the different types of research reports

• Research Report: Definition, Types + [Writing Guide]

One of the reasons for carrying out research is to add to the existing body of knowledge. Therefore, when conducting research, you need to document your processes and findings in a research report. 

With a research report, it is easy to outline the findings of your systematic investigation and any gaps needing further inquiry. Knowing how to create a detailed research report will prove useful when you need to conduct research.  

What is a Research Report?

A research report is a well-crafted document that outlines the processes, data, and findings of a systematic investigation. It is an important document that serves as a first-hand account of the research process, and it is typically considered an objective and accurate source of information.

In many ways, a research report can be considered as a summary of the research process that clearly highlights findings, recommendations, and other important details. Reading a well-written research report should provide you with all the information you need about the core areas of the research process.

Features of a Research Report 

So how do you recognize a research report when you see one? Here are some of the basic features that define a research report. 

• It is a detailed presentation of research processes and findings, and it usually includes tables and graphs. 
• It is written in a formal language.
• A research report is usually written in the third person.
• It is informative and based on first-hand verifiable information.
• It is formally structured with headings, sections, and bullet points.
• It always includes recommendations for future actions. 

Types of Research Report 

The research report is classified based on two things; nature of research and target audience.

Nature of Research

• Qualitative Research Report

This is the type of report written for qualitative research . It outlines the methods, processes, and findings of a qualitative method of systematic investigation. In educational research, a qualitative research report provides an opportunity for one to apply his or her knowledge and develop skills in planning and executing qualitative research projects.

A qualitative research report is usually descriptive in nature. Hence, in addition to presenting details of the research process, you must also create a descriptive narrative of the information.

• Quantitative Research Report

A quantitative research report is a type of research report that is written for quantitative research. Quantitative research is a type of systematic investigation that pays attention to numerical or statistical values in a bid to find answers to research questions. 

In this type of research report, the researcher presents quantitative data to support the research process and findings. Unlike a qualitative research report that is mainly descriptive, a quantitative research report works with numbers; that is, it is numerical in nature. 

Target Audience

Also, a research report can be said to be technical or popular based on the target audience. If you’re dealing with a general audience, you would need to present a popular research report, and if you’re dealing with a specialized audience, you would submit a technical report. 

• Technical Research Report

A technical research report is a detailed document that you present after carrying out industry-based research. This report is highly specialized because it provides information for a technical audience; that is, individuals with above-average knowledge in the field of study. 

In a technical research report, the researcher is expected to provide specific information about the research process, including statistical analyses and sampling methods. Also, the use of language is highly specialized and filled with jargon. 

Examples of technical research reports include legal and medical research reports. 

• Popular Research Report

A popular research report is one for a general audience; that is, for individuals who do not necessarily have any knowledge in the field of study. A popular research report aims to make information accessible to everyone. 

It is written in very simple language, which makes it easy to understand the findings and recommendations. Examples of popular research reports are the information contained in newspapers and magazines. 

Importance of a Research Report 

• Knowledge Transfer: As already stated above, one of the reasons for carrying out research is to contribute to the existing body of knowledge, and this is made possible with a research report. A research report serves as a means to effectively communicate the findings of a systematic investigation to all and sundry.  
• Identification of Knowledge Gaps: With a research report, you’d be able to identify knowledge gaps for further inquiry. A research report shows what has been done while hinting at other areas needing systematic investigation. 
• In market research, a research report would help you understand the market needs and peculiarities at a glance. 
• A research report allows you to present information in a precise and concise manner. 
• It is time-efficient and practical because, in a research report, you do not have to spend time detailing the findings of your research work in person. You can easily send out the report via email and have stakeholders look at it. 

Guide to Writing a Research Report

A lot of detail goes into writing a research report, and getting familiar with the different requirements would help you create the ideal research report. A research report is usually broken down into multiple sections, which allows for a concise presentation of information.

Structure and Example of a Research Report

This is the title of your systematic investigation. Your title should be concise and point to the aims, objectives, and findings of a research report. 

• Table of Contents

This is like a compass that makes it easier for readers to navigate the research report.

An abstract is an overview that highlights all important aspects of the research including the research method, data collection process, and research findings. Think of an abstract as a summary of your research report that presents pertinent information in a concise manner. 

An abstract is always brief; typically 100-150 words and goes straight to the point. The focus of your research abstract should be the 5Ws and 1H format – What, Where, Why, When, Who and How. 

• Introduction

Here, the researcher highlights the aims and objectives of the systematic investigation as well as the problem which the systematic investigation sets out to solve. When writing the report introduction, it is also essential to indicate whether the purposes of the research were achieved or would require more work.

In the introduction section, the researcher specifies the research problem and also outlines the significance of the systematic investigation. Also, the researcher is expected to outline any jargons and terminologies that are contained in the research.  

• Literature Review

A literature review is a written survey of existing knowledge in the field of study. In other words, it is the section where you provide an overview and analysis of different research works that are relevant to your systematic investigation. 

It highlights existing research knowledge and areas needing further investigation, which your research has sought to fill. At this stage, you can also hint at your research hypothesis and its possible implications for the existing body of knowledge in your field of study. 

• An Account of Investigation

This is a detailed account of the research process, including the methodology, sample, and research subjects. Here, you are expected to provide in-depth information on the research process including the data collection and analysis procedures. 

In a quantitative research report, you’d need to provide information surveys, questionnaires and other quantitative data collection methods used in your research. In a qualitative research report, you are expected to describe the qualitative data collection methods used in your research including interviews and focus groups. 

In this section, you are expected to present the results of the systematic investigation. 

This section further explains the findings of the research, earlier outlined. Here, you are expected to present a justification for each outcome and show whether the results are in line with your hypotheses or if other research studies have come up with similar results.

• Conclusions

This is a summary of all the information in the report. It also outlines the significance of the entire study. 

• References and Appendices

This section contains a list of all the primary and secondary research sources. 

Tips for Writing a Research Report

• Define the Context for the Report

As is obtainable when writing an essay, defining the context for your research report would help you create a detailed yet concise document. This is why you need to create an outline before writing so that you do not miss out on anything. 

• Define your Audience

Writing with your audience in mind is essential as it determines the tone of the report. If you’re writing for a general audience, you would want to present the information in a simple and relatable manner. For a specialized audience, you would need to make use of technical and field-specific terms. 

• Include Significant Findings

The idea of a research report is to present some sort of abridged version of your systematic investigation. In your report, you should exclude irrelevant information while highlighting only important data and findings. 

• Include Illustrations

Your research report should include illustrations and other visual representations of your data. Graphs, pie charts, and relevant images lend additional credibility to your systematic investigation.

• Choose the Right Title

A good research report title is brief, precise, and contains keywords from your research. It should provide a clear idea of your systematic investigation so that readers can grasp the entire focus of your research from the title. 

• Proofread the Report

Before publishing the document, ensure that you give it a second look to authenticate the information. If you can, get someone else to go through the report, too, and you can also run it through proofreading and editing software. 

How to Gather Research Data for Your Report  

• Understand the Problem

Every research aims at solving a specific problem or set of problems, and this should be at the back of your mind when writing your research report. Understanding the problem would help you to filter the information you have and include only important data in your report. 

• Know what your report seeks to achieve

This is somewhat similar to the point above because, in some way, the aim of your research report is intertwined with the objectives of your systematic investigation. Identifying the primary purpose of writing a research report would help you to identify and present the required information accordingly. 

• Identify your audience

Knowing your target audience plays a crucial role in data collection for a research report. If your research report is specifically for an organization, you would want to present industry-specific information or show how the research findings are relevant to the work that the company does. 

• Create Surveys/Questionnaires

A survey is a research method that is used to gather data from a specific group of people through a set of questions. It can be either quantitative or qualitative. 

