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The Most Interesting ABM Research Topics For Students

ABM is an acronym for Accounting, Business, and Management. This strand is one of the academic tracks in the K-12 program, which aims to teach vital concepts and skills related to business and finance. This strand provides future leaders and entrepreneurs with an opportunity to learn essential career skills. For instance, they learn how to interact with clients and strategize money-making moves. Like most courses, ABM students must write research and dissertation papers. The topic you choose for your paper will determine your success and how smoothly your research goes. So, are you looking for a research topic related to the ABM strand?

What Is the Best Research Title for ABM Students?

Interesting research titles for abm students, perfect quantitative research topics for abm students, awesome research topics related to abm strand, abm research titles for student authors, educative qualitative research topics for abm students, abm research titles about accounting, abm research titles about business, abm research titles about management, topics on research problems related to abm strand, business research topics for abm students, well-thought grade 12 abm research topics.

We have prepared some great research topics for ABM students below, including ABM strand quantitative research topics for ABM students and ABM strand ABM research topics. Hopefully, this article will help you find a suitable research title for ABM students.

Research about ABM can be interesting because you have so many examples of quantitative research titles about the ABM strands to choose from. Some of the ABM strand research topics you can never go wrong with include:

Career paths in business management and accountancy
The fundamentals of Accountancy, Business, and Management strand
Essential skills you develop when working with a mentor in business management and accountancy
Expanding a business: Guidelines for choosing the ideal market
The role of globalization on consumer behavior
The correlation between globalization and business behavior
What is the future of globalization? Will it continue to grow or wear off in the future?
What are big-box stores, and how can they move toward success in the current business sector?
The concept of competitive intelligence and its role in business environment success
The best ways to gather and analyze data about your business environment
Corporate lobbyists: Their role in America’s future
Business Vs. General Ethics: the difference and laws
A guide for defining and attracting a target audience
Crisis management: a guide for businesses
How do monopolies impact the corporate sector?

The AMB strand is vast because it involves three subjects, each with several sub-classes. Therefore, choosing a research title for the ABM strand can be challenging as numerous options exist. While many opt for a quantitative research topic about ABM strand pdf, we prepared the following more examples of topics you can use:

The advantages and disadvantages of outsourcing for a business
Is outsourcing an ethical business practice?
A comprehensive guide for negotiation tactics
Insider trading: what is it, and why is it an offense
The nature of insider trading and punishments for it
What would be the ideal punishment for severe corporate crimes?
Wages and employee productivity: What are the correlations?
Guidelines for managing employee retention
The role of staff motivation in employee productivity and retention
The impact of a low-cost economy on companies and their employees
The benefits and drawbacks of a low-cost economy on companies
How to navigate the startup world
Teenage businesses: a booming phenomenon
Are small businesses the basics of economics?
How do third-world countries navigate the business world?

Quantitative research focuses on collecting numerical data and examining stats. Quantitative research for ABM students includes methods like target group surveys. Choosing a quantitative research title for the ABM strand requires keenness. Here are a few quantitative research title examples for ABM students:

How social media and the internet have changed the corporate world
Evolutionary aspects of corporate crisis management
What are the most and least popular services in the corporate world
Business strategies in the banking sector
Negotiation and diplomacy: a guide for business owners
Creating a balanced ecology for increasing production
Branding: The concept and its place in the modern market
What challenges do small enterprises face in corporate America?
Is internet advertisement taking over the world of advertising?
The psychology behind consumer decision making
How has feminism influenced the way women consume products and services
Is advertising in schools an ethical practice?
Do companies need to offer psychologists for their employees?
How can companies incorporate and encourage eco-friendly policies and practices in their organizations?
Should minimum wage be canceled?

Choosing an ABM research title can be hard. However, with some inspiration, you will find a place to start. This section will help you select a research topic about the ABM strand. So here is our collection of ABM strand research topics.

The rise, fall, and policies of Eastman Kodak
Do ethics and morality exist in the current business-oriented world?
The contributors to the high mobile phone sale rates in recent years
The Apple Company: How has the company maintained its position in the device market?
Corporate rituals: what are they, examples of the oldest and most rigid ones still in practice
The role of brainstorming in idea production and business solutions
The role of a franchise agreement for franchise and franchise holders
Elements to consider when selecting a sector to expand your business
Alcohol companies should be obliged to donate to alcohol recovery centers: An explanation
Brad awareness: How to create a globally recognizable brand
The financial crisis: what should global and local businesses expect?
What is the future of commerce and retail in the current digital era?
Are bank mergers a wise strategy or a recipe for failure?
Does bankruptcy mean the end of a business?
Should banks consider bank mergers? If so, when would be the right time?

An ABM research title with the author feels should be well thought out. Here are a few more creative ABM research topics for your consideration:

Effective competing strategies for local businesses
How are local businesses influencing the global economy?
What is the role of employee unions in the United States?
Should companies encourage their employees to join employee unions?
How can large businesses help local companies break through the global market without fear of competition?
Global businesses: how is the internet promoting globalization?
Does organizational environmental pollution affect consumer trust levels?
How can businesses incorporate their consumers into eco-friendly practices?
What are the consequences of overworking employees in the workplace?
How can you transform your leadership to create a successful business?

Qualitative research answers the whys and hows of a topic. It tests people’s reactions to products and studies client or consumer behaviors. Qualitative research also employs case studies, interviews, and focus groups to gather information on qualitative research topics .

How can you make a museum exhibition marketable?
Tobacco companies: Should they be mandated to donate to cancer treatment avenues?
What are the advantages of owning a recognizable and respectable brand?
How can you package your brand, so people receive it positively and widely?
Company image: How does it affect consumer behavior and modern corporate culture?
Why do certain niche companies gravitate towards hiring youths?
Why do certain companies prefer female employees to men and the contrary?
How has the Chinese market benefit from globalization?
How do business clusters move globalization?
Should alcohol companies pay higher taxes?

Are you wondering about the ABM research title about accounting to choose? Your choice of a qualitative research topic about the ABM strand will determine the course your research takes. Find a qualitative and quantitative research title about the ABM strand in accounting in the following list.

Blockchain: How will this improve the future of accounting?
The impact of COVID-19 on global accountancy firms
Cryptocurrency: Is this the solution to all current financial issues in the consumerist society?
Discretionary accruals: Meaning and important ethical considerations
The role of interest rates on the success of accounting firms
What would accounting firms look like if interest rates did not exist?
Do global companies have better accountancy workforces than local ones?
Should local vendors adopt similar accountancy practices as global companies?
The role of an efficient accountancy workforce in a company’s success
Should more global companies jump on the cryptocurrency trend?

Another core subject in the ABM strand is business. It is arguably one of the easiest of the three elements in the ABM strand. However, students still struggle to find a good ABM research topic for business. So, we prepared this research title about business section for you to find a business research title example (research title about business quantitative and quantitative). Find an example of a business research title from the list below:

Are businesses that were formed during the COVID-19 pandemic still thriving?
How was launching a business during the pandemic different from any other year?
AI business models: are they the most integrated business approach model currently?
How important is language in communicating business goals and reaching your target audience?
Business ethic theories: do modern businesses follow them as rigorously as conventional ones?
How do internet-related businesses like Amazon affect other businesses and the general public?
How to build consumer loyalty in a competitive sector
Consumer crisis: What is it and how to manage it
What are the best ways to minimize the risks of low-quality products or ones that do not meet industry standards?
The value of determining your target market at the conception of a business

Most students panic whenever they choose an ABM research title about management because they lack options. That should not be an issue again because we are here to help. Find an excellent qualitative or quantitative management and advertising research title for ABM students in the section below:

Career and talent management: Differences and correlations
Critical elements that affect business management, process planning, and project management
The role of organizational leadership in small company management
Construction management: How is it useful and how to do it effectively
Brand management: What would happen if businesses did not practice effective brand management?
The best customer risk management practices and why should always have a plan set in place
An explanation of the concept of consumer management in the current business sector
How effective management impacts the concept of perfect competition.
The impact of business management on worker loyalty and productivity rates
Critical factors to consider when choosing the right management team for a business
What is subliminal advertising, and what should you know about it?
How does subliminal advertising work?
Is product placement a good advertising strategy?
What is the future of telemarketing in the current corporate world?
Is telemarketing a thing of the past or a relevant form of advertising?

From ABM research topics quantitative to overall topics related to ABM, there are many approaches you can take for your research. The good thing is you will always benefit from an example of a research title about the ABM strand. Below are a few examples.

Why do copycat products enter the market so easily?
How can companies fight for their copyright and prevent copycat products from entering the market?
Can companies redeem themselves after a corporate crime crisis?
The role of corporate social responsibility in making a company more socially accountable
An explanation of the concept of corporate social responsibility
Corporate crime: What to know about this and how to come back from such a challenge
The idea of data security in the current business world
How to protect your data from data corruption, unauthorized access, and other data security issues
Employee coaching Vs. Employee management: What is the difference and how to organize each practice
Do businesses still adhere to this ethical principle?

An example of a research title about the business will help you get started. However, you must be keen on the research title about ABM that you select. Find a suitable business research topic for ABM students here:

Disruptive innovation in business: What are it and essential things you should understand
Is intellectual capital the key to unlocking your potential?
The basic components of intellectual capital
What is the most effective way to match a person to a role in a company?
Is job sculpting the key to unlocking people’s potential in the workplace?
Moral principles and regulations that govern business operations in your country
A guide to the various types of mergers
Key reasons that motivate companies to turn to merge
The Starbucks effect in the real estate sector?
Do people consider the presence of a Starbucks in their environment when making real estate decisions?
The value of strategic planning when establishing the direction of a small business before its launch
Labor strikes: What companies do they affect, and what are their consequences?
The value of company ethics and how companies should establish them
A guide for setting company ethics for a startup
The consequences of labor strikes in the general corporate economy

Most ABM students are usually in the 12 th grade. At this academic level, students have the cognitive ability to grasp ABM strand concepts. An ABM research project is a stepping stone for 12 th -grade students to move toward the next level of studies. Therefore, choosing a good topic is mandatory.

A good topic will help you find your ground and write a research paper that stands out. Creativity is an essential quality when picking research topics. However, if you do not trust your creativity, you need not worry. Here are some ABM-related research topics for 12 th -grade students:

Do undocumented workers have rights?
Ware the risks of employing undocumented workers in your business?
What belief system is work ethic, and does it have disadvantages?
The element of work ethic when selecting employees for your startup
How to encourage and maintain work-life balance for your employees
Can a work-life balance help promote productivity in your workplace?
Is business leadership a learned skill or an in-born talent?
How much power should stakeholders have in your business?
How do stakeholders affect the success of a business?
Why should the corporate sector educate the public on international investment?
Global competition: is this a successful strategy for local companies or a recipe for success?
International unemployment is a global phenomenon
How can local companies help resolve the issue of global unemployment?
How can large and successful companies create more employment opportunities?
Forms of ethical conflicts in the business world and how to avoid them

Let’s Help You with ABM Research Topics Selection and Writing

Whether you want to choose an ABM research title about accounting, advertising, management, or other focus areas, you can always depend on us for help. In addition to that, our team is ready to create satisfactory content on any ABM research topic you have. Let’s do this!

200 Research Topics For ABM Students (Updated 2024)

Welcome to a big collection of research topics designed just for you—ABM (Accounting, Business, Management) students! In this updated list for 2024, you’ll find 200 research topics for ABM students to kickstart your research journey. These topics cover various aspects of business, offering a wide collection of options to explore. Whether you’re interested in finance, marketing, or entrepreneurship, you’re bound to discover a topic that sparks your curiosity.

From understanding economic trends to analyzing marketing strategies, each topic is crafted to be approachable and interesting. You don’t need to be an expert, just an awesome learner ready to explore the world of business management through research. So, grab your curiosity, dive into these research topics, and start on an adventure of learning and discovery in the domain of ABM! The possibilities are vast, and your research adventure begins right here, right now.

What is ABM?

Table of Contents

ABM stands for Accounting, Business, and Management . It’s a school track where students learn about money, running businesses, and how to manage things. ABM helps students get ready for jobs in accounting, business, or managing companies.

They study subjects like finance, marketing, and economics to understand how businesses work. It’s like a learning path to prepare for jobs where you handle money, make business decisions, and manage different aspects of a company.

200 Research Topics For ABM Students

For Your ease and convenience we have made separate headings for research topics for ABM school students and college students. Each category includes 100 unique and creative research topics.

100 Research Topics For ABM Students (School Students)

In this section we will see top 10 categories for Research topics for ABM school students. Here is a complete list just crafted for you:

100 Research Topics For ABM Students (College Students)

In this section we will see top 10 categories for Research topics for ABM College students. Here is a complete list just crafted for you:

How To Select Research Topics For ABM Students?

Choosing a research topic is like picking your favorite adventure. For ABM students, here are some simple tips:

Interest: Choose a research topic that sparks your curiosity and enthusiasm. When you’re interested, learning becomes exciting, and exploring the subject feels like going on a fascinating adventure tailored just for you.
Relevance: Ensure your research topic relates directly to Accounting, Business, or Management subjects that align with your studies in ABM. A relevant topic makes your exploration meaningful and connects to what you’re learning in your academic journey.
Real-Life Connection: Select a research topic that you can relate to real-life situations or businesses. Making a real-life connection adds depth to your exploration, helping you understand how your studies in ABM apply to the world around you.
Curiosity: Follow your curiosity when choosing a research topic. Opt for something that makes you eager to learn more. A curious mindset turns your research into an exciting adventure, making the entire process enjoyable and fulfilling.
Resources: Ensure there are enough books, articles, or information available on your chosen research topic. Having accessible resources makes your journey smoother, allowing you to dive deep into the subject and gather valuable insights for your ABM studies.
Ask for Advice: Don’t hesitate to seek advice from teachers or classmates when selecting a research topic. Others might offer valuable perspectives or suggest interesting areas to explore, making your decision-making process more informed and collaborative.
Manageable Scope: Select a research topic with a manageable scope. Avoid overly broad subjects and narrow it down to something specific. This way, you can dive deep into the details and thoroughly explore the chosen area within the boundaries of your time and resources.

Remember, it’s your adventure, so enjoy the journey of exploring and learning

Congratulations, explorers of knowledge! You’ve just unlocked a treasure of 200 research topics for ABM students. As you go on this learning journey, remember, each topic is a door to new insights and exciting discoveries in the world of Accounting, Business, and Management. From understanding money matters to solving the secrets of successful entrepreneurship, the possibilities are endless.

Feel the thrill of picking a topic that sparks your curiosity, like choosing an adventure in a book. Dive into the list, ask questions, and let your imagination fly. The world of ABM awaits your exploration! So, gear up, take the step, and enjoy the ride as you reveal the fascinating sides of business and management. Happy researching, future leaders!

Online gambling is becoming popular with college students.

Best Ever Topic for Accounting Research Paper

471+ Good Quantitative ABM Research Topics For Students

Wondering what cool ABM Research Topics are perfect for accounting, business, and management students? Picking the right topic can be tricky, but it’s crucial for an interesting and enjoyable study. Ever thought about starting your own business or managing finances for a sports team?

Maybe you’re excited about stopping cyber hacking, using social media for promotions, or helping communities with micro-loans. In the ABM category, you dive into real-world money questions! Explore topics like preventing fraud, selling online, making wise real estate moves, or creating awesome workplace vibes. The choices are endless!

Choose a topic that excites you, helps people, or tackles problems. Make your research in accounting, business, and management perfect. Ready to uncover solutions and enhance your skills? Let’s know exciting ABM research topics for students, whether you are in college or a Ph.D. degree scholar. These ABM topics help you to choose a great topic.

Also Like To Read: ABM Research Topics Ideas for STEM Students

Table of Contents

What Are ABM Research Topics?

ABM, short for Accounting, Business, and Management, encompasses the study of financial systems, commercial operations, organizational leadership, and economic structures. It delves into the core components that drive successful businesses and effective management practices.

ABM Research Topics are inquiries into real-world challenges, trends, case studies, policies, innovations, frameworks, and influential figures in business operations, finance, accounting, marketing, human resources, economics, administration, and organizational behavior. Here are the major benefits of the ABM.

Firstly, it equips them with critical career skills, enhancing their problem-solving, analytical, and communicative capabilities.
Moreover, it sparks interest and engagement by offering practical relevance to daily life and future professional endeavors.
Exploring global and local business contexts deepens students’ understanding of the complexities inherent in various industries.
Additionally, ABM research illuminates pathways for innovation and positive change within commercial systems.
Ultimately, this research cultivates informed, responsible, and ethical decision-makers who are well-prepared for the diverse challenges of the professional world.

How To Find Excellent ABM Research Topics?

Choosing great ABM (Accounting, Business, and Management) research topics involves a thoughtful and strategic approach. Here’s a step-by-step guide to help you select compelling research topics:

1. Identify Your Interests

Reflect on your personal interests within the ABM fields. What aspects of accounting, business, or management fascinate you the most? Consider your passion as a driving force for a compelling topic.

2. Explore Current Trends

Stay updated on current trends, issues, and innovations in the ABM fields. Look for emerging topics or areas that have gained significance in recent times.

3. Consider Practical Relevance

Evaluate the practical relevance of potential topics. How does the chosen subject impact real-world business scenarios? Topics with practical applications often make for more engaging and valuable research.

4. Assess Academic Significance

Check the academic significance of potential topics. Consider whether your chosen research area aligns with the academic goals of your course and contributes to existing knowledge in the field.

5. Consult with Professors and Peers

Seek guidance from professors, mentors, or peers. They can provide insights into the feasibility and relevance of your chosen topics and may suggest additional perspectives or areas to explore.

6. Review Published Literature

Conduct a literature review to understand existing research in your areas of interest. Identify gaps or areas where further investigation is needed. Building on existing knowledge adds depth to your research.

7. Narrow Down Your Focus

Refine your broad interests into specific research questions. Narrowing down your focus helps in developing a clear and manageable research scope.

8. Consider Methodology

Think about the research methodology you would like to employ. Are you interested in quantitative analysis, qualitative insights, or a combination of both? Your preferred methodology can guide the selection of topics.

9. Evaluate Resources

Assess the availability of resources, data, and literature related to your chosen topics. Ensure that you have access to the necessary tools and materials to conduct thorough research.

10. Brainstorm and Iterate

Engage in brainstorming sessions to generate multiple topic ideas. Iterate through your ideas, refining them based on feedback and feasibility.

11. Align with Career Goals

Consider how your research topic aligns with your long-term career goals. Choosing a topic related to your desired industry or profession can enhance the practical applicability of your research.

12. Stay Flexible

Be open to adjusting your topic as you delve deeper into the research process. Flexibility allows you to adapt to new findings and insights that may emerge during your investigation.

List of Most Interesting ABM Research Topics For Students

Here are the most interesting ABM research topics for students:

Excellent Research Topics For ABM Students

Exploring Financial Strategies for Small Businesses
Analyzing the Impact of E-commerce on Modern Markets
Investigating Innovative Leadership Styles in Business
Evaluating the Role of Social Media in Marketing Effectiveness
Assessing the Challenges and Opportunities in Real Estate Investment
Understanding the Dynamics of Micro-Loan Programs in Empowering Communities
Examining Fraud Prevention Strategies in Corporate Environments
Unraveling the World of Online Sales: Trends and Challenges
Creating Positive Work Environments: A Study on Employee Satisfaction
Cybersecurity Measures: Safeguarding Businesses from Hacking Threats

Best Quantitative Research Titles for ABM Students

“Navigating Financial Frontiers: Strategies for Small Businesses”
“E-commerce Evolution: Impact and Adaptations in Modern Markets”
“Leadership in Action: Exploring Innovative Styles in Business”
“Digital Marketing Mastery: Unveiling the Power of Social Media”
“Real Estate Resilience: Challenges and Opportunities”
“Micro-Loans that Matter: Empowering Communities for Change”
“Fraud Unveiled: Strategies for a Secure Corporate Environment”
“Click to Success: The Dynamic World of Online Sales”
“Employee Satisfaction Chronicles: Crafting Positive Workspaces”
“Cyber Shields: Safeguarding Businesses from Online Threats”

Interesting ABM Research Titles About Accounting

“Balancing the Books: Modern Approaches to Accounting”
“Forensic Accounting: Unmasking Financial Irregularities”
“Blockchain and Beyond: The Future of Accounting Technology”
“Sustainability Accounting: A Green Approach to Financial Reporting”
“Taxation Trends: Navigating the Complexities in Modern Business”
“Audit Trails: Enhancing Accountability in Financial Management”
“Costing Strategies: Optimizing Profit Margins in Business”
“Cryptocurrency and Accounting: Decoding the Digital Currency Dilemma”
“Internal Controls: Fortifying Financial Integrity”
“Financial Forecasting: Predicting the Future of Business Success”

Great Qualitative ABM Research Titles About Business

“Start-Up Nation: Unveiling the Secrets of Successful Entrepreneurs”
“Innovations in Business Models: Adapting to a Changing World”
“Customer-Centric Strategies: Building Lasting Business Relationships”
“Global Business Trends: Navigating the International Marketplace”
“Crisis Management in Business: Strategies for Resilience”
“Supply Chain Sustainability: A Business Imperative”
“Corporate Social Responsibility: Beyond Profit Motives”
“Diversity and Inclusion in the Workplace: A Business Advantage”
“Strategic Partnerships: Collaborative Paths to Business Success”
“Adapting to Change: The Role of Flexibility in Business Evolution”

ABM Research Titles About Management

“Strategic Leadership: Charting the Course for Organizational Success”
“Change Management: Navigating Transformation in Modern Organizations”
“Effective Team Dynamics: Building High-Performing Teams”
“Innovative Approaches to Project Management”
“Crisis Leadership: Thriving in the Face of Adversity”
“Human Resource Management in the Digital Age”
“Leadership and Emotional Intelligence: A Powerful Duo”
“Talent Retention Strategies: Keeping the Best and Brightest”
“Agile Management: Adapting to Rapid Business Changes”
“Leadership Ethics: Navigating the Moral Compass in Management”

Interesting Research Titles for ABM Students

“Charting the Course: How to Pick an Exciting ABM Research Topic”
“From Passion to Paper: Making Your ABM Research Adventure”
“ABM Research: Where Passion Meets Problem-Solving”
“Dive into ABM: Unveiling the World of Accounting, Business, and Management Research”
“ABM Exploration: Finding Your Research Niche in the Business World”
“Unraveling ABM Mysteries: The Quest for Engaging Research Topics”
“ABM Buzz: How to Spark Interest in Your Research Title”
“ABCs of ABM Research: Crafting Titles that Capture Attention”
“ABM Research Unleashed: Strategies for Topic Selection Success”
“From Idea to Impact: A Guide to Creating Intriguing ABM Research Titles”

Great ABM Research Topics For Senior High School Students

“ABM Research Topics 101: A Guide to Finding the Perfect Fit”
“Navigating the Sea of ABM Research: Tips for Topic Selection”
“The Quest for Excellence: Finding Great ABM Research Topics”
“Unlocking Your Research Potential: Strategies for ABM Topic Discovery”
“ABM Research Alchemy: Turning Ideas into Engaging Topics”
“Finding Your Research North Star: A Guide for ABM Students”
“ABM Research Magic: Turning Curiosity into Compelling Topics”
“In Search of Brilliance: A Step-by-Step Guide to ABM Topic Selection”
“ABM Research GPS: Navigating the Landscape of Topics”
“ABM Topics Unveiled: A Toolkit for Research Success”

Perfect Quantitative Research Topics for ABM Students

“Numbers Game: Exploring Quantitative Methods in Business Analysis”
“Data-Driven Decision Making: A Quantitative Approach to Management”
“Financial Analytics: Leveraging Numbers for Business Success”
“Quantitative Perspectives on Market Trends and Consumer Behavior”
“Statistical Models in Business Forecasting: A Quantitative Exploration”
“Measuring Success: Metrics and Key Performance Indicators in Business”
“Quantitative Analysis of Risk Management Strategies”
“Economic Trends in Numbers: A Quantitative Outlook”
“Quantifying Social Media Impact on Business: Metrics that Matter”
“The Power of Numbers: Quantitative Approaches to Financial Management”

Upcoming 20 Research Titles About The Abm Strand

“Future Focus: Trends in ABM Research for the Next Decade”
“Innovation Station: Upcoming ABM Research Topics in Business”
“Management Mavericks: Exploring Emerging Topics in ABM”
“Accounting Advances: Future Frontiers in ABM Research”
“ABM 2.0: Trends and Topics Shaping the Future of Research”
“Tech Talk: Emerging Technologies and Their Impact on ABM Studies”
“Globalization Gazette: Upcoming ABM Research in International Business”
“Eco-Friendly Finance: Sustainable Accounting Topics in ABM”
“Leadership Legacies: Future Trends in Management Research”
“ABM on the Horizon: Anticipating Topics that Will Shape the Discipline”
“Inclusive Insights: Diversity and Equity Topics in Upcoming ABM Research”
“Data Dynamics: The Role of Big Data in Future ABM Studies”
“Crisis Resilience: Topics on Crisis Management in Upcoming ABM Research”
“AI in Action: Exploring Artificial Intelligence Topics in ABM”
“Workplace Wonders: The Future of Employee Management Research”
“FinTech Frontiers: Upcoming Topics in Financial Technology for ABM”
“Customer-Centric Future: Trends in Marketing Research for ABM”
“Real Estate Revolution: Emerging Topics in Property Management Research”
“Social Impact Spectrum: Future ABM Research on Community Engagement”
“Digital Discourse: Topics in Technology and Business for Upcoming ABM Studies”

Educative Qualitative Research Topics for ABM Students

“Behind the Scenes: Qualitative Insights into Business Decision-Making”
“People and Perspectives: Exploring Qualitative Approaches to Management Studies”
“Consumer Chronicles: Understanding Behaviors Through Qualitative Research”
“Organizational Culture Unveiled: A Qualitative Exploration in Management”
“Ethics in Business: A Qualitative Study on Decision-Making Dilemmas”
“Leadership Narratives: Qualitative Insights into Effective Management Styles”
“Innovation Journeys: A Qualitative Approach to Business Creativity”
“Qualitative Explorations in Corporate Social Responsibility”
“Workplace Wellness: Understanding Employee Satisfaction Through Qualitative Research”
“Micro-Finance Stories: A Qualitative Perspective on Community Empowerment”

Awesome Research Topics Related to ABM Strand

“ABM Unplugged: Exciting Topics Spanning Accounting, Business, and Management”
“Strand Spotlight: Intriguing ABM Research Topics for the Inquisitive Mind”
“ABM Marvels: Topics that Bring Accounting, Business, and Management to Life”
“Beyond Textbooks: Real-World Topics for ABM Students”
“ABM Wonders: Exploring Topics That Transform Learning into Adventure”
“Holistic Horizons: Research Topics That Bridge Accounting, Business, and Management”
“ABM Chronicles: Journeying Through Captivating Research Topics”
“Strand Synergy: Topics that Showcase the Interconnected World of ABM”
“ABM Odyssey: Topics that Inspire, Challenge, and Ignite Curiosity”
“In the ABM Arena: Exciting Topics for the Ambitious Student”

ABM Research Titles for Student Authors

“Student Savvy: Crafting Compelling ABM Research Titles”
“Authoring Adventure: ABM Research Titles for Student Success”
“ABM Express: Journeying Through Research Topics for Student Authors”
“Student Showcases: Impactful ABM Research Titles That Stand Out”
“ABM Pioneers: Creating Your Mark with Distinctive Research Titles”
“Crafting Brilliance: Student-Authored ABM Research Titles”
“In the Student Spotlight: ABM Research Titles that Shine”
“ABM Ambitions: Student Authors’ Guide to Impactful Research Titles”
“Title Tales: Crafting Stories Through ABM Research Titles”
“Student Sparks: Igniting Interest with Engaging ABM Research Titles”

Topics on Research Problems Related to ABM Strand

“Problem Solvers: Addressing Challenges in ABM Research”
“ABM Dilemmas: Exploring Research Problems for Solutions”
“Hurdles to Success: Tackling Research Problems in ABM”
“ABM Puzzle Pieces: Understanding and Solving Research Challenges”
“Research Roadblocks: Navigating Problems in ABM Strand Studies”
“Critical Inquiries: ABM Research Problems That Demand Attention”
“Unpacking Issues: A Guide to Addressing Research Problems in ABM”
“ABM Enigmas: Investigating and Resolving Research Challenges”
“Strand Struggles: Overcoming Research Problems in ABM Studies”
“ABM Conundrums: Tackling Research Issues Head-On”

Business Research Topics for ABM Students

“Economics Unleashed: Exploring the Dynamics of Market Forces”
“Strategic Management in the Digital Era: A Business Perspective”
“Entrepreneurial Excellence: Strategies for Starting and Scaling Businesses”
“Corporate Governance: Ensuring Ethical Business Practices”
“Financial Management in Turbulent Times: Navigating Economic Challenges”
“Marketing Magic: Crafting Effective Strategies in a Competitive World”
“Human Capital Management: Unlocking the Potential of Employees”
“Global Business Ethics: Navigating Cultural and Ethical Challenges”
“Innovation and Business Success: A Comprehensive Analysis”
“Supply Chain Management: Optimizing Efficiency in Business Operations”

Best Grade 12 ABM Research Topics For Students

“Preparing for the Business World: A Grade 12 Exploration”
“Financial Literacy: Equipping Grade 12 Students for Future Success”
“Leadership Lessons: Nurturing Skills in Grade 12 ABM Students”
“Strategic Planning: A Grade 12 Perspective on Business Success”
“Entrepreneurial Mindset: Fostering Innovation in Grade 12 ABM”
“Sustainable Business Practices: A Grade 12 Inquiry into Corporate Responsibility”
“Digital Marketing Mastery: Grade 12 Strategies for Online Success”
“Globalization and Business: Understanding the Impact in Grade 12”
“Financial Planning for the Future: Grade 12 Insights on Wise Investments”
“Exploring Career Paths: Grade 12 Perspectives on Management Roles”

Exciting ABM Research Topics For STEM Students

The Integration of Blockchain Technology in Financial Management Systems: A Comparative Analysis.
Quantifying the Impact of Artificial Intelligence on Financial Decision-Making in Business Operations.
Analyzing the Role of Data Analytics in Enhancing Financial Forecasting Accuracy and Risk Management.
The Financial Implications of Cybersecurity Breaches on Business Operations: A Case Study Approach.
Assessing the Economic Consequences of Sustainable Business Practices in the Technology Sector.
Quantitative Analysis of the Effects of Industry 4.0 Technologies on Supply Chain Management Efficiency.
The Role of Machine Learning Algorithms in Enhancing Fraud Detection and Prevention in Financial Transactions.
Evaluating the Financial Impact of Innovation and Research Investments in STEM-Based Companies.
Analyzing the Effects of Technology Transfer and Intellectual Property Management on Business Innovation.
Quantifying the Economic Value of Environmental, Social, and Governance (ESG) Criteria in Investment Decision-Making.

300+ ABM Research Topics PDF

Here is the good ABM research topics pdf for students:

Final Words – ABM Research Topics

In the dynamic landscape of Accounting, Business, and Management (ABM), selecting compelling research topics is pivotal for academic growth and real-world impact. Delving into the intersection of these fields offers a panoramic view of the challenges and opportunities that shape modern organizations. From exploring the integration of blockchain in financial systems to quantifying the impact of artificial intelligence on decision-making, ABM research topics for STEM students is a journey into the technological evolution redefining the business landscape.

As technology converges with financial realms, STEM students engaging in topics like data analytics in financial forecasting or the role of machine learning in fraud prevention navigate the cutting edge of innovation. Simultaneously, examining the economic consequences of sustainable practices and the value of ESG criteria in investments.

In this era of Industry 4.0, studying technology-driven supply chain efficiency and the financial implications of cybersecurity breaches adds depth to ABM research. As STEM students embark on these explorations, they contribute not only to academic discourse but also to the practical solutions that drive businesses forward. These research endeavors bridge technology and business acumen, empowering STEM students to shape the future of financial landscapes with insightful, data-driven approaches.

Top 300+ Qualitative Research Topics For High School Students

100+ Most Interesting Google Scholar Research Topics For Students [Updated 2024]

350+ Most Interesting Research Topics For ABM Students

Explore our blog on research topics for ABM students. ABM is a tool for simulating complex systems made up of individual parts. These parts interact based on set rules, creating behaviors similar to real-life situations. As students dive into ABM, the many research options can be exciting and overwhelming.

In this blog, we’ll uncover exciting research topics for ABM enthusiasts. Whether starting your academic journey or looking for project ideas, we aim to offer insights and spark interest in various ways ABM can be used.

ABM offers many opportunities if you’re curious about human behavior, ecosystems, or markets. We aim to give ABM students the tools and inspiration they need for meaningful research that helps academia and the real world.

Join us as we explore the fascinating world of Agent-Based Modeling. Let’s uncover the many possibilities together!

Table of Contents

What Are ABM Research Topics?

ABM, which stands for Accounting, Business, and Management, examines financial systems, business operations, organizational leadership, and economic frameworks. It seeks to understand the fundamental elements contributing to thriving businesses and efficient management approaches.

ABM Research Topics involve investigations into real-world challenges, current trends, case studies, policies, innovations, frameworks, and notable figures in business operations, finance, accounting, marketing, human resources, economics, administration, and organizational behavior. These inquiries aim to unravel practical insights, inform industry practices, and contribute to advancing knowledge in Accounting, Business, and Management.

How To Find The Right ABM Research Topics?

160+ Best Research Topics For ABM Students

Here are various ABM (Accounting, Business, and Management) research topics.

Accounting Research Topics

How Financial Rules Affect Company Openness.
How Companies Manage Earnings in the Stock Market.
Talking About Sustainability in Company Reports: What’s Happening and What’s Hard.
How Keeping an Eye on Inside Controls Stops Money Trickery.
Tax Rules and Plans for Companies.
Fair Value Accounting and What It Means for Financial Stability.
How Blockchain Tech Helps with Audits and Checks.
Tricks to Find Fraud Using Accounting.
How Money Info Affects Investing Choices.
Company Rules and Making Sure Reports are Good Quality.

Business Research Topics

Smart Ways to Manage Business in Changing Situations.
How Going Digital Affects Traditional Business Plans.
Leading with Innovation: What Entrepreneurial Leaders Do.
Doing Good for Business: Social Responsibility and Company Image.
Ways to Enter New Markets that are Growing.
Building Strong Supply Chains that Handle Disruptions.
Making Innovation Happen: Plans and Actions.
Handling Diversity in Big Global Companies.
How Rules Inside a Company Affect How Well It Does.
Plans to Manage Changes for a Successful Organization.

Management Research Topics

Leadership Styles and Keeping Employees Motivated.
Company Culture and How it Affects Employee Performance.
Attracting and Keeping Good Employees: Hiring and Keeping Strategies.
Performance Reviews: How Well They Work and if They’re Fair.
Resolving Conflicts in Teams with People from Different Cultures.
Understanding Emotions and How They Affect Leadership.
Embracing Differences and Making Everyone Feel Included at Work.
Getting Employees Engaged when They’re Working Remotely.
Comparing Transformational Leadership to Transactional Leadership.
How Companies Learn and Share Knowledge.

Finance Research Topics

How Prices of Stuff You Own are Figured Out and How Well Markets Work.
Dealing with Dangers in Finances: Smart Plans and Ways.
How People’s Actions Affect Money Choices: Understanding Investors.
Company Money Stuff: How Deciding on Money Structure Affects Worth.
Combining Companies: Plans and How Well They Work.
Making Money Systems Better and Building Markets.
Different Ways to Invest: Good Chances and Things to Watch Out For.
Worldwide Money: How Money Values Change and Investing in Other Countries.
How Company Rules Affect How Well They Do with Money.
Keeping Money in Check and Following Rules in Global Markets.

Marketing Research Topics

How People Act When Shopping Online.
Plans to Manage Brands Well and Stay Competitive.
Advertising on the Internet: What’s Hot and What Works Best.
Sorting Customers and Figuring Out Who to Aim For.
Creating New Stuff and Bringing It to Market.
Putting Marketing Messages Together: Plans and How Well They Work.
Using Social Media to Advertise and Persuade.
Keeping Customers Happy with Systems that Remember Them.
Figuring Out Prices: Is It About Worth or Covering Costs?
Using Data to Make Smart Choices in Marketing.

Economics Research Topics

Big Economic Plans: How Governments Use Money and Controls to Keep Things Steady.
Looking at Small Economic Pieces: How Markets and Prices Work.
Making Economies Bigger and Better: What Helps and What Gets in the Way.
Trading Around the World: Good and Tough Parts.
Work Money: How Pay Gets Decided and Jobs Change.
Saving the Environment with Money Plans: What Governments Can Do.
How People Decide Things: Understanding Tricks in Decision-Making.
Money for the Public: How Governments Spend and Tax to Keep Things Going.
Why Some People Have More Money: Reasons, Results, and What to Do.
Using Numbers to Guess the Economic Future: Smart Techniques.

Human Resources Research Topics

Finding and Picking the Right People: Good Plans and New Ideas.
Helping Employees Learn and Grow: How It Affects How Well a Company Does.
How Companies Judge and Boost Employee Performance: Making Systems That Work.
Balancing Work and Life: Keeping Employees Happy and Doing Well.
Making Workplaces Welcoming to Everyone: Smart Plans for Diversity.
Getting Employees Involved: What Makes Them Care and Ways to Measure It.
Holding on to Good Workers: Building a Team that Shines.
Handling Money and Perks: Matching Rewards with How Well People Work.
Growing the Leaders of Tomorrow: Plans to Help People Lead.
Keeping Workplaces Safe and Healthy: Rules and Making Sure They’re Followed.

Entrepreneurship Research Topics

Getting Money to Start Your Business: Where to Look, What to Do, and What’s Hard.
Changing the Way Business Works: New Ideas and Getting Into the Market.
Doing Good with Business: Making a Difference that Lasts.
Starting Tech Businesses: What’s Happening Now and What to Grab.
Helping Start-ups Grow: Creating the Right Environment for Success.
Family Businesses: Planning for the Future and Dealing with How They’re Run.
Leading a Business with Smart Traits and Skills for Success.
Making Big Companies More Innovative: Encouraging New Ideas.
Money from Investors: How They Decide and How Well It Works.
Learning from Mistakes in Business: Bouncing Back and Staying Strong.

Operations Management Research Topics

Making Things Efficiently: Ideas, Actions, and What’s Hard.
Making Quality a Habit: Plans Always to Get Better.
Handling Stock: Smart Ways to Manage What You Have.
Making Supply Chains Better: Plans for Efficiency and Quick Responses.
Planning How Things Work: Getting Operations to Match Business Goals.
Changing How Things are Done: Tools and Ways to Improve Processes.
Managing Services Well: Making Sure People Have Good Experiences.
Deciding How to Set Up and Arrange Places to Work: What Helps Operations Work Better.
Handling Dangers in How Things are Done: Finding and Fixing Risks.
Doing Business in a Way that’s Good for the Earth: Practices that Help the Environment.

International Business Research Topics

Managing Well in Different Cultures: Plans for Leading Worldwide.
Ways to Get into Global Markets: Selling, Sharing, Teaming Up, and Investing.
Figuring Out Risks and Opportunities in Foreign Places: Watching Politics.
How Trade Deals Affect Businesses and Whole Economies.
Making Supply Chains Work Across the World: Teamwork and Planning.
Big Companies with Operations All Over: Plans for Making Everything Run Well.
Growing in Places that are Just Starting to Shine: Good Chances and Things to Watch.
Handling People in Different Countries: Hiring and Helping Them Grow.
Doing Good Around the World: Being Ethical and Working with Everyone Involved.
Selling Stuff in Different Cultures: Changing Products and Ads to Fit.

Organizational Behavior Research Topics

How Leaders Lead and Company Culture: How They Affect How Well Employees Get Involved and Do Their Jobs.
Figuring Out What Makes Employees Tick: Understanding Why They Act the Way They Do.
How Teams Work: Things That Make Teams Do Well and Work Together.
Having Different People at Work: Making Sure Everyone Feels Equal and Included.
Handling Changes in a Company: Plans for Dealing with Resistance and Making Big Shifts.
Putting in Extra Effort at Work: Doing More Than Just the Basics.
Keeping Employees Healthy and Happy: Strategies to Ensure They Feel Good.
Fair Treatment at Work: How People See Fairness and How It Affects Their Actions.
Resolving Conflicts at Work: Finding Solutions to Problems.
Understanding Emotions in Leadership: Improving Leadership and Team Performance.

Risk Management Research Topics

Handling Risks Across Organizations: Connecting Risk Management Across the Whole Company.
Figuring Out and Dealing with Money Risks: Smart Plans to Keep Finances Safe.
Keeping an Eye on Dangers in How Business Works: Finding and Fixing Risks in Processes.
Staying Safe from Online Dangers: Protecting Companies from Cyber Threats.
Making Supply Chains Tough: Plans for Keeping Them Strong.
Smart Plans to Deal with Big Risks: Connecting Risk Management with Big Goals.
Watching for Dangers in Financial Companies: Tools and Ways to Measure Risks.
Following Rules and Staying Safe: Making Sure Companies Do What’s Required by Laws.
Keeping a Good Image: Protecting How People See and Trust a Company.
Talking About Risks and Making Decisions: Sharing Risks Well with Those Involved.

Corporate Governance Research Topics

Company Leaders: Who’s in Charge, How They’re Organized, and What They Do.
Investors Taking Action: How They Affect Company Decisions and How Companies Are Managed.
Paying Company Leaders: Making Sure It Matches How Well the Company Does and What Investors Want.
Building Relationships with People Interested in the Company: Shareholders, Workers, and Communities.
Doing the Right Thing: Making Sure People Behave Well and Take Responsibility.
Making Sure the Company Does Good Things: Following Principles for Doing Right.
Watching for Dangers and Making Decisions: Including Risk Management in How the Company is Run.
Following Rules and Doing Things Right: Making Sure the Company Does What’s Required by Laws.
Having Different People on the Company’s Leadership Team: How It Affects How Well They Do.
Doing the Best Things for the Company: Measuring Against What Other Companies Do and Suggested Ways of Doing Things.

Business Ethics Research Topics

Doing the Right Thing in Business: What Influences the Choices We Make.
Companies Doing Good: How Leaders Encourage Ethical Behavior.
Tricky Situations in Advertising: Balancing Making Money and Doing What’s Right.
Doing Right in the Supply Chain: Treating Workers Well and Managing the Environment.
Being Open and Responsible: Making Sure Business Decisions are Ethical.
Tough Choices in Money Reports and Checks: Keeping Honesty and Trust.
Policies for Speaking Up About Wrongdoing: Encouraging Honesty and Responsibility.
Company Leaders and Doing the Right Thing: How Boards and Management Play a Role.
What to Think About in Global Business: Navigating Different Cultures and Laws.
Learning About Doing Right in Business: Adding Ethics to Business Training and Learning Programs.

Knowledge Management Research Topics

Sharing What We Know at Work: Plans to Make Sure Information Flows Well.
Saving What People Know: Turning What’s in People’s Heads into Useful Info.
Groups of People Who Share Skills: Making it Easy for Them to Work Together.
Passing What We Know to New People: Planning for the Future.
Using Tech to Help Share What We Know: Making the Most of Digital Tools.
Managing Ideas and Skills: Figuring Out How Much They’re Worth.
Making Learning and Creating Ideas a Normal Thing at Work.
Keeping What We Know When People Leave: Plans to Avoid Losing Important Info.
Sharing Knowledge in Teams that Work Online: Tackling Challenges of Working Far Apart.
Using What We Know to Make Smart Choices: Adding Knowledge to Big Plans.

Information Systems Research Topics

Putting in Big Software Systems: What Makes it Hard and How to Succeed.
Using Info and Numbers: Making Smart Choices with Data.
Using Computer Stuff from the Internet for Business: Good Chances and Things to Watch.
Changing Business with Technology: Mixing IT for New Ideas.
Selling and Helping Customers Online: Making the Online Experience Better.
Staying Safe from Online Dangers in Business: Protecting Important Info.
Making Sure Computer Systems are Safe, Private, and Follow the Rules.
Creating Apps for Phones: Designing Apps that People Like and Find Useful.
Handling Lots of Data and Finding Answers: Getting Insights from Big Piles of Info.
Using Smart Computers in Business: Automating Tasks and Getting Help with Decisions.

Corporate Finance Research Topics

Figuring Out the Right Mix of Money: What Affects the Best Way to Fund a Company.
Deciding How Much to Share: What Influences Choices About Paying Out Profits.
Picking Investments Wisely: Evaluating Opportunities and Deciding on Project Value.
Estimating How Much Money Costs: Ways to Calculate the Average Cost of Money.
Using Borrowed Money and How It Affects How Well a Company Does.
Smart Plans for Handling Dangers: Protecting Against Risks and Managing Them.
Figuring Out How Much a Company is Worth: Approaches for Valuing Public and Private Companies.
Companies Going Public for the First Time: How They Do and How Well They Do After.
Buying and Combining Companies: Reasons, Results, and Making Them Work Together.
Company Leaders and Making a Company Valuable: How Rules and Ways of Doing Things Affect How Well a Company Does.