A survey is usually made up of structured questions, and it can be administered online or offline. However, an online survey is a more effective method of research data collection because it helps you save time and gather data with ease. 

You can seamlessly create an online questionnaire for your research on Formplus . With the multiple sharing options available in the builder, you would be able to administer your survey to respondents in little or no time. 

Formplus also has a report summary too l that you can use to create custom visual reports for your research.

Step-by-step guide on how to create an online questionnaire using Formplus  

• Sign into Formplus

In the Formplus builder, you can easily create different online questionnaires for your research by dragging and dropping preferred fields into your form. To access the Formplus builder, you will need to create an account on Formplus. 

Once you do this, sign in to your account and click on Create new form to begin. 

• Edit Form Title : Click on the field provided to input your form title, for example, “Research Questionnaire.”
• Edit Form : Click on the edit icon to edit the form.
• Add Fields : Drag and drop preferred form fields into your form in the Formplus builder inputs column. There are several field input options for questionnaires in the Formplus builder. 
• Edit fields
• Click on “Save”
• Form Customization: With the form customization options in the form builder, you can easily change the outlook of your form and make it more unique and personalized. Formplus allows you to change your form theme, add background images, and even change the font according to your needs. 
• Multiple Sharing Options: Formplus offers various form-sharing options, which enables you to share your questionnaire with respondents easily. You can use the direct social media sharing buttons to share your form link to your organization’s social media pages.  You can also send out your survey form as email invitations to your research subjects too. If you wish, you can share your form’s QR code or embed it on your organization’s website for easy access. 

Conclusion  

Always remember that a research report is just as important as the actual systematic investigation because it plays a vital role in communicating research findings to everyone else. This is why you must take care to create a concise document summarizing the process of conducting any research. 

In this article, we’ve outlined essential tips to help you create a research report. When writing your report, you should always have the audience at the back of your mind, as this would set the tone for the document. 

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Research report guide: Definition, types, and tips

Last updated

5 March 2024

Reviewed by

From successful product launches or software releases to planning major business decisions, research reports serve many vital functions. They can summarize evidence and deliver insights and recommendations to save companies time and resources. They can reveal the most value-adding actions a company should take.

However, poorly constructed reports can have the opposite effect! Taking the time to learn established research-reporting rules and approaches will equip you with in-demand skills. You’ll be able to capture and communicate information applicable to numerous situations and industries, adding another string to your resume bow.

• What are research reports?

A research report is a collection of contextual data, gathered through organized research, that provides new insights into a particular challenge (which, for this article, is business-related). Research reports are a time-tested method for distilling large amounts of data into a narrow band of focus.

Their effectiveness often hinges on whether the report provides:

Strong, well-researched evidence

Comprehensive analysis

Well-considered conclusions and recommendations

Though the topic possibilities are endless, an effective research report keeps a laser-like focus on the specific questions or objectives the researcher believes are key to achieving success. Many research reports begin as research proposals, which usually include the need for a report to capture the findings of the study and recommend a course of action.

A description of the research method used, e.g., qualitative, quantitative, or other

Statistical analysis

Causal (or explanatory) research (i.e., research identifying relationships between two variables)

Inductive research, also known as ‘theory-building’

Deductive research, such as that used to test theories

Action research, where the research is actively used to drive change

• Importance of a research report

Research reports can unify and direct a company's focus toward the most appropriate strategic action. Of course, spending resources on a report takes up some of the company's human and financial resources. Choosing when a report is called for is a matter of judgment and experience.

Some development models used heavily in the engineering world, such as Waterfall development, are notorious for over-relying on research reports. With Waterfall development, there is a linear progression through each step of a project, and each stage is precisely documented and reported on before moving to the next.

The pace of the business world is faster than the speed at which your authors can produce and disseminate reports. So how do companies strike the right balance between creating and acting on research reports?

The answer lies, again, in the report's defined objectives. By paring down your most pressing interests and those of your stakeholders, your research and reporting skills will be the lenses that keep your company's priorities in constant focus.

Honing your company's primary objectives can save significant amounts of time and align research and reporting efforts with ever-greater precision.

Some examples of well-designed research objectives are:

Proving whether or not a product or service meets customer expectations

Demonstrating the value of a service, product, or business process to your stakeholders and investors

Improving business decision-making when faced with a lack of time or other constraints

Clarifying the relationship between a critical cause and effect for problematic business processes

Prioritizing the development of a backlog of products or product features

Comparing business or production strategies

Evaluating past decisions and predicting future outcomes

• Features of a research report

Research reports generally require a research design phase, where the report author(s) determine the most important elements the report must contain.

Just as there are various kinds of research, there are many types of reports.

Here are the standard elements of almost any research-reporting format:

Report summary. A broad but comprehensive overview of what readers will learn in the full report. Summaries are usually no more than one or two paragraphs and address all key elements of the report. Think of the key takeaways your primary stakeholders will want to know if they don’t have time to read the full document.

Introduction. Include a brief background of the topic, the type of research, and the research sample. Consider the primary goal of the report, who is most affected, and how far along the company is in meeting its objectives.

Methods. A description of how the researcher carried out data collection, analysis, and final interpretations of the data. Include the reasons for choosing a particular method. The methods section should strike a balance between clearly presenting the approach taken to gather data and discussing how it is designed to achieve the report's objectives.

Data analysis. This section contains interpretations that lead readers through the results relevant to the report's thesis. If there were unexpected results, include here a discussion on why that might be. Charts, calculations, statistics, and other supporting information also belong here (or, if lengthy, as an appendix). This should be the most detailed section of the research report, with references for further study. Present the information in a logical order, whether chronologically or in order of importance to the report's objectives.

Conclusion. This should be written with sound reasoning, often containing useful recommendations. The conclusion must be backed by a continuous thread of logic throughout the report.

• How to write a research paper

With a clear outline and robust pool of research, a research paper can start to write itself, but what's a good way to start a research report?

Research report examples are often the quickest way to gain inspiration for your report. Look for the types of research reports most relevant to your industry and consider which makes the most sense for your data and goals.

The research report outline will help you organize the elements of your report. One of the most time-tested report outlines is the IMRaD structure:

Introduction

...and Discussion

Pay close attention to the most well-established research reporting format in your industry, and consider your tone and language from your audience's perspective. Learn the key terms inside and out; incorrect jargon could easily harm the perceived authority of your research paper.

Along with a foundation in high-quality research and razor-sharp analysis, the most effective research reports will also demonstrate well-developed:

Internal logic

Narrative flow

Conclusions and recommendations

Readability, striking a balance between simple phrasing and technical insight

How to gather research data for your report

The validity of research data is critical. Because the research phase usually occurs well before the writing phase, you normally have plenty of time to vet your data.

However, research reports could involve ongoing research, where report authors (sometimes the researchers themselves) write portions of the report alongside ongoing research.

One such research-report example would be an R&D department that knows its primary stakeholders are eager to learn about a lengthy work in progress and any potentially important outcomes.

However you choose to manage the research and reporting, your data must meet robust quality standards before you can rely on it. Vet any research with the following questions in mind:

Does it use statistically valid analysis methods?

Do the researchers clearly explain their research, analysis, and sampling methods?

Did the researchers provide any caveats or advice on how to interpret their data?

Have you gathered the data yourself or were you in close contact with those who did?

Is the source biased?

Usually, flawed research methods become more apparent the further you get through a research report.

It's perfectly natural for good research to raise new questions, but the reader should have no uncertainty about what the data represents. There should be no doubt about matters such as:

Whether the sampling or analysis methods were based on sound and consistent logic

What the research samples are and where they came from

The accuracy of any statistical functions or equations

Validation of testing and measuring processes

When does a report require design validation?