150+ Amazing ABM Research Topics For College Students PDF

10 benefits of research topics to abm students.

Research topics offer numerous advantages to ABM (Accounting, Business, and Management) students.

1. Skill Development

Getting into research topics assists students with building significant abilities like methodical reflection, handling issues, and analyzing data. These abilities are essential to outcomes in areas connected with bookkeeping, business, and the board, and they can likewise be helpful in other fields.

2. Deepened Understanding

Choosing research topics lets students explore particular accounting, business, and management areas. This helps them better grasp complicated ideas and theories.

3. Application of Knowledge

Selecting research topics allows students to use what they learn in class in real-life situations. This helps them develop practical skills and gain useful insights.

4. Preparation for Careers

Looking into research topics gets students ready for jobs in accounting, business, and management areas. It helps them learn what’s happening in the industry, understand challenges, and learn the best ways of doing things.

5. Contribution to Knowledge

Students contribute to learning more about accounting, business, and management by exploring research topics. They add to our understanding of important problems and trends in these areas.

6. Professional Growth

Getting into research topics helps students develop professionally by creating a collection of academic work that can strengthen their resumes and academic profiles.

7. Networking Opportunities

Exploring research topics often means working with classmates, teachers, and people in the industry. This gives students chances to connect with others and potentially find mentors.

8. Enhanced Communication Skills

Sharing research results through written reports, presentations, and academic conferences helps students communicate better. This is an important skill in the professional world.

9. Personal Fulfillment

Finishing research topics can make students feel proud and satisfied, giving them more confidence and motivation to keep going toward their academic and job goals.

10. Contributions to Society

Research topics in accounting, business, and management can lead to ideas and solutions that tackle real-world problems. This contributes to making positive changes in society and supporting sustainable development.

Accounting, Business, and Management (ABM) offers a wide range of research topics for students interested in these subjects. You can explore various areas, such as financial reporting standards, leadership roles, and global business dynamics.

Throughout our discussion, we’ve discovered many research areas, each providing different insights and opportunities for study. Whether looking at how digital changes affect traditional businesses, how leaders motivate employees, or how global trade works, ABM gives you plenty to explore.

As you begin your research journey, remember that ABM is about using insights from accounting to make business decisions and using management principles to guide organizations. It’s about tackling real-world challenges and trends and applying what you learn in practice.

These research topics offer a starting point for ABM students to explore and contribute to their chosen field. Whether you’re interested in finance, organizational behavior, or global issues, ABM offers a world of possibilities for you to discover. Embrace the chance to ask questions, find answers, and shape the future of ABM.

FAQs- Research Topics For ABM Students

What are some emerging trends in abm research.

Emerging trends in ABM research include the impact of technology on business practices, sustainability and corporate social responsibility, globalization and international business, behavioral economics, data analytics and business intelligence, and the gig economy. Staying abreast of current developments in these areas can inspire novel research topics.

What are some ethical considerations in ABM research?

Ethical considerations in ABM research include obtaining informed consent from participants, ensuring confidentiality and anonymity, avoiding conflicts of interest, disclosing sources of funding or affiliation, and adhering to professional standards of integrity and objectivity in data collection, analysis, and reporting.

What are some tips for effectively communicating my research findings?

Tips for effectively communicating your research findings include organizing your ideas clearly and logically, using appropriate language and terminology for your target audience, and considering the implications of your findings for theory, practice, and future research.

417 Business Topics & Research Titles about Business

The corporate world is the world of the future – there’s no doubt about that. And education in ABM will help you conquer it!

What is ABM strand, exactly?

ABM stands for Accountancy, Business, and Management. Future leaders and entrepreneurs pursue education in this field to learn the skills essential for their careers. They study how to run a business. How to talk to clients. And, of course, how to come up with strategies to earn money.

Looking for exciting business topics to write about in a paper or dissertation? Here you’ll find a list of research titles about business, as well as ABM qualitative and quantitative research ideas collected by Custom-writing.org experts. We hope that these business and management research topics will inspire you for your own project or for a heated discussion.

❣️ Choosing an ABM Qualitative or Quantitative Research Topic

👔 business topics to write about, 💸 business topics on marketing, 📈 accounting research titles about business, 💫 business management research topics, 👷 business topics on hr, 🤔 abm strand research faq, 🔍 references.

The key part of acquiring any education is writing a research paper . Why do it? First, it’s a test of a student’s analytical, writing, and research skills. Second, being able to conduct business research is paramount to its success.

It helps you communicate with customers.
It helps you scan the marketplace for threats and opportunities.
It helps you understand how to minimize risks.
It helps you plan your investments effectively.
It helps you keep your hand on the pulse of the current trends in the market.

The obtained skills will guide you through the entirety of your professional career. It’s an experience that can’t be skipped. We’ve hand-picked 417 research topics related to the ABM strand, just for you. Here, you will find the best ideas for your future ABM research paper masterpiece.

The first step in writing an ABM research paper is choosing a topic. With the abundance of ABM research topics ideas on the Internet, it’s not an easy task. Simply picking one won’t do the trick. You will need to juggle relevance, applicability, and your own personal interest in the subject.

There are two main types of AMB research methods: qualitative and quantitative.

Qualitative research answers the why and the how questions. It tests customers’ reaction to new products and studies consumer behaviors. Case studies, interviews, and focus groups are the common methods of collecting such data.
Quantitative research collects numerical data and analyzes stats. The common methods include various surveys in target groups.

What ABM fields to explore are out there?

Financial accounting (aka accountancy) is creating financial statements to be distributed within and outside of a company.
Management accounting is creating operational reports to be distributed only within a company.
Banking and finance are all about financial services provided to customers, and the laws of investment.
Business administration is supervising and overseeing various business operations.
Marketing is all about the promotion of buying and selling services and products.
Entrepreneurship is all about the process of coming up with, starting and managing a new business.
Human resource development management is all about reaching the top potential of the employees.
Hospitality management is overseeing and supervising various administrative tasks of a resort or hotel.
Tourism is all about attracting, housing, and entertaining tourists, and organizing tours for them.

Getting lost in this embarrassment of riches? Let’s single out the five of the trendiest areas of ABM research. They are: business, marketing, accounting, project management, and human resources. Want to see more examples of research titles about ABM strand? More on them down below!

Decided to go with a business-related topic for your ABM research paper?

We have you covered!

Here are some of the freshest ideas for a relevant business research paper. Enjoy our selection of business research topics and research titles for ABM students. Choose one and prove that your finger is on the pulse of the modern market world!

Is poverty a concern of a corporation? How can corporations contribute to social development? Should they concern themselves with it in the first place, and to what degree? How can corporate social responsibility result in the betterment of the market? How can a corporation’s perceived awareness produce a positive image for the customers?
Labor relations : the latest tendencies and the predictions for the future. Analyze the contemporary trends in the labor-corporate relationship. What issues are likely to emerge in 2025-2030? Back up your conclusion with real-life examples.
Diversity as a contemporary working reality. Due to globalization, people of various backgrounds tend to work together, more and more so. Does it influence the working process at all? Does the difference between genders, ages, and ethnicities hinder or facilitate business? Should the companies ensure that there’s diversity among their employees, and why? How should the work environments be organized to maximize efficiency?
Personal networking : labor-corporate communication tool. How does the number of people you know correlate with the chances of finding the best partners, workers, and customers? Is it an exponential or a sine curve? Produce real-life examples.
E-business: the world-wide globalization process. Some of the most successful modern businesses operate almost exclusively online. What are the examples? Assess the role of integration in their workflow. What are the overall perspectives of SCM (supply-chain management) in the realities of e-business?
Leadership and business in the modern world. Is there a significant difference in the styles and strategies implemented by the leaders in the 21 century as compared to the earlier eras? How do modern leaders adjust to contemporary business realia? What are the challenges and opportunities? What are the global trends? Produce real-life examples.
Copyright law: is it on the side of the artist or the company representing them? How has copyright law evolved through the times? What drove it so? To what extent does it protect modern artists? How can a copyright corporation exploit it, and to what degree? Produce real-life examples. Are there any court precedents?
Advertisement and consumer behavior . What types of advertisements prove to be the most effective? Back up your data with research results. What are the latest trends in the world of advertisement? What are the advantages and disadvantages of online and offline advertising? What mistakes can be made by a brand that is trying to produce a positive image through advertisement?
Apple : how to turn your brand into a religion. What are the factors behind the success of the Apple corporation? Is it just clever advertising, or is there something more to that? How does Apple build a following of brand loyalists? Does Apple face any difficulties in the realities of the modern harsh brand competition? What are your predictions for the nearest future of Apple corporation?
Word of mouth: a fossil or a gem? Who usually relies on this form of advertisement the most? How can an already well-established corporation benefit from it? How does word of mouth differ from other types of advertisement? What are the advantages and disadvantages? Produce real-life examples of a brand’s or organization’s success due to word of mouth.
Facebook and business . How can Facebook be used as a modern platform for conducting business? Does it have any advantages as compared to other online platforms? What are the disadvantages? What successful companies use Facebook as a business platform?

Pay for performance: a source of loyalty or displeasure ? What’s the best strategy for an employer to link pay and performance? Should pay increases be dependent on just the performance of an employee, or should other factors also be considered? Back up your reasoning with research results.
Local customization vs. global standardization. What are the pros and cons of each of the approaches? What companies are known to implement both strategies successfully? Give examples.
External recruiting vs. Internal promotions . What are the pros and cons of each of the approaches? How can a company implement both strategies successfully? Which is a more cost-effective approach? Why is it impossible to stick to just one of the strategies?
Does a multinational corporation have a motherland? Is it obligatory for a multinational corporation to have a strong presence in its home country? What are the economic benefits or downsides of it? Produce real-life examples.
Management by walking around (MBWA). What is the reasoning behind it, and how is it implemented? Is it a boost for productivity or a stress for employees? Who needs it more – the employees or the manager? Is it effective? Illustrate your point with research results.
The AIDA formula in advertising. What exactly is the AIDA formula? Why is it popular nowadays, and how does it compare to the other formulas for creating advertisements? Is it the key to a successful message broadcasting or a hindrance to creativity?
Free market: an achievable goal or a utopia? What exactly is the concept of a free market? What are the advantages of such a system? What are the disadvantages? Are there any real-life examples, and what can be learned from them?
Family business : pros and cons. Are there any modern examples of a successful family business? What might be the downsides of such a business model? What are the advantages? What can be learned from the examples of exercising interpersonal relations in business?
Franchises vs. “from scratch” businesses. Why having a franchise is a go-to option for a lot of corporations? What benefits does it produce? Are there any downsides? Which business model is easier to maintain? Which business model is more cost-effective?
Marijuana business in the US: state law vs. federal law. What is the current stand of federal law on the issue? What about state law? What is your prediction for the marijuana-based businesses for the nearest future?
Governments vs. private businesses. How does the government manage private businesses in your country? What is the best strategy for a government-private business relationship? How does this relationship reflect on the economy of the country?
The Internet and consumer behavior . How does the Internet shape consumer behavior in modern days? Are there any drastic changes in consumer behavior as compared to ten years ago? Is the Internet just a new platform for advertising, or is there more to that? Produce real-life examples.
The culture of consumerism. What exactly is this phenomenon? Is it really a thing or just a popular penny dreadful? Is it a natural occurrence or an artificial design created by the major companies for increasing profit? What proofs of the latter can be produced?
The best countries to invest into in 2020. How can a country be invested into? Why would some corporations choose to do it? What are the criteria? Is it cost-effective? What are the real-life examples?

Here are some more business research topics to explore:

Outsourcing: its advantages and disadvantages for a business. Is it ethical?
Authors and copyright: which works better, legal names or nom de plumes?
Negotiation tactics : understanding authority.
Oil prices impacts on consumer behavior in Turkey .
Corruption cases: do state officials have a higher chance of succeeding with a request for dismissal?
Juicy Fruit: business strategies and product promotion .
Insider trading : how the nature of the offence and the punishment for it has changed through the decades.
American Airlines: the secret of success .
Alcohol: the advantages of the sale and consumption laws for the society’s well-being.
Organizational change capacity concept .
Death penalty: should it apply for the most severe corporate crimes?
The correlation between wages and employee productivity.
The correlation between strategic management and employee productivity .
The impact of staff motivation on employee productivity.
Managing employee retention .
Low-cost economy: companies benefits and drawbacks .
Sales letter vs. waste bin: how to avoid spam folder?
Startups: how to.
L’Oreal and Procter & Gamble: financial analysis .
Teenagers vs. business: the phenomenon of teenage business.
Logistical system: private and public warehouses combining .
Small business : the basis of economics.
Coca-Cola and PepsiCo: Comparative Analysis .
Third-world countries: how is business done there?
Taxes: types and uses.
The role of corporate lobbyists in American future .
Business ethics: is there a difference from general ethics? What are the laws?
What are the cultural differences of doing business in different countries?
Roadrunner Sport: social and digital media strategies .
The target audience: how to define it and how to attract it?
Crisis management in business.
Call centers outside the US: pros & cons .
Risks: how to calculate them in your business endeavor.
Monopolies : how do they impact the market?
Business dynasties: how does family business operate?
Copyright law : how does it operate?
A gaming lounge: business plan .
Services: what are the most and least popular in the market?
Dell Company: global strategies .
Charity: is it a good advertisement strategy for a business?
How to balance ecology and increasing production.
SunTrust: business strategies in banking industry .
Corporate culture : what company rituals are common in business?
Negotiation and diplomacy in business.
TransGlobal Airlines as a monopoly .
A healthy working environment and its importance in business
Google’s success: a case study .
Brands: what’s their place in the modern market?
American Airlines’ and US Airways merger .
Military crisis: a hindrance or a boost for business?
Small enterprises: what are the challenges?
British Petroleum: the corruption case .
Internet advertisement: is it overtaking the world of advertising?

The psychology behind people’s decision to buy a more expensive product or a higher quantity of it.
Feminism: how does it influence the way women consume?
Hilton’s investments into the Italian tourism sector: causes and effects .
Teenagers and brands: what brands are the most popular among modern teenagers?
Mandatory recycling: how would it affect the prices? Would it be cost-effective in the long term?
Advertising in schools: is it acceptable?
Social media: what marketing strategies are used there? Does it influence offline advertisement?
Tariffs on car imports in Ukraine.
Employee stress : does every company need to offer services of a psychologist?
Sports and art: do corporate extracurricular classes enhance employees’ creativity and result in a healthy work environment?
Walmart company: environmental sustainability .
Eco-friendliness: how can more eco-friendly policies be encouraged in companies and businesses?
The concept of perfect competition .
Personal guns: does the successful handgun production industry depend on their free distribution?
BMW group sustainability plan .
Minimum wage: should it be canceled? Why?
Starbucks, Toyota and Google: missions comparison .
Commerce and retail: what is the future? Will shopping activity move completely to the Internet?
Toyota and Plexus: pricing strategies .
Internet advertising: is it more effective than other types of advertisement?
Tobacco production: should higher taxes apply to the tobacco companies? Should they be obliged to donate to cancer treatment centers?
Alcohol production: should higher taxes apply to alcohol companies? Should they be obliged to donate to alcohol treatment centers?
Xerox: company profile and overview .
Business ethics: how does it influence important decisions made by a company?
Ethics and morality in a business-oriented world.
The rise and fall of Eastman Kodak .
A museum exhibition: how can it be made marketable?
The business guide to sustainability.
Mobile phones: what has facilitated their high sales rates in recent years?
Under Armour: company analysis and strategic alternatives .
International human resources : what are the major challenges and pitfalls?
Corporate rituals: what are the oldest and most rigid ones that are still practiced in companies?
Brainstorming: how effective is it in producing ideas and business solutions?
Healthy work environment: what does it look like, and how can it be created?
Financial crisis: how does it affect business in the US and worldwide?
Famous brands: what are the associated advantages of owning a product of a recognizable and respectable brand? Why are consumers often willing to pay for it more than for a less well-known alternative?
Image: how does it affect the modern business culture and consumer behavior?
Gender: does it influence the ability to manage small and large teams?
Hiring youth: why certain niche companies prefer to employ young people? What are the examples?
Differences in ethnic cultures: how do they influence team-building?
Differences in ages: do they create difficulties in departmental cross-functional cooperation?
Gender: why certain companies prefer to employ more women than men and vice versa? Are efficiency stereotypes empirically and numerically confirmed?
Fitness franchises: why are they more and more popular?
Franchise models: what types are out there? Which would you choose for a coffee house? Other examples are welcome.
Franchise promotion: is it the responsibility of the franchisee or of the franchise holder?
Franchise agreement: which items should be included to save from excessive spending with no reward?
What factors must be considered when choosing the market for business expansion?
Globalization and consumer behavior: how does one affect the other?
Chinese market: how does it benefit from globalization?
Globalization: will it continue to spread, or will it cease to decrease?
Business clusters: how do they move globalization?
Bank mergers : a wise strategy or a result of failure? When should a bank consider this move?
Bankruptcy : what are the most common reasons for it? Does it necessarily spell the end for a business?
Big-box stores : how to ensure the success of a big-box retailer?
Brand awareness: how to make people remember and recognize your brand?
Competitive intelligence: what are the best ways to gather and analyze information about the business environment?
Consumer loyalty: how to make a consumer develop a behavioral tendency of favoring one brand’s products over the other?
Consumer risk management: what are the best ways to minimize the potential risk of a product not meeting quality standards entering the marketplace? How to make it cost-effective?
Copycat products: why do they enter the market so easily, and what are the ways for a brand to fight for its copyright?
Corporate crime : how is it best for a company to redeem its reputation after being compromised?
Corporate social responsibility : how does this business model help make a company be socially accountable?
People Water: corporate social responsibility .
Customer competencies: how to enable your customers to learn and engage in an active dialogue?
Data security : how to protect data from unauthorized access and data corruption?
Downtown revitalization: how can it be beneficial for a business?
Ruth’s Chris restaurants: SWOT analysis .
Employee coaching: how is it different from managing? How is it best to organize employee coaching in a big/small company?
The “Do no harm” ethical principle in business.
Green products: are they good for a business? How can a company use less packaging, and reduce the amount of disposed toxics?
Industry disruptor: what is a disruptive innovation in business?
Intellectual capital: what are the components and what is the best way to unlock their potential?
Job sculpting: what is the best way to match a person to a job that unlocks their potential to the fullest degree?
Marketing ethics : what are the moral principles behind the regulation and operation of marketing in your country?
Mergers : what are the types, and why do businesses do it?
Organigraphs: how to graphically represent a company’s structure and processes? How are organigraphs different from a traditional organizational chart?
Philanthropy: what are the competitive advantages of corporate philanthropy?
Quality circles: how does it influence business positively?
Regional planning: how to place infrastructure across a large area of land efficiently?
Customer service initiatives: how to learn what your customers dislike, tolerate, and actively appreciate?
Bagel Store vs. Subway: comparative analysis .
Shared services model: why are they cost-efficient?
Short-term financing: in what types of businesses does it apply best?
Starbucks Effect: how does a Starbucks store affect home and property values?
Groupon: daily deal or lasting success ?
Strategic planning : how to establish the direction of a small business?
IBM Corporation: business strategies .
Labour strikes: what causes them? What are the consequences for a business in particular and for the economy in general?
Companies’ ethics: concepts and cases.
Subliminal advertising: how do they work?
Telemarketing: a thing from the past or a relevant method of advertising?
Underage workers: how does employment of minors work?
Underwriting: who provides underwriting services and who receives them?
Undocumented workers: do they have rights, and what are the risks?
Unions: what is their stand in your country?
Whistle blowing: is it regarded ethical in modern business practice?
Work ethic: what kind of belief system is that? Does it have any downsides?
Work-life balance : what are the ways of encouraging and maintaining it?
Business leadership: is it a skill that can be learned?
Stakeholders : what is their impact on the success of a business?
Global unemployment: why is it a worldwide phenomenon? What are the solutions to the problem?
International investment : why is it important to educate the public on its benefits?
International competition: what are the strategic measures of survival for local companies?
Job creation : how can big and small businesses create jobs?
Businesses and oceans: why is it crucial to institute and implement environmentally-friendly approaches?
Ethical conflicts: how to avoid cultural, religious, and political arguments at work?
Organizational environmental pollution: how does it affect consumer trust levels?
Business negotiation: what are the styles of intercultural dialogue?
Excessive work: what are the consequences of overworking ?

Marketing is one of the most prominent entities that govern our world. It’s the cornerstone of business, serving to identify and satisfy customers’ wants and needs. Without marketing, there is no business!

Here are some of the most relevant marketing research paper topics and ideas. Choose one, and you are bound to impress your professor!

Coronavirus: a case study. How has COVID-19 affected consumer behavior worldwide ? What about your own country? Are there any glaring examples of inadequate consumer behavior? What are the reasons behind them? How do different businesses deal with the consequences of quarantine? Produce examples of marketing centered around Coronavirus.
Zoom: a case study. How did Zoom manage to become a go-to platform during the Coronavirus outbreak ? Was it the brand’s clever marketing, or did something else influence the consumer choice? How did Zoom manage to outperform the dozens of rival video conferencing services? What are the numbers? Make your predictions on whether the company will be able to sustain its success after quarantine is over.
Gillette #MeToo commercial: a case study. How did the brand express its political stand on a pressing social subject? Did the campaign ultimately succeed in its goal? Did the backlash harm Gillette’s reputation, or was it a sign of successful branding? How did it ultimately reflect on sales? What can be learned from the data?
Xbox Series X: a case study. The Xbox Series X is the successor of the popular Xbox One home video game console. It is scheduled for release in late 2020. How is it advertised? How does its marketing campaign impact user behavior? Is it a fast process? Analyze the concept and the marketing campaign of the product.
Colin Kaepernick in a Nike commercial: a case study. How did the brand use an existing political situation to its advantage? Did the campaign ultimately succeed in its goal, or did it merely taint Nike’s reputation? Was it marketing genius or brand failure? What do the numbers say? What can be learned from the data?
Brexit and consumer behavior. How has Brexit affected consumer buying behavior in the UK? What about the EU? How did it impact currency exchange rate? What businesses benefited from it? What can be learned from the data?
Same product, different branding: a comparison. Two companies are selling the same product – only branding and packaging are different. What influences customers’ choice? Is the price relevant in this equation? What can be learned from the data?
Addictive consumer behavior. What brands are known to inspire addictive consumer behavior? What marketing tools do they employ? Are there any downsides for a business? Should companies be held liable for maniacal consumer behavior?
Corporate social responsibility as a brand marketing tool. How effective is it? Produce examples of brands whose sales increased after a charity or awareness campaign. What can be learned from the data? What are the pitfalls of the CPR approach?
The ROI in athletics. What exactly is return on investment? How is it calculated? Why is there close public attention to the ROI factor in athletics? How can ROI be used as a marketing tool? Produce real-life examples.

Slack: a case study. How popular is Slack as compared to rival platforms offering similar services? How much of its success can be attributed to marketing? Is its success currently on the rise or on the decline?
Uber : a case study. How has Uber become the leading company in its field? Analyze its history. What role did marketing play in its success? Analyze the company’s exit from the Chinese, Russian, and South Asian markets. Why did the company choose to do it? What benefits did it gain by doing so? What’s the current stand of the company?
Facebook: a case study. Facebook has faced a lot of backlash in recent years. How did the company manage it? What are the examples of Facebook’s different takes on marketing influenced by the company’s negative publicity?
Marketing in recession: a case study. The 2008 global financial crisis took a great toll on the markets worldwide. Nevertheless, there are stories of success for new products introduced to the market at the time. What companies managed to successfully roll out a product in the time following the 2008 global financial crisis? Give a case study of such a company.
Microsoft : a case study. How does Microsoft advertise its products? How are traditional storefronts doing market-wise as compared to the recent advertising trend, mobile phone marketing? What choices does the IT giant make concerning mobile ad targeting? Is it successful?
Black Friday : what’s the secret behind the phenomenon? Does it offer real value for money or is it simply a psychological trick of clever marketing?
Digital transformation: how to create an effective digital marketing budget?
Production expenditure: how does marketing affect it?
Jeep company’s marketing .
The Internet of things : what exactly is IoT? What are the examples? How can marketing be incorporated into it?
Volkswagen company’s information technology .
Volkswagen in America: managing IT priorities .
Relationship banking: how has it been influenced by digital promotion and mobile money accessibility? How is mobile banking redefining the customer-bank relationship?
Apple Computer Inc.: maintaining the music business .
Credit card responsibility: how to limit compulsive buying behaviors for credit card holders?
Corporate social responsibility: how do organizations use CSR to reinforce brand equity?
Servus Credit Union Ltd: marketing strategies.
Marketing manipulation tactics: what do brands do to get more customers?
Herfy’s marketing strategy in India .
Social media marketing as an image builder: different ways of communicating your brand image on the YouTube, Tik Tok, Twitter, Facebook, and Instagram platforms.
Consumer motivation on the BevCo example.
Influencers: how can Internet-famous people impact the buying choices of consumers ?

Marketing strategy connting digital devices.

A Coffee shop marketing strategy .
Direct marketing strategies: are consumers equipped enough to shield themselves from it?
The “Do no harm” ethical principle in business .
Maternity: what is the best way to market baby products?
Family orientation: how does it affect marketing in general?
Online shopping : what do buyers look for when shopping online? What attributes do they compare when choosing the product?
Harley Davidson, Naked Juice, and Tropicana Juice: brand perception analysis .
Global marketing: how does it incorporate standardization?
Social class differentiation: how do financial institutions market their products and services differently on the basis of social class?
Snapple Juice: marketing strategies .
Internet marketing: what trends can be expected to dominate the online world in the future?
Marketing and culture : how do advertising strategies vary across different cultures?
The Green Motor Car Company: marketing strategy .
Political campaigns: how can they impact advertising? Produce real-life examples.
Impulsive buying : how does it occur, and how do brands exploit it?
American Marketing Association: promotion strategy .
Loyalty cards: do they boost sales and encourage customer loyalty?
Brand trust: is it possible for well-marketed brands to get away with selling products of substandard quality?
Trust as the way to develop proper company-clients relationships.
Globalization: what is its impact on consumer behavior?
Customer loyalty : what brand attributes result in it?
Market monopoly: what are some of the successful marketing approaches that can help break through it?
Cause marketing : how does it impact a brand’s affinity with its target audience?
Brand equity : what is the effect of discount offerings and consumer promotions on it?
The outcomes of advertising in a recession
Top-of-mind awareness: how is it best achieved in modern times? Produce real-life data.
Event sponsorships and customer perceptions: how to?
Mobile ad targeting: pros and cons of mobile ad targeting based on users’ browser and app history.
Mortgage marketing: how to make customers be able to differentiate between various mortgage options offered by competing banks?
Drones production company marketing plan .
Click baiting: a promising novelty in sponsored posts promotion or a brand-compromising nuisance, best to be avoided for fear of bad associations with the brand?
Who are the consumers of Nivea?
Celebrity endorsement : what’s its impact on ROI for CPG brands?
Roadrunner Sport: social and digital media strategies.
Comparison advertising: is it effective in building brand equity?
Do consumers prefer purchasing routine grocery products online?
Is earned media perceived to be as important as it appears to be?
Word of mouth: what makes people want to forward content to their friends?
Viral content: how to?
Evolving family structures: what has changed and how to address it with marketing?
Augmented reality : how is it enhancing marketing experiences?
Artificial intelligence: what role does it play in modern marketing?
Advertising to children : how to? What are the pitfalls?
Brand salience: how to?
Humour in advertising: what’s the impact, and what’s the customer response?

As you are very well aware, accounting is all about numbers and measurements. It’s even been called the language of business! That’s why writing a research paper on one of the accounting research paper topics is such a good idea. You are going to master it in no time!

What are the main fields of accounting?

Financial Accounting
Management Accounting
Accounting Information Systems
Tax Accounting

There are carefully selected topics down below that explore each of those fields. Just go there and choose one – it’s that easy!

Taxes and politics. How do organizations fight for the reduction of the taxes they have to pay? How can politicians influence the tax rate in different spheres? Are there any real-life examples of that? How can this situation be curbed?
Financial markets. What are commodities and stocks? What is the role of financial markets in the global economy? Why are there few people who understand financial markets? What issues does it raise? What can be done about it?
Accounting information systems . What are the most popular accounting systems used by businesses nowadays? What are the most modern ones? How rapid is the flow of information today? How does it influence modern accounting? What can be done to advance it even further?
Managing and accounting. How can managerial accounting help a company make better decisions? How does it work? What are the possible examples of successful and unsuccessful decisions made in a company based on the managerial accounting reports?
Personal finances. Why should individuals hire personal accountants? How can this practice be systematized? What are the alternatives? Produce examples of modern mobile accounting applications and free online services. What are the pitfalls to be aware of?
Debt management. Why does such a serious issue exist in the modern world? Produce the current numbers of people for whom debt is a life-governing factor. What is the reason behind the prevalence of this problem? Who may benefit from this situation? How can this be fixed?
Auditing collusion. What is employee / auditing collusion? How can it result in an unfair marketing advantage? Why is it illegal? Produce real-life examples of auditing collusion disrupting marketing equilibrium. What can be done to anticipate and prevent such occurrences in companies?

Below are some other accounting research topics to explore:

Accounting decisions: what are the criteria for making them correctly?
General principles of accounting .

Forensic accounting : how does the investigation process go? What are the role and essential skills of forensic accountants?
Accounting theory: how is it influenced by culture?
Tax assessment: how to correctly assess the tax on organizational earnings?
The 2008 global financial crisis : what factors were the primary cause?
What are the steps on the way to becoming a certified accountant?
Accounting ethics: what are the modern dilemmas?
Accounting history : what are the historical prospects for the best accounting practices?
Accounting systems: what are the risks in the process of developing their design?
Earnings management: what are the perspectives?
Tax reduction: what are the most effective ways of doing it for organizations?
Managerial accounting: what are the effects of financial markets on management accounting?
Financial fraud: what are the ways to escape it?
Accounting theories: what is their meaning for business?
Nortel Networks Corporation Accounting Theory .
Normative theories: what are the issues with normative theorizing in accounting?
Theoretical concepts: how to implement them in practical accounting?
Earnings management: how to best organize it in a company?
Cash flow: what is the effect of external factors on cash flow in an organization?
Online accounting: can accountancy be effectively based on the Internet?
Offshore accounting: how does it work? What are the pros and cons?
Accounting systems: which are the most effective for accountants?
Tax code: how to?
Islamic banking: how is it different from the European approach?
Financial markets: what are the known commodities?
Financial markets: what is their role in the global economy?
Financial transparency: what are the strategies to make organizational finances transparent?
Cloud computing : what is its role in data management for accounting information systems?
Personal investment: important factors.
The ideal framework for AIS: what does an ideal framework for an accounting information system in multinational cooperatives look like?
Food production company: a financial plan .
Decision-making process: what is the role of AIS in the decision making process for medium / large economic enterprises?
Accounting frauds: analyze three major accounting frauds of the last decade in detail. Why is ethical judgment needed in accounting at all times?
Intellectual capital: how do two major business companies (of your choice) build a relationship between their financial statements and their intellectual capital?
Education for senior executives: how can business education for senior executives influence hedging behavior?
Non-profit accounting: what are its financial reporting requirements?

Project management is the cornerstone of doing business. After all, how can you do anything without organizing it first? You may think, “Oh, but that’s easy… I just do it!” But that’s not how it works in modern business.

In big corporations, the way you organize a project is often synonymous with its eventual success or failure. Project managers need all of their knowledge, skills, and techniques to make projects meet the requirements. Want to look deeper into the processes and secrets behind project management? The idea for your perfect project management research paper is waiting for you down below!

Project management software. Which project management tools dominate the market today? Are they cost-effective? What do they primarily focus on (e.g., cost, scheduling time, etc.)? Analyze different project management software and find out whether they really lead to project success and increase productivity or not.
Humanitarian logistics. How do system dynamics and project management principles affect logistics operations? The need for humanitarian logistics has increased around the world due to the rise in environmental disasters (earthquakes, tsunamis, etc.). How can the sustained damages be reduced? Analyze the collaboration between system dynamics and humanitarian logistics. How does it impact flows in the supply chain, stakeholders, and responses? What are the best adaptations of project management theories?
Project delay causes. Identify the leading symptoms and causes of project delays. How does it impact the project life cycle? How do global construction companies cope with it? What strategies have they devised to deal with the issue?
Factors of project selection. What are the primary factors that affect selecting a project? Analyze the shift of project benefits approach towards customer-centricity. What is the reason for it? What is the difference between the two approaches? Which is more effective in modern business?
IT industry and agile project management . What is the impact of agile project management on productivity in IT companies? Analyze it using quantitative research techniques. Measure improvement of productivity, customer satisfaction, and employee satisfaction. Analyze and report the outputs of the data using empirical hypothesis testing methods.
Implementation of project management practices . What is the impact of an organization on how project management practices are implemented? Analyze the more informal and people-focused project management practices that are used in small and medium-sized enterprises. Use mixed methods research techniques such as interviews and surveys. Choose companies from a specific sphere to collect data. Examine the size of the company and how it impacts project management practices.
Communication and quality. How significant is communication in maintaining timely delivery and quality of project activities? Analyze the importance of communication between the organization of a project and its stakeholders (external and internal). How does efficient communication help an organization meet the expectations?
Team conflict dynamics model: what conflict types and team conflict profiles are there? How can they produce resolutions that can lead a project to success?
Culture and conflict management: how different cultures of project managers may influence the methods of conflict resolution they implement? How does a project manager’s background affect the way they identify misdeeds and the way they try to deal with conflicts that arise in their project?
Project misalignment with business objectives: how does it affect the overall project performance?
Project management soft skills : how important are they in the context of project success rates? What is the cost of training, and what are the benefits? How do they help the project achieve the desired outcome?
Psychosocial stressors: how do they impact project manager performance? What types of psychosocial stressors are there? Does organizational culture have any mediating effect? Use real-life data.

Project management research trends: how do they influence project success? What is the relationship between project management research trends and social-economic trends?
Project management maturity factors: how do they influence project success in large enterprises? How come the role of projects has increased worldwide, but the overall number of successful projects hasn’t changed? What is the relationship between project performance factors and organizational project management maturity?
Agile-scrum beyond IT: how can it bring managerial benefits to other sectors? Analyze its potential for the healthcare industry. Illustrate how it may be applied to develop frameworks for quality and timeliness improvement. How can it help deliver healthcare in a large-scale patient setting?
Project completion rate: how do organizational characteristics influence it in the construction industry? Analyze data on project performance using key performance indicators (KPIs). Use social network analysis tools to document organizational characteristics.
Leadership style as a mediator: how to connect collaboration satisfaction and emotional intelligence? What leadership styles are there? What are their roles as mediators between emotional intelligence and collaboration satisfaction?
Effective project scheduling system: what are the effects of the application of this planning and scheduling style in construction projects? Use the critical path method (CPM) in the analysis of drafting and subsequent implementation of an effective project scheduling system for manufacturing renewable energy plants.
Effective project manager appointment guidelines: how to design and implement them for construction companies in XYZ? How do two types of leadership styles, person-centered and team-centered, differ when used by project managers? How can one balance them? What does Archer say on the topic in her Realist social theory? Use the data from your analysis for designing effective project manager appointment guidelines to be implemented in XYZ construction companies.
Controlling costs in project management: a systems approach. Analyze the work of the research and development departments for a US-based consumer goods manufacturer.
Management: power, authority, and influence .
Culture, project performance, and IT industry: what might be the causes of delay and failure due to cultural factors?
CISCO Systems Inc: strategies and management .
Initiation stage of a project: a review. Analyze the work of the US medicine sector.
Similar but different: review the similarities and differences in how people practice project management across the world.
Effective teamwork role for organizations performance .
Competitive advantage: does a company gain a competitive advantage by implementing expert management in a project?
Canbide Corporation: operations management tools .
Critical path analysis: how do project managers plan for it and assess it?
Diversity: management practices and principles .
The uncertainty: how valid is it in lengthy and difficult projects in the US construction industry?
Transformational and transactional leadership models.
The history: investigate and analyze the development and evolution of project management across the past 20 years.
The qualities of an efficient leader.
Understanding the intricacies: how important is the grasp of the project’s intricate nature for its effective management?
McDonalds: management effectiveness .
Benchmarking project management maturity: analyze the benchmark standard of measuring maturity in project management.
Shangri-La Hotels: company management .
Agile project management: how does academic literature help develop its understanding?
The organization of international business .
The PMBOK guidelines: do they prepare managers for handling project risks successfully?
Information management system: practical solutions .
Project management methodologies: how do various prevailing project management methodologies correspond with efficacy? Review the US market.
Subway in the US: management strategies in food industry .
Software development methodologies: how do organizations justify their choices?
Teamwork on project management: how important is it in the US healthcare system?
The concept of change in management .
Software tools: how do different project management software tools correspond with efficacy in the developed world?
Establishment of Ruth’s Chris Steak House in London: how to make a restaurant chain international?
Attitude towards risk: how does project management handle possible risks in the US oil and gas sector?

Package role in design and planning process .
Public procurement: what are the associated challenges for project management in the US IT sector?
Humility and its impact in leadership .
The stakeholder approach: how does a global perspective picture its overall success in adoption and completion of projects?
Management: Holistic Response to Client Issues .
Captiva Conglomerate: management strategies.
Best project management practices: what does the European financial sector tell us about them?
Hewlett-Packard: global supply chain management .
Leadership qualities: does successful project management need them?

Human resource management is one of the most interesting spheres of business. After all, it’s all about people!

There are three major areas of a human resource manager’s responsibilities. They are: staffing, allocating compensation and benefits for employees, and administrating work.

There’s so much you can do as an HR specialist. It’s as people-oriented as a profession can get. It’s always a continuous process, too. You’ll never get bored!

There are a number of questions an HR specialist needs to know the answer to. How to select the best recruits? How to encourage team spirit and teamwork among the employees? How to motivate people? How to appraise and how to punish? All of those questions and more are raised in our selection of human resources research topics!

Training of employees as a performance enhancer. How does training of employees correspond with their performance? Produce real-life data. Use a questionnaire to identify and determine the workforce needs in an organization. Analyze the data by calculating a simple percentage analysis. How much did employee training influence their performance? Was it cost-effective?
Performance evaluation and its impact on productivity. How does performance evaluation impact employee productivity? What is its purpose? What is the difference between formal and informal evaluations? How should a performance evaluation be carried out? Describe each of the steps. What is the influence of a poor evaluation on an employee’s morale and their absenteeism rate? Produce real-life data.
Motivation and its impact on morale. What motivation theories are there? Which are the most popular to utilize in organizations today? What does the process of staff motivation look like? Does it influence employee performance? Produce real-life data. Analyze the data by calculating a simple percentage analysis.
Performance appraisal and its impact on productivity. What is performance appraisal, and how is it different from performance evaluation / employee motivation? Why is it considered to be crucial for the growth and survival of an organization? What is the role of performance appraisal as a strategic factor? Describe what performance appraisal techniques are used in an organization. How does it impact employee productivity? Produce real-life data.
Human resource and its relevance in modern business. Why are the effective acquisition, utilization, and maintenance of human resources considered to be central to the growth of an organization? How can executive initiative utilize human resources profitably for an organization? What are the techniques of sustaining and developing human resources in an organization? How to achieve maximum cooperation between staff and management?
Stress and its impact on the employee performance. What is the effect of stress on workers’ performance? Produce real-life data. Collect data using questionnaires and descriptive survey research design. Present the collected data in tables. Analyze it using simple percentages and frequencies.
Staff training in business organizations. How to identify the training needs of an organization? What is the role of management in staff training and development? What types of training methods are there? What are the effects of training on employee performance? Produce real-life data.

Here are some of the simpler human resources topics to explore:

Employee loyalty: what are the main factors that can increase it?
The cost of prejudice and discrimination on the wprkplace .
Conflicts in the workplace : how to resolve them? What are the most typical ones?
Cultural differences: how can human resource managers work around cultural differences in an international company?

Recruiting students: what are the pros and cons?
Compensation and benefits are the parts of employment relationship .
Employees’ education: should a company pay for it?
Harmful outsourcing of United States jobs .
Outsourcing and freelance workers: what are the pros and cons?
Recruitment : what are the opportunities and risks of recruiting new team members?
How to motivate employees effectively?
HR managers: how to select, recruit, hire, and educate human resource managers?
Legal aspects of human resource management .
Overqualified employees: how should an HR manager deal with an overqualified employee?
Google company: workforce diversity policy .
Talent hunting and management: what’s the human resource manager’s role in this process?
Character types: what character types are there, and how do they affect the team-building process in a company?
Workplace harassment and bullying: how should a human resource manager deal with such challenges? What strategies of prevention are to be employed?
Diversity : how can a company encourage it? What is its impact on the dynamics in the workplace?
Communication: how to make it effective? How does it affect a company’s success?
Wages : do they affect employee productivity? How to increase employees’ motivation and make it cost-effective?
Assessing employee performance : what are the best ways to do it? What tools and criteria are there?
The role of diversity in the workplace .
Labor laws : what are the most critical issues to be resolved?
Company data: how to protect it in the age of technology?
Equal pay: are staff members paid equally, and how can HR managers address this issue?
Leadership styles.
Health problems: how can they affect employees’ productivity, and how can HR managers address this issue?
Riordan Manufacturing: HR marketing services.
Workplace motivation: what motivates people to work more?
Mergers and acquisitions: what is the role of an HR specialist in these processes?
Managing a diverse workforce.
Employee loyalty: how can HR specialists encourage employee loyalty through developing the job satisfaction factor?
Organizational burnout of employees .
Employee retention: which factors contribute to it?
Salary bonuses: what are their additional benefits? How can an HR specialist identify who is eligible for getting them?
Strategic human resources : is there global competitiveness on it, and why?
Human resources market: describe its demand and supply circle.
Daily childcare: how can it enhance the performance of employees in the company?
Compensation packages : what are they and what is their function? How can an HR specialist identify who is eligible for getting them?
Career planning : should it be more people-oriented, or is it to be centered around companies?
Professional qualities vs. fitting personality: which is more important?
Performance tests: how are they to be conducted?
Do remote interviews match in their effectiveness with personal ones?

The Accountancy , Business , and Management (ABM) research focuses on the basic concepts of financial, marketing, and business management. ABM research explores various strategies employed in the business, marketing, and accounting spheres. It helps specialists in the sphere discern which business theories work best when put to practice.

Qualitative research gathers non-numerical data used to uncover customers’ opinions, thoughts, and trends. ABM qualitative studies use focus groups, observations, and interviews. The importance of the qualitative method have been increasingly recognized in the ABM field as a rich in detail and insightful way of analyzing the current market situation.

The nature of business research is the collection, study, and analysis of various business-related data to acquire detailed information and use it to maximize sales and profit of a business. The employed research methods include qualitative and quantitative types. The importance and benefits of business research can’t be overrated.

A marketing research topic is an issue that a researcher is investigating in their marketing research paper. The topic needs to be specific and well-defined to ensure the success of a research project on market and marketing. Selecting a topic is a challenging part of the marketing research.

Learn more on this topic:

280 Good Nursing Research Topics & Questions
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A List of Research Topics for Students. Unique and Interesting
Good Research Topics, Titles and Ideas for Your Paper
Gale Databases: Gale
Writing a Research Paper: Purdue OWL
What are the Topics used in Research Starters – Business? EBSCO Connect
What should be a good topic for research related to Accountancy, Business, and Management? Quora
The difference between quantitative vs. qualitative research: SurveyMonkey
Understanding Quantitative vs. Qualitative Research: Medium.com
PhDs in Business & Management: Five Hot Research Topics (TopUniversities)
All Topics: Harvard Business Review
Research topics and projects: QUIT Business School
Browse All Topics: Harvard Business School
Market Research: Entrepreneur
Management Accounting Research: Elsevier
Accounting Research Tutorial: UF Libraries
What Is Management Research Actually Good For? Harvard Business Review
What is Management Research? University of Toronto
The value of management research to managers: The Conversation
Human Resources: Harvard Business School
Research & Surveys: SHRM
Human Resources in Research: UOttawa
BA (Hons) Business Studies: University of Stirling
BA Research: University of Newcastle
Education Studies BA: UCL Institute of Education
Areas of Research: PhD in Management, Michigan State University
Research focus areas in business and government: Victoria University of Wellington
PhD Subject Groups: Business School, University of Edinburgh
Research areas: The University of Sydney Business School
Research topics: Leeds University Business School
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RESEARCH TITLE ABOUT BUSINESS

Top 151+ Quantitative Research Topics for ABM Students

ABM is an acronym for Accounting, Business, and Management, which are essential fields of study for understanding how companies operate.

Quantitative research is crucial in ABM because it helps us make sense of data and numbers, providing valuable insights for decision-making.

Quantitative research topics can greatly benefit ABM students by enhancing their analytical skills and understanding of real-world applications.

In this blog, we will explain various quantitative research topics for ABM students, offering guidance and inspiration to excel in their academic and professional endeavors.

What Quantitative Research is Related to ABM?

Table of Contents

Quantitative research related to ABM (Accountancy, Business, and Management) encompasses various topics that utilize numerical data and statistical analysis to explore various aspects of these fields.

Examples include financial performance analysis, market segmentation studies, consumer behavior modeling, inventory optimization, risk management strategies, and employee productivity assessments.

Quantitative research in ABM aims to uncover patterns, relationships, and trends within business environments, providing valuable insights for decision-making, strategy formulation, and organizational improvement.

Significance of Quantitative Research Topics for ABM Students

Quantitative research topics hold significant importance for ABM (Accountancy, Business, and Management) students for several reasons:

Enhances Analytical Skills

Quantitative research topics enable ABM students to develop strong analytical skills by working with numerical data and applying statistical methods to draw meaningful conclusions.

Real-World Application

These topics provide practical insights into how quantitative analysis is used in real-world business scenarios, preparing students for challenges they may encounter in their future careers.

Decision-Making Support

Quantitative research equips ABM students with the tools to make informed decisions based on data-driven evidence, improving their ability to solve complex problems and strategize effectively.

Competitive Advantage

Proficiency in quantitative research topics gives ABM students a competitive edge in the job market, as employers value candidates who can leverage data to drive business outcomes.

Research Versatility

Exposure to diverse quantitative research topics allows students to explore various areas within ABM, helping them identify their interests and potential career paths.

List of Best Quantitative Research Topics for ABM Students

Here’s a list of quantitative research topics suitable for ABM (Accountancy, Business, and Management) students:

Financial Analysis and Modeling

Predictive modeling of stock market trends.
Analysis of financial performance using ratio analysis.
Forecasting cash flow for small businesses.
Valuation methods for mergers and acquisitions.
Impact of interest rate changes on investment decisions.
Risk assessment and management in investment portfolios.
Evaluating the effectiveness of financial derivatives.
Analyzing the relationship between corporate governance and financial performance.
Comparative analysis of accounting standards across countries.
Evaluating the impact of tax policies on corporate finances.

Market Research and Consumer Behavior

Determining market demand elasticity for a specific product.
Analyzing consumer behavior in online vs. brick-and-mortar retail settings.
Pricing strategies and their impact on consumer purchase decisions.
Assessing brand loyalty and its drivers in a competitive market.
Impact of advertising on consumer perception and purchase intention.
Analyzing the effectiveness of social media marketing campaigns.
Market segmentation is based on demographic and psychographic factors.
Identifying emerging market trends through data analytics.
Evaluating the influence of packaging design on consumer preferences.
Cross-cultural differences in consumer behavior and marketing strategies.

Operations Management and Supply Chain

Optimization of inventory management using quantitative models.
Analysis of supply chain disruptions and their impact on business performance.
Lean manufacturing techniques and their effectiveness in improving efficiency.
Evaluating the environmental impact of logistics operations.
Capacity planning and resource allocation in service industries.
Forecasting demand for perishable goods in supply chains.
Application of Six Sigma methodologies in process improvement.
Analyzing the bullwhip effect in supply chain dynamics.
Cost-benefit analysis of outsourcing vs. in-house production.
Evaluating the efficiency of transportation networks using network optimization models.

Human Resource Management

Predictive modeling of employee turnover and retention.
Assessing the effectiveness of performance appraisal systems.
Impact of diversity and inclusion initiatives on organizational performance.
Analyzing the relationship between employee satisfaction and productivity.
Evaluating the ROI of training and development programs.
Compensation strategies and their impact on employee motivation.
Workplace ergonomics and its effect on employee health and productivity.
Analysis of job design and its influence on job satisfaction.
Talent acquisition and recruitment strategies in the digital age.
Assessing the effectiveness of flexible work arrangements on employee engagement.

Strategic Management and Business Planning

SWOT analysis of a company’s competitive position.
Assessing the effectiveness of strategic alliances in achieving business objectives.
Evaluating the impact of disruptive technologies on industry dynamics.
Analyzing the success factors of international market entry strategies.
Strategic options for sustainable growth in emerging markets.
Corporate social responsibility and its impact on brand reputation.
Scenario planning for business continuity and risk management.
Competitive benchmarking and industry analysis.
Evaluating the feasibility of diversification strategies for business expansion.
Strategic decision-making under uncertainty using decision tree analysis.

Financial Risk Management

Value-at-Risk (VaR) analysis for portfolio risk assessment.
Credit risk modeling and default prediction in lending portfolios.
Evaluating the effectiveness of hedging strategies in mitigating currency risk.
Stress testing and scenario analysis for financial institutions.
Liquidity risk management in banking institutions.
Analysis of systemic risk in interconnected financial markets.
Evaluating the impact of regulatory changes on financial risk management practices.
Measuring and managing interest rate risk in fixed-income portfolios.
Credit scoring models for assessing borrower creditworthiness.
Evaluating the impact of macroeconomic factors on financial risk exposure.

Accounting Information Systems

Evaluating the effectiveness of enterprise resource planning (ERP) systems in improving accounting processes.
Cybersecurity risks and controls in accounting information systems.
Data analytics techniques for fraud detection and prevention.
Blockchain technology and its potential applications in accounting.
Cloud computing adoption in accounting information systems.
Impact of artificial intelligence and machine learning on accounting practices.
Evaluating the usability and user satisfaction of accounting software.
Integration of sustainability reporting into accounting information systems.
Analysis of data quality issues in accounting databases.
Assessing the cost-benefit of implementing new accounting information systems.

Business Ethics and Corporate Governance

Evaluating the impact of ethical leadership on organizational culture.
Corporate governance mechanisms and their effectiveness in preventing corporate scandals.
Analysis of conflicts of interest in corporate decision-making.
Assessing the role of whistleblowing in corporate transparency and accountability.
Ethical considerations in executive compensation practices.
Corporate social responsibility reporting and its influence on stakeholder perceptions.
Board diversity and its impact on corporate governance effectiveness.
Analyzing the ethical implications of international business operations.
Codes of conduct and their role in shaping organizational behavior.
Stakeholder engagement strategies for promoting ethical business practices.

Financial Markets and Investments

Analysis of behavioral biases in investor decision-making.
Evaluating the performance of mutual funds using quantitative metrics.
Impact of news sentiment on stock market volatility.
Trading strategies and algorithmic trading in financial markets.
Analysis of asset pricing models and their implications for investment management.
Evaluating the efficiency of financial markets using market microstructure analysis.
Portfolio optimization techniques for risk-adjusted returns.
Evaluating the performance of sustainable investing strategies.
Market anomalies and their implications for investment strategies.
Impact of geopolitical events on financial markets and investment decisions.

Entrepreneurship and Innovation

Factors influencing entrepreneurial success in startup ventures.
Analysis of innovation ecosystems and their role in fostering entrepreneurship.
Assessing the effectiveness of incubators and accelerators in supporting startups.
Impact of intellectual property rights on innovation and entrepreneurship.
Evaluating crowdfunding platforms as a source of financing for startups.
Analysis of open innovation strategies and their impact on firm performance.
Determinants of technology adoption among small and medium-sized enterprises (SMEs).
Assessing the role of government policies in promoting entrepreneurship and innovation.
Social entrepreneurship and its impact on community development.
Evaluating the scalability of business models in high-growth startups.

Corporate Finance and Investment Banking

Evaluating the capital structure decisions of firms using quantitative models.
Analysis of initial public offerings (IPOs) and their impact on firm value.
Leveraged buyouts (LBOs) and their implications for corporate restructuring.
Valuation of private equity investments using discounted cash flow (DCF) analysis.
Analysis of corporate dividend policy and its effect on shareholder wealth.
Evaluating the efficiency of capital markets in pricing financial assets.
Measuring the performance of investment banks in underwriting securities.
Impact of corporate governance practices on firm valuation in M&A transactions.
Financial distress prediction models for distressed firms.
Analysis of risk-return tradeoffs in investment banking activities.

International Business and Globalization

Evaluating the impact of trade agreements on international business operations.
Foreign market entry strategies and their effectiveness in different cultural contexts.
Analysis of currency exchange rate fluctuations and their impact on multinational corporations.
Evaluating the effectiveness of global supply chain management strategies.
Cultural intelligence and its role in international business negotiations.
Impact of political instability on international business investments.
Comparative analysis of market entry barriers in different regions.
Internationalization strategies for small and medium-sized enterprises (SMEs).
Evaluating the impact of globalization on income inequality.
Cross-cultural leadership challenges in multinational corporations.

Environmental Sustainability and Corporate Social Responsibility

Carbon footprint measurement and reduction strategies for businesses.
Evaluating the financial performance of sustainable investment portfolios.
Analysis of sustainable supply chain management practices and their impact on firm performance.
Corporate reporting on environmental, social, and governance (ESG) metrics.
Assessing the effectiveness of green marketing strategies in promoting sustainable products.
Impact of environmental regulations on corporate profitability.
Evaluation of corporate water management practices and their implications for sustainability.
Adoption of renewable energy technologies in corporate operations.
Corporate philanthropy and its role in community development.
Sustainable tourism practices and their impact on local economies.

Technological Innovation and Digital Transformation

Analysis of disruptive technologies and their impact on traditional industries.
Adoption of artificial intelligence and machine learning in business operations.
Impact of digital platforms on consumer behavior and market dynamics.
Evaluating the cybersecurity risks of digital transformation initiatives.
Analysis of big data analytics and its applications in business decision-making.
Blockchain technology and its potential to transform business processes.
Impact of Industry 4.0 technologies on manufacturing efficiency and productivity.
Adoption of Internet of Things (IoT) devices in supply chain management.
Digital marketing strategies for reaching tech-savvy consumers.
Ethical considerations in the use of emerging technologies in business.
Evaluation of the potential of augmented reality (AR) and virtual reality (VR) technologies in enhancing customer engagement and product experiences in retail industries.

Health Care Management and Policy

Analysis of healthcare expenditure trends and their implications for healthcare financing.
Evaluating the impact of healthcare reforms on access to care and patient outcomes.
Health outcomes research using quantitative methods to assess treatment effectiveness.
Analysis of healthcare disparities and their underlying determinants.
Cost-effectiveness analysis of healthcare interventions and treatments.
Evaluating the financial performance of healthcare organizations using benchmarking techniques.
Healthcare workforce planning and optimization using predictive modeling.
Analysis of patient satisfaction and its relationship with healthcare quality.
Evaluating the impact of telemedicine and digital health technologies on healthcare delivery.
Comparative analysis of healthcare systems and policies across different countries.
Assessing the effectiveness of remote patient monitoring systems in improving chronic disease management and reducing healthcare costs.

How to Select the Right Quantitative Research Topic for ABM Students?

Selecting the right quantitative research topic for ABM (Accountancy, Business, and Management) students is crucial for ensuring a meaningful and successful research experience. Here are some steps to help students select an appropriate research topic:

Identify Interests: ABM students should reflect on their interests within the field, considering areas of accounting, business, and management that intrigue them.
Review Literature: Conduct a thorough review of existing literature to identify gaps or areas that warrant further investigation.
Consider Relevance: Assess the relevance of potential topics to current trends, issues, or challenges in the ABM field.
Evaluate Feasibility: Determine the feasibility of researching each topic, considering data availability, accessibility, and research methods.
Seek Guidance: Consult with professors, mentors, or professionals to gain insights and guidance on selecting a suitable research topic.

Challenges in Conducting Quantitative Research Topics for ABM Students

Quantitative research in accountancy, business, and management (ABM) can present several challenges for students. Here are some common challenges:

1. Data Collection

ABM students may face challenges in obtaining relevant and accurate data, especially when dealing with proprietary or sensitive information.

2. Statistical Analysis

Conducting complex statistical analyses requires proficiency in statistical software and methodologies, which can be daunting for students with limited experience.

3. Sample Size

Ensuring an adequate sample size for statistical validity can be challenging, particularly when working with limited resources or niche populations.

4. Time Constraints

Quantitative research often involves extensive data collection, analysis, and interpretation, requiring careful time management to meet project deadlines.

5. Validity and Reliability

Maintaining the validity and reliability of research findings requires meticulous attention to detail and rigorous methodology, posing challenges for inexperienced researchers.

6. Ethical Considerations

Addressing ethical concerns such as privacy, confidentiality, and data manipulation requires careful consideration and adherence to ethical guidelines.

Wrapping Up

Quantitative research topics offer ABM students a pathway to deepen their understanding and contribute meaningfully to the dynamic fields of accounting, business, and management.

By exploring numerical analysis and empirical inquiry, students can enhance their analytical skills, address real-world challenges, and make informed decisions in their academic and professional endeavors.

The diverse array of topics provides ample opportunities for exploration and innovation, empowering students to navigate complexities, drive organizational success, and shape the future of the ABM landscape.

Through diligent research and dedication, ABM students can leverage quantitative methodologies to generate valuable insights and make lasting contributions to their chosen fields.

Frequently Asked Questions (FAQs)

1. what are the key differences between quantitative and qualitative research in the context of abm studies.

Quantitative research in ABM utilizes numerical data and statistical analysis to quantify relationships and patterns, while qualitative research focuses on exploring subjective experiences and perspectives through observations, interviews, and textual analysis.

2. How can ABM students ensure the validity and reliability of their quantitative research findings?

ABM students can ensure validity and reliability by employing rigorous research design, using validated measurement instruments, ensuring data accuracy, and conducting appropriate statistical analyses to minimize bias and errors in their findings.

3. How can ABM students overcome challenges related to data collection and analysis in quantitative research?

ABM students can overcome data collection and analysis challenges by clearly defining research objectives, selecting appropriate data sources, employing systematic data collection methods, and utilizing advanced statistical tools to analyze and interpret data accurately and effectively.

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ABM Thesis Topics

This page provides a comprehensive list of ABM thesis topics tailored to support students in the fields of accountancy, business, and management as they embark on their academic thesis journey. It is designed to assist students in navigating through the vast areas of study within the ABM disciplines, offering inspiration and guidance for selecting pertinent thesis topics. Whether you are interested in exploring contemporary issues in corporate finance, examining the details of digital marketing strategies, or analyzing the impacts of global economic changes on business practices, this resource aims to equip you with a wide array of topics that reflect current trends and future directions in the ABM landscape. The purpose is to foster a deeper understanding of each subject and to help students produce meaningful and impactful academic work.

1200 ABM Thesis Topics and Ideas

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Get 10% off with 24start discount code, accounting thesis topics.

The Impact of Automation on Financial Reporting and Compliance
Evaluating the Effectiveness of Risk Management Practices in Large Corporations
The Role of Accounting Information Systems in Enhancing Business Decisions
Analysis of Tax Reforms and Their Impact on Small Businesses
International Financial Reporting Standards (IFRS) vs. U.S. Generally Accepted Accounting Principles (GAAP): A Comparative Study
The Role of Forensic Accounting in Preventing and Detecting Fraud
The Effect of Corporate Governance on Firm Performance and Financial Integrity
Sustainability Reporting: Its Impact on Corporate Transparency and Investor Decisions
The Influence of Digital Currencies on Traditional Accounting Practices
Audit Quality and Its Impact on Corporate Scandals: Case Studies from Major Global Markets
Accounting Ethics and the Global Challenges of Corporate Social Responsibility
The Evolution of Accounting Methods in the Technological Age
The Impact of Financial Literacy on Personal Financial Planning and Success
Non-Profit Accounting: Challenges and Best Practices
Cost-Volume-Profit Analysis in the Service Industry
The Role of Accounting in Strategic Planning and Performance Management
Investigating the Effects of Budgetary Controls on Organizational Performance
Accounting for Mergers and Acquisitions: Strategies and Challenges
The Influence of Culture on Accounting Practices across Different Nations
The Future of Blockchain in Accounting: Opportunities and Challenges

Advertising Thesis Topics

The Effectiveness of Social Media Advertising in Building Brand Awareness
Consumer Perception of Green Advertising and Its Impact on Brand Loyalty
The Role of Emotional Appeals in Advertisement: A Gender-Based Analysis
The Impact of Digital Advertising on Consumer Purchase Decisions
Advertising Strategies in the Age of Ad Blockers: Challenges and Solutions
The Influence of Celebrity Endorsements on Consumer Behavior
Cross-Cultural Advertising: Strategies for Global Brands
The Use of Big Data in Predicting Advertising Trends and Consumer Behavior
Ethical Considerations in Advertising: Regulation and Consumer Rights
The Role of Native Advertising within Content Marketing
Measuring the Impact of Visual Elements in Print Advertising on Brand Recall
The Effectiveness of Viral Marketing Campaigns in Promoting New Products
Advertising and Consumer Protection: A Study of False and Misleading Advertisements
The Role of Mobile Advertising in Consumer Engagement
Consumer Responses to CSR (Corporate Social Responsibility) Advertising
The Impact of Political Advertising on Voter Behavior
Behavioral Targeting in Advertising: Techniques and Consumer Perceptions
The Evolution of Outdoor Advertising: Trends, Challenges, and Effectiveness
Gender Stereotypes in Advertising and Their Impact on Society
The Future of Programmatic Advertising and Real-Time Bidding Systems

Agribusiness Thesis Topics

The Role of Agribusiness in Sustainable Agricultural Development
Impact of Climate Change on Agribusiness: Adaptation Strategies for Farmers
The Effectiveness of Agricultural Subsidies in Promoting Farm Sustainability
Technological Innovations in Agribusiness: A Path to Enhanced Agricultural Productivity
Supply Chain Management Practices in Agribusiness: Case Studies from Leading Exporters
The Economic Impact of Organic Farming in Developing Countries
Consumer Attitudes Towards Genetically Modified (GM) Foods in Agribusiness
The Role of Women Entrepreneurs in Agribusiness Development
Agro-Tourism as a Sustainable Business Model: Opportunities and Challenges
The Influence of Global Trade Policies on Local Agribusiness Companies
Risk Management Strategies in Agribusiness: A Study of Crop Insurance Models
The Impact of Biofuels Production on Agricultural Markets and Food Prices
Precision Agriculture: Using IoT and AI to Enhance Farming Practices
The Challenges of Water Resource Management in Agribusiness
The Role of Cooperative Societies in Enhancing Agribusiness Ventures
Urban Farming as a Business Model for Sustainable City Living
The Impact of Agricultural Credit on Smallholder Farm Productivity
Marketing Strategies for Agribusiness: A Study of Direct-to-Consumer Models
The Role of Agricultural Education in Promoting Innovative Agribusiness Ideas
Policy Analysis of Agricultural Subsidies and Their Impact on Farm Income

Business Administration Thesis Topics

The Impact of Remote Work on Organizational Culture and Employee Productivity
Leadership Styles and Employee Retention in the Post-COVID Era
The Role of Corporate Social Responsibility in Modern Business Administration
Strategic Decision Making in High-Velocity Markets
Business Ethics: A Study of Its Evolution and Future Trends
The Influence of Technological Advancements on Business Process Reengineering
Crisis Management Strategies for Sustainable Business Continuity
The Future of Supply Chain Management: Integration of AI and Machine Learning
Consumer Data Privacy: Challenges and Strategies for Businesses
The Role of Mentorship Programs in Enhancing Employee Development and Succession Planning
The Impact of Agile Methodologies on Project Management
Corporate Wellness Programs and Their Effect on Employee Performance and Well-being
The Future of Entrepreneurial Ventures in the Digital Age
Impact of Globalization on Local Businesses: Strategies for Survival and Growth
Organizational Agility: Preparing for Rapid Market Changes
Innovation Management: How Companies Foster Creative Solutions to Stay Ahead
The Role of Artificial Intelligence in Decision Making within Corporate Governance
Sustainable Business Practices: From Concept to Implementation
The Impact of E-commerce on Traditional Business Models
Diversity and Inclusion Strategies in Global Corporations

Business Analytics Thesis Topics

The Role of Big Data in Shaping Business Strategies
Predictive Analytics: Transforming Industries through Forecasting Trends
The Application of Machine Learning Techniques in Customer Relationship Management
Business Analytics in the Healthcare Industry: Improving Patient Care and Operations
The Use of Analytics in Personalizing Marketing Campaigns
Sentiment Analysis: Measuring Brand Perception on Social Media
Real-Time Analytics: The Key to Enhanced Decision-Making
Blockchain Technology in Business Analytics: Opportunities and Challenges
The Future of Financial Analytics: Tools and Techniques for Risk Assessment
Ethical Considerations in Data Mining and Analytics
Enhancing Supply Chain Efficiency through Advanced Analytic Techniques
The Role of Artificial Intelligence in Business Analytics
Impact of Business Analytics on Competitive Strategy
Predictive Maintenance in Manufacturing: Using Analytics to Reduce Downtime
Consumer Analytics: Behavior Patterns and Purchase Decision Processes
Analytics in E-commerce: Optimizing Customer Journey through Data
Cybersecurity Analytics: Identifying Threats and Vulnerabilities in Business Systems
The Integration of Geographic Information Systems (GIS) with Business Analytics
Talent Analytics: Strategies for Human Resource Management
The Future of Analytics in the Gig Economy: Challenges and Opportunities

Business Economics Thesis Topics

The Economic Impacts of Tariffs and Trade Wars on Global Markets
Behavioral Economics: Understanding Consumer Decision-Making Processes
The Effectiveness of Monetary Policies in Post-Recession Economies
The Role of Economic Analysis in Environmental Policy
Cryptocurrencies: Economic Benefits and Regulatory Challenges
The Future of Labor Markets in an Increasingly Automated World
Economic Perspectives on Global Healthcare Challenges
The Influence of Economic Policy on Innovation and Technological Change
Housing Markets and Economic Cycles: A Predictive Analysis
The Economics of Renewable Energy and Its Impact on Global Economies
The Role of SMEs in Economic Development
Economic Forecasting Models: Techniques and Accuracy in the Digital Age
The Impact of Microfinance on Poverty Alleviation and Economic Development
The Economics of Privacy in a Data-Driven World
Economic Strategies for Combating Climate Change
The Gig Economy: Economic Implications for Workers and Businesses
International Investment and Economic Stability
The Economics of Sustainable Tourism
The Future of Economic Globalization: Challenges and Opportunities
Fiscal Policies and Their Impact on Economic Growth in Emerging Markets

Business Informatics Thesis Topics

The Impact of IoT (Internet of Things) on Business Models and Operations
Cybersecurity Threats in Business: Identifying Risks and Implementing Countermeasures
Blockchain Technology: Applications in Secure Business Transactions
The Role of Artificial Intelligence in Enhancing Business Decision-Making Processes
Cloud Computing: Transforming Business Operations and Data Management
The Influence of Big Data Analytics on Strategic Business Planning
Developing Effective User Interfaces for Business Applications
The Integration of Digital Assistants into Corporate Environments
Predictive Analytics for Improving Customer Service Operations
Augmented Reality and Virtual Reality: Transforming Business Training and Development
The Future of Robotic Process Automation (RPA) in Streamlining Business Processes
Ethical Considerations in the Use of AI in Business Informatics
The Role of Information Systems in Enhancing Organizational Efficiency
E-commerce Optimization Through Advanced Data Analysis Techniques
The Impact of Mobile Technologies on Business Communication and Collaboration
Network Infrastructure Design for Scalable Business Operations
The Evolution of Digital Marketing Through Data Analytics
Enhancing Supply Chain Management Through Information Systems
Telemedicine: Information Technology Transforming Healthcare Business Models
Data Governance and Privacy in Business: Balancing Utility with Confidentiality

Business Law Thesis Topics

The Implications of GDPR and Other Global Privacy Laws on International Business
Intellectual Property Rights in the Digital Age: Challenges and Solutions
The Impact of Brexit on European Business Law
Corporate Responsibility and Environmental Law: A Study of Green Business Practices
The Legal Challenges of E-commerce, Including Online Contracts and Consumer Rights
The Role of Arbitration in Resolving International Business Disputes
Employment Law: Evolving Legal Considerations in a Remote Working World
The Legal Framework for Venture Capital and Startups
The Enforcement of Antitrust Laws in the Tech Industry
Legal Issues in Advertising: From Traditional Media to Social Networks
Corporate Governance: Compliance and Best Practices in the Modern Corporation
Legal Risks Associated with Mergers and Acquisitions
The Influence of International Trade Laws on Global Supply Chains
Consumer Protection Laws in the Financial Sector
Legal Aspects of Corporate Finance and Securities Markets
Cyber Law and Business: Protecting Corporate Information Assets
The Legalities of Business Insolvency and Bankruptcy
Regulatory Challenges in the Pharmaceutical Industry
The Intersection of Law and Business Ethics: Case Studies on Corporate Scandals
The Role of Legal Advice in Strategic Business Management

Business Management Thesis Topics

Leadership in Crisis: Effective Strategies for Managing During Uncertainty
The Role of Sustainability in Strategic Business Management
Corporate Culture and Its Impact on Employee Engagement and Productivity
Innovation Management: Fostering Creativity to Sustain Competitive Advantage
The Use of Business Simulation Tools for Management Training
The Influence of Globalization on Organizational Structure and Management Practices
Conflict Resolution Strategies in Multicultural Business Environments
Performance Management Systems: Enhancing Employee Efficiency and Motivation
Business Ethics: Managing Ethical Dilemmas in Corporate Decision-Making
Managing Diversity and Inclusion in the Global Workplace
The Impact of Digital Transformation on Business Management
Customer Relationship Management: Strategies for Enhancing Customer Loyalty and Retention
Supply Chain Resilience: Managing Risks and Disruptions
Strategic Human Resource Management: Aligning HR with Business Goals
The Role of Data-Driven Decision Making in Business Management
Change Management: Techniques for Ensuring Smooth Transitions in Business Operations
The Impact of Technological Innovation on Traditional Business Management Models
Crisis Management and Business Continuity Planning
The Role of Mentorship in Leadership Development
Competitive Strategy: Analyzing Market Trends and Positioning for Growth

Business Strategy Thesis Topics

Analyzing the Strategic Impact of Artificial Intelligence on Traditional Business Models
The Role of Strategic Alliances in Facilitating Global Expansion
Sustainability as a Core Component of Corporate Strategy
The Impact of Technological Disruption on Competitive Advantage
Strategic Responses to Consumer Demand Shifts in the Post-COVID Market
The Use of Big Data in Formulating Business Strategies
Examining the Long-Term Effects of Remote Work on Business Strategy
Entry Strategies for Emerging Markets: Challenges and Opportunities
The Strategic Implications of Blockchain Technology Across Different Industries
Competitive Strategies in High-Velocity Markets
The Influence of Corporate Governance on Strategic Decision Making
Strategies for Managing Brand Reputation in the Digital Age
The Role of Customer Experience in Strategic Business Development
Business Models for the Sharing Economy: Opportunities and Challenges
Strategic Planning for Business Resilience: Lessons from Global Crises
The Future of E-commerce: Strategic Trends and Predictions
Leveraging Corporate Social Responsibility for Competitive Advantage
Innovation Strategies in Mature Industries
Business Strategy in the Age of Global Supply Chain Uncertainty
Strategic Management of Intellectual Property for Tech Companies

Change Management Thesis Topics

Best Practices for Managing Organizational Change During Digital Transformation
The Role of Leadership in Successful Change Implementation
Employee Resistance to Change: Strategies for Management and Overcoming Challenges
Change Management in Non-Profit Organizations: Unique Considerations and Approaches
The Impact of Organizational Culture on Change Management Strategies
Agile Methodologies in Change Management: A Study of Flexibility in Organizational Processes
The Influence of Change Management on Employee Well-being and Job Satisfaction
Change Communication Strategies: Effective Methods for Engaging Stakeholders
The Role of Technology in Facilitating Organizational Change
Managing Change in Multinational Corporations: Cultural and Legal Challenges
The Impact of Mergers and Acquisitions on Organizational Change Processes
Strategic Change Management: Aligning Change with Long-Term Business Goals
Evaluating the Effectiveness of Change Management Models in Healthcare
Change Management in the Context of Corporate Sustainability Initiatives
The Role of Human Resources in Supporting Change Management
Organizational Learning as a Catalyst for Change Management
Managing Change in Family-Owned Businesses
The Psychology of Change Management: Understanding Human Behaviors
Measuring the Success of Change Management Initiatives
Change Management in Public Sector Organizations

Commercial Law Thesis Topics

The Legal Framework for International Trade Agreements: Challenges and Opportunities
Analyzing the Impact of Intellectual Property Law on Innovation
Legal Strategies for Protecting Corporate Interests in Joint Ventures
The Enforcement of Commercial Contracts: A Comparative Study
Consumer Protection Laws in Digital Marketplaces
The Role of Arbitration in Resolving Commercial Disputes
E-commerce Regulations: Addressing Cross-Border Legal Challenges
Commercial Insolvency Law: Preventive Measures and Remedies for Businesses
Legal Issues in Advertising: The Intersection of Law and Ethics
Regulatory Challenges in the Banking and Finance Sector
Corporate Taxation Law: International Perspectives and Practices
The Role of Law in Corporate Finance: Securities, Investments, and Compliance
Antitrust Laws and Their Impact on Corporate Strategy
Legal Aspects of Corporate Restructuring
The Future of Commercial Law in the Face of Technological Advancements
Employment Law in Commercial Settings: Rights and Obligations
Legal Risks in Real Estate Transactions for Businesses
Data Protection and Privacy: Legal Obligations for Businesses
The Legal Implications of Artificial Intelligence in Business Practices
Corporate Liability in Environmental Law

Consumer Behavior Thesis Topics

The Impact of Social Media Influencers on Buying Decisions Among Millennials
Consumer Reactions to Corporate Social Responsibility Initiatives
The Role of Augmented Reality in Enhancing Online Shopping Experiences
Behavioral Economics: How Economic Conditions Influence Spending Habits
The Effectiveness of Personalized Marketing on Consumer Purchase Patterns
Cultural Influences on Consumer Behavior in Global Markets
The Psychology Behind Impulse Buying in E-commerce
Sustainable Consumption: Identifying Factors That Motivate Eco-friendly Buying Decisions
The Influence of Brand Loyalty on New Product Adoption
Consumer Privacy Concerns and Trust in Digital Transactions
The Impact of Packaging Design on Consumer Perceptions and Purchasing Decisions
Consumer Decision-Making Processes in the Health and Wellness Industry
The Role of Consumer Reviews and Ratings in the Hospitality Industry
Trends in Consumer Behavior Post-COVID-19 Pandemic
Neuromarketing: Understanding Subconscious Triggers in Consumer Choices
The Role of Value Perception in Luxury Goods Consumption
The Effects of Economic Recession on Consumer Buying Behavior
Consumer Adoption of Smart Home Technologies
The Influence of Payment Methods on Consumer Spending
The Role of Experiential Marketing in Building Customer Engagement

Corporate Finance Thesis Topics

The Impact of Global Economic Shifts on Corporate Financing Strategies
Trends in Mergers and Acquisitions: Financial and Strategic Considerations
The Role of Cryptocurrencies in Corporate Finance
Risk Management in Financial Markets: Modern Tools and Techniques
The Effect of Corporate Financial Structure on Shareholder Value
Financing Green Energy Projects: Challenges and Opportunities
The Influence of Financial Technology Innovations on Traditional Banking Models
Dividend Policy and Its Impact on Corporate Growth
Assessing the Viability of Venture Capital in Emerging Markets
Financial Planning and Analysis: Best Practices in Large Corporations
The Role of Credit Ratings in Corporate Bond Markets
Strategies for Managing Foreign Exchange Risk in Multinational Corporations
The Impact of Regulatory Changes on Corporate Investment Decisions
Corporate Financial Transparency and Its Effect on Investor Confidence
Analyzing the Economic Impacts of Corporate Tax Changes
The Future of Crowdfunding as a Financing Tool for Startups
The Influence of Market Conditions on Initial Public Offerings (IPOs)
Debt Financing vs. Equity Financing: Case Studies from Tech Startups
Financial Derivatives: Usage, Risks, and Regulation
The Role of Financial Management in Corporate Turnarounds

Corporate Governance Thesis Topics

The Role of Board Diversity in Enhancing Corporate Decision-Making
Impact of Corporate Governance on Firm Performance in Emerging Markets
Corporate Social Responsibility: Its Influence on Governance Models
The Role of Shareholder Activism in Corporate Governance
Ethics and Compliance in Corporate Governance Frameworks
Governance Challenges in Family-Owned Enterprises
The Effect of Corporate Governance on Risk Management Strategies
Transparency and Disclosure Practices in Corporate Governance
The Role of Governance in Corporate Sustainability Initiatives
The Impact of Artificial Intelligence on Corporate Boards and Governance
Corporate Governance in the Age of Digital Transformation
Evaluating the Effectiveness of Corporate Governance Codes Globally
The Relationship Between Corporate Governance and Employee Engagement
Governance Structures and Their Impact on Corporate Innovation
The Influence of Regulatory Bodies on Corporate Governance Practices
Succession Planning and Leadership Development in Corporate Governance
The Role of Internal Audit in Corporate Governance
Corporate Governance and Its Impact on Environmental Performance
Stakeholder Management and Its Importance in Governance
Governance in Non-Profit Organizations: Challenges and Best Practices

Corporate Law Thesis Topics

Legal Challenges in Cross-Border Mergers and Acquisitions
The Role of Corporate Law in Preventing Financial Fraud
Corporate Bankruptcy: Legal Implications and Recovery Strategies
The Impact of International Trade Laws on Corporate Operations
Legal Strategies for Intellectual Property Protection in Multinational Corporations
Corporate Litigation: Trends and Case Studies in Dispute Resolution
The Role of Corporate Law in Governing Digital Transactions
Compliance with Environmental Laws: Legal Responsibilities of Corporations
The Impact of Data Protection Laws on Corporate Operations
Shareholder Rights and Corporate Governance: Legal Perspectives
The Legal Framework for Corporate Social Investments
The Enforcement of Corporate Law: International vs. Domestic Perspectives
Antitrust Issues in Corporate Mergers and Acquisitions
Corporate Law and Its Role in Managing Corporate Crises
The Influence of Corporate Law on Ethical Business Practices
Legal Obligations of Directors and Officers in Corporate Governance
The Role of Legal Counsel in Corporate Strategy Formulation
Tax Law Compliance: A Critical Factor for Corporate Operations
The Effectiveness of Legal Safeguards in Protecting Minority Shareholders
Corporate Law in the Age of Cryptocurrencies and Blockchain Technology

Corporate Social Responsibility (CSR) Thesis Topics

The Impact of CSR Initiatives on Brand Image and Customer Loyalty
CSR Strategies for Sustainable Environmental Practices
The Role of CSR in Enhancing Community Relations
Measuring the Impact of CSR on Corporate Financial Performance
CSR in the Supply Chain: Ethical Sourcing and Procurement
The Influence of CSR on Employee Motivation and Satisfaction
Global Trends in CSR: Comparing Developed and Emerging Markets
The Effectiveness of CSR Communications: Stakeholder Engagement and Public Perception
CSR and Innovation: Fostering Socially Responsible Business Models
The Challenges of Implementing CSR in Multinational Corporations
Corporate Philanthropy: Evaluating its Impact and Effectiveness
CSR Reporting Standards: Global Practices and Compliance
The Role of CSR in Crisis Management and Recovery
Consumer Attitudes Toward CSR and Its Influence on Buying Behavior
The Impact of Social Media on CSR Campaigns and Outreach
CSR in the Financial Industry: Balancing Profit and Responsibility
The Role of Leadership in Driving CSR Initiatives
Evaluating CSR Impact on Local Communities: Case Studies
The Intersection of CSR and Corporate Governance
The Future of CSR: Emerging Trends and Predictions

Digital Business Thesis Topics

Digital Transformation: Strategies for Traditional Businesses Going Digital
The Impact of E-commerce on Small to Medium Enterprises
Digital Marketing Trends: Predictive Analytics and Consumer Behavior
The Role of Mobile Applications in Enhancing Business Operations
Cybersecurity Challenges in Digital Business Operations
The Influence of Digital Platforms on Business Model Innovation
Social Media Strategies for Brand Building and Customer Engagement
The Use of Big Data in Digital Business Decision-Making
Digital Payment Systems: Trends, Challenges, and Opportunities
Artificial Intelligence and Machine Learning in Business Operations
The Future of Remote Work: Technology Solutions for Digital Workplaces
Consumer Data Privacy in Digital Business Practices
The Role of Cloud Computing in Business Scalability
Omni-Channel Retailing: Integrating Digital and Physical Customer Experiences
The Impact of Virtual Reality on Consumer Interaction and Sales
Digital Content Strategies: Creation, Distribution, and Monetization
The Role of Influencer Marketing in Digital Business Strategies
Blockchain Technology: Applications in Digital Business Transactions
Regulatory Challenges Facing Digital Businesses
The Future of Digital Entrepreneurship

Digital Marketing Thesis Topics

The Role of Content Marketing in Building Brand Loyalty in the Digital Age
Analyzing the Effectiveness of Influencer Marketing on Consumer Decisions
The Impact of Augmented Reality on Consumer Engagement in Digital Advertising
Social Media Metrics: Analyzing the ROI of Social Media Marketing Campaigns
Consumer Privacy and Personalized Marketing: Finding the Balance
The Future of Programmatic Advertising: Trends and Predictions
The Role of Video Content in Digital Marketing Strategies
The Impact of Artificial Intelligence on Customer Personalization Techniques
Mobile Marketing: Trends, Challenges, and Opportunities
Email Marketing Effectiveness in the Era of Digital Overload
The Evolution of Consumer Behavior in the Digital Shopping Environment
SEO Strategies: Adapting to the Changing Algorithms of Search Engines
The Integration of Digital Marketing and Customer Relationship Management (CRM)
Viral Marketing: Principles, Strategies, and Case Studies
The Role of Data Analytics in Shaping Digital Marketing Strategies
Omni-Channel Marketing: Creating a Seamless Consumer Experience
The Ethics of Digital Marketing Practices
The Effect of Social Media Platforms on New Product Launches
E-commerce Marketing Strategies for Small and Medium Enterprises
Digital Branding: Techniques and Strategies for Building an Online Brand

Digital Transformation Thesis Topics

Digital Transformation in the Healthcare Industry: Benefits and Challenges
The Role of Leadership in Driving Digital Transformation Initiatives
Analyzing the Cultural Barriers to Digital Transformation in Traditional Organizations
The Impact of Cloud Computing on Digital Transformation
Digital Transformation in the Public Sector: Strategies and Outcomes
The Role of Big Data in Driving Business Transformation
IoT (Internet of Things) Applications in Industrial Digital Transformation
The Impact of Digital Transformation on Customer Service Models
Change Management Strategies for Successful Digital Transformation
Digital Transformation in the Finance Sector: Case Studies and Lessons Learned
The Future of Work: How Digital Transformation is Reshaping Industries
Evaluating the Security Risks of Digital Transformation Projects
The Role of Artificial Intelligence in Streamlining Business Processes
Digital Transformation and Sustainability: Integrating Eco-friendly Practices
The Influence of Digital Transformation on Supply Chain Management
The Effect of Digital Transformation on Business Competitiveness
Digital Literacy: Preparing Workforces for the Digital Era
The Role of 5G Technology in Enhancing Digital Transformation Efforts
The Challenges of Implementing Digital Transformation in SMEs
The Role of Digital Transformation in Enhancing Global Collaboration

Entrepreneurship Thesis Topics

The Role of Entrepreneurial Education in Fostering Startup Success
Analyzing the Impact of Startup Incubators and Accelerators on Entrepreneurial Success
The Influence of Government Policies on Entrepreneurial Activities
Social Entrepreneurship: Strategies for Addressing Social Issues through Business Methods
The Challenges and Opportunities of Female Entrepreneurship
The Impact of Technology on Entrepreneurial Ventures in Emerging Markets
Entrepreneurial Finance: Exploring New Avenues for Funding Startups
The Role of Cultural and Social Capital in Entrepreneurial Success
Sustainability in Entrepreneurship: Developing Eco-friendly Business Models
The Future of Entrepreneurship in the Gig Economy
The Impact of Digital Platforms on Entrepreneurial Opportunities
Entrepreneurial Risk Management: Strategies and Best Practices
The Role of Networking in Entrepreneurial Success
Entrepreneurial Innovation in the Tech Industry
The Psychology of Entrepreneurship: Traits, Motivations, and Challenges
Family Business Succession Planning: Challenges and Strategies
The Role of Patent Laws in Protecting Entrepreneurial Innovations
The Impact of Globalization on Entrepreneurial Ventures
Entrepreneurial Strategies in the Creative Industries
Crisis Management and Resilience in Entrepreneurship

Event Management Thesis Topics

The Impact of Digital Technology on Event Planning and Management
Sustainable Event Management: Best Practices for Eco-Friendly Events
The Role of Virtual Reality in Enhancing Event Experiences
Crisis Management in Event Planning: Strategies for Handling Unexpected Situations
The Effect of Globalization on International Event Management
Event Marketing Strategies: Engaging Audiences Before, During, and After the Event
The Impact of Cultural Differences on Event Management and Planning
Measuring the Economic Impact of Major Public Events on Local Communities
The Role of Social Media in Event Promotion and Engagement
Risk Management Strategies in Large-Scale Events
Innovations in Event Ticketing: Technology and Consumer Behavior
The Future of Corporate Events: Trends and Predictions
Wedding Planning: Trends and Changes in Consumer Preferences
The Influence of Festivals on Cultural Tourism
Accessibility in Event Management: Ensuring Inclusivity for All Attendees
The Use of Artificial Intelligence in Event Customer Service
Sports Event Management: Challenges and Success Factors
Event Sponsorship: Selection Strategies and Outcome Evaluation
The Role of Event Management in Branding and Corporate Identity
Impact Assessment of Virtual Events vs. In-person Events

Finance Thesis Topics

The Future of Banking: Innovations and Challenges in a Digital World
The Impact of Interest Rate Changes on Stock Market Performance
The Role of Microfinance in Reducing Poverty in Developing Countries
Cryptocurrencies: Market Development and Economic Impacts
Behavioral Finance: How Psychology Influences Financial Decision Making
The Effects of Corporate Governance on Company Financial Performance
Financial Derivatives and Their Role in Risk Management
The Impact of Financial Regulations on Investment Banking
Portfolio Management: Modern Theories and Applications
Financial Planning for Retirement: Strategies and Consumer Behavior
The Role of Technology in Personal Finance Management
The Impact of Economic Policy Changes on National Financial Stability
Credit Risk Management in Commercial Banks
Financing Clean Energy Projects: Opportunities and Challenges
Financial Literacy and Its Impact on Consumer Financial Behavior
The Role of Venture Capital in Supporting Tech Startups
Real Estate Finance: Trends and Challenges in the Current Economy
The Influence of Global Economic Events on Local Financial Markets
Impact Investing: Balancing Financial Returns with Social Impact
The Role of Artificial Intelligence in Financial Services

Financial Economics Thesis Topics

The Relationship Between Government Debt and Economic Growth
Currency Exchange Rate Dynamics: Theories and Applications
Economic Impact of Trade Tariffs: A Cross-Country Analysis
The Role of Inflation in Emerging Market Economies
Stock Market Responses to Political Events
Capital Structure Theory: The Implications for Firm Strategy
Economic Predictors of Financial Market Volatility
The Effectiveness of Economic Stimulus Measures in Different Economies
The Role of Consumer Confidence in Economic Recovery
The Interplay Between Fiscal Policies and Economic Performance
Commodity Prices and Their Impact on Financial Markets
The Dynamics of Labor Market Economics and Finance
Financial Crises: A Historical and Analytical Study
The Economics of Insurance Markets
The Influence of Central Bank Policies on National Economies
The Effects of Energy Prices on Economic Stability
Economic Theories of Dividend Policy
The Role of Exports in National Economic Growth
The Financial Implications of Environmental Changes
Housing Markets and Economic Cycles: A Comparative Analysis

Financial Management Thesis Topics

The Role of Financial Management in Corporate Sustainability
Strategic Financial Planning in Uncertain Economic Times
The Impact of Globalization on Financial Management Practices
Cost Management Strategies for Enhancing Corporate Profitability
The Influence of Financial Management on Start-up Viability and Growth
Risk Management Techniques in Financial Planning and Analysis
Financial Decision Making: The Impact of Corporate Culture and Structure
The Use of Advanced Analytics in Financial Performance Monitoring
Ethical Financial Management Practices and Their Impact on Corporate Reputation
The Role of Financial Managers in Mergers and Acquisitions
Implementing Effective Capital Budgeting Techniques
The Effects of Financial Regulation on Corporate Financial Management
Financial Management in Non-profit Organizations: Unique Challenges and Strategies
Cash Flow Management Techniques for Small Businesses
The Integration of ESG (Environmental, Social, Governance) Criteria in Financial Strategies
The Impact of Technological Innovation on Financial Management Processes
Debt Management Strategies for Publicly Traded Companies
The Role of Financial Management in Crisis Recovery for Businesses
Financial Transparency and Accountability in Corporate Governance
Dividend Policy and Its Impact on Shareholder Wealth