A robust design validation process is often a gold standard in highly technical research reports. Design validation ensures the objects of a study are measured accurately, which lends more weight to your report and makes it valuable to more specialized industries.

Product development and engineering projects are the most common research-report examples that typically involve a design validation process. Depending on the scope and complexity of your research, you might face additional steps to validate your data and research procedures.

If you’re including design validation in the report (or report proposal), explain and justify your data-collection processes. Good design validation builds greater trust in a research report and lends more weight to its conclusions.

Choosing the right analysis method

Just as the quality of your report depends on properly validated research, a useful conclusion requires the most contextually relevant analysis method. This means comparing different statistical methods and choosing the one that makes the most sense for your research.

Most broadly, research analysis comes down to quantitative or qualitative methods (respectively: measurable by a number vs subjectively qualified values). There are also mixed research methods, which bridge the need for merging hard data with qualified assessments and still reach a cohesive set of conclusions.

Some of the most common analysis methods in research reports include:

Significance testing (aka hypothesis analysis), which compares test and control groups to determine how likely the data was the result of random chance.

Regression analysis , to establish relationships between variables, control for extraneous variables , and support correlation analysis.

Correlation analysis (aka bivariate testing), a method to identify and determine the strength of linear relationships between variables. It’s effective for detecting patterns from complex data, but care must be exercised to not confuse correlation with causation.

With any analysis method, it's important to justify which method you chose in the report. You should also provide estimates of the statistical accuracy (e.g., the p-value or confidence level of quantifiable data) of any data analysis.

This requires a commitment to the report's primary aim. For instance, this may be achieving a certain level of customer satisfaction by analyzing the cause and effect of changes to how service is delivered. Even better, use statistical analysis to calculate which change is most positively correlated with improved levels of customer satisfaction.

• Tips for writing research reports

There's endless good advice for writing effective research reports, and it almost all depends on the subjective aims of the people behind the report. Due to the wide variety of research reports, the best tips will be unique to each author's purpose.

Consider the following research report tips in any order, and take note of the ones most relevant to you:

No matter how in depth or detailed your report might be, provide a well-considered, succinct summary. At the very least, give your readers a quick and effective way to get up to speed.

Pare down your target audience (e.g., other researchers, employees, laypersons, etc.), and adjust your voice for their background knowledge and interest levels

For all but the most open-ended research, clarify your objectives, both for yourself and within the report.

Leverage your team members’ talents to fill in any knowledge gaps you might have. Your team is only as good as the sum of its parts.

Justify why your research proposal’s topic will endure long enough to derive value from the finished report.

Consolidate all research and analysis functions onto a single user-friendly platform. There's no reason to settle for less than developer-grade tools suitable for non-developers.

What's the format of a research report?

The research-reporting format is how the report is structured—a framework the authors use to organize their data, conclusions, arguments, and recommendations. The format heavily determines how the report's outline develops, because the format dictates the overall structure and order of information (based on the report's goals and research objectives).

What's the purpose of a research-report outline?

A good report outline gives form and substance to the report's objectives, presenting the results in a readable, engaging way. For any research-report format, the outline should create momentum along a chain of logic that builds up to a conclusion or interpretation.

What's the difference between a research essay and a research report?

There are several key differences between research reports and essays:

Research report:

Ordered into separate sections

More commercial in nature

Often includes infographics

Heavily descriptive

More self-referential

Usually provides recommendations

Research essay

Does not rely on research report formatting

More academically minded

Normally text-only

Less detailed

Omits discussion of methods

Usually non-prescriptive 

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Types of Research Report

The reason for the types of research report writing is to communicate to the interested persons the complete result of the study in adequate detail and to settle on him the legality of the conclusions.

As the termination of the research investigation, the types of research report contains a portrayal of different stages of the inspection and the conclusions arrived at. Thus it is the last part of a research bustle that gives an explanation of a long expedition on the pathway of finding a new acquaintance or modified facts.

• Various Types of Research Report

Various Types of Research Report Writing

Types of report in research, types of report writing, characteristics of an effective research report , terminology, notation, and writing style , faqs about research report.

Writing a types of research report is a mechanical task as it requires not only dexterity on the part of the researcher but also extensive effort, endurance, and infiltration, a by and large loom to the problem, data, and analysis along with clutch over language and greater neutrality, all springing from significant contemplation.

Goal-Oriented Research Report

Writing a types of research report writing also occupy adequate planning and a gigantic quantity of research. That apart, the exactness of the types of research report writing is also recognized to the lucidity of thought, imagination, and aptitude of the researcher.

Although a specific standard norm for the organization is not doable, a good report writer should always be cognizant about the valuable and purposeful communication with the social order by conveying the interested persons the complete outcome of the lessons so as to make sure each reader to figure out the data and to allow himself to cognize the strength of the conclusions.

Deliberation of certain questions like who says ‘what is it about’, ‘to whom’, ‘in what manner’, and ‘of what use’ will facilitate the researcher in preparing a regular types of research report writing .

No consistent types of research report writing can be prepared to supply to the needs of different categories of audiences. The report should always integrate the substance which will be of alarm to the objective audience, may that be a researcher of basic research or functional research, practitioners, strategy formulators, funding agents or sponsors, or even the common public. To a report writer, the prima facie task may come into view as an easy matter, but in real terms, this is a phenomenal task as uncertainty about goal-oriented group results in ineffective communication. 

However, different types of Research Reports writing are as follows:-

1. Journal Articles

It is helpful to make acquainted yourself with the diverse types of articles published by journals. Although it may emerge that there are a great number of types of articles published due to the broad assortment of names they are published under, most articles published are one of the following types-  creative Research, evaluation Articles, Short Reports, or Letters, Case Studies, Methodologies.

This is the most widespread type of journal manuscript used to put out full reports of data from research. It may be called an Original Article or Research Article, depending on the journal. The Original Research arrangement is suitable for many unusual fields and different types of studies. It embraces full Introduction, Methods, Results, and Discussion segments.

These papers converse brief reports of data from original research that editors consider will be motivating to many researchers and that will be liable to encourage further research in the field. As they are comparatively short in size, the set-up is functional for scientists with results that are time responsive. This layout often has firm length limits, so some untried details may not be published in anticipation of the authors write a full Original Research document. These papers are in addition sometimes called Concise Communications .

Review Articles offer a broad abstract of research on a definite topic, and a standpoint on the state of the field and where it is being directed. They are frequently written by leaders in a meticulous discipline after enticement from the editors of a journal. Reviews are often widely read and are exceedingly cited. Reviews generally mention approximately 100 primary examination articles.

These articles account for precise instances of interesting phenomena. A purpose of Case Studies is to make other researchers conscious of the opportunity that an explicit phenomenon might transpire. This type of study is frequently used in medicine to account for the happening of formerly unknown or emerging pathologies.

These articles current a new investigational method, test, or course of action. The method described may either be entirely new or may proffer a better edition of an existing method. The article should portray a verifiable advance on what is presently accessible.

2. Technical Research Reports

One of the major forms of communication in engineering is the scientific report. In the place of work, the report is a real working document written by engineers for clients, executives, and other engineers. This means every testimony has a rationale beyond the simple presentation of information. Some common purposes are to:

• persuade a government agency of the consequence of a particular course of action
• sway a client that your clarification will fulfill their needs
• induce the public that a proposed venture will bring remuneration
• persuade a government or council to approve a particular course of action
• influence a client to prefer one design over another
• plead your case before an organization to partner with your company on a plan

3. Monographs or Books

Research monographs can be reformatted editions of dissertations, theses, or other noteworthy research reports. Monographs are published by academia presses and profitable scholarly publishers.

A summit of distinction is that authors may get a royalty reimbursement for monographs, whereas, for a good number of other research broadcasting, such as journal articles and conference papers, authors do not accept direct payment. 