FinTech Thesis Topics

Blockchain Technology: Applications and Implications for the Financial Services Industry
The Evolution of Mobile Banking and Its Impact on Consumer Behavior
Artificial Intelligence in Personal Finance: Tools and Trends
The Role of FinTech in Democratizing Access to Financial Services
Regulatory Challenges in the FinTech Industry
Cryptocurrency: Emerging Financial Markets and Their Economic Impacts
Peer-to-Peer Lending Platforms: A Financial Analysis
The Impact of FinTech on Traditional Banking Models
Cybersecurity Challenges in FinTech Innovations
The Adoption of Robo-Advisors in Investment Management
The Role of FinTech in Enhancing Financial Inclusion in Developing Countries
Data Privacy and Protection in the FinTech Sector
The Future of Payments: Trends in Digital Wallets and Payment Systems
InsurTech: Disrupting Traditional Insurance Models with Technology
The Impact of Big Data on Financial Services
The Role of Crowdfunding in New Venture Financing
The Influence of Technology on Microfinancing
The Emergence of RegTech (Regulatory Technology) in Financial Compliance
FinTech and Sustainability: Green Financial Products and Services
The Impact of Social Media on Financial Markets through FinTech Innovations

Green Marketing Thesis Topics

Consumer Perceptions of Green Marketing and Its Influence on Buying Behavior
The Effectiveness of Eco-labeling in Consumer Goods Marketing
Green Marketing Strategies for Sustainable Business Practices
The Role of Social Media in Promoting Green Marketing Initiatives
The Impact of Green Marketing on Brand Image and Customer Loyalty
Corporate Social Responsibility (CSR) and Green Marketing: Integrating Environmental Concerns into Business Strategies
Consumer Trust in Green Marketing Claims: Challenges and Solutions
The Effect of Green Marketing on Product Pricing and Consumer Acceptance
The Role of Innovation in Green Marketing Products and Services
Measuring the ROI of Green Marketing Campaigns
Sustainable Packaging and Its Marketing Implications
The Influence of Green Marketing on Consumer Lifestyle Choices
Green Marketing and Regulatory Frameworks: Global Comparisons
The Impact of Greenwashing on Consumer Trust and Corporate Reputation
Market Segmentation and Targeting for Green Marketing Strategies
The Future of Green Marketing: Emerging Trends and Consumer Expectations
The Role of Green Marketing in the Automotive Industry
Consumer Engagement through Green Marketing in the Retail Sector
The Influence of Green Marketing on New Product Development
The Integration of Green Marketing with Online Retail Strategies

Hospitality Management Thesis Topics

The Impact of Global Tourism Trends on Hospitality Management
Sustainable Practices in Hospitality Management
The Role of Technology in Enhancing Guest Experiences in Hospitality
Crisis Management Strategies in the Hospitality Industry
The Influence of Cultural Diversity on Hospitality Operations
Consumer Behavior and Expectations in Luxury Hospitality Services
The Challenges of Human Resource Management in Hospitality
Innovations in Food and Beverage Management within Hospitality
The Effect of Online Reviews on Hospitality Business Strategies
Event Management in the Hospitality Industry: Trends and Best Practices
Impact of Environmental Policies on Hospitality Management
Hospitality Marketing Strategies: Adapting to a Changing Consumer Environment
The Role of Hospitality in Promoting Local Economic Development
Managing Customer Relationships in the Hospitality Industry
The Adoption of AI and Robotics in Hospitality Services
The Future of Eco-Tourism and Its Management in the Hospitality Industry
The Impact of Social Media on Branding and Marketing in Hospitality
Risk and Security Management in Hospitality Operations
The Influence of Globalization on Hospitality Leadership and Management Practices
Developing Training Programs for Enhancing Service Quality in Hospitality

Hotel and Restaurant Management Thesis Topics

The Future of Hotel Design: Innovation and Sustainability
Restaurant Management: Adapting to Consumer Dietary Trends
The Role of Customer Service in Creating Competitive Advantage for Hotels and Restaurants
The Impact of Local Sourcing on Restaurant Operations and Marketing
Revenue Management Techniques for Hotels in Competitive Markets
The Challenges of Staffing and Employee Retention in Hotels and Restaurants
The Effect of Technological Advancements on Hotel and Restaurant Customer Management Systems
Marketing Strategies for Boutique Hotels and Themed Restaurants
The Role of Social Media Influencers in Hotel and Restaurant Marketing
Managing Health and Safety in Hotels and Restaurants
Trends in Hospitality: The Rise of Pop-Up Hotels and Restaurants
The Effect of Cultural Tourism on Hotel and Restaurant Offerings
Customer Loyalty Programs: Their Impact on Hotel and Restaurant Business Growth
Analyzing the Impact of Economic Fluctuations on the Hotel and Restaurant Industry
Strategies for Enhancing Guest Experience through Ambient Intelligence
The Role of Sustainability Reporting in Hotels and Restaurants
Crisis Recovery: Strategies for Hotels and Restaurants Post-Disaster
Food Waste Management in Hotels and Restaurants
The Integration of Virtual Reality Experiences in Hotels and Restaurants
The Impact of Global Economic Policies on the Hospitality Sector

Human Resource Management Thesis Topics

The Role of HR in Shaping Organizational Culture
The Impact of Remote Work on HR Policies and Employee Productivity
Diversity and Inclusion: Strategies for Effective Implementation in the Workplace
The Effectiveness of Employee Wellness Programs on Organizational Performance
The Future of Talent Acquisition: Strategies and Technologies
The Role of HR in Managing Change During Digital Transformation
Employee Engagement: Techniques for Motivation and Retention
The Impact of Artificial Intelligence on Human Resource Practices
Strategic Human Resource Planning in Multinational Corporations
Legal Challenges in HR Management: Navigating Employment Laws and Regulations
The Role of HR in Corporate Social Responsibility Initiatives
Measuring the ROI of Training and Development Programs
The Challenges of HR Management in the Gig Economy
Organizational Behavior: The Impact of HR Strategies on Employee Relations
Conflict Resolution and Mediation: Techniques for HR Professionals
The Role of HR Analytics in Enhancing Decision Making
Succession Planning: Preparing for Leadership Transitions
The Impact of Globalization on Human Resource Strategies
Workplace Safety and Health Management: HR’s Role
The Influence of Organizational Justice on Employee Satisfaction

Industrial Psychology Thesis Topics

The Impact of Workplace Design on Employee Productivity and Well-being
Leadership Styles and Their Effect on Employee Motivation and Retention
The Role of Organizational Psychology in Managing Workplace Diversity
Employee Resilience: Strategies for Enhancing Stress Management in High-Pressure Environments
The Effectiveness of Virtual Teams: Psychological Impacts of Remote Work
Organizational Commitment: The Influences of Company Policies and Culture
The Psychology of Change Management: Employee Reactions to Organizational Changes
Conflict Resolution: Psychological Strategies for Enhancing Workplace Harmony
The Role of Psychological Assessment Tools in Hiring and Recruitment
The Impact of Employee Recognition Programs on Organizational Performance
Workplace Bullying: Psychological Effects and Prevention Strategies
Psychological Safety in the Workplace: Creating an Environment for Open Communication
The Influence of Emotional Intelligence on Leadership Effectiveness
The Role of Industrial Psychology in Career Development Programs
Mental Health at Work: Strategies for Organizational Support
The Effects of Multicultural Interactions on Team Performance
Motivation Theories and Their Application in Employee Management
The Impact of Non-Traditional Work Schedules on Employee Health and Productivity
Job Satisfaction: Factors Influencing IT Professionals’ Work Attitudes
The Role of Psychology in Developing Effective Safety Training for Hazardous Work Environments

Information System Thesis Topics

The Role of Information Systems in Enhancing Decision-Making in Healthcare
Cybersecurity Threats: Managing Risk in Small to Medium-Sized Enterprises (SMEs)
The Impact of Cloud Computing on Business Operations and Data Management
Blockchain Technology: Implications for Data Security and Management in Financial Services
The Use of Big Data Analytics in Predicting Consumer Behavior
Artificial Intelligence and Machine Learning: Transforming Business Information Systems
The Role of Information Systems in Managing Customer Relationships
Developing Sustainable IT Practices: Strategies for Energy Efficiency
The Impact of Mobile Technologies on Corporate Information Systems
ERP (Enterprise Resource Planning) Implementations: Challenges and Success Factors
Information Systems Strategy for E-commerce Expansion
The Role of Information Systems in Supply Chain Optimization
Data Privacy Laws: Compliance Challenges for Information Systems
The Future of Quantum Computing in Business Information Systems
Social Media Analytics: Tools and Techniques for Enhancing Business Outcomes
The Use of Information Systems in Fraud Detection and Prevention
IoT (Internet of Things) and Its Impact on Business Processes
The Role of User Experience (UX) Design in Information Systems
Geographic Information Systems (GIS) in Urban Planning
Telecommunication Systems: Trends and Developments in Network Infrastructure

Innovation Management Thesis Topics

Managing Innovation in Traditional Industries: Challenges and Strategies
The Role of Start-up Incubators in Fostering Innovation and Entrepreneurship
Open Innovation: Collaborative Practices Between Corporations and Start-ups
The Impact of Corporate Venture Capital on Innovation in Small Businesses
The Role of Innovation Labs in Driving Corporate Creativity
Innovation and Intellectual Property: Balancing Creativity and Protection
Sustainable Innovation: Developing Green Technologies in Manufacturing
The Influence of Globalization on Innovation Management Strategies
The Integration of Design Thinking into Product Development Processes
Managing Technological Disruption in Established Markets
The Role of Leadership in Building a Culture of Innovation
Consumer-Centric Innovation: Approaches for Developing Market-Driven Products
The Impact of Digital Transformation on Innovation Management
Innovation Metrics: Measuring the Effectiveness of Innovation Management Programs
Corporate Responsibility and Innovation: Integrating Social Impact in New Product Development
The Role of Big Data in Enhancing Innovation in Retail
The Future of Biotechnology Innovations in Healthcare
Agile Project Management: Enhancing Flexibility in Innovation Processes
The Impact of 5G Technology on Innovation in Mobile Communications
Innovation in Financial Services: Trends in Fintech Development

International Business Management Thesis Topics

The Impact of Cultural Differences on Multinational Team Performance
Strategies for Effective Leadership in Multinational Corporations
The Role of Expatriate Managers in Global Business Operations
Corporate Social Responsibility in International Business Management
Managing Supply Chain Risks in Global Markets
The Influence of Political Instability on International Business Strategies
The Role of Technology in Managing International Business Operations
Entry Strategies for Emerging Markets: Risks and Rewards
The Impact of Brexit on European Business Management
Crisis Management in International Business: Case Studies of Multinational Corporations
Talent Management Strategies in Global Companies
Ethical Challenges in International Business Management
The Effectiveness of International Joint Ventures: A Cross-Cultural Analysis
Managing International Business Negotiations: Techniques and Strategies
The Role of Innovation in International Business Expansion
Strategic Alliances and Mergers in Global Business Management
The Impact of Global Economic Shifts on International Business Strategies
Implementing Sustainable Practices in International Business Operations
Consumer Behavior Analysis in Multiple International Markets
Global Brand Management: Strategies and Challenges

International Business Thesis Topics

The Influence of Global Trade Agreements on International Business
The Role of Multinational Corporations in Global Governance
The Impact of Digitalization on International Trade
Strategies for Managing Currency Risks in International Business
The Role of Emerging Markets in Global Business Trends
The Impact of E-commerce on International Trade Patterns
The Effect of International Sanctions on Bilateral Trade Relations
International Market Entry Modes: Comparing Direct Exporting vs. Licensing
The Role of International Trade Shows in Global Business Networking
The Influence of Cultural Intelligence on Business Success in Foreign Markets
The Challenges of Intellectual Property Rights in International Business
Outsourcing Strategies: Benefits and Risks for International Businesses
Corporate Governance in Multinational Corporations
The Effect of Global Logistics and Transportation Advances on International Trade
The Role of Global Business Hubs in International Market Expansion
International Business Dispute Resolution: Legal and Cultural Considerations
The Impact of Global Demographic Changes on International Business Strategies
Sustainability and Ethics in Global Business Operations
The Influence of International Regulatory Environments on Business Decisions
The Role of Technology Transfer in International Business Development

International Economics Thesis Topics

The Effect of Globalization on Income Inequality Across Nations
The Role of the World Trade Organization in Shaping Global Economic Policy
The Impact of Multinational Corporations on Local Economies
The Influence of Exchange Rate Fluctuations on Global Economic Stability
The Economics of International Labor Migration
Comparative Analysis of Economic Recovery Strategies in Developed vs. Developing Countries
The Effect of International Economic Sanctions on Target Economies
The Role of Economic Diplomacy in International Relations
The Impact of Tourism on National Economic Development
Global Economic Impacts of Pandemics: A Study of COVID-19
The Role of Foreign Direct Investment in Economic Development
The Economics of International Energy Markets
The Impact of Technology on International Economic Growth
Trade Wars: Economic Impacts and Long-Term Effects
The Role of Emerging Technologies in Shaping Global Economic Futures
Economic Factors Influencing International Trade Agreements
The Role of International Aid in Economic Development
The Economics of Climate Change on Global Agriculture
The Influence of Political Risk on International Economic Decisions
The Role of International Financial Institutions in Managing Global Economic Crises

International Management Thesis Topics

Cross-Cultural Communication Strategies in Multinational Corporations
The Challenges of Managing International Remote Teams
Leadership Styles and Their Impact on Global Project Management
Global Outsourcing Practices: Management Strategies and Outcomes
Corporate Strategy for International Expansion: Emerging Markets Focus
The Role of International Managers in Mergers and Acquisitions
Organizational Structure in Multinational Corporations: Best Practices and Challenges
Managing Innovation Across Borders
Corporate Social Responsibility in International Operations
Risk Management in International Business Ventures
The Impact of Global Political Changes on International Management Strategies
Technology Adoption and Integration in Global Business Management
The Role of Expatriates in Bridging Cultural Gaps in International Business
Strategies for Managing International Supply Chains
The Influence of Global Economic Trends on International Management Practices
Employee Motivation and Retention in Multicultural Environments
The Effectiveness of International Training Programs
Developing Global Leadership Capabilities
Ethical Considerations in International Management
Building Resilient International Business Models in Volatile Markets

International Trade Thesis Topics

The Impact of Trade Barriers on Emerging Economies
Global Supply Chain Vulnerabilities and International Trade
The Role of Trade Agreements in Shaping Economic Policies
The Effect of Intellectual Property Laws on International Trade
Comparative Advantage in Modern Global Trade
The Impact of Currency Exchange Rates on International Trade Dynamics
Trade Protectionism: Causes and Consequences for Global Markets
The Role of International Organizations in Facilitating Global Trade
E-commerce and Its Increasing Role in International Trade
The Effects of Environmental Regulations on International Trade Practices
Trade and Labor Markets: The Impact of Trade Liberalization on Employment
The Future of Bilateral Trade Agreements Post-Brexit
The Role of Technology in Enhancing International Trade Efficiency
International Trade and Economic Development in Africa
The Impact of Global Trade Tensions on Small and Medium Enterprises
Trade Finance Innovations: Enhancing Global Commerce
The Role of Logistics and Transportation in International Trade
The Effect of Global Pandemics on Trade Patterns
The Dynamics of Commodity Trading in the Global Market
The Influence of Global Economic Shifts on Trade Policies

Inventory Management Thesis Topics

Advanced Forecasting Techniques for Inventory Optimization
The Role of RFID Technology in Enhancing Inventory Management
Just-in-Time Inventory Practices: Benefits and Risks
The Impact of E-commerce on Inventory Management Strategies
Sustainable Inventory Management Practices
Inventory Management in Multichannel Retailing
The Use of Big Data Analytics in Inventory Control
Vendor Managed Inventory: Challenges and Opportunities
The Effect of Inventory Management on Customer Satisfaction in Retail
Automation in Inventory Management: Robotics and AI Applications
Inventory Optimization in the Pharmaceutical Industry
The Role of Inventory Management in Supply Chain Resilience
Lean Inventory Practices in Manufacturing
Inventory Management in the Food and Beverage Industry: Reducing Waste
Impact of Global Sourcing on Inventory Management
The Challenges of Inventory Management in Fashion Retailing
Stock Replenishment Algorithms: Developing More Efficient Systems
The Role of Inventory in Financial Performance Metrics
Cross-Docking as an Inventory Reduction Strategy
The Future of Inventory Management with Internet of Things (IoT) Integration

Leadership Thesis Topics

The Impact of Transformational Leadership on Employee Engagement and Productivity
The Role of Leadership in Organizational Change and Adaptability
Ethical Leadership and Its Influence on Corporate Culture
The Effectiveness of Different Leadership Styles in Crisis Management
The Role of Emotional Intelligence in Leadership Success
Gender Differences in Leadership Styles and Their Organizational Impact
Leadership in Virtual Teams: Strategies and Challenges
The Influence of Millennial Leaders on Corporate Practices
The Relationship Between Leadership and Innovation within Organizations
Cross-Cultural Leadership: Managing Globally Diverse Teams
The Impact of Leadership on Employee Retention Rates
Sustainable Leadership Practices and Their Effects on Organizational Performance
The Role of Leadership in Fostering Organizational Learning and Knowledge Management
Leadership Development Programs: Their Impact on Future Organizational Leaders
The Challenges of Leadership Succession in Family-Owned Businesses
The Influence of Leadership on Organizational Agility and Competitiveness
Adaptive Leadership in Non-Profit Organizations
The Effect of Narcissistic Leadership on Company Outcomes
The Role of Servant Leadership in Enhancing Team Performance
Leadership Strategies for Fostering Workplace Diversity and Inclusion

Logistics Thesis Topics

The Role of Green Logistics in Promoting Sustainable Business Practices
The Impact of Artificial Intelligence on Supply Chain and Logistics Management
The Challenges of Global Logistics Management in a Post-COVID World
Reverse Logistics: Best Practices and Its Impact on Environmental Sustainability
The Effectiveness of RFID Technology in Streamlining Logistics Operations
The Influence of E-commerce on Logistics and Distribution Strategies
Risk Management Strategies in International Logistics
The Role of Logistics in Enhancing Customer Satisfaction and Loyalty
Innovations in Last Mile Delivery: Trends, Challenges, and Opportunities
The Impact of Autonomous Vehicles on Logistics and Supply Chain Management
Big Data Analytics in Logistics: Applications and Benefits
Collaboration in Supply Chain Management: Improving Efficiency through Partnerships
The Role of 3D Printing in Logistics and Inventory Management
The Challenges and Strategies of Cold Chain Logistics
Port Management and Logistics: Operational Efficiency and Technological Solutions
Urban Logistics: Managing Supply Chain Challenges in City Environments
The Future of Drone Delivery Systems in Logistics
The Impact of Trade Agreements on Logistics and Supply Chain Management
Sustainable Packaging Solutions in Logistics
The Role of Blockchain in Enhancing Transparency and Security in Logistics

Management Accounting Thesis Topics

The Role of Management Accounting in Strategic Decision Making
The Impact of Cost Accounting Techniques on Manufacturing Efficiency
Performance Measurement Systems: Their Role in Business Management
The Integration of Environmental Costs into Management Accounting
The Role of Management Accountants in Enterprise Risk Management
The Effect of Technological Advancements on Management Accounting Practices
The Impact of Lean Accounting on Business Performance
Management Accounting for Customer Profitability Analysis
The Role of Management Accounting in Supporting Corporate Sustainability Initiatives
The Influence of Globalization on Management Accounting Practices
Activity-Based Costing: Benefits and Challenges in the Service Sector
The Relationship Between Management Accounting and Financial Accounting
The Use of Management Accounting Information in Budget Planning and Control
The Role of Management Accounting in Project Management
The Future of Management Accounting in the Age of Big Data and AI
Management Accounting Practices in Non-Profit Organizations
The Impact of Management Accounting on Operational Decision Making
The Role of Forecasting in Management Accounting
The Influence of Management Accounting on Supply Chain Decisions
The Application of Management Accounting in the Healthcare Industry

Management Information System Thesis Topics

The Role of Information Systems in Facilitating Decentralized Decision-Making
Cybersecurity Measures: Evaluating the Effectiveness of Current Technologies in Protecting Organizational Data
The Impact of Cloud Computing on Enterprise Resource Planning (ERP) Systems
Analyzing the Role of MIS in Enhancing Interdepartmental Communication
The Use of Blockchain Technology in Managing Secure Transactions within MIS
Big Data and MIS: Strategies for Data Collection, Storage, and Analysis
The Integration of Artificial Intelligence with Management Information Systems
The Role of Information Systems in Supporting Remote Work Environments
Developing Effective Disaster Recovery Plans in Management Information Systems
The Impact of Internet of Things (IoT) on Business Process Management
User Interface and User Experience (UI/UX) Design Principles for MIS
Privacy and Ethics in the Management of Information Systems
Evaluating the ROI of Information System Investments in Large Enterprises
The Challenges of Implementing and Managing IT Infrastructure in Developing Countries
Trends in Mobile Application Development for Business Management
The Role of MIS in Customer Relationship Management (CRM)
Adoption of Software as a Service (SaaS) in Business Operations
The Influence of MIS on Organizational Strategy and Performance
Analyzing the Security Vulnerabilities of Modern Management Information Systems
The Future of Quantum Computing in MIS

Management Thesis Topics

Modern Leadership Theories and Their Application in the Globalized Economy
The Role of Management Practices in Cultivating Corporate Innovation
Conflict Management: Effective Strategies for Resolving Workplace Disputes
The Impact of Organizational Culture on Management Efficiency
Strategic Management in Non-Profit Organizations
Change Management: Techniques for Ensuring Smooth Adoption of New Technologies
The Influence of Global Economic Conditions on Management Practices
The Role of Ethical Management in the Social Responsibility of Businesses
Crisis Management: Lessons from Real-World Business Disasters
Performance Management: Designing Systems to Foster Employee Growth
The Impact of Digital Transformation on Traditional Management Functions
Cross-Cultural Management: Strategies for Managing Diverse Teams Effectively
Corporate Governance: How Good Management Practices Influence Investor Confidence
Knowledge Management: Tools and Strategies for Enhancing Organizational Learning
The Role of Strategic Management in Achieving Sustainable Competitive Advantage
The Challenges of Talent Management in Hypergrowth Companies
Managing Innovation: Bridging the Gap Between Creative Ideas and Marketable Products
The Effectiveness of Project Management Tools and Techniques in Complex Projects
Management Decision-Making Under Uncertainty
The Future of Management Education: Trends and Predictions

Marketing Management Thesis Topics

Digital Marketing Trends: How Technology is Shaping the Future of Marketing
Consumer Behavior Analysis in Online Shopping Environments
The Impact of Social Media on Brand Reputation Management
Strategic Brand Management in Competitive Industries
The Role of Sustainability in Marketing Management
Customer Loyalty Programs: Analyzing Effectiveness and Consumer Perceptions
Integrated Marketing Communications: The Role of Data Analytics
The Challenges and Opportunities of Global Marketing Management
Neuromarketing: Understanding Consumer Decisions Through Brain Science
The Role of Public Relations in Marketing Management
Pricing Strategies: The Psychological Factors Affecting Consumer Decisions
Market Segmentation: Innovative Approaches and Techniques
The Effectiveness of Viral Marketing Campaigns
Consumer Engagement Strategies in Digital Marketing
Brand Equity: Measuring and Managing Brand Value
Marketing Automation: Tools, Benefits, and Challenges
The Role of Content Marketing in Building Customer Relationships
The Impact of Mobile Marketing on Consumer Behavior
The Use of Augmented Reality in Marketing Campaigns
Ethical Challenges in Modern Marketing Practices

Marketing Strategies Thesis Topics

The Impact of Omnichannel Marketing on Consumer Purchase Behavior
The Effectiveness of Personalized Marketing Campaigns in Increasing Conversion Rates
The Role of Geo-targeting in Enhancing Local Marketing Strategies
Utilizing Machine Learning to Optimize Marketing Spend Across Multiple Channels
The Influence of Consumer Psychology in Developing Effective Marketing Strategies
Sustainable Marketing: Strategies for Promoting Environmental and Social Responsibility
The Integration of Augmented Reality into Marketing Campaigns
The Impact of Influencer Marketing on Brand Loyalty Among Millennials
Competitive Advantage through Customer-Centric Marketing Strategies
The Role of Data Privacy in Shaping Digital Marketing Strategies
Cross-Cultural Marketing Strategies for Global Brands
The Effectiveness of Video Marketing in Social Media Campaigns
Using Content Marketing to Build Brand Authority and Thought Leadership
Crisis Marketing: Strategies for Brand Recovery Post-Scandal
The Influence of Consumer Feedback on Refining Marketing Strategies
Event Marketing: Measuring ROI on Offline and Online Events
The Impact of Artificial Intelligence on Predictive Marketing Strategies
Mobile-First Marketing Strategies for Reaching Young Consumers
Brand Differentiation Strategies in Crowded Marketplaces
The Use of Psychological Triggers in Direct Marketing Campaigns

Marketing Thesis Topics

The Role of Social Responsibility in Modern Marketing Practices
Analyzing the Long-Term Effects of Seasonal Marketing Campaigns
The Evolution of Consumer Behavior in the Digital Age
The Impact of Social Media Algorithms on Organic Reach and Marketing Efforts
The Effectiveness of Nostalgia Marketing in Re-engaging Former Customers
Ethical Considerations in Behavioral Advertising
The Role of Visual Identity in Consumer Brand Perception
Marketing Automation: Risks and Rewards for Consumer Engagement
The Influence of E-commerce Reviews on Consumer Trust
The Integration of Voice Search Optimization into Digital Marketing Strategies
Consumer Attitudes Toward Green Products and Their Marketing Communications
The Role of Micro-moments in Consumer Decision-Making Processes
The Impact of Corporate Transparency on Marketing Outcomes
The Use of Blockchain Technology in Marketing to Enhance Customer Trust
The Effect of Consumer Data Breaches on Brand Image and Marketing
The Dynamics of Family Branding and Its Marketing Implications
Marketing Luxury Products to Gen Z: Strategies and Challenges
The Role of Gamification in Marketing: Engagement and Revenue Outcomes
The Impact of Pop Culture on Fashion Marketing Trends
The Influence of Local Versus Global Marketing Strategies on Consumer Preferences

Operations Management Thesis Topics

Lean Manufacturing: Techniques and Outcomes in the Automotive Industry
The Role of Quality Management Systems in Enhancing Product Reliability
The Impact of Supply Chain Resilience on Operational Continuity During Crises
The Use of IoT Devices in Streamlining Warehouse Operations
Sustainable Operations: Strategies for Reducing Carbon Footprint in Manufacturing
The Influence of Just-in-Time Production on Inventory Costs and Efficiency
Risk Management Strategies in Global Supply Chains
The Role of Artificial Intelligence in Optimizing Production Schedules
The Impact of Corporate Social Responsibility on Operations Management
The Use of Big Data Analytics in Forecasting Demand and Supply Chain Management
Operations Strategy for Enhancing Service Delivery in the Hospitality Industry
The Challenges of Managing Multicultural Teams in Global Operations
The Effectiveness of ERP Systems in Integrating Business Operations
Process Improvement Techniques in the Health Care Industry
The Role of Operations Management in Enhancing Customer Satisfaction
Outsourcing vs. In-house Operations: Strategic Decisions and Implications
The Impact of Technological Advancements on Transportation and Logistics Management
The Use of Predictive Maintenance Techniques to Reduce Equipment Downtime
The Challenges and Benefits of Implementing Sustainable Energy Solutions in Operations
The Future of Robotics and Automation in Operations Management

Operations Research Thesis Topics

Optimization Techniques in Supply Chain Management: Minimizing Costs and Improving Efficiency
The Application of Linear Programming in Workforce Allocation
The Role of Simulation Modeling in Disaster Response Management
Dynamic Pricing Models: Theories and Applications in the Airline Industry
The Use of Game Theory in Corporate Strategy Formulation
Inventory Control Models to Reduce Waste and Increase Efficiency
The Impact of Queuing Theory on Customer Service Management
Decision Analysis Using Bayesian Techniques for Business Strategy
Stochastic Modeling Approaches for Financial Market Predictions
Resource Allocation in Healthcare: Optimizing for Cost and Quality
The Use of Integer Programming in Scheduling and Planning
The Development of Network Models for Transportation Logistics
Risk Management and Assessment with Operations Research Methods
Applying Operations Research to Enhance Energy Efficiency in Manufacturing
Multi-Criteria Decision Making for Environmental Management
The Use of Operations Research in Public Sector Policy Design
Algorithmic Trading Strategies: An Operations Research Approach
Optimization of Renewable Energy Distribution Systems
Efficiency Analysis in Non-Profit Organizations Using Data Envelopment Analysis
The Role of Operations Research in Enhancing Cybersecurity Measures

Organizational Behavior Thesis Topics

The Impact of Leadership Styles on Employee Engagement and Organizational Commitment
Team Dynamics and Performance: The Role of Diversity and Inclusion
The Effect of Organizational Culture on Innovation and Creativity
Conflict Resolution Strategies: Their Impact on Organizational Health
The Influence of Remote Work on Organizational Structures and Employee Behavior
Employee Motivation in High-Stress Environments: Strategies and Outcomes
The Role of Emotional Intelligence in Managing Organizational Change
The Impact of Corporate Social Responsibility on Employee Behavior and Attitudes
Organizational Silence: Causes, Consequences, and Strategies for Improvement
The Effects of Organizational Justice on Employee Trust and Loyalty
Generational Differences in the Workplace: Managing a Multigenerational Workforce
The Influence of Technology on Communication Patterns in Organizations
The Role of Psychological Safety in Fostering an Innovative Work Environment
The Impact of Merger and Acquisition on Employee Morale and Organizational Culture
Power and Politics within Organizations: Their Influence on Business Decisions
The Role of Job Satisfaction in Employee Retention Strategies
Workplace Flexibility and Its Impact on Organizational Performance
The Relationship Between Work-Life Balance and Job Performance
Organizational Learning: Mechanisms for Knowledge Transfer and Retention
The Effect of Globalization on Organizational Behavior Practices

Organizational Psychology Thesis Topics

The Psychological Implications of Job Redesign: Autonomy and Job Satisfaction
The Role of Organizational Psychology in Developing Effective Training Programs
The Impact of Workplace Wellness Programs on Mental Health and Productivity
Psychological Factors Influencing Organizational Commitment and Job Retention
The Effect of Transformational Leadership on Organizational Culture and Employee Well-being
Workplace Bullying: Psychological Effects and Organizational Solutions
The Role of Personality Assessments in Employee Selection Processes
Stress Management Interventions: Their Efficacy in Reducing Employee Stress Levels
The Influence of Organizational Design on Employee Anxiety and Performance
The Impact of Psychological Contracts on Employee-Employer Relationships
The Role of Organizational Psychologists in Managing Change During Mergers and Acquisitions
The Psychological Effects of Telecommuting on Employee Relationships and Organizational Commitment
Diversity Training Programs: Effectiveness and Impact on Organizational Culture
The Role of Feedback in Employee Development and Organizational Growth
The Influence of Organizational Climate on Mental Health Outcomes
The Psychology of Employee Recognition: Motivation and Reward Systems
The Impact of Non-monetary Incentives on Employee Performance
Organizational Interventions to Reduce Discrimination and Promote Equity
The Role of Group Cohesiveness in Team Performance and Organizational Success
Psychological Perspectives on Organizational Justice and Its Impact on Employee Satisfaction

Product Development Thesis Topics

The Role of Consumer Insights in Driving Product Innovation
Sustainable Product Development: Strategies for Incorporating Eco-friendly Materials and Processes
The Impact of Rapid Prototyping on the Product Development Cycle
Integrating Internet of Things (IoT) Technology into Consumer Products
The Influence of Artificial Intelligence on Product Design and Functionality
Agile Methodologies in Product Development: Benefits and Challenges
The Role of Cross-Functional Teams in Successful Product Development
User-Centered Design: Best Practices and Case Studies
The Impact of Global Supply Chains on New Product Development
Strategies for Effective Market Testing Before Full-Scale Product Launch
Developing Products for International Markets: Cultural Considerations and Challenges
The Use of Virtual Reality in Product Design and Testing
The Role of Patents in Protecting and Encouraging Innovation
The Challenges of Product Development in Highly Regulated Industries
Leveraging Big Data for Product Development Decision-Making
The Future of Biotechnology in Product Development
Eco-innovation: Developing Green Technologies for Sustainable Growth
The Impact of Consumer Feedback on Iterative Product Development
The Role of Design Thinking in Enhancing Creativity in Product Development
Managing Intellectual Property Rights During Product Development

Product Management Thesis Topics

Product Lifecycle Management: Strategies for Maximizing Product Longevity and Profitability
The Role of Product Managers in Cross-Disciplinary Teams
Techniques for Effective Product Positioning in Competitive Markets
The Impact of Pricing Strategies on Product Success
Product Portfolio Management: Balancing Diversification and Focus
The Use of Customer Relationship Management (CRM) Systems in Product Management
Strategies for Managing Product Changes and Enhancements
The Role of Product Management in Software Development Companies
Key Performance Indicators (KPIs) for Product Managers
The Challenges of Product Management in the Fast-Fashion Industry
Implementing Agile Practices in Product Management Teams
The Influence of Market Research on Product Strategy Decisions
Consumer Behavior Analysis for Better Product Management
The Role of Ethical Considerations in Product Management
The Effect of Technological Advances on Product Management Practices
Managing Product Recalls: Best Practices and Case Studies
The Impact of Social Media on Product Promotion and Management
Product Differentiation Strategies and Their Market Impact
Global Product Management: Overcoming International Trade Challenges
The Future of Product Management in the IoT Era

Project Management Thesis Topics

The Effectiveness of Different Project Management Methodologies in IT Projects
The Role of Leadership in Project Success
Risk Management Strategies in Large-Scale Construction Projects
The Impact of Cultural Differences on International Project Management
Project Management Software Tools: A Comparative Analysis
The Influence of Project Management on Organizational Change Initiatives
Strategies for Managing Scope Creep in Software Development Projects
The Role of Stakeholder Management in Project Success
The Impact of Remote Work on Project Team Dynamics and Success
Sustainable Project Management: Incorporating Environmental Considerations into Project Planning
The Challenges of Managing Multi-Generational Project Teams
The Use of Lean Principles in Project Management
The Impact of Agile Project Management on Productivity and Outcomes
Conflict Resolution Techniques in Project Management
The Role of Project Management in Mergers and Acquisitions
Time Management Techniques for Completing Projects on Schedule
The Benefits of Project Management Certification for Career Progression
The Influence of Government Regulations on Project Management Practices
Project Budgeting and Financial Management: Techniques for Cost Control
The Future of Project Management in the Artificial Intelligence Age

Public Relations Thesis Topics

The Role of Social Media in Shaping Public Opinion and its Impact on Public Relations Strategies
Crisis Management: Best Practices for Public Relations Professionals
The Impact of Corporate Social Responsibility (CSR) on Public Relations Outcomes
The Influence of Influencer Marketing on Brand Image and Reputation
Measuring the ROI of Public Relations Campaigns
The Evolution of Public Relations in the Digital Age
Public Relations Ethics: Challenges and Standards in Contemporary Practice
The Role of Public Relations in Political Campaigns
Media Relations: Strategies for Effective Press Releases and News Conferences
The Impact of Globalization on Public Relations Practices
Public Relations Strategies for Non-Profit Organizations
Reputation Management in the Age of Cancel Culture
The Effectiveness of Community Engagement Initiatives in Building Brand Loyalty
The Role of Internal Communications in Enhancing Employee Engagement
Public Relations Tactics in Handling Public Health Emergencies
The Future of Public Relations: Integrating Artificial Intelligence in PR Strategies
The Impact of Corporate Transparency on Public Relations
The Role of Strategic Storytelling in Public Relations
Public Relations in the Entertainment Industry: Managing Celebrity Reputations
The Use of Virtual Events and Webinars in Public Relations

Quality Management Thesis Topics

The Implementation of Total Quality Management (TQM) in Manufacturing Industries
The Impact of Quality Management on Customer Satisfaction and Retention
Lean Management and Its Effect on Quality Improvement
The Role of Six Sigma in Enhancing Organizational Efficiency
Quality Management Systems in the Healthcare Industry: Challenges and Best Practices
The Influence of ISO 9001 Certification on Organizational Performance
Quality Control Techniques in the Food and Beverage Industry
Risk Management in Quality Assurance Processes
The Role of Employee Training in Achieving Quality Management Goals
Continuous Improvement Processes: Case Studies and Methodologies
Quality Management in Service Industries: Unique Challenges and Solutions
The Impact of Quality Management on Product Innovation
Implementing Quality Management in Small and Medium-Sized Enterprises (SMEs)
The Influence of Supply Chain Management on Product Quality
The Role of Quality Audits in Maintaining Industry Standards
The Impact of Technology on Quality Management Practices
Quality Management in Software Development: Agile vs. Traditional Approaches
Customer-Driven Quality Management Strategies
The Effectiveness of Visual Management Tools in Quality Assurance
Environmental Quality Management: Strategies for Sustainability

Strategic Management Thesis Topics

The Role of Strategic Management in Navigating Global Uncertainties
The Impact of Corporate Strategy on Competitive Advantage
Strategic Decision-Making Processes: Theories and Real-World Applications
The Role of Mergers and Acquisitions in Corporate Strategy
The Influence of Organizational Culture on Strategic Execution
Blue Ocean Strategy: Case Studies and Analysis
Strategic Management in the Non-Profit Sector
The Effect of Technological Disruption on Strategic Planning
Resource-Based View of the Firm: Strategy for Sustained Competitive Advantage
The Role of Strategic Alliances in International Business Expansion
Corporate Governance and its Impact on Strategic Direction
The Strategic Implications of Artificial Intelligence and Automation
Strategic Change Management: Frameworks and Success Factors
The Integration of Corporate Social Responsibility into Strategic Management
Competitive Strategies in Emerging Markets
The Impact of Leadership on Strategic Management Success
The Use of Data Analytics in Strategic Management Decision-Making
Balancing Short-term Results with Long-term Strategy
Strategic Brand Management: Building and Sustaining Brand Equity
The Future of Strategic Management in the Digital Economy

Supply Chain Management Thesis Topics

The Impact of Blockchain Technology on Transparency in Supply Chains
Strategies for Mitigating Risk in Global Supply Chains
The Role of Artificial Intelligence in Streamlining Supply Chain Processes
Sustainable Supply Chain Practices: Best Methods for Environmental Impact Reduction
The Effects of Tariffs and Trade Wars on Global Supply Chain Operations
The Use of Big Data Analytics in Supply Chain Optimization
Agile vs. Lean Supply Chain Management: A Comparative Analysis
Supply Chain Resilience: Preparing for and Responding to Disruptions
The Influence of Consumer Demand on Supply Chain Strategies
Ethical Sourcing and Its Impact on Supply Chain Management
Reverse Logistics: Strategies for Effective Returns Management
The Role of 3PL (Third-Party Logistics) Providers in Modern Supply Chains
Innovations in Last Mile Delivery: Implications for Supply Chain Management
The Impact of IoT Devices on Inventory and Warehouse Management
Vendor Management: Strategies for Building Effective Supplier Relationships
The Future of Supply Chains in the Pharmaceutical Industry
Global vs. Local Supply Chains: A Study on Efficiency and Responsiveness
The Challenges of Supply Chain Management in the Fast Fashion Industry
Supply Chain Cybersecurity: Identifying Vulnerabilities and Solutions
The Role of Supply Chain Management in Enhancing Customer Value

Sustainable Business Practices Thesis Topics

The Impact of Corporate Sustainability on Financial Performance
Green Marketing: Strategies and Consumer Response
Corporate Strategies for Achieving Zero Waste to Landfill
The Role of Sustainability Reporting in Investor Decisions
Sustainable Innovation: Case Studies of Green Product Development
The Effectiveness of Carbon Footprint Reduction Strategies in Manufacturing
The Influence of Sustainable Practices on Brand Loyalty
Business Models for Circular Economy: Opportunities and Challenges
The Integration of Environmental, Social, and Governance (ESG) Criteria in Business Operations
Energy Management Systems: Best Practices for Sustainable Energy Use
Water Stewardship in Business: Strategies for Sustainable Water Management
The Role of Leadership in Driving Organizational Sustainability
Socially Responsible Investing: Trends and Impacts
The Business Case for Renewable Energy Adoption
Sustainable Supply Chain Management: Creating Competitive Advantage
The Challenges and Benefits of Obtaining B Corp Certification
The Role of Businesses in Promoting Sustainable Urban Development
Eco-labeling and Consumer Choice: The Impact on Purchasing Behavior
The Economic Benefits of Corporate Environmental Responsibility
Sustainable Tourism: Practices for Minimizing Business Impact on the Environment

Tourism Thesis Topics

The Impact of Climate Change on Tourism Destinations
Ecotourism as a Sustainable Development Strategy
The Role of Cultural Heritage in Promoting Tourism
The Effects of Globalization on Local Tourism Industries
Tourism and Economic Development in Emerging Economies
The Impact of Social Media on Destination Marketing
Crisis Management in Tourism: Responding to Natural Disasters or Political Instability
Medical Tourism: Trends, Benefits, and Ethical Considerations
The Influence of Tourism on Indigenous Communities
Dark Tourism: Motivations and Implications for Destination Marketing
The Role of Tourism in Promoting Peace through Cross-Cultural Understanding
Sustainable Practices in Hospitality and Tourism Management
The Future of Space Tourism: Opportunities and Challenges
The Impact of Festivals and Events on Local Tourism Development
The Effects of Tourism on Marine Ecosystems and Strategies for Sustainability
Adventure Tourism: Safety, Risk Management, and Consumer Demand
The Role of Government Policies in Shaping Tourism Strategies
The Economic Impact of Sporting Events on Local Tourism
Luxury Tourism: Trends, Consumer Behavior, and Economic Impact
The Challenges and Opportunities of Tourism in Polar Regions

Having explored our comprehensive list of ABM thesis topics, you are now equipped with a broad spectrum of ideas that can serve as a foundation for your scholarly investigation. Each category has been designed to reflect the evolving trends and enduring challenges within the business sphere, providing a rich soil from which innovative and impactful research can grow. We encourage you to delve deeper into the topics that resonate with your academic goals and personal interests. Remember, a well-chosen thesis topic not only enhances your learning experience but also significantly contributes to the body of knowledge in the field of accountancy, business, and management.

The Range of ABM Thesis Topics

Accountancy, Business, and Management (ABM) encompasses a broad spectrum of topics that are crucial to the economic and operational fabric of organizations worldwide. Within academic circles, selecting a potent ABM thesis topic is not just a requirement for completion of one’s studies; it is an opportunity to contribute to the body of knowledge in a meaningful way. Thesis topics in this field can cover a range of issues from financial reporting to strategic management, each with the potential to significantly impact the current business practices and theories. A well-chosen thesis topic in ABM allows students to delve deeply into real-world problems, providing insights and solutions that are both innovative and practical. For students embarking on their academic journeys, understanding the relevance and application of their research within the broader context of ABM is key to developing work that is not only academically rigorous but also of tangible benefit to businesses and management practices globally.

Current Issues in ABM

In today’s dynamic economic environment, businesses face numerous challenges that affect their operational and strategic decisions. Economic fluctuations such as inflation, interest rate changes, and currency volatility significantly influence business planning and financial forecasting. These economic factors create a fertile ground for ABM research, where students can explore how businesses can adapt their financial management practices to remain resilient. Studies might focus on sectors that are particularly vulnerable to economic downturns or on strategies that firms use to hedge against economic uncertainty.

As digital technologies continue to evolve, traditional business models across various industries are being disrupted. This disruption is particularly evident in sectors like retail, banking, and media, where digital platforms, fintech innovations, and online services are replacing traditional operations. ABM thesis topics can delve into analyzing the long-term impacts of this technological shift, exploring how businesses can integrate new technologies with existing processes and how these changes affect overall industry standards. Research might also consider the role of digital literacy in management and operational efficiency.

The recent global events, including the COVID-19 pandemic, have exposed significant vulnerabilities in international supply chains. Issues such as dependency on single-source suppliers or the lack of supply chain agility have prompted businesses to rethink their approaches to global sourcing and logistics management. ABM research in this area could investigate strategies for building more resilient supply chains, examine the benefits of diversification, and propose frameworks for risk assessment and response. These topics are crucial for understanding how businesses can avoid potential disruptions and maintain steady operations in the face of global challenges.

Recent Trends in ABM

Digital transformation continues to be a pivotal trend in ABM, driving significant changes in how companies operate and deliver value to customers. The integration of digital technologies, such as cloud computing, AI, and IoT, into business processes is not just enhancing operational efficiency but is also creating new opportunities for customer engagement and service delivery. ABM thesis topics in this area might explore the effectiveness of digital tools in streamlining operations, the challenges companies face during digital integration, and the impact of these technologies on employee roles and skills. Furthermore, examining the digital maturity of different sectors can provide insights into the varying adoption rates and the factors influencing digital success.

As global awareness of environmental issues grows, businesses are increasingly held accountable for their social and environmental impacts. This shift has led to the integration of sustainability practices into core business strategies. ABM research could focus on how companies are implementing sustainable practices, measuring the impact of these initiatives on financial performance, and exploring consumer responses to CSR efforts. Another interesting angle might be the examination of sustainability reporting standards and their effectiveness in encouraging transparent practices, providing a critical look at how genuinely committed companies are to their professed sustainability goals.

In the age of big data, businesses are leveraging consumer information to tailor products, services, and marketing efforts to individual needs and preferences. This trend of personalization is reshaping marketing strategies and customer relationship management. ABM thesis topics could investigate the balance between effective personalization and privacy concerns, the technologies enabling personalized experiences, and the implications of personalization on consumer behavior. Additionally, studies could look into the ethical considerations of data usage in marketing and how regulations like GDPR influence business practices in terms of data collection and consumer rights.

Future Directions in ABM

Looking ahead, the use of artificial intelligence (AI) in business operations and decision-making is poised to expand dramatically. AI’s potential to transform decision-making processes by providing deeper insights and predictive analytics offers profound implications for businesses in all sectors. Future ABM research could explore how AI can enhance strategic decisions, optimize operational efficiency, and personalize customer interactions more profoundly. Thesis topics might also consider the ethical dimensions of AI deployment in business, such as bias in AI algorithms and the impact of automation on employment.

As global interconnectivity increases, businesses must adapt their strategies to operate on a worldwide scale effectively. This involves not only managing cross-border logistics and multinational operations but also navigating diverse regulatory environments and cultural landscapes. Future ABM research could focus on developing new frameworks for global business management that accommodate these complexities. Topics might include the effectiveness of various international market entry strategies, the role of digital platforms in global commerce, and strategies for managing international teams and partnerships.

Sustainability is expected to move from being a peripheral concern to a core function within business models. As public and regulatory pressures mount, businesses will likely incorporate sustainability not just for compliance but as a fundamental driver of innovation and competitive advantage. ABM thesis topics in this area might investigate how businesses can integrate sustainable practices across their entire operation, from supply chain management to end-product delivery. Research could also explore how sustainability initiatives influence consumer purchasing decisions and how companies can effectively communicate their sustainability achievements to stakeholders.

These future directions in ABM highlight the evolving nature of business challenges and opportunities, offering a rich array of topics for academic exploration and practical application. Each of these areas not only holds potential for substantial business impact but also for significant contributions to the broader field of business management and research.

The dynamic field of Accountancy, Business, and Management (ABM) continually adapts to the shifting landscapes of technology, global economics, and societal expectations. As this article has demonstrated, the range of potential thesis topics within ABM is both broad and deeply interconnected with current issues, recent trends, and future directions. Students choosing to delve into these areas have the opportunity to make meaningful academic contributions that could resonate well beyond the academic community and into the practical realms of business operations and strategy. By engaging with topics such as digital transformation, sustainability, and the integration of artificial intelligence, students can not only enhance their own knowledge and skills but also contribute to the evolution of business practices globally. The significance of ABM as an academic discipline lies in its direct impact on the real world, making the pursuit of these thesis topics not only a scholarly endeavor but also a potential catalyst for innovation and change in the business world.

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Dissertation Topics

180+ ABM Research Topics For Students | 2024

ABM stands for Accountancy, Business, and Management. It is a course that teaches students about business, finance, and management. This program aims to prepare students to become future leaders and entrepreneurs by teaching them how to deal with clients, make smart financial decisions, and understand how businesses work. Academic researchers require in-depth and extensive knowledge to conduct research in ABM. Thus, students must look for meaningful ABM research topics to achieve success in their dissertations.

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Research title about business.

Topic 1. Exploring the Impact of Digital Transformation on Small and Medium-sized Enterprises (SMEs): A Case Study Analysis

Topic 2. Examining the Role of Corporate Social Responsibility (CSR) in Enhancing Brand Reputation and Consumer Loyalty

Topic 3. Analysing the Effects of Globalisation on Business Strategy: A Comparative Study of Multinational Corporations

Topic 4. Assessing the Adoption of Artificial Intelligence (AI) in Business Operations: Opportunities, Challenges, and Implications

Topic 5. Evaluating the Relationship between Organisational Culture and Employee Engagement: A Cross-Industry Perspective

Topic 6. Examining the Role of Digital Marketing in Enhancing Customer Engagement and Loyalty: A Study of Online Retailers

Topic 7. Corporate Sustainability Strategies: Analysing the Impact on Financial Performance and Stakeholder Perception

Topic 8. Global Supply Chain Resilience: Strategies for Mitigating Disruptions and Ensuring Business Continuity

Topic 9. Examining the Future of Work: Exploring Remote Work Trends and Virtual Collaboration Tools

Topic 10. Innovations in Marketing Research: Leveraging AI and Big Data Analytics for Consumer Insights

Topic 11. Financial Inclusion and Access to Capital: Promoting Economic Growth in Underserved Communities

Topic 12. The Circular Economy: Redefining Business Models for Sustainable Resource Management

Topic 13. Corporate Innovation Strategies: Analysing Disruption and Fostering a Culture of Creativity

Topic 14. Examining Strategic Partnerships in the Age of Collaboration: Driving Innovation and Market Expansion

Topic 15. Evaluating the Psychology of Consumer Decision-making: Understanding Behavioral Economics in Marketing

Topic 16. Corporate Reputation Management: Strategies for Building Trust and Credibility in the Digital Era

Topic 17. Evaluating the Future of Retail: Exploring Trends in Omnichannel Marketing and Customer Experience

Topic 18. Entrepreneurial Ecosystems and Start-up Culture: Fostering Innovation and Economic Development

Topic 19. Examining Digital Transformation in Healthcare: Enhancing Patient Care and Operational Efficiency

Topic 20. Evaluating the Impact of Climate Change on Business Sustainability: Strategies for Adaptation and Resilience

Topic 21. Corporate Ethics and Social Responsibility: Aligning Values with Business Practices

Topic 22. Strategies for Managing Cybersecurity Risks in the Digital Economy

Topic 23. Evaluating the Rise of Impact Investing: Evaluating Social and Environmental Returns on Investment

Topic 24. Examining Employee Well-being and Productivity: Promoting Work-life Balance and Mental Health Support

Topic 25. Evaluating the Role of Government Policies in Fostering Entrepreneurship and Innovation

Research Title for ABM Students

Topic 26. Understanding the Influence of Entrepreneurial Mindset on Career Aspirations among ABM Strand Students

Topic 27. Exploring the Perceived Effectiveness of Financial Literacy Education in ABM Strand Curriculum: A Student Perspective

Topic 28. Examining the Impact of Internship Programmes on Career Readiness of ABM Strand Students: A Longitudinal Study

Topic 29. Analysing the Role of Leadership Development Initiatives in Fostering Management Skills among ABM Strand Students

Topic 30. Assessing the Importance of Emotional Intelligence in Leadership Success: A Study among ABM Strand Students

Topic 31. Evaluating the Influence of Technological Innovation on Accounting Practices: A Case Study Analysis of Emerging Trends and Tools

Topic 32. Exploring the Impact of Environmental, Social, and Governance (ESG) Factors on Investment Decision-making: Perspectives of ABM Strand Students

Topic 33. Financial Inclusion and Economic Empowerment: Assessing the Role of Microfinance Initiatives in Alleviating Poverty among ABM Strand Communities

Topic 34. Examining Digital Transformation in Marketing: Analysing the Shift from Traditional to Digital Marketing Strategies and its Implications for ABM Strand Students

Topic 35. Supply Chain Resilience and Risk Management: Strategies for Building Robust Supply Chains in the Face of Disruptions for ABM Strand Students

Topic 36. Corporate Social Responsibility Reporting: Evaluating the Transparency and Accountability of Companies in the Philippines from the Perspective of ABM Strand Students

Topic 37. Examining the Impact of Artificial Intelligence and Machine Learning on Financial Analysis and Decision-making: A Study among ABM Strand Students

Topic 38. E-commerce Trends and Opportunities: Exploring the Growth Potential of Online Retail and Entrepreneurship for ABM Strand Students

Topic 39. Entrepreneurial Financing Options: Analysing the Pros and Cons of Bootstrapping, Angel Investing, and Venture Capital for ABM Strand Startups

Topic 40. Examining Ethical Leadership in Business: Assessing the Importance of Integrity, Fairness, and Responsibility in Leading ABM Strand Organisations

Hot Research Topics For Management Students Topic 41. Evaluating the Impact of Leadership Styles on Employee Motivation and Performance: A Comparative Study

Topic 42. Examining Strategic Human Resource Management Practices and Organisational Performance: Evidence from Small and Medium-sized Enterprises (SMEs)

Topic 43. Change Management Strategies for Successful Organisational Transformation: Case Studies of Leading Companies

Topic 44. Examining Corporate Social Responsibility (CSR) Initiatives and Stakeholder Engagement: A Study of Multinational Corporations

Topic 45. Evaluating the Role of Emotional Intelligence in Effective Leadership and Team Management Performance Appraisal Systems and Employee Satisfaction: Assessing the Effectiveness of Performance Management Practices

Topic 46. Supply Chain Management Practices and Firm Performance: A Comparative Analysis of Manufacturing and Service Industries

Topic 47. Examining Talent Management Strategies for Attracting, Developing, and Retaining High-potential Employees

Topic 48. Cross-cultural Management Challenges in International Business: Strategies for Effective Global Leadership

Topic 49. Innovation Management in the Digital Age: Analysing Disruption and Driving Business Growth

Topic 50. Evaluating the Influence of Organisational Culture on Employee Engagement and Commitment: A Comparative Study

Topic 51. Examining Project Management Best Practices: Lessons Learned from Successful Project Implementations in Various Industries

Topic 52. Strategic Marketing Management: Developing and Implementing Marketing Strategies for Competitive Advantage

Topic 53. Evaluating the Role of Knowledge Management in Enhancing Organisational Learning and Innovation

Topic 54. Entrepreneurial Leadership and Business Success: Examining the Traits and Behaviors of Successful Entrepreneurs

Topic 55. Crisis Management Strategies: Preparedness, Response, and Recovery in Times of Organisational Crisis

Topic 56. Evaluating the Impact of Technological Innovations on Business Models: Adapting to the Digital Economy

Topic 57. Examining Corporate Governance Practices and Firm Performance: Evidence from Listed Companies

Topic 58. Employee Training and Development Programs: Evaluating the Impact on Employee Skills and Organisational Performance

Topic 59. Sustainable Operations Management: Integrating Environmental and Social Responsibility into Business Operations

Topic 60. Ethical Leadership and Corporate Integrity: Building Trust and Transparency in Business Practices

Topic 61. Customer Relationship Management (CRM) Strategies: Enhancing Customer Loyalty and Satisfaction

Topic 62. Examining Strategic Financial Management: Optimal Capital Structure and Investment Decision-making

Topic 63. Workplace Diversity and Inclusion Initiatives: Promoting Equality and Fairness in the Workplace

Topic 64. Supply Chain Sustainability: Assessing Environmental and Social Impacts in Supply Chain Operations

Topic 65. Examining Strategic Planning and Execution: Aligning Organisational Goals with Operational Strategies

Topic 66. Organisational Resilience and Risk Management: Strategies for Analysing Uncertain Business Environments

Topic 67. Digital Transformation in Operations Management: Harnessing Technology for Process Optimisation and Efficiency

Topic 68. Corporate Entrepreneurship and Innovation: Creating a Culture of Creativity and Experimentation

Topic 69. Performance Measurement and Management Systems: Aligning Key Performance Indicators (KPIs) with Strategic Objectives

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Business Research Topics for College Students

Topic 70. Evaluating the Role of E-commerce Platforms in Transforming Consumer Behaviour: Implications for Retail Businesses

Topic 71. Sustainable Business Practices: Opportunities and Challenges for Small Businesses in a Global Context

Topic 72. Examining the Impact of Social Media Marketing on Brand Awareness and Customer Engagement: A Study among College Students

Topic 73. Exploring the Effectiveness of Online Learning Platforms in Entrepreneurship Education: Perspectives from College Students

Topic 74. Examining the Relationship between Corporate Governance and Financial Performance: A Study of Listed Companies

Topic 75. Examining the Gig Economy and Its Implications for the Future of Work: Perspectives from College Students

Topic 76. Green Marketing Strategies: Assessing Consumer Perceptions and Preferences towards Sustainable Products and Brands

Topic 77. Digital Transformation in Healthcare: Analysing the Impact of Telemedicine and Health-Tech Innovations on Patient Care and Access

Topic 78. Examining Financial Technology (Fintech) Adoption: Exploring the Usage and Attitudes of College Students towards Mobile Payments and Digital Banking Services

Topic 79. Corporate Social Responsibility (CSR) Reporting in the Age of Transparency: Evaluating the Disclosure Practices of Fortune 500 Companies

Topic 80. The Sharing Economy: Assessing the Growth and Impact of Peer-to-Peer Platforms in Accommodation, Transportation, and Other Industries

Topic 81. Entrepreneurial Opportunities in the Circular Economy: Innovations in Waste Reduction, Recycling, and Sustainable Resource Management

Topic 82. Examining the Role of Artificial Intelligence (AI) in Personalised Healthcare: Analysing the Potential for AI-driven Diagnostics, Treatment Planning, and Patient Care

Topic 83. Inclusive Leadership in Diverse Workplaces: Examining Strategies for Fostering Collaboration and Innovation in Multicultural Teams

Topic 84. The Future of Retail: Exploring Trends in Omni-channel Retailing, Augmented Reality Shopping Experiences, and Last-Mile Delivery Solutions

Research Topic about ABM Strand

Topic 85. Analysing the Influence of Career Counselling Services on Career Decision-Making among ABM Strand Students

Topic 86. Exploring the Effectiveness of Project-Based Learning in Enhancing Critical Thinking Skills: A Study in ABM Strand Education

Topic 87. Assessing the Impact of Financial Literacy Education on Financial Management Practices: A Study among ABM Strand Students

Topic 88. Examining the Relationship between Extracurricular Activities and Academic Performance: A Study among ABM Strand Students

Topic 89. Understanding the Factors Influencing Career Path Choices among ABM Strand Students: A Qualitative Inquiry

Topic 90. Examining the Role of Internships in Bridging the Gap between Classroom Learning and Industry Practices: Perspectives from ABM Strand Students

Topic 91. Financial Planning and Investment Behavior: Exploring the Financial Decision-Making Process among ABM Strand Students

Topic 92. Innovation and Entrepreneurship Education: Assessing the Impact on Entrepreneurial Intentions and Ventures among ABM Strand Students

Topic 93. Examining Gender Diversity in Business Leadership: Examining Gender Disparities and Strategies for Achieving Gender Equality in ABM Strand Professions

Topic 94. Evaluating the Impact of Digital Literacy on Career Advancement Opportunities: A Study among ABM Strand Graduates in the Digital Age

Topic 95. Corporate Social Responsibility and Sustainable Business Practices: Perceptions and Practices among ABM Strand Students

Topic 96. Examining Leadership Styles and Team Dynamics: Exploring Effective Leadership Strategies for ABM Strand Students in Group Projects and Collaborative Settings

Topic 97. Financial Stress and Mental Health: Investigating the Relationship and Coping Mechanisms among ABM Strand Students

Topic 98. Cultural Intelligence in Global Business: Assessing Cross-Cultural Competence and Adaptability among ABM Strand Students

Topic 99. Evaluating the Influence of Family Business Background on Career Aspirations and Entrepreneurial Intentions among ABM Strand Students

Quantitative Research Topics for ABM Students

Topic 100. Examining the Relationship between Study Habits and Academic Performance: A Quantitative Analysis among ABM Strand Students

Topic 103. Examining the Influence of Parental Expectations on Career Aspirations: A Quantitative Study among ABM Strand Students

Topic 102. Assessing the Effectiveness of Time Management Skills on Academic Achievement: A Quantitative Study in ABM Strand Education

Topic 103. Examining the Correlation between Leadership Skills and Career Success: A Quantitative Analysis among ABM Strand Students

Topic 104. Analysing the Impact of Technology Adoption on Learning Outcomes: A Quantitative Study in ABM Strand Education

Topic 105. Evaluating the Influence of Financial Literacy on Investment Behavior: A Quantitative Analysis among ABM Strand Students

Topic 106. Examining the Relationship between Stress Levels and Academic Performance: A Quantitative Study in ABM Strand Education

Topic 107. Evaluating the Effectiveness of Online Learning Platforms on Student Engagement and Achievement: A Quantitative Analysis among ABM Strand Students

Topic 108. Exploring the Impact of Peer Influence on Career Decision-Making: A Quantitative Study among ABM Strand Students

Topic 109. Examining Financial Decision-Making Styles and Investment Preferences: A Quantitative Analysis among ABM Strand Students

Topic 110. Evaluating the Relationship between Work-Integrated Learning and Employability Skills Development: A Quantitative Study in ABM Strand Education

Topic 111. Examining the Link between Financial Stress and Mental Health: A Quantitative Analysis among ABM Strand Students

Topic 112. Examining the Role of Leadership Development Programs in Enhancing Leadership Skills: A Quantitative Study among ABM Strand Students

Topic 113. Evaluating the Impact of Social Media Usage on Academic Performance: A Quantitative Analysis among ABM Strand Students

Topic 114. Analysing the Effectiveness of Problem-Based Learning in Developing Critical Thinking Skills: A Quantitative Study in ABM Strand Education

Qualitative Research Title about ABM Strand

Topic 115. Exploring the Perceptions and Experiences of ABM Strand Students in Career Decision-Making Processes: A Qualitative Inquiry

Topic 116. Understanding the Motivations and Challenges of ABM Strand Students in Pursuing Entrepreneurship: A Qualitative Study

Topic 117. Examining the Influence of Peer Relationships on Academic Engagement: Perspectives from ABM Strand Students

Topic 118. Examining the Role of Family Support in Career Development: A Qualitative Analysis among ABM Strand Students

Topic 119. Exploring the Impact of Internship Experiences on Skill Development: Perspectives from ABM Strand Students

Topic 120. Analysing Gender Stereotypes in Business Education: Perspectives and Experiences of Female ABM Strand Students

Topic 121. Evaluating the Influence of Cultural Background on Career Aspirations: A Qualitative Exploration among ABM Strand Students from Diverse Ethnicities

Topic 122. Examining the Role of Mentoring Relationships in Career Development: Insights from ABM Strand Students and Alumni

Topic 123. Exploring Perceptions of Work-Life Balance among ABM Strand Students: A Qualitative Inquiry into Priorities and Challenges

Topic 124. Understanding the Impact of Industry Exposure Programs on Career Path Choices: Perspectives from ABM Strand Students

Topic 125. Analysing Professional Identity Formation: Experiences and Reflections of ABM Strand Students in Career Development

Topic 126. Analysing the Influence of Socioeconomic Background on Academic and Career Trajectories: A Qualitative Study among ABM Strand Students

Topic 127. Exploring the Role of Emotional Intelligence in Leadership Development: Insights from ABM Strand Students

Topic 128. Analysing the Intersection of Passion and Career Choice: Experiences and Decision-Making Processes among ABM Strand Students

Topic 129. Examining Career Transitions: Exploring Challenges and Strategies of ABM Strand Students in Transitioning from Education to Employment

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Accounting dissertation ideas.

Topic 130. Analysing the Role of Forensic Accounting in Detecting and Preventing Financial Fraud: Case Studies and Best Practices

Topic 131. Corporate Governance Mechanisms and Financial Performance: An Empirical Analysis of Board Characteristics and Firm Value

Topic 132. Examining Sustainability Accounting and Reporting: Evaluating the Integration of Environmental and Social Metrics into Financial Reporting

Topic 133. Analysing Tax Planning Strategies for Multinational Corporations: Optimising Tax Efficiency while Ensuring Compliance

Topic 134. Analysing Blockchain Technology and its Implications for Accounting Practices: Opportunities and Challenges in Financial Transactions

Topic 135. Examining the Impact of Artificial Intelligence and Machine Learning in Accounting: Automating Processes and Enhancing Accuracy

Topic 136. Analysing Fraudulent Financial Reporting: Understanding Red Flags and Investigative Techniques in Forensic Accounting

Topic 137. Ethical Considerations in Accounting: Analysing Professional Standards and Codes of Conduct

Topic 138. Evaluating the Role of Internal Controls in Preventing and Detecting Fraudulent Activities: Case Studies and Best Practices

Topic 139. Environmental, Social, and Governance (ESG) Reporting: Assessing the Impact on Investor Decision-making and Corporate Accountability

Topic 140. Taxation Challenges in the Digital Economy: Addressing Tax Compliance Issues in Online Transactions

Topic 141. Corporate Social Responsibility (CSR) Reporting and Accountability: Examining the Role of Accountants in Promoting Ethical Business Practices

Topic 142. Evaluating the Use of Data Analytics in Auditing: Enhancing Audit Quality and Effectiveness through Advanced Technologies

Topic 143. International Financial Reporting Standards (IFRS) Adoption and Implementation: Challenges and Opportunities for Global Harmonisation

Topic 144. Financial Statement Analysis Techniques: Evaluating Financial Performance and Identifying Key Ratios for Decision-making

Topic 145. Risk Assessment and Management in Accounting: Identifying and Mitigating Financial Risks in Organisations

Topic 146. Examining Accounting for Intangible Assets: Valuation Methods and Reporting Practices

Topic 147. Corporate Taxation Policies and Economic Development: Analysing the Impact of Tax Incentives on Business Growth

Topic 148. Examining the Role of Accounting Information Systems (AIS) in Streamlining Financial Processes and Reporting

Topic 149. Audit Committee Effectiveness and Corporate Governance: Examining the Influence of Board Oversight on Audit Quality

Topic 150. Fair Value Accounting: Assessing the Challenges and Controversies Surrounding Fair Value Measurement

Topic 151. Financial Fraud Prevention Strategies: Implementing Internal Controls and Fraud Detection Mechanisms

Topic 152. Accounting for Business Combinations: Mergers, Acquisitions, and Consolidations

Topic 153. Analysing the Impact of Regulatory Changes on Financial Reporting Practices: Compliance Challenges and Implementation Strategies

Topic 154. Tax Transparency and Disclosure: Examining the Trend towards Increased Tax Reporting and Disclosure Requirements

Quality Research Title for ABM Students 2024

Topic 155. Exploring the Impact of Financial Literacy on Personal Financial Management: Insights from ABM Strand Students

Topic 156. Analysing the Influence of Cultural Diversity on Team Dynamics and Collaboration: Perspectives from ABM Strand Projects

Topic 157. Strategies for Effective Conflict Resolution in Business: A Case Study Analysis in ABM Strand Context

Topic 158. Assessing the Role of Emotional Intelligence in Negotiation Skills: A Study among ABM Strand Students

Topic 159. Exploring Gender Disparities in Leadership Positions: Challenges and Opportunities for ABM Strand Graduates

Topic 160. Analysing the Impact of Industry 4.0 on Business Operations: Preparing ABM Strand Students for Technological Disruption

Topic 161. Innovations in Financial Management: Analysing Fintech Solutions for Personal and Business Finance

Topic 162. Assessing the Influence of Family Business Background on Entrepreneurial Intentions: A Study among ABM Strand Students

Topic 163. Analysing he Role of Mentoring in Career Development: Perspectives from ABM Strand Alumni

Topic 164. Assessing the Intersection of Law and Business: Exploring Legal Issues in Entrepreneurship and Corporate Governance

Topic 165. Strategies for Effective Time Management in Business Studies: Insights from ABM Strand Students

Topic 166. Assessing the Impact of Cross-cultural Communication Skills on International Business Negotiations: ABM Strand Perspectives

Topic 167. Analysing the Importance of Critical Thinking Skills in Business Decision-making: A Study among ABM Strand Students

Topic 168. Exploring the Entrepreneurial Mindset: Traits and Characteristics of Successful Business Leaders

Topic 169. Sustainability Practices in Business Operations: Evaluating Environmental and Social Responsibility in ABM Strand Curriculum

How to Craft an A+ Research Topic for ABM

Crafting an A+ research topic for ABM requires careful consideration of key elements such as relevance, uniqueness, and feasibility. Premier Dissertation Services, can help ABM students create research topics that are relevant, unique, and feasible. Our team of experts provides a wide range of qualitative and quantitative ABM research topics that align with academic goals and interests. Whether you're seeking qualitative research titles about ABM strand research topics or quantitative research topics for ABM students, We provide meticulous crafting of each topic to meet high academic standards, along with dedicated support to help you explore innovative research ideas, identify gaps, and earn recognition in the field of ABM.

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Qualitative and Quantitative Research Topics for ABM Student

You are probably a student who has taken the ABM strand and you came here because you want to know how to develop a suitable research topic, right?

Here's the good catch: I listed down some research ideas I thought of before, and don't worry because they are relevant to your strand.

Also Read: The Rules of Debit and Credit in Accounting

Sample Research Topics and Titles for ABM Strand

Under the ABM strand, topics such as business, finance, and the like always come to mind first. To make these broad topics more specific, sample research topics and titles, including a sample approach to what you will do in such topics, are presented as follows.

Research Topic:

E-commerce and its impact on small business growth

Research Title:

Empowering Small Businesses:

A Quantitative Study on the Growth of E-commerce Around Manila

You're going to combine a literature review to support the data you will gather from small business owners through questionnaires. You will analyze the effect of e-commerce on growth by utilizing quantitative analysis of financial data for unbiased and comprehensive discernment.

Strategies for Thriving in Business

Sustainable Success:

Thriving Strategies in Business

One approach will be examining successful companies. It is not necessarily a big one. You will analyze their sustainable practices and their impact on sustainability initiatives.

You will study the influence of social media marketing on consumer behavior. It can be in the form of an analysis of consumer responses as well as marketing campaigns.

You may assess financial literacy and spending habits among the ABM students through questionnaires and then make an output-based plan that will address what you will discover.

How I Survived ABM with Flying Colors

Additional Topics and Titles

What can you expect from such topics.

Those topics will bring you an idea of what they are all about, including what you can do if you have chosen to go further with those topics. If you want to make them a basis for the research topic you have in mind, you can do that.

Take note that while it's true that they are appropriate and have the potential to make an actual contribution to resolving real-world scenarios, put in mind that such topics are just mere guides on how you can come up with your topic.

How to choose an ABM Qualitative or Quantitative Research Topic?

When starting your research paper related to the ABM Strand, the first step is choosing the right topic. Given the extensive collection of ABM topic ideas available online, it might sound easy, but that's different from how it does.

It is more complex than just picking one topic from the internet randomly. It would be best if you also balanced factors like relevance, practicality, and interest in a particular research topic.

There are two subjects related to research in Senior High School (SHS). The first is Practical Research 1 (PR1), which focuses on qualitative research. The other is Practical Research 2 (PR2), which concentrates on quantitative research.

Qualitative research

Qualitative research for ABM students dives into the "why" and "how" of a specific topic.

For example, it's the method you want to choose to understand customer reactions to new products or explore consumer behaviors. It uncovers more profound insights and involves techniques like case studies, interviews, and focus groups to gather rich, descriptive data.

Quantitative research

Quantitative research for ABM students includes numerical data. Quantitative analysis collects numerical data and analyzes statistics.

It can be done through survey questionnaires that will be answered by specific target groups and analyzed afterward to draw broader conclusions.

Essential Things to Take Note

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Research Topics & Ideas: Business

50+ Management Research Topic Ideas To Fast-Track Your Project

Finding and choosing a strong research topic is the critical first step when it comes to crafting a high-quality dissertation, thesis or research project. If you’ve landed on this post, chances are you’re looking for a business/management-related research topic , but aren’t sure where to start. Here, we’ll explore a variety of research ideas and topic thought-starters for management-related research degrees (MBAs/DBAs, etc.). These research topics span management strategy, HR, finance, operations, international business and leadership.

NB – This is just the start…

The topic ideation and evaluation process has multiple steps . In this post, we’ll kickstart the process by sharing some research topic ideas within the management domain. This is the starting point, but to develop a well-defined research topic, you’ll need to identify a clear and convincing research gap , along with a well-justified plan of action to fill that gap.

If you’re new to the oftentimes perplexing world of research, or if this is your first time undertaking a formal academic research project, be sure to check out our free dissertation mini-course. In it, we cover the process of writing a dissertation or thesis from start to end. Be sure to also sign up for our free webinar that explores how to find a high-quality research topic.

Overview: Business Research Topics

Business /management strategy
Human resources (HR) and industrial psychology
Finance and accounting
Operations management
International business
Actual business dissertations & theses

Strategy-Related Research Topics

An analysis of the impact of digital transformation on business strategy in consulting firms
The role of innovation in transportation practices for creating a competitive advantage within the agricultural sector
Exploring the effect of globalisation on strategic decision-making practices for multinational Fashion brands.
An evaluation of corporate social responsibility in shaping business strategy, a case study of power utilities in Nigeria
Analysing the relationship between corporate culture and business strategy in the new digital era, exploring the role of remote working.
Assessing the impact of sustainability practices on business strategy and performance in the motor vehicle manufacturing industry
An analysis of the effect of social media on strategic partnerships and alliances development in the insurance industry
Exploring the role of data-driven decision-making in business strategy developments following supply-chain disruptions in the agricultural sector
Developing a conceptual framework for assessing the influence of market orientation on business strategy and performance in the video game publishing industry
A review of strategic cost management best practices in the healthcare sector of Indonesia
Identification of key strategic considerations required for the effective implementation of Industry 4.0 to develop a circular economy
Reviewing how Globalisation has affected business model innovation strategies in the education sector
A comparison of merger and acquisition strategies’ effects on novel product development in the Pharmaceutical industry
An analysis of market strategy performance during recessions, a retrospective review of the luxury goods market in the US
Comparing the performance of digital stakeholder engagement strategies and their contribution towards meeting SDGs in the mining sector

Topics & Ideas: Human Resources (HR)

Exploring the impact of digital employee engagement practices on organizational performance in SMEs
The role of diversity and inclusion in the workplace
An evaluation of remote employee training and development programs efficacy in the e-commerce sector
Comparing the effect of flexible work arrangements on employee satisfaction and productivity across generational divides
Assessing the relationship between gender-focused employee empowerment programs and job satisfaction in the UAE
A review of the impact of technology and digitisation on human resource management practices in the construction industry
An analysis of the role of human resource management in talent acquisition and retention in response to globalisation and crisis, a case study of the South African power utility
The influence of leadership style on remote working employee motivation and performance in the education sector.
A comparison of performance appraisal systems for managing employee performance in the luxury retail fashion industry
An examination of the relationship between work-life balance and job satisfaction in blue-collar workplaces, A systematic review
Exploring HR personnel’s experiences managing digital workplace bullying in multinational corporations
Assessing the success of HR team integration following merger and acquisition on employee engagement and performance
Exploring HR green practices and their effects on retention of millennial talent in the fintech industry
Assessing the impact of human resources analytics in successfully navigating digital transformation within the healthcare sector
Exploring the role of HR staff in the development and maintenance of ethical business practices in fintech SMEs
An analysis of employee perceptions of current HRM practices in a fully remote IT workspace

Topics & Ideas: Finance & Accounting

An analysis of the effect of employee financial literacy on decision-making in manufacturing start-ups in Ghana
Assessing the impact of corporate green innovation on financial performance in listed companies in Estonia
Assessing the effect of corporate governance on financial performance in the mining industry in Papua New Guinea
An evaluation of financial risk management practices in the construction industry of Saudi Arabia
Exploring the role of leadership financial literacy in the transition from start-up to scale-up in the retail e-commerce industry.
A review of influential macroeconomic factors on the adoption of cryptocurrencies as legal tender
An examination of the use of financial derivatives in risk management
Exploring the impact of the cryptocurrency disruption on stock trading practices in the EU
An analysis of the relationship between corporate social responsibility and financial performance in academic publishing houses
A comparison of financial ratios performance in evaluating E-commerce startups in South Korea.
An evaluation of the role of government policies in facilitating manufacturing companies’ successful transitioning from start-up to scale-ups in Denmark
Assessing the financial value associated with industry 4.0 transitions in the Indian pharmaceutical industry
Exploring the role of effective e-leadership on financial performance in the Nigerian fintech industry
A review of digital disruptions in CRM practices and their associated financial impact on listed companies during the Covid-19 pandemic
Exploring the importance of Sharia-based business practices on SME financial performance in multicultural countries

Free Webinar: How To Find A Dissertation Research Topic

Ideas: Operations Management

An assessment of the impact of blockchain technology on operations management practices in the transport industry of Estonia
An evaluation of supply chain disruption management strategies and their impact on business performance in Lithuania
Exploring the role of lean manufacturing in the automotive industry of Malaysia and its effects on improving operational efficiency
A critical review of optimal operations management strategies in luxury goods manufacturing for ensuring supply chain resilience
Exploring the role of globalization on Supply chain diversification, a pre/post analysis of the COVID-19 pandemic
An analysis of the relationship between quality management and customer satisfaction in subscription-based business models
Assessing the cost of sustainable sourcing practices on operations management and supply chain resilience in the Cocao industry.
An examination of the adoption of behavioural predictive analytics in operations management practices, a case study of the
Italian automotive industry
Exploring the effect of operational complexity on business performance following digital transformation
An evaluation of barriers to the implementation of agile methods in project management within governmental institutions
Assessing how the relationship between operational processes and business strategy change as companies transition from start-ups to scale-ups
Exploring the relationship between operational management and innovative business models, lessons from the fintech industry
A review of best practices for operations management facilitating the transition towards a circular economy in the fast food industry
Exploring the viability of lean manufacturing practices in Vietnam’s plastics industry
Assessing engagement in cybersecurity considerations associated with operations management practices in industry 4.0 manufacturing

Research Topic Kickstarter - Need Help Finding A Research Topic?

Topics & Ideas: International Business

The impact of cultural differences in communication on international business relationships
An evaluation of the role of government import and export policies in shaping international business practices
The effect of global shipping conditions on international business strategies
An analysis of the challenges of managing multinational corporations: branch management
The influence of social media marketing on international business operations
The role of international trade agreements on business activities in developing countries
An examination of the impact of currency fluctuations on international business and cost competitiveness
The relationship between international business and sustainable development: perspectives and benefits
An evaluation of the challenges and opportunities of doing business in emerging markets such as the renewable energy industry
An analysis of the role of internationalisation via strategic alliances in international business
The impact of cross-cultural management on international business performance
The effect of political instability on international business operations: A case study of Russia
An analysis of the role of intellectual property rights in an international technology company’s business strategies
The relationship between corporate social responsibility and international business strategy: a comparative study of different industries
The impact of technology on international business in the fashion industry

Topics & Ideas: Leadership

A comparative study of the impact of different leadership styles on organizational performance
An evaluation of transformational leadership in today’s non-profit organizations
The role of emotional intelligence in effective leadership and productivity
An analysis of the relationship between leadership style and employee motivation
The influence of diversity and inclusion on leadership practices in South Africa
The impact of Artificial Intelligence technology on leadership in the digital age
An examination of the challenges of leadership in a rapidly changing business environment: examples from the finance industry
The relationship between leadership and corporate culture and job satisfaction
An evaluation of the role of transformational leadership in strategic decision-making
The use of leadership development programs in enhancing leadership effectiveness in multinational organisations
The impact of ethical leadership on organizational trust and reputation: an empirical study
An analysis of the relationship between various leadership styles and employee well-being in healthcare organizations
The role of leadership in promoting good work-life balance and job satisfaction in the age of remote work
The influence of leadership on knowledge sharing and innovation in the technology industry
An investigation of the impact of cultural intelligence on cross-cultural leadership effectiveness in global organizations

Business/Management Dissertation & Theses

While the ideas we’ve presented above are a decent starting point for finding a business-related research topic, they are fairly generic and non-specific. So, it helps to look at actual dissertations and theses to see how this all comes together.

Below, we’ve included a selection of research projects from various management-related degree programs (e.g., MBAs, DBAs, etc.) to help refine your thinking. These are actual dissertations and theses, written as part of Master’s and PhD-level programs, so they can provide some useful insight as to what a research topic looks like in practice.

Sustaining Microbreweries Beyond 5 Years (Yanez, 2022)
Perceived Stakeholder and Stockholder Views: A Comparison Among Accounting Students, Non-Accounting Business Students And Non-Business Students (Shajan, 2020)
Attitudes Toward Corporate Social Responsibility and the New Ecological Paradigm among Business Students in Southern California (Barullas, 2020)
Entrepreneurial opportunity alertness in small business: a narrative research study exploring established small business founders’ experience with opportunity alertness in an evolving economic landscape in the Southeastern United States (Hughes, 2019)
Work-Integrated Learning in Closing Skills Gap in Public Procurement: A Qualitative Phenomenological Study (Culver, 2021)
Analyzing the Drivers and Barriers to Green Business Practices for Small and Medium Enterprises in Ohio (Purwandani, 2020)
The Role of Executive Business Travel in a Virtual World (Gale, 2022)
Outsourcing Security and International Corporate Responsibility: A Critical Analysis of Private Military Companies (PMCs) and Human Rights Violations (Hawkins, 2022)
Lean-excellence business management for small and medium-sized manufacturing companies in Kurdistan region of Iraq (Mohammad, 2021)
Science Data Sharing: Applying a Disruptive Technology Platform Business Model (Edwards, 2022)
Impact of Hurricanes on Small Construction Business and Their Recovery (Sahu, 2022)

Looking at these titles, you can probably pick up that the research topics here are quite specific and narrowly-focused , compared to the generic ones presented earlier. This is an important thing to keep in mind as you develop your own research topic. That is to say, to create a top-notch research topic, you must be precise and target a specific context with specific variables of interest . In other words, you need to identify a clear, well-justified research gap.

Fast-Track Your Topic Ideation

If you’d like hands-on help to speed up your topic ideation process and ensure that you develop a rock-solid research topic, check our our Topic Kickstarter service below.

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Topic Kickstarter: Research topics in education

Great help. thanks

Hi, Your work is very educative, it has widened my knowledge. Thank you so much.

Thank you so much for helping me understand how to craft a research topic. I’m pursuing a PGDE. Thank you

Effect of Leadership, computerized accounting systems, risk management and monitoring on the quality of financial Reports among listed banks

May you assist on a possible PhD topic on analyzing economic behaviours within environmental, climate and energy domains, from a gender perspective. I seek to further investigate if/to which extent policies in these domains can be deemed economically unfair from a gender perspective, and whether the effectiveness of the policies can be increased while striving for inequalities not being perpetuated.

healthy work environment and employee diversity, technological innovations and their role in management practices, cultural difference affecting advertising, honesty as a company policy, an analysis of the relationships between quality management and customer satisfaction in subscription based business model,business corruption cases. That I was selected from the above topics.

Research topic accounting

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ABM campaigns: examples that turned targets

22nd November 2023

Tilly Henley / Calculating...

Account based marketing ,

Content marketing ,

Data and performance ,

Strategy and ROI ,

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ABM campaign catchers

Content marketing for abm, 3 abm campaign examples with big results , out-of-the-box account-based marketing ideas , abm: using engagement data for relevant scale .

See how Turtl supports ABM

Scale personalized content, see intent

To create an account-based marketing (ABM) campaign that’ll outsmart your competitors, you’re going to need some inspo. Many successful ABM campaigns do two things well:

They use a multichannel approach.
They’re great at personalizing content for a better audience experience

Here are some ABM campaign examples to get the inspiration flowing.

Webinars are a nifty little tool for your ABM strategy.

Encourage engagement by using a purpose-built webinar platform, and build interactivity with their tools. You’ll find out more about your leads and make post-event conversations much easier. The best interactive features allow you to:

Set up polls
Run a Q&A
Add CTA buttons such as ‘book a call’ or ‘request a demo’ to help people discover your product and prepare your sales teams.

An ever-dependable ABM campaign example, in-person events are great at winning leads. Whether it’s conferences, training, or showcases, there are plenty of ways to engage with targets to start up conversations and create follow-up opportunities. Take your sales team along to get a head start on building those relationships.

Depending on the size of your budget, you could even go big on the VIP treatment. Invitation-only events, personalized merch, or one-to-one sessions give you an exclusive edge.

Direct mail

There’s nothing quite like getting free useful/informative swag through the post. Direct mail might be more expensive, but it’s being talked up by ABM experts as more effective than email – so reserve this for your top targets. Go hard on personalization. Make sure what’s in your gift packages works all together. Leads will soon be in touch.

Tailored email messages for the individuals you’re targeting work best here. Do away with your bulk sends and automation. For ABM to work over email, you need carefully crafted messaging specifically for your targets. Also, think about how to get your email to stand out from the crowd – could it work in ways other than written copy?

Paid advertising and social

PPC and social ads can work just as well when you have a specific audience to target. LinkedIn works particularly well for ABM campaigns. You can create sponsored content that, with the right targeting, appears right under the nose of your chosen audience and draws them into your funnel. Targeting and retargeting will make sure your ads show for the right people, too.

Personalized journeys

Content personalization is a firm feature of all the best ABM campaigns. You can personalize any of the examples above, but keep it up through your audience’s journeys and you’ll see better results. Other places you can personalize the journey include:

Landing pages
Web content experiences, for example, calculators or simulations
Content streams that curate content for each person

Content marketing for ABM is slightly different from your typical content marketing efforts in that it is a highly personalized approach for a specific targeted account. Where with typical content marketing your efforts may be to bring in as many potential leads as possible, the ABM approach means your content must be tailored for a specific audience.

This means personalized messaging, downloadable content that addresses pain points, and positioning your business as the solution to that account’s problems. This can be through many different mediums such as white papers, templates, case studies, webinars, or even a far more direct approach displaying the beneficial relationship the account can have with your business.

1. The ABM content that increased reads 119%

Strategicabm are ABM agency pros. However, they realized that while their strategy was sound, their own ABM content could do with a refresh.

They created:

A new piece of core content – the ABM playbook . An all-in-one resource for any aspiring ABM marketer. Educational content and helpful advice presented in an interactive digital format is far more interesting than your standard downloadable PDF.
A digital newsletter created in the Turtl format , covering all things ABM
ABM lunch and learns
Personalized strategy roadmaps, with highlighted issues and potential solutions

Why it worked

Using Turtl’s digital format for their content gave strategicabm analytics data never accessed before. They could see which of this specific content and what topics had the best interactions. This intel could then be used to plan ABM campaigns, nurture programs, lead capture , and lead generation content .

They could also be more consistent and faster creating personalized experiences too. They personalized lunch and designed strategy roadmaps for each lunch and learn attendee. All content that made follow-ups with the sales team more successful.

Their newsletter saw a 10% lower bounce rate in only a couple of months and their read rate increased 119%.

And best of all, they used everything they learned to improve the strategies of their own customers.

2. The B2B agency that closed 2 out of 3 ABM targets

One successful B2B agency used ABM tactics and Turtl’s personalization tools to secure new business in their traditional downtime period.

With three new potential clients from the same industry, the agency created one piece of content based on the companies’ interests and interaction trends. They then generated automated personalized versions to speak directly to each company. They incorporated their names and logos and other identifying markers. Analytics could track what content each company interacted with most. And the sales team could take that info to have better conversations to close the deals.

The key thing here is that the agency didn’t overstretch themselves. They directed attention and care to the three companies in the running. Turtl made personalization at different scales much easier, too. They only had to create content once in a Master Doc. Turtl Analytics showed which target clients shared content with colleagues. What the agency created had influenced and resonated with its targets.

3. 4x more meetings booked with reader-led personalization

A huge telecom provider improved their content to generate more leads and close more sales conversations.

In a twist on ABM, this company went for a broader reach than normal, but with content that still catered to each individual. They started to personalize at scale by creating one digital doc that readers could then customize themselves. It let them choose the content they wanted to read, like their very own content stream. This approach effectively self-segmented their audiences for them.

They generated 1400 leads in two months.

The interactivity of their digital docs gave them reams of data. They got a deeper level of customer engagement by seeing what content readers chose, increasing their understanding of their audience. Follow-up content could then be more tailored and the sales teams could close deals. They had a whole bank of background info they could refer to thanks to the knowledge they’d gained from the analytics.

So far we have looked at some wonderful ABM campaigns that involve pretty typical approaches, but what if you want outside-the-box ABM ideas? Let’s take a look at some fantastic, hyper-personalized approaches to specific accounts.

GumGum – The Data Knight Comic Book

GumGum is a contextual intelligence platform using AI to analyze text, video, and audio, then uses this data to help advertisers place their promotions in the best possible locations. GumGum knew they wanted T-Mobile as a client, a big fish by all accounts.