As a profitable work, a monograph will characteristically be edited to be decipherable to a more universal or specific audience, depending on to whom the publisher will be marketing the book.

The distribution of a research monograph will likely testosterone steroids for sale be individuals with anecdotal levels of proficiency in the field, ranging from students to academics, practitioners to arrange people. When writing, you can presuppose the reader will have some curiosity about the topic, but he or she may not have many milieus in the field.

The required complexity or quality of research of a Monograph can fluctuate by country, university, or program, and the required lowest study period. The word “Monograph” can at times be used to describe a discourse without relation to obtaining an academic extent. The term “Monograph” is also used to pass on to the general state of an essay or analogous work.

4. Professional Meetings

A meeting needs a clear purpose declaration. The exact goal for the specific meeting will evidently relate to the whole goal of the group or committee. Formative your purpose is central to a successful meeting and getting.

A meeting should not be scheduled just because it was held at the same time last month or because it is a standing committee. Members will show antipathy towards the intrusion into their schedules and hastily perceive the short of purpose.

Similarly, if the need for a meeting crops up, one should not dash into it without planning. An inadequately planned meeting announced at the last minute is in no doubt to be less than useful.

People may be powerless to change their schedules, may fall short to concentrate, or may hinder the advancement and debate of the group because of their nonappearance. Those who concentrate may feel stalled because they needed more time to organize and present all-inclusive results to the assemblage or committee.

5. Seminars

A seminar may be defined as an assembly of people for the intention of discussing a stated topic. Such gatherings are typically interactive sessions where the participants fit into place in discussions about the demarcated topic. The sessions are frequently headed or led by one or two presenters who dole out to maneuver the discussion along the preferred conduit.

A seminar may have numerous purposes or just one purpose. For a case in point, a seminar may be for the rationale of education, such as a lecture, where the contributor engages in the discussion of an academic subject for the intention of gaining a superior approach to the subject. Other forms of instructive seminars might be held to notify some skills or acquaintance to the participants. 

6. Symposia

A symposium is a public meeting concerning a theme in which people give presentations. If your knitting club holds a symposium, assorted knitters will give presentations about no matter what has to do with knitting. A symposium can be a one-time consultation or a regular meeting, but it will most likely include some quantity of discussion or public speeches on a picky subject.

Many people who will be present at symposiums will be an ingredient of the audience for numerous of the presentations, but throughout the route of the event, give their own arrangement or be part of a board conversation.

The main dissimilarity between a symposium and a discussion is that a symposium has a propensity to be alike to a conference, but lesser. The definition of a symposium isn’t totally noticeable.

However, similarly to a workshop, a symposium tends to core on a meticulous matter rather than a more general premise. Usually, a number of experts will come together in order to present their ideas and papers to one another.

A symposium is typically completed in a solo day. Symposiums may be more impressive than a conference, with prominence on authority presenting their work and occasionally discussing it afterward (though not to the degree of a seminar). To conclude, symposiums will normally be smaller than a convention or a seminar.

7. Workshops

This is an inventory of our most popular workshop filament. It is suggested that institutions commence with an opening workshop in grave thinking. Any of these strands can be united to focus on the ambition and needs of your institution.

The presenters can converse workshop possibilities with you, and formulate recommendations pedestal to your needs. This is strappingly recommended for those who have not beforehand taken a foundational workshop in significant thinking.

We need to focus, therefore, on teaching students to learn not haphazard bits and pieces of information, but systems, an organized association of concepts, active modes of accepted wisdom.

Each session is designed to construct on the preceding sessions and cultivates mounting knowledge of and skill in critical researches. Explicit topics include the intellectual standards necessary for in-depth, higher-order learning, the essential expressions of critical thinking, the micro-skills and macro-abilities of significant thinking, and the consequence of exactitude in language usage.

Reports in research are recorded data prepared by researchers following the analysis of information gathered by carrying out organized research, on average in the appearance of surveys or qualitative methods. Reports more often than not are spread athwart a cosmic horizon of topics but are focused on communicating information about a scrupulous topic and a very alcove target market. The principal motive of research reports is to put across integral details about a study for marketers to think about while designing new stratagems.

Definite events, facts, and other information based on episodes need to be relayed on to the people in charge, and creating research reports is the most successful communication device. Ideal research reports are tremendously accurate in the offered information with a comprehensible intention and conclusion.

There should be a spotless and structured layout for these reports to be valuable in relaying information. Variations of organizational characters and their goals have given birth to various types of research report writing in different categories of research. The types of reports keeping a proper congruency with the type of research fall under the subsequent variations as mentioned below:- 

Research is very important for launching a fresh product/service or a new attribute. The markets today are tremendously impulsive and competitive due to new competitors every day that may or may not provide effective products. An organization needs to construct the right decisions at the right time to be germane in such a market with updated products that be adequate customer demands.

The details of a research report may transform with the rationale of research but the main components of a statement will remain invariable. The research comes close to the market researcher also sways the style of writing reports. Here are seven key components of an industrious types of research report writing :

Research Report Summary

The whole purpose along with the general idea of research is to be included in a précis which is a combination of paragraphs in length. All the numerous components of the research are explained in succinct under the report outline. It should be interesting as much as necessary to incarcerate all the key elements of the report.

Research Introduction

There always is a principal goal that the researcher is trying to accomplish through a report. In the overture section, he/she can swathe answers related to this target and establish a hypothesis that will be included to endeavor and answer it in a facet. This section should respond to an integral question: “What is the current situation of the goal?”  Ensuing to the research was conducted, did the organization tops the goal fruitfully or they are unmoving a work in growth; provide such details in the preamble part of the research report.

Research Methodology

This is the most important segment of the report where all the important information lies. The readers can put on data for the topic along with analyzing the eminence of provided satisfied and the research can also be approved by other market researchers. Thus, this piece needs to be vastly informative with each facet of research discussed in detail. Information needs to be expressed in sequential order according to its main concern and import. Researchers should comprise references in case they gained information from nearby techniques.

Research Results

A small narrative of the results the length with calculations conducted to accomplish the goal will form this segment of results. Usually, the description after data investigation is carried out in the debate part of the report.

Research Discussion

The results are discussed in tremendous detail in this sector along with a proportional analysis of reports that could perhaps exist in the same sphere. Any aberration uncovered during the research will be deliberated in the dialogue section. While writing research reports, the researcher will have to unite the dots on how the results will be relevant in the factual world.

Research References and Conclusion

Terminate all the research findings along with mentioning each and every author, piece, or any comfortable piece from where references were taken.

Things to Consider While Writing Report

The final step in the research course is writing the research report. Every step of the process is vital for a legitimate study, as inattention at any stage will concern the quality of not immediately that part but the entire study. In a way, this last step is the nearly all decisive portion as it is throughout the types of report that the findings of the cram and their implication have corresponded to the supervisor and readers.

Most of the researchers will not be responsive to the quantity and quality of work that has gone into the study. While to a great extent hard work and heed may have been put into every phase of the research, all readers distinguish the report specifically out of the whole work. Therefore, the whole venture can be spoiled if the report is not sound. 

In addition to the considerate of research methodology, the eminence of the report depends on winning such things as the written communication skills and lucidity of contemplation, the ability to articulate thoughts in a reasonable and chronological way, and the researcher’s knowledge support of the subject vicinity.

Experience of Investigator

Another chief determinant is the experience of the investigator in research writing: the more experience the researcher gets hold of, the more efficient investigator the person becomes in writing a research report. The use of algebraic procedures further strengthens the potency of the conclusions and points of view as they enable the researcher to set and designate the strength of an association. 

Use of Graphs

The use of graphs to demonstrate the findings, though not indispensable, will make the information more effortlessly understood by the readers. As stated in the preceding chapter, whether or not graphs are used depends ahead on the rationale for which the result is to be used. The main disparity between research and other writings is in the quantity of control, thoroughness and concern required. Research writing is controlled in the wisdom that the researcher needs to be tremendously vigilant about what she writes, the words she opts for, the way she puts across the ideas, and the legality and verifiability of the basis for the conclusions she draws. 

Another significant parameter that discerns research writing from other writing is the towering degree of scholarly severity required. Research writing must be completely accurate, lucid, free of haziness, logical, and brief. Report writing should not be based upon suppositions about knowledge of the readers about the study. One should bear in mind that she must be able to preserve whatever she writes. A Research Report should not contain any ornamental and shallow language. Even the best researchers make a number of summaries before writing up their ultimate one.

Communication of Findings

The way findings are communicated differs in quantitative and qualitative research. As mentioned earlier, in qualitative research the findings are mostly communicated in evocative or narrative set-up written around the major themes, events, or discourses that come out from the research findings. The main intention is to describe the discrepancy in a phenomenon, circumstances, event, or chapter without making an endeavor to quantify the difference.

One of the ways of the inscription of a qualitative report can be described parallel to the data analysis process, in one hand. On the other hand, the writing in the research leaned toward quantitative data, in the count to being descriptive, also includes its quantification. Depending upon the idea of the study, statistical procedures and tests can also turn into a part of the research writing to bear the findings.

Chapterization

To develop an outline before beginning the research report is crucial. This involves a process of decision making how a researcher is going to divide her report into different chapters and also planning the elementary content of each chapter. In developing Chapterization, the sub-objectives of the study or the major noteworthy themes that emerged from the substantial analysis can make available massive supervision. 

It is vital to develop the chapters around more or less the significant sub-objectives or themes of the aspired study. Depending upon the weight of a premise, either the researcher needs to devote a complete chapter to it or merge it with related themes to structure one chapter. 

As the methodology is concerned, the first chapter of the research report should be a general introduction to the study, covering the majority of the research project tender and pointing out the deviations, if any, from the novel plan. 

Realistic Report

All the facts and information presented in the research report not only have to be bias-free, but they also have to be 100% truthful. Proof-reading and fact-checking is constantly what you do as a thumb rule prior to submitting a report. Reports are written with much scrutiny. The purpose of report writing is indispensable to notify the reader about an issue, minus one’s estimation on the topic. It’s basically a rendering of facts, as it is.

Even if one gives conjecture, firm analysis, charts, tables, and  data  are provided. In many cases, what is required is your proposition for an unambiguous case after a realistic report. That depends on why you are writing the report and who you are writing it for in the primary place. Knowing your audience’s purpose for asking for that report is very imperative as it sets the track of the facts alerted on your report.

Based on some special characteristics, a writing style of a report can be of a definite kind. For example, familiar reports in the office recognized contexts may not be apposite. In that case, even if your report is on the summit and the best, just the structure or format or language could effort against the report.

All Types of Writing Style of Research Reports and their Explanation

Long Report and Short Reports

These kinds of reports are fairly clear, as the name suggests. A two-page report or from time to time referred to as a memorandum is petite, and a thirty-page report is utterly long. But what makes a clear splitting up of short reports or long reports can be observed by that longer reports are by and large written in a formal style.

Internal and External Reports

As the forename suggests, an in-house report stays within a definite organization or faction of people. In the case of office scenery, internal reports are for within the institute. We get ready with the external reports, such as a news report in the newspaper about a happening or the yearly reports of companies for distribution exterior to the organization. We also call these public reports.

Vertical and Lateral Reports

This is about the pecking order of the reports’ definitive target. If the report is for your administration or for your mentees, it’s a perpendicular report. Wherever a track of upwards or downwards comes into the suggestion, we call it a vertical report. Lateral reports, on the other hand, lend a hand in harmonization within the organization.  A report traveling flanked by units of the identical organization level is a lateral report.

Periodic Reports

Periodic reports are sent out on frequently pre-scheduled dates. In most cases, their route is aloft and serves as running control by the management. Some, like annual reports, is not upright but is a Government authorization to be periodic in character.

Formal and Informal Reports

Formal reports are scrupulously structured. They have a focal point on detachment and organization, enclose a deeper aspect, and the writer must write them in a style that abolishes factors like personal pronouns. Informal reports are frequently short messages with free-flowing, relaxed use of language. We commonly describe the domestic report/memorandum as an informal report.

Informational and Analytical Reports

Informational reports such as attendance reports, annual budget reports, monthly financial reports, etc. lug intentional information from one area of an organization to maybe a superior system. Analytical reports like scientific research, feasibility reports, and employee assessment show attempts to resolve genuine problems. These analytical reports usually necessitate suggestions at the closing stages.

Proposal Reports

These kinds of reports are like a lean-to to the analytical or problem-solving reports. A pitch is a document one prepares to portray how one organization can offer a way out to a problem they are facing. There is habitually always a call to arrange a report in a trade set-up. The end target is usually very solution-tilting. Therefore, we call such kinds of reports as proposal reports.

Functional Reports

These kinds of reports comprise marketing reports, fiscal reports, accounting reports, and a range of other reports that supply a function solely. By and large, we can contain almost all reports in most of these categories. Moreover, we can embrace a particular report on numerous kinds of reports

Types of Research Report writing with Example

This section is intended to facilitate researchers to write more efficient and more readable research reports. It will be helpful to people who are in general good writers but have slight or no familiarity with writing different types of the research reports; may also be cooperative to people who are experienced at writing this category of research report but whose reports are not as decipherable and effective as they might be.

It also focuses on the problems that take place in the writing of a fastidious type of research report. Many people who inscribe reports of experimental research studies also write theoretical papers, methodological papers, spot papers, book reviews, or other types of piece of writing. Therefore, this concluding section is aimed to be a compendium of supportive instruction. 

An effective Types of research report writing has the following 4 distinctiveness:

• Focus : It emphasizes the imperative information. 
• Accuracy : It does not deceive the reader. 
• Clarity : It does not baffle the reader. 
• Conciseness : It does not fritter away the reader’s time. 

The research report helps your table and carry out the study because it compels you to imagine systematically about what you want the study to achieve. You can commence writing the introductory segment of the report as soon as you have determined on the universal approach your study will go after. You can start writing the results piece of the report before you draw to a close analyzing the data. The decisions you build in creating these tables and figures will facilitate you to choose how to analyze your data.

Terminology must be chosen to maintain the degree of your target readers’ understandings. Types of research report writing comprise technical terms. Before you start writing the report, make a decision on who your intended readers are. If you don’t know whether those readers will be recognizable with the technical terms you propose to use, make an attempt to discover that out.  Moreover, you need to avoid labels that have overloaded meaning which implies to the labels that incorporate more information than the dimension of the patchy data actually provides. 

You also need to avoid using terms like Type I blunder and Type II inaccuracy. When readers see a recognizable term, they anticipate that term to have its common meaning. If the meaning you propose is not exactly identical to the usual meaning of the term, the readers will be baffled. Therefore, it is better to use a dissimilar term. If you bring in a new term, make certain the readers appreciate the appropriate meaning of that term. 

In this article, we’ll answer some frequently asked questions about research reports to help you better understand how to write and format them effectively.

A report is a given written version of “somewhat that one has pragmatically witnessed, heard, done, or explored”.

An interesting topic and solid thesis; Good structure and organization; Referenced supporting ideas; Strong claims and arguments; Correct grammar and spelling.

A good way to improve your writing skills is by reading and using other reports as a model of how yours should look like. Seeing different writing styles will help you to develop your own.

Related Articles

• Learning How To Write A Research Paper
• Types of Research Methodology
• Types of Assessment of Learning
• Importance of Research in Higher Education

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Sujata Mehta

Founder and Editor-In-Chief of Eduvoice India, who is determined to transform the India Education System into a World-Class Education System. Sujata has worked in the Higher Education Industry for almost half a decade and has evaluated the situation from ground zero.