T-Mobile CEO, John Legere, is very active on social media, and GumGum quickly found that he has a personal interest in comic books and superheroes, specifically Batman. From here they positioned Legere as a Batman-esque superhero with themselves as his sidekick to promote their potential partnership.

Enter center stage T-Man and Gums the Girl Wonder in The Data Knight.

This hyper-personalized touch by appealing directly to the CEO landed GumGum the account with ease. By positioning T-Mobile as the hero of the story, rather than themselves, it served not only to butter up the client but allowed them to come across as an essential companion.

This is a very creative and personalized example and while it may not apply to every scenario – it’s a great instance of where appealing directly to the person behind the final decision can work in your favor.

GumGum – Build your own Big Mac

GumGum again with beautiful personalization shows how a creative approach can make all the difference when it comes to personalized ABM campaigns.

Looking to gain McDonald’s as a client, in 2017 GumGum sent out over 100 deconstructed Big Macs to McDonald’s executive board. Each ingredient was paired with a reason why GumGum was the top dog to work with and how they could help the burger giant.

Each kit also included a receipt that listed the executives by name as an extra personal touch.

Why it Worked

The ABM experts were met with success when the campaign landed them a meeting with the executives at McDonald’s. While it may not be quite as direct as going straight to the CEO, GumGum appealed to many high-level decision-makers at one of the largest companies in the world, by speaking their language.

GumGum understands that while you’re trying to sell yourself, it’s not necessarily about you. Appealing to the business you’re trying to aid is much more likely to make them feel that you understand them and their industry, than just saying “Hey look at us!”.

Intridea – Direct Billboard

Web and mobile app developer Intridea took a public and yet direct approach to ABM when targeting advertising group Ogilvy.

Billboards are usually a way to engage with as many people as possible, most typically in a B2C setting. Intridea took a different approach by taking out a billboard ad to specifically target Ogilvy opposite their Manhattan offices.

If you were to stare out your window and see a billboard message directly pointed at you it would stick in your mind for a long time. That’s exactly what happened with Intridea. The comedic play on words with “Ogle this, Ogilvy” followed by the personalized URL to “oglethis.co” led to personalized messages promoting a partnership. What a way to grab the attention of the giant advertising group.

There is a fine line to consider here between fun-lighthearted targeting and what would border harassment. While this worked for Intridea, do consider whether it’s the right approach for you (and whether things like this work more than once!)

Visual evidence with Robin

Just saying what you can do is fine, but it doesn’t grab attention or prove to a potential client that you’re worth the time of day. This is where Robin’s one-to-many approach with visual evidence of their efforts worked so well.

Robin is a workspace and conference space scheduling company that operates in a highly competitive environment. To stand out they took to social media with photo evidence of their spaces to showcase just how gorgeous your next office space could look. Using this visualization of their work, they used targeted advertising and personalized messaging to approach their target accounts.

Nothing is more effective in selling a product than evidence of how it works. By showing off examples of their spaces, Robin proved to potential clients how they could be of service without resorting to just statistics. It led to them seeing a 50% increase in web traffic and a 20% increase in leads.

Creative ideas and research can help execute the best ABM campaigns. ABM needs a multichannel strategy, that includes various mediums and channels.

To bolster supporting content marketing, you’ll need interactive content you can personalize at an innovative level. Interactivity drives better engagement and this in turn reveals behavior in analytics. You’ll learn much more about your target accounts. It’s even possible to scale ABM to thousands of accounts at once if you’re ready to rock your output. We show you how in our guide.

Our Advanced ABM guide teaches you how to automate personalization for more intelligent ABM campaigns. Please have a read.

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100 Qualitative Research Paper Topics

Published by Ellie Cross at November 1st, 2021 , Revised On November 3, 2023

Selecting an interesting research topic is a very daunting task. And it becomes even more daunting when students are required to pick a topic that is:

Highly specific
Useful to the larger research community
Has a lot of material present on it to start with
Can be supported by enough facts and figures
Instrumental in closing the ‘research gap’ that already exists around it or within the same field of study.
Tries to explain the what , why , how , when , where and/or who behind a phenomenon or an event.

Because of all these factors, institutions—schools, colleges and universities alike—pay so much attention to the kind of topics their students will be researching on.

Qualitative research involves describing or explaining an event or a phenomenon without heavily relying on statistical or mathematical practices. Even though some qualitative research papers do make use of such practices to collect data, in the end, they generally rely on summarising and interpreting that data qualitatively.

Did you know that an eclectic method or mixed-methods approach is a research method that uses both quantitative and qualitative means of data collection and interpretation?

How to Choose the Correct Qualitative Research Paper Topic

Settling on the right qualitative research topic for one’s study depends on answers to some questions and personal student reflections, such as: :

Can I research this topic in the time I have been given by my school/college/university?
Is there a research gap that my research will be able to fill?
Is this topic highly necessary; if I don’t research this topic, will the research community be affected?
Has this topic been researched before?
Does this topic support doable, practical research objectives and questions?
Does my topic lean more towards the quantitative side than the qualitative side?

Such questions, if brainstormed before selecting a topic, will greatly help make the right decision about what kind of research needs to be done.

Still having difficulty choosing the perfect qualitative research topic? Below is a list of 100 qualitative research topics for different types of students.

Qualitative Research Paper Topics for Senior High School Students

In most countries around the world, high school generally comprises grades from 9th or 10th to 12th grade. The courses taught to students in high school mostly include the ones listed below, along with some unique qualitative research topics for each subject.

What are the main cultural elements in Charlotte Brontë’s novels? OR How do they reflect modern cultures?
How does literary language differ from the non-literary language in writing?
What are the differences between poetry and drama?
Which Shakespearean play/drama is most relevant to present times and why/how?
How do Charles Dickens’ writings portray the pre-industrial revolution era?
Why are Charles Bukowski’s writings negatively criticised?

Biology/Animals/Nature

Why are coral reefs so important in marine life?
How do bones in the human body ossify?
Flora and fauna in deserts: truth or fiction?
When is exposure to the sun beneficial and harmful to the human body?
What is mercury poisoning in humans?
What is the world’s oldest plant/animal species?
What are the effects and causes of prolonged humidity or lack of rain on land?
Is global warming getting worse or is it just a myth?
Why do some plants need water and some don’t?
Are there any physical benefits of having pets?
What are ferrofluids?
How do aluminium and mercury react together? What happens/doesn’t happen?
What are the properties of aerogel?
Can metal be smelled? If not, why, and if so, how?
How can old jewellery be turned into gold bars?
When does milk become lactose-free?
Why are some gases odourless and others aren’t?
How are black holes evolving?
What is so special about Jupiter’s rings?
What is the Fermi Paradox and what are the Five Solutions to it?
Where can the law of entropy be witnessed in action?
Does the soul have weight? How can it be measured?
How does the Large Hadron Collider (LHC) work?
What kind of environments would fission and fusion reactions not hold in?
What are the major implications of the Civil War in today’s world?
How did the age of piracy end?
Which civilisation was advanced and why (Roman, Greek, Incan, etc)?
What would modern society be like without the two World Wars?
Which ancient cultures have survived/are still practiced today? How?
What is the Nova Effect?
Will AI be the end of humankind?
Nihilism: good or bad?
Why is Arthur Schopenhauer considered the ‘darkest’ philosopher of all time?
Stoicism, Taoism, or Absurdism: which leads to a happier life?
How does the Amara Effect work in real life?

Arts and design

Do students learn better in a ‘colourful’ and architecturally rich environment?
What is the importance of the golden ratio in modern-day design?
Lefties are more artistic: myth or fact?
What is the importance of birth order according to Adler’s theory?
Alcoholism and drug abuse is common in teenagers: why or why not?
How do the ID, EGO and SUPEREGO shape an adult’s personality according to Freud?
Why is gratitude considered a sign of happiness in young adults?
Where do the effects of childhood abuse affect one’s mental well-being in later life stages?
Bullied children go on to bully others: fact or fiction?
Why is Bach’s classical music given so much importance?
Are music and memory connected? How?
What are Beethoven’s contributions to present-day orchestral music?

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Qualitative Research Paper Topics for ABM Students

This group of students comprises those who belong to the field of accountancy, business and management. Even though the following topics have been mentioned for each field separately, some of them can be mixed and matched. Because each field in ABM might make use of other, surrounding fields during its research process. This is all because of a simple fact: such fields are very inter-connected.

Accountancy

Will Blockchain improve the future of accounting? Why or why not?
How has the COVID-19 situation affected accountancy firms globally?
Is cryptocurrency the solution to all the financial issues of today’s consumerist society? Why/why not or how?
What are some important ethical considerations involved in discretionary accruals?
What will an accounting firm be like without interest rates?
Do international firms like Coke or Nestle have a better accountancy workforce than local vendors? Why or why not?
How can someone launch their own business during the current COVID-19 pandemic? How is it different than launching a business any other time of the year?
Is the AI business model the most integrated business approach model out there right now? Why/why not or how?
What is the importance of language in communicating business goals, reaching the target audience, etc.?
Which business ethics’ theories are followed most rigorously by contemporary businesses and why?
When do businesses like Amazon or Shopify least benefit or affect the general public or other businesses?
What is the relation between career and talent management?
Which affects management more: process planning or project planning? Why or how?
Does organisational leadership affect management in small companies? How?
Where is construction management most useful?
How will an organisation be affected without brand management?

Qualitative Research Paper Topics for STEM Students

STEM students belong to the fields of science, technology, engineering and mathematics. Same as ABM, STEM research topics can also be mixed and matched with one another. Since the STEM fields are also highly intertwined with each one, it becomes difficult to tell sometimes what kind of topics are solely for one field or the other.

For instance, a topic related to global warming can be considered merely scientific. But then again, fields like technology, engineering and mathematics are all different faces of science. So, while discussing the effects of global warming, a student might find themselves discussing how technological advancements can help prevent excessive damage caused by global warming worldwide.

Similarly, mathematics is heavily used in the field of engineering. So, research from one field doesn’t necessarily have to rely on that field alone. It can go on to join with other related fields, too.

The following topics, therefore, might be combined with others to create a whole new topic. Or they can also be used as they are.

Is terraforming on Mars (and possibly on other planets too) a good or bad move? Why?
How do black holes affect supernovas?
Can ice caps melting from global warming be artificially preserved to stop the spread of viruses living under the snow?
How has the earth changed in the last 100 years?
What is the relation between climate change and flora and fauna growth?
Are science and religion two sides of the same coin? Why or why not?
The scientific inquiry leads to more questions than answers: fact or fiction?
Scientific inventions have destroyed more than created. Is that so? Why or why not?
What is the most likely future of energy, be it solar or otherwise?
What is the importance of dialectical behaviour therapy (DBT) in helping patients?
What are the negative implications of machine learning in today’s world?
How has information technology (IT) revolutionised the medical world in the last couple of years?
Wireless technology or AI: which is better and why?
What is blockchain technology? Or Why is it important?
Should nanotechnology be adopted in different spheres of life? Why or why not?
How has Python revolutionised the world of technology in contemporary society?

Engineering

What are some important future trends in industrial robotics?
How has aerospace engineering helped scientists and engineers discover all they have about space?
Where does civil engineering play an important part in construction?
Where are industrial pneumatics used mostly these days and how?
Why is mechanical design so important in a product’s development process?
Which household use engineering products run on thermodynamics and how?
What are the fundamentals of submarine engineering?
How do hydroelectric power plants function?

Mathematics

How do modern construction workers and/or designers make use of the Fibonacci sequence?
How do mathematical calculations help determine the endpoint of the universe?
How do spacecraft make use of basic math in their construction and working?
What is the role of maths in data science?
Where are mathematical computations used in game development?
Is contemporary mathematical knowledge and practices etc. based on Vedic math? Why/why not or how?
Can architects work without the use of geometry? Why or why not?

Explore further: Check out the top 10 tips every emerging qualitative researcher ought to know about before beginning their research.

Other Essay Topics: Discursive Essay Topics & Ideas 2022 , Persuasive Essay Topics – Suggested By Industry Experts , Argumentative Essay Topics and Ideas .

Selecting a research topic is the first and therefore, perhaps the hardest step in the research process. Qualitative research involves using more descriptive, non-statistical and/or non-mathematical practices to collect and interpret data.

There are a couple of important things that should be considered before finalising a research topic, such as whether it’s practical, doable within the assigned time, etc.

There are many different types of qualitative research topics that high school students, ABM (accountancy, business, management) and STEM (science, technology, engineering, mathematics) students can uptake these days, especially with new knowledge being published each day in different fields. However, there is still always more to be discovered, explored and explained.

Selecting a qualitative research topic for senior high school, ABM, or STEM students is made easier when the close relationship between these fields is considered. Since they’re all so interconnected, a topic from one field is bound to include elements of another, closely related field. Such topics can therefore be mixed and matched to create a whole new topic!

Frequently Asked Questions

How to choose the correct qualitative research paper topic.

To choose a qualitative research paper topic, consider your interests, expertise, and available resources. Explore current trends, gaps in knowledge, and societal issues. Seek feedback from peers and advisors. Prioritize relevance, feasibility, and potential impact. Refine your topic to ensure it aligns with your research goals.

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5 Terrific ABM Examples That Deserve Attention

There’s more to account-based marketing (ABM) than identifying target contacts and researching the ins and outs of their business—but why tell you this when we can show you the following five real-world ABM examples?

Let’s dive in to take a closer look.

5 ABM Examples to Improve Your ABM Strategy

Abm examples #1: build hyper-specific personas and commit to a fault (ft. matriarch digital) .

Companies with solid buyer personas achieve a 10% higher conversions rate. Judging by this statistic alone, one thing’s for sure: When you shape your ABM strategy based on your ideal customer profile (ICP), revenue acceleration follows.

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The statistic also proves the long-time adage that you should never sell to everyone .

Matriarch Digital is an e-commerce digital marketing agency for women-owned businesses. Its ABM strategy strictly targets Gen-Z and millennial women looking to scale their small e-commerce businesses.

Founder Marissa Payne intentionally focuses on these qualifying traits , as these are her best clients, and it allows her to tailor her messaging and value proposition better .

For example, she sends an audit, competitor analysis, and industry trends reports in her outbound strategy.

“This is a super-targeted approach to marketing,” explains Marissa. “It allows us as an agency to grab the lowest-hanging fruit and, in return, letting our clients do the same.”

4 Salesforce Lead Scoring Tips You Need to See

Salesforce is one of the most high-powered sales and CRM-focused SaaS tools on the market…

6 CRM Lead Scoring Tools to Consider in 2024

Every good sales team needs a great customer relationship management (CRM) tool backing them up. …

Traditional vs Predictive Lead Scoring: Which is Right for You?

Over the past decade, we’re sure that you’ve noticed that your marketing tech stack options…

ABM Examples #2: Treat LinkedIn Sales Navigator as Your Sidekick (Ft. Emails That Sell)

Sales folks, listen up. LinkedIn Sales Navigator is the Robin to your Batman.

Not only did it help a company increase its pipeline growth 2.2X faster and deal size by 42%, but it also achieved a 16% higher win rate.

To set yourself up for success, avoid sending basic Linkedin invites ( Important: Low acceptance rate might result in an account ban).

“You still need to refine this list if you’re using Linkedin outreach . Why? Because if you want a 50+% invite acceptance rate, you need to identify which prospects are the MOST likely to accept your invitation and engage with you on Linkedin.” Jack Reamer, founder of Emails That Sell

Here’s how it works.

Filter your prospects by their (1) second-degree network and (2) posts on Linkedin in the last 30 days . This ensures that you’re targeting active users who have connected with the people you already know.

Next, send a personalized message to these prospects. 56% of marketers agree that personalized content is the key to ABM success, so put personalization at the front and center of your outreach.

How do you personalize your message? Here are two quick tips from Jack Reamer, founder of Emails That Sell :

Share a commonality (e.g., “We’re both in the HR space.” or “We both follow Melanie Perkins from Canva.”)
Say something unique about their profile (e.g., “I see you’re a fan of collecting old typewriters. I, myself, have a Hermes 2000.”)

Not all prospects will accept your invitation right away, so you’ll want to send a personalized follow-up.

“Add more personalization and ask for a meeting—yes, right away. The trick here is to do this without sounding ‘salesy.’ Make the message all about the prospect, highlight a common pain point, and explain why a meeting benefits them.” Jack Reamer, founder of Emails That Sell

Here’s a template that Jack swears by it:

Using this approach, Jack gets a 40-55% invite acceptance rate and a 30-35% reply rate on Linkedin.

Don’t forget to define your customer journey , reminds Laura Simis, digital marketing manager at Hum .

“Successful ABM campaigns are designed to hit the right person, with the right message, in the right place, at the right time. It’s easy to get caught up in what messages you want to send and where to place them. But these pieces should be built to facilitate the journey and focus on moving your audience to the next step .” Laura Simis, digital marketing manager at Hum

There’s no magic equation to building a customer’s journey .

Except that the more in tune you are with how your audience navigates the buying journey, the better you’ll be able to map out the touchpoints.

Keep this concept in mind as you flesh out the rest of your ABM strategy.

ABM Examples #3: Create Content at EVERY Stage of The Funnel (Ft. Pandio)

When SEMrush surveyed 350 marketers, it discovered that 76% create content for the bottom of the funnel (BoFu). This makes a fascinating insight, as marketers (95%, in fact!) direct their efforts more at the top of the funnel (ToFu) .

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Does this mean you should focus on ToFu and less on the middle of the funnel (MoFu) and BoFu?

Gideon Rubin votes no.

The CEO of Pandio recommends creating content at all stages of the funnel, as this guides buyers throughout from awareness to purchase decision.

You don’t just want to generate awareness and leads .

You want to convert these leads to paying customers .

Revenue is the main goal.

In the same research by SEMrush, when marketers were asked about the most important metric that shows the effectiveness of their marketing funnel , the top three responses were conversion rate (36%), number of payments (23%), and ROI (15%).

54% of marketers and sales reps say marketing-sales alignment boosts financial performance, proving that if you want to create conversion-focused content, you need to do it with sales insights.

Make sure your marketers speak the same language as your salespeople—and vice versa.

Talk about a disconnected experience!

Lenny Liebmann , who consults for B2B SaaS companies, puts it brilliantly, “All three lanes—content, sales, and ABM program management—must collaborate effectively to shepherd targets at their own pace through their appropriate funnel path.”

Any misstep in one path will destroy your opportunity to close.

ABM Examples #4: Buddy Up Marketers With Sales (Ft. Lone Armadillo and Hum)

Lynne McNamee stresses the importance of marketers aligning with sales on their sales target.

The president of Lone Armadillo Marketing & Consulting , who used to work as a marketing director at a B2B learning management system company, recommends the following.

Marketers should aim to understand the:

Metrics that sales need to hit
Sales approaches that have been working for qualifying and closing profitable deals
Business objectives (e.g., Is the company expanding into new markets or aiming to be the preferred solution in only one industry?)
Data points that senior management evaluate (plus how to measure it, etc.)

Marketing-sales alignment extends to other areas of your business, including automation.

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At Hum, Laura relies on sales insights when building marketing automation workflows and prioritizing deployment (based on a single segment timed with sales outreach and follow-ups).

She shares, “ Having a unified focus means you’re more likely to spot gaps or overlaps in the workflow immediately. You’ll know how people are responding to your messaging more quickly.”

And while we’re on the topic of workflows, Laura recommends starting small.

“Don’t get bogged down by the idea that you need to build the perfect workflow that stands alone. Automation and touchpoints can get out of hand when you start accounting for any possible scenario.” Laura Simis, digital marketing manager at Hum

Build your basic workflows for your leads and not-ready-to-buy prospects. You can always expand your email nurturing sequences with additional workflows based on their responses.

“This approach is helpful when you’re tackling your ABM set-up in smaller pieces,” advises Laura. “And it also makes it easier to see which pieces of your workflow are working well and which need improvement.”

ABM Examples #5: Identify Buyers Higher Up in the Ladder (Ft. SilverCrest)

Earlier on, you learned about the importance of buyer personas and how they help zero in on your best customers.

Now, what if you have more than one buyer? Should you focus your attention on all of them?

Jennifer Moore reckons we should hone in on the key influencers .

The CMO of SilverCrest identified two key influencers after comparing which of her four personas were the most responsive in the omnichannel campaigns and in-person meetings.

“Rather than spreading our marketing dollars over the four personas,” says Jennifer. “We concentrated on the two that were the closest to actually being able to pull the trigger .”

Alt=&Quot;Abm-Examples-Identify-Key-Buyers&Quot;

In short, it’s best to focus more on the champion and budget holder, as these people are higher up in the ladder and have the final say in purchase decisions.

SilverCrest’s laser-focused approach increased its marketing spend efficiency and lead-to-close (viable inquiry and timeframe).

Which ABM Examples Will You Try Today?

These ABM examples prove revenue acceleration happens when you target the right buyers with personalized content based on marketing and sales collaboration, at the right time.

So, buddy up your marketers and sales reps to rank your leads by potential. Book your demo with Breadcrumbs today and learn how to set your criteria and score your leads up to the account level.

A Qualitative Study of Spending Behavior of ABM Students in STI College Malolos, Bulacan The Problem and its Background

Related Papers

Christine Faith Nichole B . Abawag

STEVEN SUKMAJAYA

Journal of emerging technologies and innovative research

Thahirunissa A.

Asian Social Science

Shahryar Sorooshian

Psychology and Education: A Multidisciplinary Journal

Psychology and Education , Ester Rose S . Alikes , Genevieve L. Sagandoy

This study was conducted to examine the money management practices of Business Administration students at the Mountain Province state Polytechnic College including the problems encountered, and the remedies taken to address them. A survey method was used, and convenience sampling was utilized to determine the sample size for the respondents. The data were gathered through questionnaires and personal interviews. The study's findings indicate that most respondents prioritized saving for long-term goals but do not invest their money for insurance or gainful purposes. Most students keep a record of their expenditures but many neglects to create a budget plan and end up spending more of their budget. The result also showed that their primary problem is lack of money for unforeseen expenditures or emergencies. The solution utilized to address the issue is to save funds for the future. Hence, the Business Administration Department may consider enhancing personal finance topics in its curriculum. The college should reconsider designing financial literacy programs that may be integrated in the student orientations. Skills training should also be provided to assist the students in developing their financial and business skills.

Ijaems Journal

This research described the financial literacy and spending habits of Bachelor of Science in Accounting Information System (BSAIS) students. Total enumeration sampling was utilized in choosing the 116 respondents from PHINMA Araullo University at Barangay Bitas, Cabanatuan City, Nueva Ecija, Philippines during the Academic Year 2020-2021.The respondents answered questionnaires adopted and modified by the researchers. The researchers divided the questionnaire into two parts. The first part pertains to the financial literacy of the respondents and the second part is about their spending habits as to academic, food, and personal needs. The questionnaire was a 4-point Likert Scale. The data gathered were tallied and analyzed using weighted mean, and set into tables for interpretation and analysis. Results revealed that the respondentshave good financial literacy. Likewise, they were good spender of their money as to their food, personal and academic needs.

Rüştü Yayar

In this study, the consumption expenditures of the students, one of the important income sources of regional economies, were revealed, and it was investigated that whether these expenditures are in relation with sociodemographic factors or not. Used data was collected via survey study done to the students in Amasya University. The income-expenditure functions of the students, the share of fourteen expenditure groups in total expenditures, and income elasticity were estimated with the help of Engel’s functions. Sampling was used for sample selection. SPSS and Eviews Packet Programs were used in data analysis. 717 out of 800 surveys were approved and attached to analysis. 14 expenditure items were formed by based on “classification of individual consumption by purpose“. It is also searched that whether the gender of the students; studying in daytime or evening education; getting scholarship or loan; being student in faculty or high school; possession of credit card; studying in medical, social or technical departments; and accommodating in houses or dorms had a meaningful difference on consumption expenditures or not. In the study, while a clear observation related to the marginal propensity to consume of the students in daytime education in Amasya University cannot be stated, that their autonomous consumption is 47,5 TL lower than the students in evening education can be stated. It is also observed that the income elasticity values related to alcohol-tobacco, household goods, hotelrestaurant, chance-games, and sport expenditures are higher than 1, and the income elasticity values related to the other expenditure items are lower than 1.

Jurnal Bisnis dan Manajemen

Acai Sudirman

Jurnal Pendidikan Bisnis dan Manajemen

Henry Tamboto

25 ABM Use Cases and Ideas To Provide ABM Inspiration

Whether you are working out how to get started or scaling up your ABM program, I hope that this list of ABM Use Cases will give you new ideas and inspiration. This includes how to use an ABM segmentation, create AM dashboards, and use ABM Linkedin ads.

The ABM Use Case and ABM Examples List

1. providing in-market alerts to sdrs – (a great abm use case to try first).

You can do this without an ABM platform. You license intent data from either Bombora or Zoominfo and set up the appropriate topics and filters to identify in-market healthcare organizations. Then integrate this into your CRM as an ABM Dashboard as an in-market report that shows who is showing interest in relevant topics.

2. Building your Ideal Customer Profiles (ICPs)

ABM segmentation is a foundational step in creating an ABM strategy. This blog post describes how to do this. This post provides a healthcare market segmentation that will be valuable in defining the target market.

3. Determining If Third-party Intent Data Can Reach Your Market

Third-party data from firms like Bombora and ZoomInfo , can be like magic in identifying in-market prospects. However, it’s not for everyone. If you operate in a very small niche, they may not cover your most relevant topics. You can determine if your topic is covered by examining the vendor’s topic list. Here is Bombora’s list.

4. Using First-party Intent Data to Cross-sell to Existing Customers (One of My Favorite ABM Uses Cases)

This is an underutilized ABM Use Case. Intent Data will help you identify new in-market prospects, and it can very helpful in helping you identify opportunities to sell your existing customers more products and services. You can do this in your ABM platform, your CRM, or the third-party intent data platform. Create a list of current customers who have not purchased a particular product. Determine intent topics for this product. Then configure the system to determine and identify which of these customers is showing intent for this product.

5. Using Gifting to Engage High Priority Target Accounts

In this increasingly digital world, old-school tactics like sending physical mail or gifts have gone out of vogue. Companies like Sendoso make it simple to send gifts to high-value prospects.

6. Run ABM Campaigns in Hubspot

Firms like Demandbase , Terminus , and 6Sense are designed for ABM. Hubspot is getting in the game and, in the two years, has improved its system to make it a viable way to run your ABM program. This post goes into how.

7. Determining your Best-Fit Customer Profile

Once you have developed your ICP, you must determine what a best-fit customer is. This is nuanced. Here is an example from my experience doing this [ video case ] [ blog post ]. This post explains how to do it dynamically using Demandbase’s FIRE framework.

8. Developing Qualifying Questions Best Fit Accounts

And once you have determined your best fit accounts, the next thing is to develop a set of questions to qualify them. For example, if you have a novel solution and run a start-up, ask the buyers how many startup solutions they have purchased in the last two years.

9. Using Intent Data to Target In-Market Prospects Via an ABM Platform (A Widely Used Example of ABM)

One of the reasons many organizations buy an ABM platform like Terminus is to run targeted ABM advertising. This is a very common ABM Use Case. These platforms enable you to run display ad campaigns to select targets, for example, based on intent for certain topics. In this case study , Nuvolo explains how they use this 1:Many technique as part of a competitive switching program.

10. Building Sales and Marketing Alignment With a 1:1 ABM Pilot

The single biggest reason ABM programs fail is through poor alignment between sales and marketing. One way to build this from the start is to pilot 1:1 ABM with a simple pilot targeting a few accounts. Sales and marketing partner to identify which accounts to target first and then develop a program to test this out.

11. Targeting In-market Prospects with LinkedIn Ads

This is one of my favorite simple ABM Use Cases. You can still run an ABM ad campaign if you have licensed intent data but don’t have an ABM platform. First, create a list of accounts that are in-market for your solutions. Then import this list into the LinkedIn Marketing Platform and create a campaign. Select relevant titles and run your ads exclusively to the list of in-market accounts.

12. Creating Personalized Pages for Top Prospects (I love this ABM Example)

If you have an email list of contacts from your ABM Target Account List, you can target them with a personalized experience by using a Personalized URL. This sends these contacts a link to a web page with a personalized URL, e.g., johnsmith.healthlaunchpad.com. You can do this typically in marketing automation systems like ontraport . The web page should be curated to address their needs. For example, we recently ran a campaign targeting hospital accounts that switched to Epic in the last two years. The content and offerings were exclusively about issues faced by new Epic customers. The email performed 2-3X baseline open and clickthrough rates.

13. Engaging Top Target Accounts With Customzied Resource Pages

You can also create customized and branded pages for your highest-priority accounts. In this case study , Nuvolo explains how this is part of their approach to 1:1 ABM. It’s a creat example of a strategic ABM Use Case.

14. Targeting Accounts Based on Interest in Key Categories

ABM Segmentation is is a key strategy as one of the approaches to ABM is 1:Few or Segment-based. Typically, this targets sub-segments of an ICP, e.g., West Coast-based IDNs. Another example is segmenting based on need. For example, if a company sells solutions that address Remote Patient Monitoring, Telehealth, Language Services and Physician credentialing, you can segment your intent topics for these separate categories. When an account appears interested in one of the categories, for example, language services, you can “drop” key contacts from this account into a language services campaign or email sequence.

15. Running a Competitive Switching Program

One ABM Use Case I am asked about frequently is how to use ABM for competitive switching. If you have a list of accounts that are running your competitors’ solutions, you can run a campaign targeting these accounts with a competitive switching message. You can do this through an ABM platform or simply via LinkedIn ads. Here is how Nuvolo does this.

16. Advertising to Epic Customers

Epic makes its customer list publicly available. If you have an offering that is hyper-relevant to Epic customers or a recent case study, you can use this list to run a targeted ABM campaign.

17. Using LinkedIn to Nurture Relationships with High Priority Target Accounts

LinkedIn is an effective platform for building relationships with prospects. In an ABM program, you can use it to make connections and nurture relationships with contacts at high-priority accounts.

18. Running a LinkedIn InMail Ad Campaign to High Priority Target Accounts

One of the challenges with LinkedIn is that most people won’t accept your invitation. We have found that acceptance rates run from as low as 15% to as high as 40%. This means you won’t be able to directly nurture relationships with 60-85% of your prospects. This is where InMail comes in. While I don’t like getting InMail solicitations, I don’t mind sponsored ads via InMail. This is at least a more honest way of trying to get a message in front of me.

19. Creating a Simple ABM Dashboard

If you haven’t adopted an ABM platform and your CRM is not well-suited to creating an ABM dashboard, you can create a Google Sheet to track account engagement. For example, if you are running a 1:1 campaign to 20 accounts, you can create a dashboard that tracks engagement across all your tactics, e.g., ad engagement, email CTRs, downloads, LinkedIn acceptances, and score the 20 accounts based on aggregate engagement.

20. Using an ABM Platform to Measure the Impact of Your ABM Campaign

If you have adopted an ABM platform, you will want to create a more sophisticated ABM dashboard that will enable you to build a set of ABM of KPIs. This post explains the ABM measurement framework. You can also manage your ABM segmentation and run campaigns, including ABM Linkedin ads, through this kind of platform too.

21. Using Content To Identify In-Market Prospects with Netline

One of my favorite B2B marketing tools that are perfect for ABM is Netline . It’s a great example of how to execute ABM without limited resources. This B2B content syndication platform enables you to get your long-form downloadable content in front of your audience using first-party data to target them.

22. Identifying At-Risk Customers with Intent Data

One ABM Use Case you may not have considered is how to use ABM as a retention tool. While ABM and Intent Data are typically associated with account growth, you can also use them to retain customers. For example, if you sell Telehealth Solutions, you can monitor your current customers to see if they show “spikes” for Telehealth intent topics. This may signal that they are actively looking to switch.

23. Using Intent Data to Improve Your Content Marketing Strategy

Many are unfamiliar with ABM Use Case: how to use intent data in your content strategy. Intent Data signals what customers are interested in. For example, you can monitor a long list of topics for your target account list. If you notice that many are spiking for a specific topic, e.g., cybersecurity, adjust your content marketing strategy and focus on marketing your cybersecurity content or creating new content.

24. How to Make Your Personas ABM-ready

I always feel that the most valuable thing about your personas is understanding their buyer journey. This includes understanding their questions at each stage of the buyer’s journey. One way to make this more ABM-ready is to add intent topics that are most likely to be relevant at each stage too. You will find these useful if you are planning to run ABM LinkedIn ads.

25. How to Design an ABM Pilot

ABM is hard to do well. It takes time to perfect. The first step is to run a pilot. In the ABM Resource Center , you will find the tools, templates, and guidance on creating a 90-day ABM Pilot. This includes creating an ABM segmentation, running ABM LinkedIn ads, and creating a simple ABM dashboard.

And Lest I Forget

I hope you found these ABM Use Cases helpful. I can help you grow your healthcare customer business. Here are some ways to get started:

1. Follow me or connect with me on LinkedIn. I publish videos and articles on ABM and healthtech marketing. 3. Work with me directly. Let’s book a growth session, and we can explore ways you can improve your marketing using the latest techniques in B2B marketing.

Originally posted on LinkedIn .

500+ Quantitative Research Titles and Topics

Table of Contents

Quantitative research involves collecting and analyzing numerical data to identify patterns, trends, and relationships among variables. This method is widely used in social sciences, psychology , economics , and other fields where researchers aim to understand human behavior and phenomena through statistical analysis. If you are looking for a quantitative research topic, there are numerous areas to explore, from analyzing data on a specific population to studying the effects of a particular intervention or treatment. In this post, we will provide some ideas for quantitative research topics that may inspire you and help you narrow down your interests.

Quantitative Research Titles

Quantitative Research Titles are as follows:

Business and Economics

“Statistical Analysis of Supply Chain Disruptions on Retail Sales”
“Quantitative Examination of Consumer Loyalty Programs in the Fast Food Industry”
“Predicting Stock Market Trends Using Machine Learning Algorithms”
“Influence of Workplace Environment on Employee Productivity: A Quantitative Study”
“Impact of Economic Policies on Small Businesses: A Regression Analysis”
“Customer Satisfaction and Profit Margins: A Quantitative Correlation Study”
“Analyzing the Role of Marketing in Brand Recognition: A Statistical Overview”
“Quantitative Effects of Corporate Social Responsibility on Consumer Trust”
“Price Elasticity of Demand for Luxury Goods: A Case Study”
“The Relationship Between Fiscal Policy and Inflation Rates: A Time-Series Analysis”
“Factors Influencing E-commerce Conversion Rates: A Quantitative Exploration”
“Examining the Correlation Between Interest Rates and Consumer Spending”
“Standardized Testing and Academic Performance: A Quantitative Evaluation”
“Teaching Strategies and Student Learning Outcomes in Secondary Schools: A Quantitative Study”
“The Relationship Between Extracurricular Activities and Academic Success”
“Influence of Parental Involvement on Children’s Educational Achievements”
“Digital Literacy in Primary Schools: A Quantitative Assessment”
“Learning Outcomes in Blended vs. Traditional Classrooms: A Comparative Analysis”
“Correlation Between Teacher Experience and Student Success Rates”
“Analyzing the Impact of Classroom Technology on Reading Comprehension”
“Gender Differences in STEM Fields: A Quantitative Analysis of Enrollment Data”
“The Relationship Between Homework Load and Academic Burnout”
“Assessment of Special Education Programs in Public Schools”
“Role of Peer Tutoring in Improving Academic Performance: A Quantitative Study”

Medicine and Health Sciences

“The Impact of Sleep Duration on Cardiovascular Health: A Cross-sectional Study”
“Analyzing the Efficacy of Various Antidepressants: A Meta-Analysis”
“Patient Satisfaction in Telehealth Services: A Quantitative Assessment”
“Dietary Habits and Incidence of Heart Disease: A Quantitative Review”
“Correlations Between Stress Levels and Immune System Functioning”
“Smoking and Lung Function: A Quantitative Analysis”
“Influence of Physical Activity on Mental Health in Older Adults”
“Antibiotic Resistance Patterns in Community Hospitals: A Quantitative Study”
“The Efficacy of Vaccination Programs in Controlling Disease Spread: A Time-Series Analysis”
“Role of Social Determinants in Health Outcomes: A Quantitative Exploration”
“Impact of Hospital Design on Patient Recovery Rates”
“Quantitative Analysis of Dietary Choices and Obesity Rates in Children”

Social Sciences

“Examining Social Inequality through Wage Distribution: A Quantitative Study”
“Impact of Parental Divorce on Child Development: A Longitudinal Study”
“Social Media and its Effect on Political Polarization: A Quantitative Analysis”
“The Relationship Between Religion and Social Attitudes: A Statistical Overview”
“Influence of Socioeconomic Status on Educational Achievement”
“Quantifying the Effects of Community Programs on Crime Reduction”
“Public Opinion and Immigration Policies: A Quantitative Exploration”
“Analyzing the Gender Representation in Political Offices: A Quantitative Study”
“Impact of Mass Media on Public Opinion: A Regression Analysis”
“Influence of Urban Design on Social Interactions in Communities”
“The Role of Social Support in Mental Health Outcomes: A Quantitative Analysis”
“Examining the Relationship Between Substance Abuse and Employment Status”

Engineering and Technology

“Performance Evaluation of Different Machine Learning Algorithms in Autonomous Vehicles”
“Material Science: A Quantitative Analysis of Stress-Strain Properties in Various Alloys”
“Impacts of Data Center Cooling Solutions on Energy Consumption”
“Analyzing the Reliability of Renewable Energy Sources in Grid Management”
“Optimization of 5G Network Performance: A Quantitative Assessment”
“Quantifying the Effects of Aerodynamics on Fuel Efficiency in Commercial Airplanes”
“The Relationship Between Software Complexity and Bug Frequency”
“Machine Learning in Predictive Maintenance: A Quantitative Analysis”
“Wearable Technologies and their Impact on Healthcare Monitoring”
“Quantitative Assessment of Cybersecurity Measures in Financial Institutions”
“Analysis of Noise Pollution from Urban Transportation Systems”
“The Influence of Architectural Design on Energy Efficiency in Buildings”

Quantitative Research Topics

Quantitative Research Topics are as follows:

The effects of social media on self-esteem among teenagers.
A comparative study of academic achievement among students of single-sex and co-educational schools.
The impact of gender on leadership styles in the workplace.
The correlation between parental involvement and academic performance of students.
The effect of mindfulness meditation on stress levels in college students.
The relationship between employee motivation and job satisfaction.
The effectiveness of online learning compared to traditional classroom learning.
The correlation between sleep duration and academic performance among college students.
The impact of exercise on mental health among adults.
The relationship between social support and psychological well-being among cancer patients.
The effect of caffeine consumption on sleep quality.
A comparative study of the effectiveness of cognitive-behavioral therapy and pharmacotherapy in treating depression.
The relationship between physical attractiveness and job opportunities.
The correlation between smartphone addiction and academic performance among high school students.
The impact of music on memory recall among adults.
The effectiveness of parental control software in limiting children’s online activity.
The relationship between social media use and body image dissatisfaction among young adults.
The correlation between academic achievement and parental involvement among minority students.
The impact of early childhood education on academic performance in later years.
The effectiveness of employee training and development programs in improving organizational performance.
The relationship between socioeconomic status and access to healthcare services.
The correlation between social support and academic achievement among college students.
The impact of technology on communication skills among children.
The effectiveness of mindfulness-based stress reduction programs in reducing symptoms of anxiety and depression.
The relationship between employee turnover and organizational culture.
The correlation between job satisfaction and employee engagement.
The impact of video game violence on aggressive behavior among children.
The effectiveness of nutritional education in promoting healthy eating habits among adolescents.
The relationship between bullying and academic performance among middle school students.
The correlation between teacher expectations and student achievement.
The impact of gender stereotypes on career choices among high school students.
The effectiveness of anger management programs in reducing violent behavior.
The relationship between social support and recovery from substance abuse.
The correlation between parent-child communication and adolescent drug use.
The impact of technology on family relationships.
The effectiveness of smoking cessation programs in promoting long-term abstinence.
The relationship between personality traits and academic achievement.
The correlation between stress and job performance among healthcare professionals.
The impact of online privacy concerns on social media use.
The effectiveness of cognitive-behavioral therapy in treating anxiety disorders.
The relationship between teacher feedback and student motivation.
The correlation between physical activity and academic performance among elementary school students.
The impact of parental divorce on academic achievement among children.
The effectiveness of diversity training in improving workplace relationships.
The relationship between childhood trauma and adult mental health.
The correlation between parental involvement and substance abuse among adolescents.
The impact of social media use on romantic relationships among young adults.
The effectiveness of assertiveness training in improving communication skills.
The relationship between parental expectations and academic achievement among high school students.
The correlation between sleep quality and mood among adults.
The impact of video game addiction on academic performance among college students.
The effectiveness of group therapy in treating eating disorders.
The relationship between job stress and job performance among teachers.
The correlation between mindfulness and emotional regulation.
The impact of social media use on self-esteem among college students.
The effectiveness of parent-teacher communication in promoting academic achievement among elementary school students.
The impact of renewable energy policies on carbon emissions
The relationship between employee motivation and job performance
The effectiveness of psychotherapy in treating eating disorders
The correlation between physical activity and cognitive function in older adults
The effect of childhood poverty on adult health outcomes
The impact of urbanization on biodiversity conservation
The relationship between work-life balance and employee job satisfaction
The effectiveness of eye movement desensitization and reprocessing (EMDR) in treating trauma
The correlation between parenting styles and child behavior
The effect of social media on political polarization
The impact of foreign aid on economic development
The relationship between workplace diversity and organizational performance
The effectiveness of dialectical behavior therapy in treating borderline personality disorder
The correlation between childhood abuse and adult mental health outcomes
The effect of sleep deprivation on cognitive function
The impact of trade policies on international trade and economic growth
The relationship between employee engagement and organizational commitment
The effectiveness of cognitive therapy in treating postpartum depression
The correlation between family meals and child obesity rates
The effect of parental involvement in sports on child athletic performance
The impact of social entrepreneurship on sustainable development
The relationship between emotional labor and job burnout
The effectiveness of art therapy in treating dementia
The correlation between social media use and academic procrastination
The effect of poverty on childhood educational attainment
The impact of urban green spaces on mental health
The relationship between job insecurity and employee well-being
The effectiveness of virtual reality exposure therapy in treating anxiety disorders
The correlation between childhood trauma and substance abuse
The effect of screen time on children’s social skills
The impact of trade unions on employee job satisfaction
The relationship between cultural intelligence and cross-cultural communication
The effectiveness of acceptance and commitment therapy in treating chronic pain
The correlation between childhood obesity and adult health outcomes
The effect of gender diversity on corporate performance
The impact of environmental regulations on industry competitiveness.
The impact of renewable energy policies on greenhouse gas emissions
The relationship between workplace diversity and team performance
The effectiveness of group therapy in treating substance abuse
The correlation between parental involvement and social skills in early childhood
The effect of technology use on sleep patterns
The impact of government regulations on small business growth
The relationship between job satisfaction and employee turnover
The effectiveness of virtual reality therapy in treating anxiety disorders
The correlation between parental involvement and academic motivation in adolescents
The effect of social media on political engagement
The impact of urbanization on mental health
The relationship between corporate social responsibility and consumer trust
The correlation between early childhood education and social-emotional development
The effect of screen time on cognitive development in young children
The impact of trade policies on global economic growth
The relationship between workplace diversity and innovation
The effectiveness of family therapy in treating eating disorders
The correlation between parental involvement and college persistence
The effect of social media on body image and self-esteem
The impact of environmental regulations on business competitiveness
The relationship between job autonomy and job satisfaction
The effectiveness of virtual reality therapy in treating phobias
The correlation between parental involvement and academic achievement in college
The effect of social media on sleep quality
The impact of immigration policies on social integration
The relationship between workplace diversity and employee well-being
The effectiveness of psychodynamic therapy in treating personality disorders
The correlation between early childhood education and executive function skills
The effect of parental involvement on STEM education outcomes
The impact of trade policies on domestic employment rates
The relationship between job insecurity and mental health
The effectiveness of exposure therapy in treating PTSD
The correlation between parental involvement and social mobility
The effect of social media on intergroup relations
The impact of urbanization on air pollution and respiratory health.
The relationship between emotional intelligence and leadership effectiveness
The effectiveness of cognitive-behavioral therapy in treating depression
The correlation between early childhood education and language development
The effect of parental involvement on academic achievement in STEM fields
The impact of trade policies on income inequality
The relationship between workplace diversity and customer satisfaction
The effectiveness of mindfulness-based therapy in treating anxiety disorders
The correlation between parental involvement and civic engagement in adolescents
The effect of social media on mental health among teenagers
The impact of public transportation policies on traffic congestion
The relationship between job stress and job performance
The effectiveness of group therapy in treating depression
The correlation between early childhood education and cognitive development
The effect of parental involvement on academic motivation in college
The impact of environmental regulations on energy consumption
The relationship between workplace diversity and employee engagement
The effectiveness of art therapy in treating PTSD
The correlation between parental involvement and academic success in vocational education
The effect of social media on academic achievement in college
The impact of tax policies on economic growth
The relationship between job flexibility and work-life balance
The effectiveness of acceptance and commitment therapy in treating anxiety disorders
The correlation between early childhood education and social competence
The effect of parental involvement on career readiness in high school
The impact of immigration policies on crime rates
The relationship between workplace diversity and employee retention
The effectiveness of play therapy in treating trauma
The correlation between parental involvement and academic success in online learning
The effect of social media on body dissatisfaction among women
The impact of urbanization on public health infrastructure
The relationship between job satisfaction and job performance
The effectiveness of eye movement desensitization and reprocessing therapy in treating PTSD
The correlation between early childhood education and social skills in adolescence
The effect of parental involvement on academic achievement in the arts
The impact of trade policies on foreign investment
The relationship between workplace diversity and decision-making
The effectiveness of exposure and response prevention therapy in treating OCD
The correlation between parental involvement and academic success in special education
The impact of zoning laws on affordable housing
The relationship between job design and employee motivation
The effectiveness of cognitive rehabilitation therapy in treating traumatic brain injury
The correlation between early childhood education and social-emotional learning
The effect of parental involvement on academic achievement in foreign language learning
The impact of trade policies on the environment
The relationship between workplace diversity and creativity
The effectiveness of emotion-focused therapy in treating relationship problems
The correlation between parental involvement and academic success in music education
The effect of social media on interpersonal communication skills
The impact of public health campaigns on health behaviors
The relationship between job resources and job stress
The effectiveness of equine therapy in treating substance abuse
The correlation between early childhood education and self-regulation
The effect of parental involvement on academic achievement in physical education
The impact of immigration policies on cultural assimilation
The relationship between workplace diversity and conflict resolution
The effectiveness of schema therapy in treating personality disorders
The correlation between parental involvement and academic success in career and technical education
The effect of social media on trust in government institutions
The impact of urbanization on public transportation systems
The relationship between job demands and job stress
The correlation between early childhood education and executive functioning
The effect of parental involvement on academic achievement in computer science
The effectiveness of cognitive processing therapy in treating PTSD
The correlation between parental involvement and academic success in homeschooling
The effect of social media on cyberbullying behavior
The impact of urbanization on air quality
The effectiveness of dance therapy in treating anxiety disorders
The correlation between early childhood education and math achievement
The effect of parental involvement on academic achievement in health education
The impact of global warming on agriculture
The effectiveness of narrative therapy in treating depression
The correlation between parental involvement and academic success in character education
The effect of social media on political participation
The impact of technology on job displacement
The relationship between job resources and job satisfaction
The effectiveness of art therapy in treating addiction
The correlation between early childhood education and reading comprehension
The effect of parental involvement on academic achievement in environmental education
The impact of income inequality on social mobility
The relationship between workplace diversity and organizational culture
The effectiveness of solution-focused brief therapy in treating anxiety disorders
The correlation between parental involvement and academic success in physical therapy education
The effect of social media on misinformation
The impact of green energy policies on economic growth
The relationship between job demands and employee well-being
The correlation between early childhood education and science achievement
The effect of parental involvement on academic achievement in religious education
The impact of gender diversity on corporate governance
The relationship between workplace diversity and ethical decision-making
The correlation between parental involvement and academic success in dental hygiene education
The effect of social media on self-esteem among adolescents
The impact of renewable energy policies on energy security
The effect of parental involvement on academic achievement in social studies
The impact of trade policies on job growth
The relationship between workplace diversity and leadership styles
The correlation between parental involvement and academic success in online vocational training
The effect of social media on self-esteem among men
The impact of urbanization on air pollution levels
The effectiveness of music therapy in treating depression
The correlation between early childhood education and math skills
The effect of parental involvement on academic achievement in language arts
The impact of immigration policies on labor market outcomes
The effectiveness of hypnotherapy in treating phobias
The effect of social media on political engagement among young adults
The impact of urbanization on access to green spaces
The relationship between job crafting and job satisfaction
The effectiveness of exposure therapy in treating specific phobias
The correlation between early childhood education and spatial reasoning
The effect of parental involvement on academic achievement in business education
The impact of trade policies on economic inequality
The effectiveness of narrative therapy in treating PTSD
The correlation between parental involvement and academic success in nursing education
The effect of social media on sleep quality among adolescents
The impact of urbanization on crime rates
The relationship between job insecurity and turnover intentions
The effectiveness of pet therapy in treating anxiety disorders
The correlation between early childhood education and STEM skills
The effect of parental involvement on academic achievement in culinary education
The impact of immigration policies on housing affordability
The relationship between workplace diversity and employee satisfaction
The effectiveness of mindfulness-based stress reduction in treating chronic pain
The correlation between parental involvement and academic success in art education
The effect of social media on academic procrastination among college students
The impact of urbanization on public safety services.