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A Guide To The Top 14 Types Of Reports With Examples Of When To Use Them

Table of Contents

1) What Is The Report Definition?

2) Top 14 Types Of Reports

3) What Does A Report Look Like?

4) What To Look For In A Reporting Tool

Businesses have been producing reports forever. No matter what role or industry you work in, chances are that you have been faced with the task of generating a tedious report to show your progress or performance.

While reporting has been a common practice for many decades, the business world keeps evolving, and with more competitive industries, the need to generate fast and accurate reports becomes critical. This presents a problem for many modern organizations today, as building reports can take from hours to days. In fact, a survey about management reports performed by Deloitte says that 50% of managers are unsatisfied with the speed of delivery and the quality of the reports they receive. 

With this issue in mind, several BI tools have been developed to assist businesses in generating interactive reports with just a few clicks, enhancing the way companies make critical decisions and service insights from their most valuable data.

But, with so many types of reports used daily, how can you know when to use them effectively? How can you push yourself ahead of the pack with the power of information? Here, we will explore the 14 most common types of reports in business and provide some examples of when to use them to your brand-boosting advantage. In addition, we will see how online dashboards have overthrown the static nature of classic reports and given way to a much faster, more interactive way of working with data.

Let’s get started with a brief report definition.

What Is The Report Definition?

A report is a document that presents relevant business information in an organized and understandable format. Each report is aimed at a specific audience and business purpose, and it summarizes the development of different activities based on goals and objectives.  

That said, there are various types of reports that can be used for different purposes. Whether you want to track the progress of your strategies or stay compliant with financial laws, there is a different report for each task. To help you identify when to use them, we will cover the top 14 most common report formats used for businesses today. 

What Are The Different Types Of Reports?

1. Informational Reports 

The first in our list of reporting types is informational reports. As their name suggests, this report type aims to give factual insights about a specific topic. This can include performance reports, expense reports, and justification reports, among others. A differentiating characteristic of these reports is their objectivity; they are only meant to inform but not propose solutions or hypotheses. Common informational reports examples are for performance tracking, such as annual, monthly, or weekly reports . 

2. Analytical Reports 

This report type contains a mix of useful information to facilitate the decision-making process through a mix of qualitative and quantitative insights as well as real-time and historical insights. Unlike informational reports that purely inform users about a topic, this report type also aims to provide recommendations about the next steps and help with problem-solving. With this information in hand, businesses can build strategies based on analytical evidence and not simple intuition. With the use of the right BI reporting tool , businesses can generate various types of analytical reports that include accurate forecasts via predictive analytics technologies. Let's look at it with an analytical report example.

**click to enlarge**

The example above is the perfect representation of how analytical reports can boost a business’s performance. By getting detailed information such as sales opportunities, a probability rate, as well as an accurate pipeline value forecast based on historical data, sales teams can prepare their strategies in advance, tackle any inefficiencies, and make informed decisions for increased efficiency. 

3. Operational Reports 

These reports track every pertinent detail of the company's operational tasks, such as its production processes. They are typically short-term reports as they aim to paint a picture of the present. Businesses use this type of report to spot any issues and define their solutions or to identify improvement opportunities to optimize their operational efficiency. Operational reports are commonly used in manufacturing, logistics, and retail as they help keep track of inventory, production, and costs, among others. 

4. Product Reports

As its name suggests, this report type is used to monitor several aspects related to product development. Businesses often use them to track which of their products or subscriptions are selling the most within a given time period, calculate inventories, or see what kind of product the client values the most. Another common use case of these reports is to research the implementation of new products or develop existing ones. Let’s see it in more detail with a visual example. 

The image above is a product report that shows valuable insights regarding usage intention, purchase intention, willingness to pay, and more. In this case, the report is based on the answers from a survey that aimed to understand how the target customer would receive a new product. Getting this level of insights through this report type is very useful for businesses as it allows them to make smart investments when it comes to new products as well as set realistic pricing based on their client’s willingness to pay. 

5. Industry Reports 

Next in our list of the most common kinds of reports, we have industry-specific reports. Typically, these reports provide an overview of a particular industry, market, or sector with definitions, key trends, leading companies, and industry size, among others. They are particularly useful for businesses that want to enter a specific industry and want to learn how competitive it is or for companies who are looking to set performance benchmarks based on average industry values. 

6. Department Reports

These reports are specific to each department or business function. They serve as a communication tool between managers and team members who must stay connected and work together for common goals. Whether it is the sales department, customer service, logistics, or finances, this specific report type helps track and optimize strategies on a deeper level. Let’s look at it with an example of a team performance report . 

The image above is a department report created with an online data analysis tool , and it tracks the performance of a support team. This insightful report displays relevant metrics such as the top-performing agents, net promoter score, and first contact resolution rate, among others. Having this information in hand not only helps each team member to keep track of their individual progress but also allows managers to understand who needs more training and who is performing at their best. 

7. Progress Reports

From the brunch of informational reports, progress reports provide critical information about the status of a project. These reports can be produced on a daily, weekly, or monthly basis by employees or managers to track performance and fine-tune tasks for the better development of the project. Progress reports are often used as visual materials to support meetings and discussions. A good example is a KPI scorecard . 

8. Internal Reports

A type of report that encompasses many others on this list, internal reports refer to any type of report that is used internally in a business. They convey information between team members and departments to keep communication flowing regarding goals and business objectives. 

As mentioned above, internal reports are useful communication tools to keep every relevant person in the organization informed and engaged. This healthcare report aims to do just that. By providing insights into the performance of different departments and areas of a hospital, such as in and outpatients, average waiting times, treatment costs, and more, healthcare managers can allocate resources and plan the schedule accurately, as well as monitor any changes or issues in real-time. 

9. External Reports

Although most of the reports types listed here are used for internal purposes, not all reporting is meant to be used behind closed doors. External reports are created to share information with external stakeholders such as clients or investors for budget or progress accountability, as well as to governmental bodies to stay compliant with the law requirements.

The image above is the perfect example of an external client report from an IT project. This insightful report provides a visual overview of every relevant aspect of the project's development. From deadlines, budget usage, completion stage, and task breakdown, clients can be fully informed and involved in the project. 

10. Vertical & Lateral Reports 

Next, in our rundown of types of reports, we have vertical and lateral reports. This reporting type refers to the direction in which a report travels. A vertical report is meant to go upward or downward the hierarchy, for example, a management report. A lateral report assists in organization and communication between groups that are at the same level of the hierarchy, such as the financial and marketing departments.

11. Research Reports

Without a doubt, one of the most vital reporting types for any modern business is centered on research. Being able to collect, collate, and drill down into insights based on key pockets of your customer base or industry will give you the tools to drive innovation while meeting your audience’s needs head-on.

The image above is a market research analytics report example for customer demographics. It serves up a balanced blend of metrics that will empower you to boost engagement as well as retention rates. Here, you can drill down into your audience’s behaviors, interests, gender, educational levels, and tech adoption life cycles with a simple glance.

What’s particularly striking about this dashboard is the fact that you can explore key trends in brand innovation with ease, gaining a working insight into how your audience perceives your business. This invaluable type of report will help you get under the skin of your consumers, driving growth and loyalty in the process.

12. Strategic Reports

Strategy is a vital component of every business, big or small. Strategic analytics tools are perhaps the broadest and most universal of all the different types of business reports imaginable.

These particular tools exist to help you understand, meet, and exceed your most pressing organizational goals consistently by serving up top-level metrics on a variety of initiatives or functions.

By working with strategic-style tools, you will:

• Improve internal motivation and engagement
• Refine your plans and strategies for the best possible return on investment (ROI)
• Enhance internal communication and optimize the way your various departments run
• Create more room for innovation and creative thinking

13. Project Reports

Projects are key to keeping a business moving in the right direction while keeping innovation and evolution at the forefront of every plan, communication, or campaign. But without the right management tools, a potentially groundbreaking project can become a resource-sapping disaster.

A project management report serves as a summary of a particular project's status and its various components. It's a visual tool that you can share with partners, colleagues, clients, and stakeholders to showcase your project's progress at multiple stages. Let’s look at our example and dig a little deeper.

To ensure consistent success across the board, the kinds of reports you must work with are based on project management. 

Our example is a project management dashboard equipped with a melting pot of metrics designed to improve the decision-making process while keeping every facet of your company’s most important initiatives under control. Here, you can spot pivotal trends based on costs, task statuses, margins, costs, and overall project revenue. With this cohesive visual information at your fingertips, not only can you ensure the smooth end-to-end running of any key project, but you can also drive increased operational efficiency as you move through every significant milestone.

14. Statutory Reports

It may not seem exciting or glamorous, but keeping your business's statutory affairs in order is vital to your ongoing commercial health and success.

When it comes to submitting such vital financial and non-financial information to official bodies, one small error can result in serious repercussions. As such, working with statutory types of report formats is a water-tight way of keeping track of your affairs and records while significantly reducing the risk of human error.

Armed with interactive insights and dynamic visuals, you will keep your records clean and compliant while gaining the ability to nip any potential errors or issues in the bud.

What Does A Report Look Like?

Now that we’ve covered the most relevant types of reports, we will answer the question: what does a report look like? 

As mentioned at the beginning of this insightful guide, static reporting is a thing of the past. With the rise of modern technologies like self-service BI tools , the use of interactive reports in the shape of business dashboards has become more and more popular among companies.

Unlike static reports that take time to be generated and are difficult to understand, modern reporting tools are intuitive. Their visual nature makes them easy to understand for any type of user, and they provide businesses with a central view of their most important performance indicators for an improved decision-making process. Here, we will cover 20 useful dashboard examples from different industries, functions, and platforms to put the value of dashboard reporting into perspective. 

1. Financial Report

Keeping finances in check is critical for success. This financial report offers an overview of the most important financial metrics that a business needs to monitor its economic activities and answer vital questions to ensure healthy finances. 

With insights about liquidity, invoicing, budgeting, and general financial stability, managers can extract long and short-term conclusions to reduce inefficiencies, make accurate forecasts about future performance, and keep the overall financial efficiency of the business flowing. For instance, getting a detailed calculation of the business's working capital can allow you to understand how liquid your company is. If it's higher than expected, it means you have the potential to invest and grow—definitely, one of the most valuable types of finance reports.

2. Marketing Report 

Our following example is a marketing report that ensures a healthy return on investment from your marketing efforts. This type of report offers a detailed overview of campaign performance over the last 12 weeks. Having access to this information enables you to maximize the value of your promotional actions, keeping your audience engaged by providing a targeted experience. 

For instance, you can implement different campaign formats as a test and then compare which one is most successful for your business. This is possible thanks to the monitoring of important marketing metrics such as the click-through rate (CTR), cost per click (CPC), cost per acquisition (CPA), and more. 

The visual nature of this report makes it easy to understand important insights at a glance. For example, the four gauge charts at the top show the total spending from all campaigns and how much of the total budget of each campaign has been used. In just seconds, you can see if you are on target to meet your marketing budgets for every single campaign. 

3. Sales Report

An intuitive sales dashboard like the one above is the perfect analytical tool to monitor and optimize sales performance. Armed with powerful high-level metrics, this report type is especially interesting for managers, executives, and sales VPs as it provides relevant information to ensure strategic and operational success. 

The value of this sales report lies in the fact that it offers a complete and comprehensive overview of relevant insights needed to make smart sales decisions. For instance, at the top of an analysis tool, you get important metrics such as the number of sales, revenue, profit, and costs, all compared to a set target and to the previous time period. The use of historical data is fundamental when building successful sales strategies as they provide a picture of what could happen in the future. Being able to filter the key metrics all in one screen is a key benefit of modern reporting. 

4. HR Report 

Our next example of a report is about human resources analytics . The HR department needs to track various KPIs for employee performance and effectiveness. But overall, they have to ensure that employees are happy and working in a healthy environment since an unhappy workforce can significantly damage an organization. This is all possible with the help of this intuitive dashboard. 

Providing a comprehensive mix of metrics, this employee-centric report drills down into every major element needed to ensure successful workforce management. For example, the top portion of the dashboard covers absenteeism in 3 different ways: yearly average, absenteeism rate with a target of 3.8%, and absenteeism over the last five years. Tracking absenteeism rates in detail is helpful as it can tell you if your employees are skipping work days. If the rate is over the expected target, then you have to dig deeper into the reasons and find sustainable solutions. 

On the other hand, the second part of the dashboard covers the overall labor effectiveness (OLE). This can be tracked based on specific criteria that HR predefined, and it helps them understand if workers are achieving their targets or if they need extra training or help. 

5. Management Report

Managers must monitor big amounts of information to ensure that the business is running smoothly. One of them being investor relationships. This management dashboard focuses on high-level metrics that shareholders need to look at before investing, such as the return on assets, return on equity, debt-equity ratio, and share price, among others. 

By getting an overview of these important metrics, investors can easily extract the needed information to make an informed decision regarding an investment in your business. For instance, the return on assets measures how efficiently are the company's assets being used to generate profit. With this information, investors can understand how effectively your company deploys available resources compared to others in the market. Another great indicator is the share price; the higher the increase in your share price, the more money your shareholders are making from their investment. 

6. IT Report 

Just like all the other departments and sections covered in this list, the IT department is one that can especially benefit from these types of reports. With so many technical issues to solve, the need for a visual tool to help IT specialists stay on track with their workload becomes critical. 

As seen in the image above, this IT dashboard offers detailed information about different system indicators. For starters, we get a visual overview of the status of each server, followed by a detailed graph displaying the uptime & downtime of each week. This is complemented by the most common downtown issues and some ticket management information. Getting this level of insight helps your IT staff to know what is happening and when it is happening and find proper solutions to prevent these issues from repeating themselves. Keeping constant track of these metrics will ensure robust system performance. 

7. Procurement Report

The following example of a report was built with intuitive procurement analytics software , and it gives a general view of various metrics that the procurement department needs to work with regularly. 

With the possibility to filter, drill down, and interact with KPIs, this intuitive procurement dashboard offers key information to ensure a healthy supplier relationship. With metrics such as compliance rate, the number of suppliers, or the purchase order cycle time, the procurement team can classify the different suppliers, define the relationship each of them has with the company, and optimize processes to ensure it stays profitable.

8. Customer Service Report

Following our list of examples of reports is one from the support area. Armed with powerful customer service KPIs , this dashboard is a useful tool to monitor performance, spot trends, identify strengths and weaknesses, and improve the overall effectiveness of the customer support department. 

Covering aspects such as revenue and costs from customer support as well as customer satisfaction, this complete analysis tool is the perfect tool for managers who have to keep an eye on every little detail from a performance and operational perspective. For example, by monitoring your customer service costs and comparing them to the revenue, you can understand if you are investing the right amount into your support processes. This can be directly related to your agent’s average time to solve issues; the longer it takes to solve a support ticket, the more money it will cost and the less revenue it will bring. If you see that your agents are taking too long to solve an issue, you can think of some training instances to help them reduce this number. 

9. Market Research Report 

This list of report types examples would not be complete without a market research report . Market research agencies deal with a large amount of information coming from surveys and other research sources. Taking all this into account, the need for reports that can be filtered for deeper interaction becomes more necessary for this industry than any other. 