About the author

Muhammad Hassan

Researcher, Academic Writer, Web developer

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ABM and demand generation campaigns should go together like peanut butter and jelly — but oftentimes, that’s not the case. Between misaligned teams, different objectives and just an overall misunderstanding of each strategy’s responsibilities, the waters get muddied around the true role of each. At the 2024 B2B Marketing Exchange West , Wes Lieser, an Executive Recruiter from Versique , hosted a panel discussion that featured:

Annie Chamberlin, Account-Based Marketing & Experiences at Lumen Technologies ;
Sam Nohava, VP, Global Marketing at Blue Yonder ; and
Madeline Maguire, Head of B2B Marketing at Grubhub .

The trio of panelists took the stage to discuss the current ABM/demand generation landscape and provided insights into how their respective companies are leveraging the two strategies and differentiating between them.

Wes Lieser: How does your organization classify the difference between ABM and demand generation?

Anne Chamberlin: At Lumen, we are heavily invested in ABM — specifically, in the large enterprise segment. Everything that we are doing is account-based: We have our target lists, and then we work to capture demand within those specific accounts. There are aspects of the business that do have more traditional demand generation, which are the areas that have a higher volume of customers but lower annual contract values. And in those areas, we look to generate leads and pass those leads off to sales development reps, who will then work on conversion.

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Sam Nohava: I have a team of demand gen and ABM marketers who are specialized by industry, region and function. And within those roles — specifically the field marketing team — they target prospects by demographic, firmographic and intent. Across my entire team, we’ve gone all in on intent; it’s intent-based everything. And the main delineation is that field marketers own industry-and product-driven campaigns, as well as field events. They are the right hand of the sales organization, but their primary focus is to drive at-bats and then disengage once sales takes over. On the ABM side, that team manages 1:1 and 1:few programs, and within that practice, they are engaged throughout the entire buyer’s journey.

Madeline Maguire: At GrubHub, demand generation focuses on 1:many efforts and ABM encompasses the strategies that are targeting a specific list of high value accounts. Within the scope of my organization, I have corporate accounts that are pretty evenly split between demand gen and ABM. The campus side, where we’re trying to sign up higher education campuses, is very heavy on ABM and long sales cycles. However, I also have merchant marketing under my purview, which focuses on the high-value VIP restaurants that we’re trying to sign. Within those accounts, it’s not a traditional content-lead account-based strategy. For that segment, ABM looks very much like turning up with popsicles on a hot day for all the employees that work in the restaurant, which isn’t a scalable approach. So, the difference between demand generation and ABM really depends on how you identify your buyer and then tailoring an approach that works for them.

Lieser: What are some of the common misconceptions between demand gen and ABM?

Nohava : I’ll cover three: The first is that the two functions are siloed and operate independently from one another. The reality is that it’s OK if they’re siloed, but they shouldn’t be; if you’re doing your job correctly as a marketing leader, you should encourage collaboration and partnership for the creation of one demand generation plan. The second misconception is that demand gen isn’t strategic; it’s just spray-and-pray and doesn’t leverage ABM technologies. And the third is that ABM is a silver bullet. My favorite saying is ABM is a strategy, not a tactic, and we should treat it as such.

Maguire: A lot of people also think ABM is just marketing’s responsibility, but it requires tremendous buy-in from every level of the organization up to the leadership. Particularly with the sales team, the moment that you have marketing and sales working in silos, you’re done. ABM needs a near-constant communication and feedback to become successful. If the sellers in the front lines aren’t coming back to their marketing teams and sharing how marketing can tailor content to be as relevant as possible to the targets, ABM is never going to resonate the way that buyers expect in 2024.

Lieser: What are some of the most important factors included in maintaining marketing and sales alignment?

Maguire: The first is being intentional about creating a strong relationship between the two departments: State the intention with the sales leader, and the team will take cues from them on how to respect the other team. You also can’t be afraid to set the example and make sure that when sales teams are celebrating big wins, they’re calling out the marketing team in their success — and vice versa. There also needs to be shared objectives so there’s no sense of competitiveness.

Chamberlin: At Lumen, we have a corporate narrative that the entire company is rallying around, and we’re currently developing commercial plays across sales, marketing and customer success to make sure our go-to-market is cohesive across the customer experience.

Lieser: As you look forward to 2024, what are some key initiatives and objectives that you’re putting forth to propel ABM and demand gen?

Chamberlin: We’re working to shift from product marketing to customer outcome-based marketing, so we’re conducting market research to help re-shape how we go-to-market. The other area that will be a big focus is bringing all of our ABM functions in-house, which requires hitting hard on campaign operations and discipline internally around data and operations so that we can orchestrate all of our different plays appropriately.

Nohava: I’m starting the conversations with leadership to guide our KPIs by function. Currently, my entire team is measured based upon sourced pipeline and sourced revenue. And unfortunately, that’s not fair or indicative of the true value that my teams add, especially in the ABM cases where they are owning and engaging across the entire buyer’s journey. I also want to advocate for more budget and refine our current strategies, as well as ensure we’re in lockstep with sales to meet our goals.

Maguire: We’re very excited about leveraging tech to accelerate pipeline velocity, so we’re looking at a few different options there. Additionally, a lot of our customers are under pressure to do more with less, so now more than ever, it’s really important to make sure that the content that we’re putting out there is relevant, helpful, adds value and speaks to the needs of our customers.

If you’re craving more real-world insights and conversations, B2B Marketing Exchange East is quickly approaching! The agenda’s already chock-full of panels, sessions, keynotes case studies, workshops, campfire sessions and more — make sure to register for the event now to snag tickets while they’re at their lowest price!

Posted in: Industry News

Tagged with: b2bmx , Blue Yonder , Grubhub , Lumen Technologies , Versique

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3 Ways to Make a Request That Doesn’t Feel Coercive

Rachel Schlund,
Roseanna Sommers,
Vanessa Bohns

To get an authentic yes, give your employee room to say no.

Research shows that people feel more pressured to agree to requests than we realize, frequently agreeing to do things they would rather not do, such as taking on burdensome, low-promotability work tasks. As a manager, what can you do to ensure that your employees aren’t taking things on because they feel like they have to, but because they actually want to? In this article, the authors share three research-backed suggestions for how to elicit a more voluntary “yes” when making a request: 1) Give people time to respond. 2) Ask them to respond over email. 3) Share an example of how to say “no.”

When staffing a project, asking your team to work overtime, or finding someone for a last-minute task to meet a deadline, it can sometimes feel like you need to get your employees to say “yes” at any cost. But what is that cost? When employees feel pressured or guilted into agreeing to a request they personally find disagreeable it can lead to feelings of regret, frustration, and resentment. An employee who begrudgingly agrees to a request in the moment may provide lower-quality assistance or back out of their commitment at a less convenient time.

Rachel Schlund is an incoming Principal Researcher at the University of Chicago, Booth School of Business. She is currently finishing her PhD in organizational behavior at Cornell University. You can learn more about her research here .
Roseanna Sommers (JD/PhD) is an Assistant Professor of Law at the University of Michigan, where she directs the psychology and law studies lab. Her teaching and research interests revolve around the many ways in which the law misunderstands people and people misunderstand the law. You can learn more about her research on consent and related topics here .
Vanessa Bohns is a Professor of Organizational Behavior at Cornell University and the author of You Have More Influence Than You Think . You can learn more about her research on social influence and persuasion here .

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Peer-reviewed

Meta-Research Article

Meta-Research Articles feature data-driven examinations of the methods, reporting, verification, and evaluation of scientific research.

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Assessing the evolution of research topics in a biological field using plant science as an example

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

* E-mail: [email protected]

Affiliations Department of Plant Biology, Michigan State University, East Lansing, Michigan, United States of America, Department of Computational Mathematics, Science, and Engineering, Michigan State University, East Lansing, Michigan, United States of America, DOE-Great Lake Bioenergy Research Center, Michigan State University, East Lansing, Michigan, United States of America

Roles Conceptualization, Investigation, Project administration, Supervision, Writing – review & editing

Affiliation Department of Plant Biology, Michigan State University, East Lansing, Michigan, United States of America

Shin-Han Shiu,
Melissa D. Lehti-Shiu

Published: May 23, 2024
https://doi.org/10.1371/journal.pbio.3002612
Peer Review
Reader Comments

Scientific advances due to conceptual or technological innovations can be revealed by examining how research topics have evolved. But such topical evolution is difficult to uncover and quantify because of the large body of literature and the need for expert knowledge in a wide range of areas in a field. Using plant biology as an example, we used machine learning and language models to classify plant science citations into topics representing interconnected, evolving subfields. The changes in prevalence of topical records over the last 50 years reflect shifts in major research trends and recent radiation of new topics, as well as turnover of model species and vastly different plant science research trajectories among countries. Our approaches readily summarize the topical diversity and evolution of a scientific field with hundreds of thousands of relevant papers, and they can be applied broadly to other fields.

Citation: Shiu S-H, Lehti-Shiu MD (2024) Assessing the evolution of research topics in a biological field using plant science as an example. PLoS Biol 22(5): e3002612. https://doi.org/10.1371/journal.pbio.3002612

Academic Editor: Ulrich Dirnagl, Charite Universitatsmedizin Berlin, GERMANY

Received: October 16, 2023; Accepted: April 4, 2024; Published: May 23, 2024

Copyright: © 2024 Shiu, Lehti-Shiu. This is an open access article distributed under the terms of the Creative Commons Attribution License , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

Data Availability: The plant science corpus data are available through Zenodo ( https://zenodo.org/records/10022686 ). The codes for the entire project are available through GitHub ( https://github.com/ShiuLab/plant_sci_hist ) and Zenodo ( https://doi.org/10.5281/zenodo.10894387 ).

Funding: This work was supported by the National Science Foundation (IOS-2107215 and MCB-2210431 to MDL and SHS; DGE-1828149 and IOS-2218206 to SHS), Department of Energy grant Great Lakes Bioenergy Research Center (DE-SC0018409 to SHS). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.

Competing interests: The authors have declared that no competing interests exist.

Abbreviations: BERT, Bidirectional Encoder Representations from Transformers; br, brassinosteroid; ccTLD, country code Top Level Domain; c-Tf-Idf, class-based Tf-Idf; ChatGPT, Chat Generative Pretrained Transformer; ga, gibberellic acid; LOWESS, locally weighted scatterplot smoothing; MeSH, Medical Subject Heading; SHAP, SHapley Additive exPlanations; SJR, SCImago Journal Rank; Tf-Idf, Term frequency-Inverse document frequency; UMAP, Uniform Manifold Approximation and Projection

Introduction

The explosive growth of scientific data in recent years has been accompanied by a rapidly increasing volume of literature. These records represent a major component of our scientific knowledge and embody the history of conceptual and technological advances in various fields over time. Our ability to wade through these records is important for identifying relevant literature for specific topics, a crucial practice of any scientific pursuit [ 1 ]. Classifying the large body of literature into topics can provide a useful means to identify relevant literature. In addition, these topics offer an opportunity to assess how scientific fields have evolved and when major shifts in took place. However, such classification is challenging because the relevant articles in any topic or domain can number in the tens or hundreds of thousands, and the literature is in the form of natural language, which takes substantial effort and expertise to process [ 2 , 3 ]. In addition, even if one could digest all literature in a field, it would still be difficult to quantify such knowledge.

In the last several years, there has been a quantum leap in natural language processing approaches due to the feasibility of building complex deep learning models with highly flexible architectures [ 4 , 5 ]. The development of large language models such as Bidirectional Encoder Representations from Transformers (BERT; [ 6 ]) and Chat Generative Pretrained Transformer (ChatGPT; [ 7 ]) has enabled the analysis, generation, and modeling of natural language texts in a wide range of applications. The success of these applications is, in large part, due to the feasibility of considering how the same words are used in different contexts when modeling natural language [ 6 ]. One such application is topic modeling, the practice of establishing statistical models of semantic structures underlying a document collection. Topic modeling has been proposed for identifying scientific hot topics over time [ 1 ], for example, in synthetic biology [ 8 ], and it has also been applied to, for example, automatically identify topical scenes in images [ 9 ] and social network topics [ 10 ], discover gene programs highly correlated with cancer prognosis [ 11 ], capture “chromatin topics” that define cell-type differences [ 12 ], and investigate relationships between genetic variants and disease risk [ 13 ]. Here, we use topic modeling to ask how research topics in a scientific field have evolved and what major changes in the research trends have taken place, using plant science as an example.

Plant science corpora allow classification of major research topics

Plant science, broadly defined, is the study of photosynthetic species, their interactions with biotic/abiotic environments, and their applications. For modeling plant science topical evolution, we first identified a collection of plant science documents (i.e., corpus) using a text classification approach. To this end, we first collected over 30 million PubMed records and narrowed down candidate plant science records by searching for those with plant-related terms and taxon names (see Materials and methods ). Because there remained a substantial number of false positives (i.e., biomedical records mentioning plants in passing), a set of positive plant science examples from the 17 plant science journals with the highest numbers of plant science publications covering a wide range of subfields and a set of negative examples from journals with few candidate plant science records were used to train 4 types of text classification models (see Materials and methods ). The best text classification model performed well (F1 = 0.96, F1 of a naïve model = 0.5, perfect model = 1) where the positive and negative examples were clearly separated from each other based on prediction probability of the hold-out testing dataset (false negative rate = 2.6%, false positive rate = 5.2%, S1A and S1B Fig ). The false prediction rate for documents from the 17 plant science journals annotated with the Medical Subject Heading (MeSH) term “Plants” in NCBI was 11.7% (see Materials and methods ). The prediction probability distribution of positive instances with the MeSH term has an expected left-skew to lower values ( S1C Fig ) compared with the distributions of all positive instances ( S1A Fig ). Thus, this subset with the MeSH term is a skewed representation of articles from these 17 major plant science journals. To further benchmark the validity of the plant science records, we also conducted manual annotation of 100 records where the false positive and false negative rates were 14.6% and 10.6%, respectively (see Materials and methods ). Using 12 other plant science journals not included as positive examples as benchmarks, the false negative rate was 9.9% (see Materials and methods ). Considering the range of false prediction rate estimates with different benchmarks, we should emphasize that the model built with the top 17 plant science journals represents a substantial fraction of plant science publications but with biases. Applying the model to the candidate plant science record led to 421,658 positive predictions, hereafter referred to as “plant science records” ( S1D Fig and S1 Data ).

To better understand how the models classified plant science articles, we identified important terms from a more easily interpretable model (Term frequency-Inverse document frequency (Tf-Idf) model; F1 = 0.934) using Shapley Additive Explanations [ 14 ]; 136 terms contributed to predicting plant science records (e.g., Arabidopsis, xylem, seedling) and 138 terms contributed to non-plant science record predictions (e.g., patients, clinical, mice; Tf-Idf feature sheet, S1 Data ). Plant science records as well as PubMed articles grew exponentially from 1950 to 2020 ( Fig 1A ), highlighting the challenges of digesting the rapidly expanding literature. We used the plant science records to perform topic modeling, which consisted of 4 steps: representing each record as a BERT embedding, reducing dimensionality, clustering, and identifying the top terms by calculating class (i.e., topic)-based Tf-Idf (c-Tf-Idf; [ 15 ]). The c-Tf-Idf represents the frequency of a term in the context of how rare the term is to reduce the influence of common words. SciBERT [ 16 ] was the best model among those tested ( S2 Data ) and was used for building the final topic model, which classified 372,430 (88.3%) records into 90 topics defined by distinct combinations of terms ( S3 Data ). The topics contained 620 to 16,183 records and were named after the top 4 to 5 terms defining the topical areas ( Fig 1B and S3 Data ). For example, the top 5 terms representing the largest topic, topic 61 (16,183 records), are “qtl,” “resistance,” “wheat,” “markers,” and “traits,” which represent crop improvement studies using quantitative genetics.

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(A) Numbers of PubMed (magenta) and plant science (green) records between 1950 and 2020. (a, b, c) Coefficients of the exponential function, y = ae b . Data for the plot are in S1 Data . (B) Numbers of documents for the top 30 plant science topics. Each topic is designated by an index number (left) and the top 4–6 terms with the highest cTf-Idf values (right). Data for the plot are in S3 Data . (C) Two-dimensional representation of the relationships between plant science records generated by Uniform Manifold Approximation and Projection (UMAP, [ 17 ]) using SciBERT embeddings of plant science records. All topics panel: Different topics are assigned different colors. Outlier panel: UMAP representation of all records (gray) with outlier records in red. Blue dotted circles: areas with relatively high densities indicating topics that are below the threshold for inclusion in a topic. In the 8 UMAP representations on the right, records for example topics are in red and the remaining records in gray. Blue dotted circles indicate the relative position of topic 48.

https://doi.org/10.1371/journal.pbio.3002612.g001

Records with assigned topics clustered into distinct areas in a two-dimensional (2D) space ( Fig 1C , for all topics, see S4 Data ). The remaining 49,228 outlier records not assigned to any topic (11.7%, middle panel, Fig 1C ) have 3 potential sources. First, some outliers likely belong to unique topics but have fewer records than the threshold (>500, blue dotted circles, Fig 1C ). Second, some of the many outliers dispersed within the 2D space ( Fig 1C ) were not assigned to any single topic because they had relatively high prediction scores for multiple topics ( S2 Fig ). These likely represent studies across subdisciplines in plant science. Third, some outliers are likely interdisciplinary studies between plant science and other domains, such as chemistry, mathematics, and physics. Such connections can only be revealed if records from other domains are included in the analyses.

Topical clusters reveal closely related topics but with distinct key term usage

Related topics tend to be located close together in the 2D representation (e.g., topics 48 and 49, Fig 1C ). We further assessed intertopical relationships by determining the cosine similarities between topics using cTf-Idfs ( Figs 2A and S3 ). In this topic network, some topics are closely related and form topic clusters. For example, topics 25, 26, and 27 collectively represent a more general topic related to the field of plant development (cluster a , lower left in Fig 2A ). Other topic clusters represent studies of stress, ion transport, and heavy metals ( b ); photosynthesis, water, and UV-B ( c ); population and community biology (d); genomics, genetic mapping, and phylogenetics ( e , upper right); and enzyme biochemistry ( f , upper left in Fig 2A ).

(A) Graph depicting the degrees of similarity (edges) between topics (nodes). Between each topic pair, a cosine similarity value was calculated using the cTf-Idf values of all terms. A threshold similarity of 0.6 was applied to illustrate the most related topics. For the full matrix presented as a heatmap, see S4 Fig . The nodes are labeled with topic index numbers and the top 4–6 terms. The colors and width of the edges are defined based on cosine similarity. Example topic clusters are highlighted in yellow and labeled a through f (blue boxes). (B, C) Relationships between the cTf-Idf values (see S3 Data ) of the top terms for topics 26 and 27 (B) and for topics 25 and 27 (C) . Only terms with cTf-Idf ≥ 0.6 are labeled. Terms with cTf-Idf values beyond the x and y axis limit are indicated by pink arrows and cTf-Idf values. (D) The 2D representation in Fig 1C is partitioned into graphs for different years, and example plots for every 5-year period since 1975 are shown. Example topics discussed in the text are indicated. Blue arrows connect the areas occupied by records of example topics across time periods to indicate changes in document frequencies.

https://doi.org/10.1371/journal.pbio.3002612.g002

Topics differed in how well they were connected to each other, reflecting how general the research interests or needs are (see Materials and methods ). For example, topic 24 (stress mechanisms) is the most well connected with median cosine similarity = 0.36, potentially because researchers in many subfields consider aspects of plant stress even though it is not the focus. The least connected topics include topic 21 (clock biology, 0.12), which is surprising because of the importance of clocks in essentially all aspects of plant biology [ 18 ]. This may be attributed, in part, to the relatively recent attention in this area.

Examining topical relationships and the cTf-Idf values of terms also revealed how related topics differ. For example, topic 26 is closely related to topics 27 and 25 (cluster a on the lower left of Fig 2A ). Topics 26 and 27 both contain records of developmental process studies mainly in Arabidopsis ( Fig 2B ); however, topic 26 is focused on the impact of light, photoreceptors, and hormones such as gibberellic acids (ga) and brassinosteroids (br), whereas topic 27 is focused on flowering and floral development. Topic 25 is also focused on plant development but differs from topic 27 because it contains records of studies mainly focusing on signaling and auxin with less emphasis on Arabidopsis ( Fig 2C ). These examples also highlight the importance of using multiple top terms to represent the topics. The similarities in cTf-Idfs between topics were also useful for measuring the editorial scope (i.e., diverse, or narrow) of journals publishing plant science papers using a relative topic diversity measure (see Materials and methods ). For example, Proceedings of the National Academy of Sciences , USA has the highest diversity, while Theoretical and Applied Genetics has the lowest ( S4 Fig ). One surprise is the relatively low diversity of American Journal of Botany , which focuses on plant ecology, systematics, development, and genetics. The low diversity is likely due to the relatively larger number of cellular and molecular science records in PubMed, consistent with the identification of relatively few topical areas relevant to studies at the organismal, population, community, and ecosystem levels.

Investigation of the relative prevalence of topics over time reveals topical succession

We next asked whether relationships between topics reflect chronological progression of certain subfields. To address this, we assessed how prevalent topics were over time using dynamic topic modeling [ 19 ]. As shown in Fig 2D , there is substantial fluctuation in where the records are in the 2D space over time. For example, topic 44 (light, leaves, co, synthesis, photosynthesis) is among the topics that existed in 1975 but has diminished gradually since. In 1985, topic 39 (Agrobacterium-based transformation) became dense enough to be visualized. Additional examples include topics 79 (soil heavy metals), 42 (differential expression), and 82 (bacterial community metagenomics), which became prominent in approximately 2005, 2010, and 2020, respectively ( Fig 2D ). In addition, animating the document occupancy in the 2D space over time revealed a broad change in patterns over time: Some initially dense areas became sparse over time and a large number of topics in areas previously only loosely occupied at the turn of the century increased over time ( S5 Data ).

While the 2D representations reveal substantial details on the evolution of topics, comparison over time is challenging because the number of plant science records has grown exponentially ( Fig 1A ). To address this, the records were divided into 50 chronological bins each with approximately 8,400 records to make cross-bin comparisons feasible ( S6 Data ). We should emphasize that, because of the way the chronological bins were split, the number of records for each topic in each bin should be treated as a normalized value relative to all other topics during the same period. Examining this relative prevalence of topics across bins revealed a clear pattern of topic succession over time (one topic evolved into another) and the presence of 5 topical categories ( Fig 3 ). The topics were categorized based on their locally weighted scatterplot smoothing (LOWESS) fits and ordered according to timing of peak frequency ( S7 and S8 Data , see Materials and methods ). In Fig 3 , the relative decrease in document frequency does not mean that research output in a topic is dwindling. Because each row in the heatmap is normalized based on the minimum and maximum values within each topic, there still can be substantial research output in terms of numbers of publications even when the relative frequency is near zero. Thus, a reduced relative frequency of a topic reflects only a below-average growth rate compared with other topical areas.

(A-E) A heat map of relative topic frequency over time reveals 5 topical categories: (A) stable, (B) early, (C) transitional, (D) sigmoidal, and (E) rising. The x axis denotes different time bins with each bin containing a similar number of documents to account for the exponential growth of plant science records over time. The sizes of all bins except the first are drawn to scale based on the beginning and end dates. The y axis lists different topics denoted by the label and top 4 to 5 terms. In each cell, the prevalence of a topic in a time bin is colored according to the min-max normalized cTf-Idf values for that topic. Light blue dotted lines delineate different decades. The arrows left of a subset of topic labels indicate example relationships between topics in topic clusters. Blue boxes with labels a–f indicate topic clusters, which are the same as those in Fig 2 . Connecting lines indicate successional trends. Yellow circles/lines 1 – 3: 3 major transition patterns. The original data are in S5 Data .

https://doi.org/10.1371/journal.pbio.3002612.g003

The first topical category is a stable category with 7 topics mostly established before the 1980s that have since remained stable in terms of prevalence in the plant science records (top of Fig 3A ). These topics represent long-standing plant science research foci, including studies of plant physiology (topics 4, 58, and 81), genetics (topic 61), and medicinal plants (topic 53). The second category contains 8 topics established before the 1980s that have mostly decreased in prevalence since (the early category, Fig 3B ). Two examples are physiological and morphological studies of hormone action (topic 45, the second in the early category) and the characterization of protein, DNA, and RNA (topic 18, the second to last). Unlike other early topics, topic 78 (paleobotany and plant evolution studies, the last topic in Fig 3B ) experienced a resurgence in the early 2000s due to the development of new approaches and databases and changes in research foci [ 20 ].

The 33 topics in the third, transitional category became prominent in the 1980s, 1990s, or even 2000s but have clearly decreased in prevalence ( Fig 3C ). In some cases, the early and the transitional topics became less prevalent because of topical succession—refocusing of earlier topics led to newer ones that either show no clear sign of decrease (the sigmoidal category, Fig 3D ) or continue to increase in prevalence (the rising category, Fig 3E ). Consistent with the notion of topical succession, topics within each topic cluster ( Fig 2 ) were found across topic categories and/or were prominent at different time periods (indicated by colored lines linking topics, Fig 3 ). One example is topics in topic cluster b (connected with light green lines and arrows, compare Figs 2 and 3 ); the study of cation transport (topic 47, the third in the transitional category), prominent in the 1980s and early 1990s, is connected to 5 other topics, namely, another transitional topic 29 (cation channels and their expression) peaking in the 2000s and early 2010s, sigmoidal topics 24 and 28 (stress response, tolerance mechanisms) and 30 (heavy metal transport), which rose to prominence in mid-2000s, and the rising topic 42 (stress transcriptomic studies), which increased in prevalence in the mid-2010s.

The rise and fall of topics can be due to a combination of technological or conceptual breakthroughs, maturity of the field, funding constraints, or publicity. The study of transposable elements (topic 62) illustrates the effect of publicity; the rise in this field coincided with Barbara McClintock’s 1983 Nobel Prize but not with the publication of her studies in the 1950s [ 21 ]. The reduced prevalence in early 2000 likely occurred in part because analysis of transposons became a central component of genome sequencing and annotation studies, rather than dedicated studies. In addition, this example indicates that our approaches, while capable of capturing topical trends, cannot be used to directly infer major papers leading to the growth of a topic.

Three major topical transition patterns signify shifts in research trends

Beyond the succession of specific topics, 3 major transitions in the dynamic topic graph should be emphasized: (1) the relative decreasing trend of early topics in the late 1970s and early 1980s; (2) the rise of transitional topics in late 1980s; and (3) the relative decreasing trend of transitional topics in the late 1990s and early 2000s, which coincided with a radiation of sigmoidal and rising topics (yellow circles, Fig 3 ). The large numbers of topics involved in these transitions suggest major shifts in plant science research. In transition 1, early topics decreased in relative prevalence in the late 1970s to early 1980s, which coincided with the rise of transitional topics over the following decades (circle 1, Fig 3 ). For example, there was a shift from the study of purified proteins such as enzymes (early topic 48, S5A Fig ) to molecular genetic dissection of genes, proteins, and RNA (transitional topic 35, S5B Fig ) enabled by the wider adoption of recombinant DNA and molecular cloning technologies in late 1970s [ 22 ]. Transition 2 (circle 2, Fig 3 ) can be explained by the following breakthroughs in the late 1980s: better approaches to create transgenic plants and insertional mutants [ 23 ], more efficient creation of mutant plant libraries through chemical mutagenesis (e.g., [ 24 ]), and availability of gene reporter systems such as β-glucuronidase [ 25 ]. Because of these breakthroughs, molecular genetics studies shifted away from understanding the basic machinery to understanding the molecular underpinnings of specific processes, such as molecular mechanisms of flower and meristem development and the action of hormones such as auxin (topic 27, S5C Fig ); this type of research was discussed as a future trend in 1988 [ 26 ] and remains prevalent to this date. Another example is gene silencing (topic 12), which became a focal area of study along with the widespread use of transgenic plants [ 27 ].

Transition 3 is the most drastic: A large number of transitional, sigmoidal, and rising topics became prevalent nearly simultaneously at the turn of the century (circle 3, Fig 3 ). This period also coincides with a rapid increase in plant science citations ( Fig 1A ). The most notable breakthroughs included the availability of the first plant genome in 2000 [ 28 ], increasing ease and reduced cost of high-throughput sequencing [ 29 ], development of new mass spectrometry–based platforms for analyzing proteins [ 30 ], and advancements in microscopic and optical imaging approaches [ 31 ]. Advances in genomics and omics technology also led to an increase in stress transcriptomics studies (42, S5D Fig ) as well as studies in many other topics such as epigenetics (topic 11), noncoding RNA analysis (13), genomics and phylogenetics (80), breeding (41), genome sequencing and assembly (60), gene family analysis (23), and metagenomics (82 and 55).

In addition to the 3 major transitions across all topics, there were also transitions within topics revealed by examining the top terms for different time bins (heatmaps, S5 Fig ). Taken together, these observations demonstrate that knowledge about topical evolution can be readily revealed through topic modeling. Such knowledge is typically only available to experts in specific areas and is difficult to summarize manually, as no researcher has a command of the entire plant science literature.

Analysis of taxa studied reveals changes in research trends

Changes in research trends can also be illustrated by examining changes in the taxa being studied over time ( S9 Data ). There is a strong bias in the taxa studied, with the record dominated by research models and economically important taxa ( S6 Fig ). Flowering plants (Magnoliopsida) are found in 93% of records ( S6A Fig ), and the mustard family Brassicaceae dominates at the family level ( S6B Fig ) because the genus Arabidopsis contributes to 13% of plant science records ( Fig 4A ). When examining the prevalence of taxa being studied over time, clear patterns of turnover emerged similar to topical succession ( Figs 4B , S6C, and S6D ; Materials and methods ). Given that Arabidopsis is mentioned in more publications than other species we analyzed, we further examined the trends for Arabidopsis publications. The increase in the normalized number (i.e., relative to the entire plant science corpus) of Arabidopsis records coincided with advocacy of its use as a model system in the late 1980s [ 32 ]. While it remains a major plant model, there has been a decrease in overall Arabidopsis publications relative to all other plant science publications since 2011 (blue line, normalized total, Fig 4C ). Because the same chronological bins, each with same numbers of records, from the topic-over-time analysis ( Fig 3 ) were used, the decrease here does not mean that there were fewer Arabidopsis publications—in fact, the number of Arabidopsis papers has remained steady since 2011. This decrease means that Arabidopsis-related publications represent a relatively smaller proportion of plant science records. Interestingly, this decrease took place much earlier (approximately 2005) and was steeper in the United States (red line, Fig 4C ) than in all countries combined (blue line, Fig 4C ).

(A) Percentage of records mentioning specific genera. (B) Change in the prevalence of genera in plant science records over time. (C) Changes in the normalized numbers of all records (blue) and records from the US (red) mentioning Arabidopsis over time. The lines are LOWESS fits with fraction parameter = 0.2. (D) Topical over (red) and under (blue) representation among 5 genera with the most plant science records. LLR: log 2 likelihood ratios of each topic in each genus. Gray: topic-species combination not significantly enriched at the 5% level based on enrichment p -values adjusted for multiple testing with the Benjamini–Hochberg method [ 33 ]. The data used for plotting are in S9 Data . The statistics for all topics are in S10 Data .

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Assuming that the normalized number of publications reflects the relative intensity of research activities, one hypothesis for the relative decrease in focus on Arabidopsis is that advances in, for example, plant transformation, genetic manipulation, and genome research have allowed the adoption of more previously nonmodel taxa. Consistent with this, there was a precipitous increase in the number of genera being published in the mid-90s to early 2000s during which approaches for plant transgenics became established [ 34 ], but the number has remained steady since then ( S7A Fig ). The decrease in the proportion of Arabidopsis papers is also negatively correlated with the timing of an increase in the number of draft genomes ( S7B Fig and S9 Data ). It is plausible that genome availability for other species may have contributed to a shift away from Arabidopsis. Strikingly, when we analyzed US National Science Foundation records, we found that the numbers of funded grants mentioning Arabidopsis ( S7C Fig ) have risen and fallen in near perfect synchrony with the normalized number of Arabidopsis publication records (red line, Fig 4C ). This finding likely illustrates the impact of funding on Arabidopsis research.

By considering both taxa information and research topics, we can identify clear differences in the topical areas preferred by researchers using different plant taxa ( Fig 4D and S10 Data ). For example, studies of auxin/light signaling, the circadian clock, and flowering tend to be carried out in Arabidopsis, while quantitative genetic studies of disease resistance tend to be done in wheat and rice, glyphosate research in soybean, and RNA virus research in tobacco. Taken together, joint analyses of topics and species revealed additional details about changes in preferred models over time, and the preferred topical areas for different taxa.

Countries differ in their contributions to plant science and topical preference

We next investigated whether there were geographical differences in topical preference among countries by inferring country information from 330,187 records (see Materials and methods ). The 10 countries with the most records account for 73% of the total, with China and the US contributing to approximately 18% each ( Fig 5A ). The exponential growth in plant science records (green line, Fig 1A ) was in large part due to the rapid rise in annual record numbers in China and India ( Fig 5B ). When we examined the publication growth rates using the top 17 plant science journals, the general patterns remained the same ( S7D Fig ). On the other hand, the US, Japan, Germany, France, and Great Britain had slower rates of growth compared with all non-top 10 countries. The rapid increase in records from China and India was accompanied by a rapid increase in metrics measuring journal impact ( Figs 5C and S8 and S9 Data ). For example, using citation score ( Fig 5C , see Materials and methods ), we found that during a 22-year period China (dark green) and India (light green) rapidly approached the global average (y = 0, yellow), whereas some of the other top 10 countries, particularly the US (red) and Japan (yellow green), showed signs of decrease ( Fig 5C ). It remains to be determined whether these geographical trends reflect changes in priority, investment, and/or interest in plant science research.

(A) Numbers of plant science records for countries with the 10 highest numbers. (B) Percentage of all records from each of the top 10 countries from 1980 to 2020. (C) Difference in citation scores from 1999 to 2020 for the top 10 countries. (D) Shown for each country is the relationship between the citation scores averaged from 1999 to 2020 and the slope of linear fit with year as the predictive variable and citation score as the response variable. The countries with >400 records and with <10% missing impact values are included. Data used for plots (A–D) are in S11 Data . (E) Correlation in topic enrichment scores between the top 10 countries. PCC, Pearson’s correlation coefficient, positive in red, negative in blue. Yellow rectangle: countries with more similar topical preferences. (F) Enrichment scores (LLR, log likelihood ratio) of selected topics among the top 10 countries. Red: overrepresentation, blue: underrepresentation. Gray: topic-country combination that is not significantly enriched at the 5% level based on enrichment p -values adjusted for multiple testing with the Benjamini–Hochberg method (for all topics and plotting data, see S12 Data ).

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Interestingly, the relative growth/decline in citation scores over time (measured as the slope of linear fit of year versus citation score) was significantly and negatively correlated with average citation score ( Fig 5D ); i.e., countries with lower overall metrics tended to experience the strongest increase in citation scores over time. Thus, countries that did not originally have a strong influence on plant sciences now have increased impact. These patterns were also observed when using H-index or journal rank as metrics ( S8 Fig and S11 Data ) and were not due to increased publication volume, as the metrics were normalized against numbers of records from each country (see Materials and methods ). In addition, the fact that different metrics with different caveats and assumptions yielded consistent conclusions indicates the robustness of our observations. We hypothesize that this may be a consequence of the ease in scientific communication among geographically isolated research groups. It could also be because of the prevalence of online journals that are open access, which makes scientific information more readily accessible. Or it can be due to the increasing international collaboration. In any case, the causes for such regression toward the mean are not immediately clear and should be addressed in future studies.

We also assessed how the plant research foci of countries differ by comparing topical preference (i.e., the degree of enrichment of plant science records in different topics) between countries. For example, Italy and Spain cluster together (yellow rectangle, Fig 5E ) partly because of similar research focusing on allergens (topic 0) and mycotoxins (topic 54) and less emphasis on gene family (topic 23) and stress tolerance (topic 28) studies ( Fig 5F , for the fold enrichment and corrected p -values of all topics, see S12 Data ). There are substantial differences in topical focus between countries ( S9 Fig ). For example, research on new plant compounds associated with herbal medicine (topic 69) is a focus in China but not in the US, but the opposite is true for population genetics and evolution (topic 86) ( Fig 5F ). In addition to revealing how plant science research has evolved over time, topic modeling provides additional insights into differences in research foci among different countries, which are informative for science policy considerations.

In this study, topic modeling revealed clear transitions among research topics, which represent shifts in research trends in plant sciences. One limitation of our study is the bias in the PubMed-based corpus. The cellular, molecular, and physiological aspects of plant sciences are well represented, but there are many fewer records related to evolution, ecology, and systematics. Our use of titles/abstracts from the top 17 plant science journals as positive examples allowed us to identify papers we typically see in these journals, but this may have led to us missing “outlier” articles, which may be the most exciting. Another limitation is the need to assign only one topic to a record when a study is interdisciplinary and straddles multiple topics. Furthermore, a limited number of large, inherently heterogeneous topics were summarized to provide a more concise interpretation, which undoubtedly underrepresents the diversity of plant science research. Despite these limitations, dynamic topic modeling revealed changes in plant science research trends that coincide with major shifts in biological science. While we were interested in identifying conceptual advances, our approach can identify the trend but the underlying causes for such trends, particularly key records leading to the growth in certain topics, still need to be identified. It also remains to be determined which changes in research trends lead to paradigm shifts as defined by Kuhn [ 35 ].

The key terms defining the topics frequently describe various technologies (e.g., topic 38/39: transformation, 40: genome editing, 59: genetic markers, 65: mass spectrometry, 69: nuclear magnetic resonance) or are indicative of studies enabled through molecular genetics and omics technologies (e.g., topic 8/60: genome, 11: epigenetic modifications, 18: molecular biological studies of macromolecules, 13: small RNAs, 61: quantitative genetics, 82/84: metagenomics). Thus, this analysis highlights how technological innovation, particularly in the realm of omics, has contributed to a substantial number of research topics in the plant sciences, a finding that likely holds for other scientific disciplines. We also found that the pattern of topic evolution is similar to that of succession, where older topics have mostly decreased in relative prevalence but appear to have been superseded by newer ones. One example is the rise of transcriptome-related topics and the correlated, reduced focus on regulation at levels other than transcription. This raises the question of whether research driven by technology negatively impacts other areas of research where high-throughput studies remain challenging.

One observation on the overall trends in plant science research is the approximately 10-year cycle in major shifts. One hypothesis is related to not only scientific advances but also to the fashion-driven aspect of science. Nonetheless, given that there were only 3 major shifts and the sample size is small, it is difficult to speculate as to why they happened. By analyzing the country of origin, we found that China and India have been the 2 major contributors to the growth in the plant science records in the last 20 years. Our findings also show an equalizing trend in global plant science where countries without a strong plant science publication presence have had an increased impact over the last 20 years. In addition, we identified significant differences in research topics between countries reflecting potential differences in investment and priorities. Such information is important for discerning differences in research trends across countries and can be considered when making policy decisions about research directions.

Materials and methods

Collection and preprocessing of a candidate plant science corpus.

For reproducibility purposes, a random state value of 20220609 was used throughout the study. The PubMed baseline files containing citation information ( ftp://ftp.ncbi.nlm.nih.gov/pubmed/baseline/ ) were downloaded on November 11, 2021. To narrow down the records to plant science-related citations, a candidate citation was identified as having, within the titles and/or abstracts, at least one of the following words: “plant,” “plants,” “botany,” “botanical,” “planta,” and “plantarum” (and their corresponding upper case and plural forms), or plant taxon identifiers from NCBI Taxonomy ( https://www.ncbi.nlm.nih.gov/taxonomy ) or USDA PLANTS Database ( https://plants.sc.egov.usda.gov/home ). Note the search terms used here have nothing to do with the values of the keyword field in PubMed records. The taxon identifiers include all taxon names including and at taxonomic levels below “Viridiplantae” till the genus level (species names not used). This led to 51,395 search terms. After looking for the search terms, qualified entries were removed if they were duplicated, lacked titles and/or abstracts, or were corrections, errata, or withdrawn articles. This left 1,385,417 citations, which were considered the candidate plant science corpus (i.e., a collection of texts). For further analysis, the title and abstract for each citation were combined into a single entry. Text was preprocessed by lowercasing, removing stop-words (i.e., common words), removing non-alphanumeric and non-white space characters (except Greek letters, dashes, and commas), and applying lemmatization (i.e., grouping inflected forms of a word as a single word) for comparison. Because lemmatization led to truncated scientific terms, it was not included in the final preprocessing pipeline.

Definition of positive/negative examples

Upon closer examination, a large number of false positives were identified in the candidate plant science records. To further narrow down citations with a plant science focus, text classification was used to distinguish plant science and non-plant science articles (see next section). For the classification task, a negative set (i.e., non-plant science citations) was defined as entries from 7,360 journals that appeared <20 times in the filtered data (total = 43,329, journal candidate count, S1 Data ). For the positive examples (i.e., true plant science citations), 43,329 plant science citations (positive examples) were sampled from 17 established plant science journals each with >2,000 entries in the filtered dataset: “Plant physiology,” “Frontiers in plant science,” “Planta,” “The Plant journal: for cell and molecular biology,” “Journal of experimental botany,” “Plant molecular biology,” “The New phytologist,” “The Plant cell,” “Phytochemistry,” “Plant & cell physiology,” “American journal of botany,” “Annals of botany,” “BMC plant biology,” “Tree physiology,” “Molecular plant-microbe interactions: MPMI,” “Plant biology,” and “Plant biotechnology journal” (journal candidate count, S1 Data ). Plant biotechnology journal was included, but only 1,894 records remained after removal of duplicates, articles with missing info, and/or withdrawn articles. The positive and negative sets were randomly split into training and testing subsets (4:1) while maintaining a 1:1 positive-to-negative ratio.

Text classification based on Tf and Tf-Idf

Instead of using the preprocessed text as features for building classification models directly, text embeddings (i.e., representations of texts in vectors) were used as features. These embeddings were generated using 4 approaches (model summary, S1 Data ): Term-frequency (Tf), Tf-Idf [ 36 ], Word2Vec [ 37 ], and BERT [ 6 ]. The Tf- and Tf-Idf-based features were generated with CountVectorizer and TfidfVectorizer, respectively, from Scikit-Learn [ 38 ]. Different maximum features (1e4 to 1e5) and n-gram ranges (uni-, bi-, and tri-grams) were tested. The features were selected based on the p- value of chi-squared tests testing whether a feature had a higher-than-expected value among the positive or negative classes. Four different p- value thresholds were tested for feature selection. The selected features were then used to retrain vectorizers with the preprocessed training texts to generate feature values for classification. The classification model used was XGBoost [ 39 ] with 5 combinations of the following hyperparameters tested during 5-fold stratified cross-validation: min_child_weight = (1, 5, 10), gamma = (0.5, 1, 1.5, 2.5), subsample = (0.6, 0.8, 1.0), colsample_bytree = (0.6, 0.8, 1.0), and max_depth = (3, 4, 5). The rest of the hyperparameters were held constant: learning_rate = 0.2, n_estimators = 600, objective = binary:logistic. RandomizedSearchCV from Scikit-Learn was used for hyperparameter tuning and cross-validation with scoring = F1-score.

Because the Tf-Idf model had a relatively high model performance and was relatively easy to interpret (terms are frequency-based, instead of embedding-based like those generated by Word2Vec and BERT), the Tf-Idf model was selected as input to SHapley Additive exPlanations (SHAP; [ 14 ]) to assess the importance of terms. Because the Tf-Idf model was based on XGBoost, a tree-based algorithm, the TreeExplainer module in SHAP was used to determine a SHAP value for each entry in the training dataset for each Tf-Idf feature. The SHAP value indicates the degree to which a feature positively or negatively affects the underlying prediction. The importance of a Tf-Idf feature was calculated as the average SHAP value of that feature among all instances. Because a Tf-Idf feature is generated based on a specific term, the importance of the Tf-Idf feature indicates the importance of the associated term.

Text classification based on Word2Vec

The preprocessed texts were first split into train, validation, and test subsets (8:1:1). The texts in each subset were converted to 3 n-gram lists: a unigram list obtained by splitting tokens based on the space character, or bi- and tri-gram lists built with Gensim [ 40 ]. Each n-gram list of the training subset was next used to fit a Skip-gram Word2Vec model with vector_size = 300, window = 8, min_count = (5, 10, or 20), sg = 1, and epochs = 30. The Word2Vec model was used to generate word embeddings for train, validate, and test subsets. In the meantime, a tokenizer was trained with train subset unigrams using Tensorflow [ 41 ] and used to tokenize texts in each subset and turn each token into indices to use as features for training text classification models. To ensure all citations had the same number of features (500), longer texts were truncated, and shorter ones were zero-padded. A deep learning model was used to train a text classifier with an input layer the same size as the feature number, an attention layer incorporating embedding information for each feature, 2 bidirectional Long-Short-Term-Memory layers (15 units each), a dense layer (64 units), and a final, output layer with 2 units. During training, adam, accuracy, and sparse_categorical_crossentropy were used as the optimizer, evaluation metric, and loss function, respectively. The training process lasted 30 epochs with early stopping if validation loss did not improve in 5 epochs. An F1 score was calculated for each n-gram list and min_count parameter combination to select the best model (model summary, S1 Data ).

Text classification based on BERT models

Two pretrained models were used for BERT-based classification: DistilBERT (Hugging face repository [ 42 ] model name and version: distilbert-base-uncased [ 43 ]) and SciBERT (allenai/scibert-scivocab-uncased [ 16 ]). In both cases, tokenizers were retrained with the training data. BERT-based models had the following architecture: the token indices (512 values for each token) and associated masked values as input layers, pretrained BERT layer (512 × 768) excluding outputs, a 1D pooling layer (768 units), a dense layer (64 units), and an output layer (2 units). The rest of the training parameters were the same as those for Word2Vec-based models, except training lasted for 20 epochs. Cross-validation F1-scores for all models were compared and used to select the best model for each feature extraction method, hyperparameter combination, and modeling algorithm or architecture (model summary, S1 Data ). The best model was the Word2Vec-based model (min_count = 20, window = 8, ngram = 3), which was applied to the candidate plant science corpus to identify a set of plant science citations for further analysis. The candidate plant science records predicted as being in the positive class (421,658) by the model were collectively referred to as the “plant science corpus.”

Plant science record classification

In PubMed, 1,384,718 citations containing “plant” or any plant taxon names (from the phylum to genus level) were considered candidate plant science citations. To further distinguish plant science citations from those in other fields, text classification models were trained using titles and abstracts of positive examples consisting of citations from 17 plant science journals, each with >2,000 entries in PubMed, and negative examples consisting of records from journals with fewer than 20 entries in the candidate set. Among 4 models tested the best model (built with Word2Vec embeddings) had a cross validation F1 of 0.964 (random guess F1 = 0.5, perfect model F1 = 1, S1 Data ). When testing the model using 17,330 testing set citations independent from the training set, the F1 remained high at 0.961.

We also conducted another analysis attempting to use the MeSH term “Plants” as a benchmark. Records with the MeSH term “Plants” also include pharmaceutical studies of plants and plant metabolites or immunological studies of plants as allergens in journals that are not generally considered plant science journals (e.g., Acta astronautica , International journal for parasitology , Journal of chromatography ) or journals from local scientific societies (e.g., Acta pharmaceutica Hungarica , Huan jing ke xue , Izvestiia Akademii nauk . Seriia biologicheskaia ). Because we explicitly labeled papers from such journals as negative examples, we focused on 4,004 records with the “Plants” MeSH term published in the 17 plant science journals that were used as positive instances and found that 88.3% were predicted as the positive class. Thus, based on the MeSH term, there is an 11.7% false prediction rate.

We also enlisted 5 plant science colleagues (3 advanced graduate students in plant biology and genetic/genome science graduate programs, 1 postdoctoral breeder/quantitative biologist, and 1 postdoctoral biochemist/geneticist) to annotate 100 randomly selected abstracts as a reviewer suggested. Each record was annotated by 2 colleagues. Among 85 entries where the annotations are consistent between annotators, 48 were annotated as negative but with 7 predicted as positive (false positive rate = 14.6%) and 37 were annotated as positive but with 4 predicted as negative (false negative rate = 10.8%). To further benchmark the performance of the text classification model, we identified another 12 journals that focus on plant science studies to use as benchmarks: Current opinion in plant biology (number of articles: 1,806), Trends in plant science (1,723), Functional plant biology (1,717), Molecular plant pathology (1,573), Molecular plant (1,141), Journal of integrative plant biology (1,092), Journal of plant research (1,032), Physiology and molecular biology of plants (830), Nature plants (538), The plant pathology journal (443). Annual review of plant biology (417), and The plant genome (321). Among the 12,611 candidate plant science records, 11,386 were predicted as positive. Thus, there is a 9.9% false negative rate.

Global topic modeling

BERTopic [ 15 ] was used for preliminary topic modeling with n-grams = (1,2) and with an embedding initially generated by DistilBERT, SciBERT, or BioBERT (dmis-lab/biobert-base-cased-v1.2; [ 44 ]). The embedding models converted preprocessed texts to embeddings. The topics generated based on the 3 embeddings were similar ( S2 Data ). However, SciBERT-, BioBERT-, and distilBERT-based embedding models had different numbers of outlier records (268,848, 293,790, and 323,876, respectively) with topic index = −1. In addition to generating the fewest outliers, the SciBERT-based model led to the highest number of topics. Therefore, SciBERT was chosen as the embedding model for the final round of topic modeling. Modeling consisted of 3 steps. First, document embeddings were generated with SentenceTransformer [ 45 ]. Second, a clustering model to aggregate documents into clusters using hdbscan [ 46 ] was initialized with min_cluster_size = 500, metric = euclidean, cluster_selection_method = eom, min_samples = 5. Third, the embedding and the initialized hdbscan model were used in BERTopic to model topics with neighbors = 10, nr_topics = 500, ngram_range = (1,2). Using these parameters, 90 topics were identified. The initial topic assignments were conservative, and 241,567 records were considered outliers (i.e., documents not assigned to any of the 90 topics). After assessing the prediction scores of all records generated from the fitted topic models, the 95-percentile score was 0.0155. This score was used as the threshold for assigning outliers to topics: If the maximum prediction score was above the threshold and this maximum score was for topic t , then the outlier was assigned to t . After the reassignment, 49,228 records remained outliers. To assess if some of the outliers were not assigned because they could be assigned to multiple topics, the prediction scores of the records were used to put records into 100 clusters using k- means. Each cluster was then assessed to determine if the outlier records in a cluster tended to have higher prediction scores across multiple topics ( S2 Fig ).

Topics that are most and least well connected to other topics

The most well-connected topics in the network include topic 24 (stress mechanisms, median cosine similarity = 0.36), topic 42 (genes, stress, and transcriptomes, 0.34), and topic 35 (molecular genetics, 0.32, all t test p -values < 1 × 10 −22 ). The least connected topics include topic 0 (allergen research, median cosine similarity = 0.12), topic 21 (clock biology, 0.12), topic 1 (tissue culture, 0.15), and topic 69 (identification of compounds with spectroscopic methods, 0.15; all t test p- values < 1 × 10 −24 ). Topics 0, 1, and 69 are specialized topics; it is surprising that topic 21 is not as well connected as explained in the main text.

Analysis of documents based on the topic model

Topical diversity among top journals with the most plant science records

Using a relative topic diversity measure (ranging from 0 to 10), we found that there was a wide range of topical diversity among 20 journals with the largest numbers of plant science records ( S3 Fig ). The 4 journals with the highest relative topical diversities are Proceedings of the National Academy of Sciences , USA (9.6), Scientific Reports (7.1), Plant Physiology (6.7), and PLOS ONE (6.4). The high diversities are consistent with the broad, editorial scopes of these journals. The 4 journals with the lowest diversities are American Journal of Botany (1.6), Oecologia (0.7), Plant Disease (0.7), and Theoretical and Applied Genetics (0.3), which reflects their discipline-specific focus and audience of classical botanists, ecologists, plant pathologists, and specific groups of geneticists.

Dynamic topic modeling

The codes for dynamic modeling were based on _topic_over_time.py in BERTopics and modified to allow additional outputs for debugging and graphing purposes. The plant science citations were binned into 50 subsets chronologically (for timestamps of bins, see S5 Data ). Because the numbers of documents increased exponentially over time, instead of dividing them based on equal-sized time intervals, which would result in fewer records at earlier time points and introduce bias, we divided them into time bins of similar size (approximately 8,400 documents). Thus, the earlier time subsets had larger time spans compared with later time subsets. If equal-size time intervals were used, the numbers of documents between the intervals would differ greatly; the earlier time points would have many fewer records, which may introduce bias. Prior to binning the subsets, the publication dates were converted to UNIX time (timestamp) in seconds; the plant science records start in 1917-11-1 (timestamp = −1646247600.0) and end in 2021-1-1 (timestamp = 1609477201). The starting dates and corresponding timestamps for the 50 subsets including the end date are in S6 Data . The input data included the preprocessed texts, topic assignments of records from global topic modeling, and the binned timestamps of records. Three additional parameters were set for topics_over_time, namely, nr_bin = 50 (number of bins), evolution_tuning = True, and global_tuning = False. The evolution_tuning parameter specified that averaged c-Tf-Idf values for a topic be calculated in neighboring time bins to reduce fluctuation in c-Tf-Idf values. The global_tuning parameter was set to False because of the possibility that some nonexisting terms could have a high c-Tf-Idf for a time bin simply because there was a high global c-Tf-Idf value for that term.

The binning strategy based on similar document numbers per bin allowed us to increase signal particularly for publications prior to the 90s. This strategy, however, may introduce more noise for bins with smaller time durations (i.e., more recent bins) because of publication frequencies (there can be seasonal differences in the number of papers published, biased toward, e.g., the beginning of the year or the beginning of a quarter). To address this, we examined the relative frequencies of each topic over time ( S7 Data ), but we found that recent time bins had similar variances in relative frequencies as other time bins. We also moderated the impact of variation using LOWESS (10% to 30% of the data points were used for fitting the trend lines) to determine topical trends for Fig 3 . Thus, the influence of the noise introduced via our binning strategy is expected to be minimal.

Topic categories and ordering

The topics were classified into 5 categories with contrasting trends: stable, early, transitional, sigmoidal, and rising. To define which category a topic belongs to, the frequency of documents over time bins for each topic was analyzed using 3 regression methods. We first tried 2 forecasting methods: recursive autoregressor (the ForecasterAutoreg class in the skforecast package) and autoregressive integrated moving average (ARIMA implemented in the pmdarima package). In both cases, the forecasting results did not clearly follow the expected trend lines, likely due to the low numbers of data points (relative frequency values), which resulted in the need to extensively impute missing data. Thus, as a third approach, we sought to fit the trendlines with the data points using LOWESS (implemented in the statsmodels package) and applied additional criteria for assigning topics to categories. When fitting with LOWESS, 3 fraction parameters (frac, the fraction of the data used when estimating each y-value) were evaluated (0.1, 0.2, 0.3). While frac = 0.3 had the smallest errors for most topics, in situations where there were outliers, frac = 0.2 or 0.1 was chosen to minimize mean squared errors ( S7 Data ).

The topics were classified into 5 categories based on the slopes of the fitted line over time: (1) stable: topics with near 0 slopes over time; (2) early: topics with negative (<−0.5) slopes throughout (with the exception of topic 78, which declined early on but bounced back by the late 1990s); (3) transitional: early positive (>0.5) slopes followed by negative slopes at later time points; (4) sigmoidal: early positive slopes followed by zero slopes at later time points; and (5) rising: continuously positive slopes. For each topic, the LOWESS fits were also used to determine when the relative document frequency reached its peak, first reaching a threshold of 0.6 (chosen after trial and error for a range of 0.3 to 0.9), and the overall trend. The topics were then ordered based on (1) whether they belonged to the stable category or not; (2) whether the trends were decreasing, stable, or increasing; (3) the time the relative document frequency first reached 0.6; and (4) the time that the overall peak was reached ( S8 Data ).

Taxa information

To identify a taxon or taxa in all plant science records, NCBI Taxonomy taxdump datasets were downloaded from the NCBI FTP site ( https://ftp.ncbi.nlm.nih.gov/pub/taxonomy/new_taxdump/ ) on September 20, 2022. The highest-level taxon was Viridiplantae, and all its child taxa were parsed and used as queries in searches against the plant science corpus. In addition, a species-over-time analysis was conducted using the same time bins as used for dynamic topic models. The number of records in different time bins for top taxa are in the genus, family, order, and additional species level sheet in S9 Data . The degree of over-/underrepresentation of a taxon X in a research topic T was assessed using the p -value of a Fisher’s exact test for a 2 × 2 table consisting of the numbers of records in both X and T, in X but not T, in T but not X, and in neither ( S10 Data ).

For analysis of plant taxa with genome information, genome data of taxa in Viridiplantae were obtained from the NCBI Genome data-hub ( https://www.ncbi.nlm.nih.gov/data-hub/genome ) on October 28, 2022. There were 2,384 plant genome assemblies belonging to 1,231 species in 559 genera (genome assembly sheet, S9 Data ). The date of the assembly was used as a proxy for the time when a genome was sequenced. However, some species have updated assemblies and have more recent data than when the genome first became available.

Taxa being studied in the plant science records

Flowering plants (Magnoliopsida) are found in 93% of records, while most other lineages are discussed in <1% of records, with conifers and related species being exceptions (Acrogynomsopermae, 3.5%, S6A Fig ). At the family level, the mustard (Brassicaceae), grass (Poaceae), pea (Fabaceae), and nightshade (Solanaceae) families are in 51% of records ( S6B Fig ). The prominence of the mustard family in plant science research is due to the Brassica and Arabidopsis genera ( Fig 4A ). When examining the prevalence of taxa being studied over time, clear patterns of turnovers emerged ( Figs 4B , S6C, and S6D ). While the study of monocot species (Liliopsida) has remained steady, there was a significant uptick in the prevalence of eudicot (eudicotyledon) records in the late 90s ( S6C Fig ), which can be attributed to the increased number of studies in the mustard, myrtle (Myrtaceae), and mint (Lamiaceae) families among others ( S6D Fig ). At the genus level, records mentioning Gossypium (cotton), Phaseolus (bean), Hordeum (wheat), and Zea (corn), similar to the topics in the early category, were prevalent till the 1980s or 1990s but have mostly decreased in number since ( Fig 4B ). In contrast, Capsicum , Arabidopsis , Oryza , Vitus , and Solanum research has become more prevalent over the last 20 years.

Geographical information for the plant science corpus

The geographical information (country) of authors in the plant science corpus was obtained from the address (AD) fields of first authors in Medline XML records accessible through the NCBI EUtility API ( https://www.ncbi.nlm.nih.gov/books/NBK25501/ ). Because only first author affiliations are available for records published before December 2014, only the first author’s location was considered to ensure consistency between records before and after that date. Among the 421,658 records in the plant science corpus, 421,585 had Medline records and 421,276 had unique PMIDs. Among the records with unique PMIDs, 401,807 contained address fields. For each of the remaining records, the AD field content was split into tokens with a “,” delimiter, and the token likely containing geographical info (referred to as location tokens) was selected as either the last token or the second to last token if the last token contained “@” indicating the presence of an email address. Because of the inconsistency in how geographical information was described in the location tokens (e.g., country, state, city, zip code, name of institution, and different combinations of the above), the following 4 approaches were used to convert location tokens into countries.

The first approach was a brute force search where full names and alpha-3 codes of current countries (ISO 3166–1), current country subregions (ISO 3166–2), and historical country (i.e., country that no longer exists, ISO 3166–3) were used to search the address fields. To reduce false positives using alpha-3 codes, a space prior to each code was required for the match. The first approach allowed the identification of 361,242, 16,573, and 279,839 records with current country, historical country, and subregion information, respectively. The second method was the use of a heuristic based on common address field structures to identify “location strings” toward the end of address fields that likely represent countries, then the use of the Python pycountry module to confirm the presence of country information. This approach led to 329,025 records with country information. The third approach was to parse first author email addresses (90,799 records), recover top-level domain information, and use country code Top Level Domain (ccTLD) data from the ISO 3166 Wikipedia page to define countries (72,640 records). Only a subset of email addresses contains country information because some are from companies (.com), nonprofit organizations (.org), and others. Because a large number of records with address fields still did not have country information after taking the above 3 approaches, another approach was implemented to query address fields against a locally installed Nominatim server (v.4.2.3, https://github.com/mediagis/nominatim-docker ) using OpenStreetMap data from GEOFABRIK ( https://www.geofabrik.de/ ) to find locations. Initial testing indicated that the use of full address strings led to false positives, and the computing resource requirement for running the server was high. Thus, only location strings from the second approach that did not lead to country information were used as queries. Because multiple potential matches were returned for each query, the results were sorted based on their location importance values. The above steps led to an additional 72,401 records with country information.

Examining the overlap in country information between approaches revealed that brute force current country and pycountry searches were consistent 97.1% of the time. In addition, both approaches had high consistency with the email-based approach (92.4% and 93.9%). However, brute force subregion and Nominatim-based predictions had the lowest consistencies with the above 3 approaches (39.8% to 47.9%) and each other. Thus, a record’s country information was finalized if the information was consistent between any 2 approaches, except between the brute force subregion and Nominatim searches. This led to 330,328 records with country information.

Topical and country impact metrics

To determine annual country impact, impact scores were determined in the same way as that for annual topical impact, except that values for different countries were calculated instead of topics ( S8 Data ).

Topical preferences by country

To determine topical preference for a country C , a 2 × 2 table was established with the number of records in topic T from C , the number of records in T but not from C , the number of non- T records from C , and the number of non- T records not from C . A Fisher’s exact test was performed for each T and C combination, and the resulting p -values were corrected for multiple testing with the Bejamini–Hochberg method (see S12 Data ). The preference of T in C was defined as the degree of enrichment calculated as log likelihood ratio of values in the 2 × 2 table. Topic 5 was excluded because >50% of the countries did not have records for this topic.

The top 10 countries could be classified into a China–India cluster, an Italy–Spain cluster, and remaining countries (yellow rectangles, Fig 5E ). The clustering of Italy and Spain is partly due to similar research focusing on allergens (topic 0) and mycotoxins (topic 54) and less emphasis on gene family (topic 23) and stress tolerance (topic 28) studies ( Figs 5F and S9 ). There are also substantial differences in topical focus between countries. For example, plant science records from China tend to be enriched in hyperspectral imaging and modeling (topic 9), gene family studies (topic 23), stress biology (topic 28), and research on new plant compounds associated with herbal medicine (topic 69), but less emphasis on population genetics and evolution (topic 86, Fig 5F ). In the US, there is a strong focus on insect pest resistance (topic 75), climate, community, and diversity (topic 83), and population genetics and evolution but less focus on new plant compounds. In summary, in addition to revealing how plant science research has evolved over time, topic modeling provides additional insights into differences in research foci among different countries.

Supporting information

S1 fig. plant science record classification model performance..

(A–C) Distributions of prediction probabilities (y_prob) of (A) positive instances (plant science records), (B) negative instances (non-plant science records), and (C) positive instances with the Medical Subject Heading “Plants” (ID = D010944). The data are color coded in blue and orange if they are correctly and incorrectly predicted, respectively. The lower subfigures contain log10-transformed x axes for the same distributions as the top subfigure for better visualization of incorrect predictions. (D) Prediction probability distribution for candidate plant science records. Prediction probabilities plotted here are available in S13 Data .

https://doi.org/10.1371/journal.pbio.3002612.s001

S2 Fig. Relationships between outlier clusters and the 90 topics.

(A) Heatmap demonstrating that some outlier clusters tend to have high prediction scores for multiple topics. Each cell shows the average prediction score of a topic for records in an outlier cluster. (B) Size of outlier clusters.

https://doi.org/10.1371/journal.pbio.3002612.s002

S3 Fig. Cosine similarities between topics.

(A) Heatmap showing cosine similarities between topic pairs. Top-left: hierarchical clustering of the cosine similarity matrix using the Ward algorithm. The branches are colored to indicate groups of related topics. (B) Topic labels and names. The topic ordering was based on hierarchical clustering of topics. Colored rectangles: neighboring topics with >0.5 cosine similarities.

https://doi.org/10.1371/journal.pbio.3002612.s003

S4 Fig. Relative topical diversity for 20 journals.

The 20 journals with the most plant science records are shown. The journal names were taken from the journal list in PubMed ( https://www.nlm.nih.gov/bsd/serfile_addedinfo.html ).

https://doi.org/10.1371/journal.pbio.3002612.s004

S5 Fig. Topical frequency and top terms during different time periods.

(A-D) Different patterns of topical frequency distributions for example topics (A) 48, (B) 35, (C) 27, and (D) 42. For each topic, the top graph shows the frequency of topical records in each time bin, which are the same as those in Fig 3 (green line), and the end date for each bin is indicated. The heatmap below each line plot depicts whether a term is among the top terms in a time bin (yellow) or not (blue). Blue dotted lines delineate different decades (see S5 Data for the original frequencies, S6 Data for the LOWESS fitted frequencies and the top terms for different topics/time bins).

https://doi.org/10.1371/journal.pbio.3002612.s005

S6 Fig. Prevalence of records mentioning different taxonomic groups in Viridiplantae.

(A, B) Percentage of records mentioning specific taxa at the ( A) major lineage and (B) family levels. (C, D) The prevalence of taxon mentions over time at the (C) major lineage and (E) family levels. The data used for plotting are available in S9 Data .

https://doi.org/10.1371/journal.pbio.3002612.s006

S7 Fig. Changes over time.

(A) Number of genera being mentioned in plant science records during different time bins (the date indicates the end date of that bin, exclusive). (B) Numbers of genera (blue) and organisms (salmon) with draft genomes available from National Center of Biotechnology Information in different years. (C) Percentage of US National Science Foundation (NSF) grants mentioning the genus Arabidopsis over time with peak percentage and year indicated. The data for (A–C) are in S9 Data . (D) Number of plant science records in the top 17 plant science journals from the USA (red), Great Britain (GBR) (orange), India (IND) (light green), and China (CHN) (dark green) normalized against the total numbers of publications of each country over time in these 17 journals. The data used for plotting can be found in S11 Data .

https://doi.org/10.1371/journal.pbio.3002612.s007

S8 Fig. Change in country impact on plant science over time.

(A, B) Difference in 2 impact metrics from 1999 to 2020 for the 10 countries with the highest number of plant science records. (A) H-index. (B) SCImago Journal Rank (SJR). (C, D) Plots show the relationships between the impact metrics (H-index in (C) , SJR in (D) ) averaged from 1999 to 2020 and the slopes of linear fits with years as the predictive variable and impact metric as the response variable for different countries (A3 country codes shown). The countries with >400 records and with <10% missing impact values are included. The data used for plotting can be found in S11 Data .

https://doi.org/10.1371/journal.pbio.3002612.s008

S9 Fig. Country topical preference.

Enrichment scores (LLR, log likelihood ratio) of topics for each of the top 10 countries. Red: overrepresentation, blue: underrepresentation. The data for plotting can be found in S12 Data .

https://doi.org/10.1371/journal.pbio.3002612.s009

S1 Data. Summary of source journals for plant science records, prediction models, and top Tf-Idf features.

Sheet–Candidate plant sci record j counts: Number of records from each journal in the candidate plant science corpus (before classification). Sheet—Plant sci record j count: Number of records from each journal in the plant science corpus (after classification). Sheet–Model summary: Model type, text used (txt_flag), and model parameters used. Sheet—Model performance: Performance of different model and parameter combinations on the validation data set. Sheet–Tf-Idf features: The average SHAP values of Tf-Idf (Term frequency-Inverse document frequency) features associated with different terms. Sheet–PubMed number per year: The data for PubMed records in Fig 1A . Sheet–Plant sci record num per yr: The data for the plant science records in Fig 1A .

https://doi.org/10.1371/journal.pbio.3002612.s010

S2 Data. Numbers of records in topics identified from preliminary topic models.

Sheet–Topics generated with a model based on BioBERT embeddings. Sheet–Topics generated with a model based on distilBERT embeddings. Sheet–Topics generated with a model based on SciBERT embeddings.

https://doi.org/10.1371/journal.pbio.3002612.s011

S3 Data. Final topic model labels and top terms for topics.

Sheet–Topic label: The topic index and top 10 terms with the highest cTf-Idf values. Sheets– 0 to 89: The top 50 terms and their c-Tf-Idf values for topics 0 to 89.

https://doi.org/10.1371/journal.pbio.3002612.s012

S4 Data. UMAP representations of different topics.

For a topic T , records in the UMAP graph are colored red and records not in T are colored gray.

https://doi.org/10.1371/journal.pbio.3002612.s013

S5 Data. Temporal relationships between published documents projected onto 2D space.

The 2D embedding generated with UMAP was used to plot document relationships for each year. The plots from 1975 to 2020 were compiled into an animation.

https://doi.org/10.1371/journal.pbio.3002612.s014

S6 Data. Timestamps and dates for dynamic topic modeling.

Sheet–bin_timestamp: Columns are: (1) order index; (2) bin_idx–relative positions of bin labels; (3) bin_timestamp–UNIX time in seconds; and (4) bin_date–month/day/year. Sheet–Topic frequency per timestamp: The number of documents in each time bin for each topic. Sheets–LOWESS fit 0.1/0.2/0.3: Topic frequency per timestamp fitted with the fraction parameter of 0.1, 0.2, or 0.3. Sheet—Topic top terms: The top 5 terms for each topic in each time bin.

https://doi.org/10.1371/journal.pbio.3002612.s015

S7 Data. Locally weighted scatterplot smoothing (LOWESS) of topical document frequencies over time.

There are 90 scatter plots, one for each topic, where the x axis is time, and the y axis is the document frequency (blue dots). The LOWESS fit is shown as orange points connected with a green line. The category a topic belongs to and its order in Fig 3 are labeled on the top left corner. The data used for plotting are in S6 Data .

https://doi.org/10.1371/journal.pbio.3002612.s016

S8 Data. The 4 criteria used for sorting topics.

Peak: the time when the LOWESS fit of the frequencies of a topic reaches maximum. 1st_reach_thr: the time when the LOWESS fit first reaches a threshold of 60% maximal frequency (peak value). Trend: upward (1), no change (0), or downward (−1). Stable: whether a topic belongs to the stable category (1) or not (0).

https://doi.org/10.1371/journal.pbio.3002612.s017

S9 Data. Change in taxon record numbers and genome assemblies available over time.

Sheet–Genus: Number of records mentioning a genus during different time periods (in Unix timestamp) for the top 100 genera. Sheet–Genus: Number of records mentioning a family during different time periods (in Unix timestamp) for the top 100 families. Sheet–Genus: Number of records mentioning an order during different time periods (in Unix timestamp) for the top 20 orders. Sheet–Species levels: Number of records mentioning 12 selected taxonomic levels higher than the order level during different time periods (in Unix timestamp). Sheet–Genome assembly: Plant genome assemblies available from NCBI as of October 28, 2022. Sheet–Arabidopsis NSF: Absolute and normalized numbers of US National Science Foundation funded proposals mentioning Arabidopsis in proposal titles and/or abstracts.

https://doi.org/10.1371/journal.pbio.3002612.s018

S10 Data. Taxon topical preference.

Sheet– 5 genera LLR: The log likelihood ratio of each topic in each of the top 5 genera with the highest numbers of plant science records. Sheets– 5 genera: For each genus, the columns are: (1) topic; (2) the Fisher’s exact test p -value (Pvalue); (3–6) numbers of records in topic T and in genus X (n_inT_inX), in T but not in X (n_inT_niX), not in T but in X (n_niT_inX), and not in T and X (n_niT_niX) that were used to construct 2 × 2 tables for the tests; and (7) the log likelihood ratio generated with the 2 × 2 tables. Sheet–corrected p -value: The 4 values for generating LLRs were used to conduct Fisher’s exact test. The p -values obtained for each country were corrected for multiple testing.

https://doi.org/10.1371/journal.pbio.3002612.s019

S11 Data. Impact metrics of countries in different years.

Sheet–country_top25_year_count: number of total publications and publications per year from the top 25 countries with the most plant science records. Sheet—country_top25_year_top17j: number of total publications and publications per year from the top 25 countries with the highest numbers of plant science records in the 17 plant science journals used as positive examples. Sheet–prank: Journal percentile rank scores for countries (3-letter country codes following https://www.iban.com/country-codes ) in different years from 1999 to 2020. Sheet–sjr: Scimago Journal rank scores. Sheet–hidx: H-Index scores. Sheet–cite: Citation scores.

https://doi.org/10.1371/journal.pbio.3002612.s020

S12 Data. Topical enrichment for the top 10 countries with the highest numbers of plant science publications.

Sheet—Log likelihood ratio: For each country C and topic T, it is defined as log((a/b)/(c/d)) where a is the number of papers from C in T, b is the number from C but not in T, c is the number not from C but in T, d is the number not from C and not in T. Sheet: corrected p -value: The 4 values, a, b, c, and d, were used to conduct Fisher’s exact test. The p -values obtained for each country were corrected for multiple testing.

https://doi.org/10.1371/journal.pbio.3002612.s021

S13 Data. Text classification prediction probabilities.

This compressed file contains the PubMed ID (PMID) and the prediction probabilities (y_pred) of testing data with both positive and negative examples (pred_prob_testing), plant science candidate records with the MeSH term “Plants” (pred_prob_candidates_with_mesh), and all plant science candidate records (pred_prob_candidates_all). The prediction probability was generated using the Word2Vec text classification models for distinguishing positive (plant science) and negative (non-plant science) records.

https://doi.org/10.1371/journal.pbio.3002612.s022

Acknowledgments

We thank Maarten Grootendorst for discussions on topic modeling. We also thank Stacey Harmer, Eva Farre, Ning Jiang, and Robert Last for discussion on their respective research fields and input on how to improve this study and Rudiger Simon for the suggestion to examine differences between countries. We also thank Mae Milton, Christina King, Edmond Anderson, Jingyao Tang, Brianna Brown, Kenia Segura Abá, Eleanor Siler, Thilanka Ranaweera, Huan Chen, Rajneesh Singhal, Paulo Izquierdo, Jyothi Kumar, Daniel Shiu, Elliott Shiu, and Wiggler Catt for their good ideas, personal and professional support, collegiality, fun at parties, as well as the trouble they have caused, which helped us improve as researchers, teachers, mentors, and parents.

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36. CiteSeer | Proceedings of the second international conference on Autonomous agents. [cited 2023 Aug 23]. Available from: https://dl.acm.org/doi/10.1145/280765.280786
39. Chen T, Guestrin C. XGBoost: A Scalable Tree Boosting System. Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. New York, NY, USA: ACM; 2016. pp. 785–794. https://doi.org/10.1145/2939672.2939785
40. Řehůřek R, Sojka P. Software Framework for Topic Modelling with Large Corpora. Proceedings of the LREC 2010 Workshop on New Challenges for NLP Frameworks. Valletta, Malta: ELRA; 2010. pp. 45–50.
42. Hugging Face–The AI community building the future. 2023 Aug 19 [cited 2023 Aug 25]. Available from: https://huggingface.co/

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100+ Brilliant ABM Research Topics For Students
Here are a few quantitative research title examples for ABM students: How social media and the internet have changed the corporate world. Evolutionary aspects of corporate crisis management. What are the most and least popular services in the corporate world. Business strategies in the banking sector.
200 Research Topics For ABM Students (Updated 2024)
Top 10 Research Topics For ABM Students On Financial Smarts for Teens. Budgeting Basics for Teens. Understanding Credit and Loans. Smart Saving Strategies for Students. Introduction to Investing for Teens. Making Wise Purchase Decisions. Digital Finance Tools for Teens. Financial Responsibility in High School.
471+ Good Quantitative ABM Research Topics For Students
Best Quantitative Research Titles for ABM Students. "Navigating Financial Frontiers: Strategies for Small Businesses". "E-commerce Evolution: Impact and Adaptations in Modern Markets". "Leadership in Action: Exploring Innovative Styles in Business". "Digital Marketing Mastery: Unveiling the Power of Social Media".
350+ Most Interesting Research Topics For ABM Students
Research topics offer numerous advantages to ABM (Accounting, Business, and Management) students. 1. Skill Development. Getting into research topics assists students with building significant abilities like methodical reflection, handling issues, and analyzing data.
417 Business Topics & Research Titles about Business
There are two main types of AMB research methods: qualitative and quantitative. Qualitative research answers the why and the how questions. It tests customers' reaction to new products and studies consumer behaviors. Case studies, interviews, and focus groups are the common methods of collecting such data.
Top 151+ Quantitative Research Topics for ABM Students
Quantitative research related to ABM (Accountancy, Business, and Management) encompasses various topics that utilize numerical data and statistical analysis to explore various aspects of these fields. Examples include financial performance analysis, market segmentation studies, consumer behavior modeling, inventory optimization, risk management ...
1200 ABM Thesis Topics
ABM Thesis Topics. This page provides a comprehensive list of ABM thesis topics tailored to support students in the fields of accountancy, business, and management as they embark on their academic thesis journey. It is designed to assist students in navigating through the vast areas of study within the ABM disciplines, offering inspiration and ...
Top 30 ABM Research Topics in 2024
Interesting Research Title about Business in 2024. Topic 1. Exploring the Impact of Digital Transformation on Small and Medium-sized Enterprises (SMEs): A Case Study Analysis. Topic 2. Examining the Role of Corporate Social Responsibility (CSR) in Enhancing Brand Reputation and Consumer Loyalty. Topic 3.
PDF Self-Perception of ABM Students towards Their Academic, Social and ...
A Publication of the Institute of Industry and Academic Research Incorporated www.iiari.org 7 INTERNATIONAL JOURNAL OF EDUCATIONAL MANAGEMENT AND DEVELOPMENT STUDIES Volume 1, Issue 2 · December 2020 · ISSN 2719-0633 (PRINT) 2719-0641 (ONLINE) as the skills to develop his full potential in college and beyond. For example, resilience
ABM Research Topics and Titles
Sample Research Topics and Titles for ABM Strand Under the ABM strand, topics such as business, finance, and the like always come to mind first. To make these broad topics more specific, sample research topics and titles, including a sample approach to what you will do in such topics, are presented as follows. Research Topic: E-commerce and its ...
(PDF) Student Engagement and Academic Performance Among ...
The study determined the relationship between student engagement and academic performance among 170 Accountancy, Business, and Management (ABM) students of Tacurong National High School.
Contributions to attention based marketing: Foundations, insights, and
Research questions and challenges in ABM. The three research areas discussed above will most likely remain important topics also in future research in ABM. Although much has been learned over the past decades, many research questions remain at least partially unresolved, and the articles in this special issue hint at several of these.
Qualitative and Quantitative Research Topics for ABM Student
Qualitative research for ABM students dives into the "why" and "how" of a specific topic. For example, it's the method you want to choose to understand customer reactions to new products or explore consumer behaviors. It uncovers more profound insights and involves techniques like case studies, interviews, and focus groups to gather rich ...
MBA Research Topics In Business (+ Free Webinar)
Here, we'll explore a variety of research ideas and topic thought-starters for management-related research degrees (MBAs/DBAs, etc.). These research topics span management strategy, HR, finance, operations, international business and leadership. NB - This is just the start…. The topic ideation and evaluation process has multiple steps.
ABM campaigns: examples that turned targets
Creative ideas and research can help execute the best ABM campaigns. ABM needs a multichannel strategy, that includes various mediums and channels. To bolster supporting content marketing, you'll need interactive content you can personalize at an innovative level. Interactivity drives better engagement and this in turn reveals behavior in ...
100 Qualitative Research Paper Topics
100 Qualitative Research Paper Topics. Published by Ellie Cross at November 1st, 2021 , Revised On November 3, 2023. Selecting an interesting research topic is a very daunting task. And it becomes even more daunting when students are required to pick a topic that is: Instrumental in closing the 'research gap' that already exists around it ...
5 Terrific ABM Examples That Deserve Attention
ABM Examples #1: Build Hyper-Specific Personas and Commit to a Fault (Ft. Matriarch Digital) ABM Examples #2: Treat LinkedIn Sales Navigator as Your Sidekick (Ft. Emails That Sell) ABM Examples #3: Create Content at EVERY Stage of The Funnel (Ft. Pandio) ABM Examples #4: Buddy Up Marketers With Sales (Ft. Lone Armadillo and Hum)
(Pdf) Influencing Factors of Choosing Abm Strand As to Academic
Two hundred and thirty (230) respondents out of three hundred and eighty four (384) Grade 11 ABM students of Muntinlupa National High School Main for the S.Y. 2019-2020 were chosen using simple ...
(DOC) A Qualitative Study of Spending Behavior of ABM Students in STI
This research described the financial literacy and spending habits of Bachelor of Science in Accounting Information System (BSAIS) students. Total enumeration sampling was utilized in choosing the 116 respondents from PHINMA Araullo University at Barangay Bitas, Cabanatuan City, Nueva Ecija, Philippines during the Academic Year 2020-2021.The respondents answered questionnaires adopted and ...
Research Titles and Topics for ABM Strand Student
Here are some Research Titles and Topics for A.B.M (ABM) Strand Students. Please take note that some of these titles are subject for revision if your teacher...
25 ABM Use Cases and Ideas To Provide ABM Inspiration
The ABM Use Case and ABM Examples List. 1. Providing In-market Alerts to SDRs - (A great ABM Use case to try first) You can do this without an ABM platform. You license intent data from either Bombora or Zoominfo and set up the appropriate topics and filters to identify in-market healthcare organizations.
500+ Quantitative Research Titles and Topics
Quantitative research involves collecting and analyzing numerical data to identify patterns, trends, and relationships among variables. This method is widely used in social sciences, psychology, economics, and other fields where researchers aim to understand human behavior and phenomena through statistical analysis. If you are looking for a quantitative research topic, there are numerous areas ...
Navigating The Intersection Of ABM & Demand Generation In B2B Marketing
ABM and demand generation campaigns should go together like peanut butter and jelly — but oftentimes, that's not the case. Between misaligned teams, different objectives and just an overall misunderstanding of each strategy's responsibilities, the waters get muddied around the true role of each. At the 2024 B2B Marketing Exchange West ...
3 Ways to Make a Request That Doesn't Feel Coercive
2) Ask them to respond over email. 3) Share an example of how to say "no.". When staffing a project, asking your team to work overtime, or finding someone for a last-minute task to meet a ...
Water
Generally, ground grouting is used to treat confined water areas before mining at the working face, but there is a lack of testing methods for determining the effectiveness of such a grouting treatment on the floor of ultrawide working faces. Therefore, we propose a 3D DC resistivity method for mines and apply it to the detection of the effect of grouting on the mine floor. This study took the ...
Assessing the evolution of research topics in a biological field using
Our ability to understand the progress of science through the evolution of research topics is limited by the need for specialist knowledge and the exponential growth of the literature. This study uses artificial intelligence and machine learning approaches to demonstrate how a biological field (plant science) has evolved, how the model systems have changed, and how countries differ in terms of ...

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200 Research Topics For ABM Students (Updated 2024)

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200 Research Topics For ABM Students

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Top 10 Research Topics For ABM Students On Financial Smarts for Teens

Top 10 Research Topics For Students On Entrepreneurial Spirit

Top 10 Research Topics For Students On Working World Insights

Top 10 Research Topics For ABM Students On Tech and the Consumer

Top 10 Research Topics For Students On Sustainable Choices

Top 10 Research Topics For ABM Students On Local Business Spotlight

Top 10 Research Topics For Students On Event Management Skills

Top 10 Research Topics For ABM Students On The Future of Work

Top 10 Research Topics For Students On Marketing on a Budget

Top 10 Research Topics For ABM Students On Personal Branding for Students

100 Research Topics For ABM Students (College Students)

Top 10 Research Topics For Students On Accounting and Finance

Top 10 Research Topics For ABM Students On Marketing and Entrepreneurship

Top 10 Research Topics For Students On Human Resources and Management

Top 10 Research Topics For ABM Students On Operations and Supply Chain

Top 10 Research Topics For Students On Information Technology and Data Analytics

Top 10 Research Topics For ABM Students On Business Ethics and Sustainability

Top 10 Research Topics For Students On Global Business and Economic Trends

Top 10 Research Topics For Students On Case Studies and Industry Analyses

Top 10 Research Topics For ABM Students On Emerging Technologies and their Impact

Top 10 Research Topics For Students On Future of Work and the ABM Profession

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1. Identify Your Interests

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3. Consider Practical Relevance

4. Assess Academic Significance

5. Consult with Professors and Peers

6. Review Published Literature

7. Narrow Down Your Focus

8. Consider Methodology

9. Evaluate Resources

10. Brainstorm and Iterate

11. Align with Career Goals

12. Stay Flexible

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