The image above is a brand analytics dashboard that displays the survey results about how the public perceives a brand. This savvy tool contains different charts that make it easy to understand the information visually. For instance, the map chart with the different colors lets you quickly understand in which regions each age range is located. The charts can be filtered further to see the detailed answers from each group for a deeper analysis. 

10. Social Media Report 

Last but not least, we have a social media report .  This scorecard format dashboard monitors the performance of 4 main social media channels: Facebook, Twitter, Instagram, and YouTube, and it serves as a perfect visual overview to track the performance of different social media efforts and achievements. 

Tracking relevant metrics such as followers, impressions, clicks, engagement rates, and conversions, this report type serves as a perfect progress report to show to managers or clients who need to see the status of their social channels. Each metric is shown in its actual value and compared to a set target. The colors green and red from the fourth column let you quickly understand if a metric is over or under its expected target. 

11. Logistics Report

Logistics are the cornerstone of an operationally fluent and progressive business. If you deal with large quantities of goods and tangible items, in particular, maintaining a solid logistical strategy is vital to ensuring you maintain your brand reputation while keeping things flowing in the right direction.

A prime example of the types of data reporting tool designed to improve logistical management, our warehouse KPI dashboard is equipped with metrics required to maintain strategic movement while eliminating any unnecessary costs or redundant processes. Here, you can dig into your shipping success rates across regions while accessing warehouse costs and perfect order rates in real-time. If you spot any potential inefficiencies, you can track them here and take the correct course of action to refine your strategy. This is an essential tool for any business with a busy or scaling warehouse.

12. Manufacturing Report

Next, in our essential types of business reports examples, we’re looking at tools made to improve your business’s various manufacturing processes.

Our clean and concise production tool is a sight to behold and serves up key manufacturing KPIs that improve the decision-making process regarding costs, volume, and machinery.

Here, you can hone in on historical patterns and trends while connecting with priceless real-time insights that will not only help you make the right calls concerning your manufacturing process at the moment but will also help you formulate predictive strategies that will ultimately save money, boost productivity, and result in top-quality products across the board.

13. Retail Report

As a retailer with so many channels to consider and so many important choices to make, working with the right metrics and visuals is absolutely essential. Fortunately, we live in an age where there are different types of reporting designed for this very reason.

Our sales and order example, generated with retail analytics software , is a dream come true for retailers as it offers the visual insights needed to understand your product range in greater detail while keeping a firm grip on your order volumes, perfect order rates, and reasons for returns.

Gaining access to these invaluable insights in one visually presentable space will allow you to track increases or decreases in orders over a set timeframe (and understand whether you’re doing the right things to drive engagement) while plowing your promotional resources into the products that are likely to offer the best returns.

Plus, by gaining an accurate overview of why people are returning your products, you can omit problem items or processes from your retail strategy, improving your brand reputation as well as revenue in the process.

14. Digital Media Report

The content and communications you publish are critical to your ongoing success, regardless of your sector, niche, or specialty. Without putting out communications that speak directly to the right segments of your audience at the right times in their journey, your brand will swiftly fade into the background.

To ensure your brand remains inspiring, engaging, and thought-leading across channels, working with media types of a business report is essential. You must ensure your communications cut through the noise and scream ‘quality’ from start to finish—no ifs, no buts, no exceptions.

Our content quality control tool is designed with a logical hierarchy that will tell you if your content sparks readership, if the language you’re using is inclusive and conversational, and how much engagement-specific communications earn. You can also check your most engaged articles with a quick glance to understand what your users value most. Armed with this information, you can keep creating content that your audience loves and ultimately drives true value to the business.

15. Energy Report

In the age of sustainability and in the face of international fuel hikes, managing the energy your business uses effectively is paramount. Here, there is little room for excess or error, and as such, working with the right metrics is the only way to ensure successful energy regulation.

If your company has a big HQ or multiple sites that require power, our energy management analytics tool will help you take the stress out of managing your resources. One of the most striking features of this dashboard is the fact that it empowers you to compare your company’s energy usage against those from other sectors and set an accurate benchmark.

Here, you can also get a digestible breakdown of your various production costs regarding energy consumption and the main sources you use to keep your organization running. Regularly consulting these metrics will not only help you save colossal chunks of your budget, but it will also give you the intelligence to become more sustainable as an organization. This, in turn, is good for the planet and your brand reputation—a real win-win-win.

16. FMCG Report

The fast-moving consuming goods (FMCG) industry can highly benefit from a powerful report containing real-time insights. This is because the products handled in this sector which are often food and beverages, don’t last very long. Therefore, having a live overview of all the latest developments can help decision-makers optimize the supply chain to ensure everything runs smoothly and no major issues happen. 

Our report format example above aims to do just that by providing an overview of critical performance indicators, such as the percentage of products sold within freshness date, the out-of-stock rate, on-time in full deliveries, inventory turnover, and more.  What makes this template so valuable is the fact that it provides a range of periods to get a more recent view of events but also a longer yearly view to extract deeper insights. 

The FMCG dashboard also offers an overview of the main KPIs to help users understand if they are on the right track to meet their goals. There, we can observe that the OTIF is far from its target of 90%. Therefore, it should be looked at in more detail to optimize it and prevent it from affecting the entire supply chain. 

17. Google Analytics Report

Regardless of the industry you are in, if you have a website then you probably require a  Google Analytics report. This powerful tool helps you understand how your audience interacts with your website while helping you reach more people through the Google search engine. The issue is that the reports the tool provides are more or less basic and don’t give you the dynamic and agile view you need to stay on top of your data and competitors. 

For that reason, at datapine, we generated a range of Google Analytics dashboards that take your experience one step further by allowing you to explore your most important KPIs in real-time. That way, you’ll be able to spot any potential issues or opportunities to improve as soon as they occur, allowing you to act on them on the spot. 

Among some of the most valuable metrics you can find in this sample are the sessions and their daily, weekly, and monthly development, the average session duration, the bounce rate by channel and by top 5 countries, among others.

18. YouTube Report

So far, we’ve covered examples for various industries and sectors. Now, we will dive a bit deeper into some templates related to popular platforms businesses use in their daily operations. With the rise in video-related content, we could not leave YouTube outside of the list. This popular platform hides some valuable insights that can help you improve your content for your current audience but also reach new audiences that can be interested in your products or services. 

This highly visual and dynamic sample offers an interactive view of relevant KPIs to help you understand every aspect of your video performance. The template can be filtered for different videos to help you understand how each type of content performs. For instance, you get an overview of engagement metrics, such as likes, dislikes, comments, and shares, that way, you can understand how your audience interacts with your content.

Additionally, you also get more detailed charts about the number of views, the average watch time per day, and audience retention. These indicators can help you understand if something needs to be changed. For instance, audience retention goes down a lot after one minute and a half. Therefore you either need to make sure you are making the rest of the video a bit more interesting or offering your product or service or any other relevant information in the first minute.

19. LinkedIn Report

Another very important platform that companies use, no matter their size or industry, is LinkedIn. This platform is the place where companies develop and showcase their corporate image, network with other companies, and tell their clients and audience about the different initiatives they are developing to grow and be better. Some organizations also use LinkedIn to showcase their charity or sustainability initiatives. 

The truth is LinkedIn has become an increasingly relevant platform, and just like we discussed with YouTube, organizations need to analyze data to ensure their strategies are on the right path to success. 

The template above offers a 360-degree view of a company page's performance. With metrics such as the followers gained, engagement rate, impressions vs unique impressions, CTR, and more. Decision-makers can dive deeper into the performance of their content and understand what their audience enjoys the most. For instance, by looking at the CTR of the last 5 company updates, you can start to get a sense of what topics and content format your audience on the platforms interact with the most. That way, you’ll avoid wasting time and resources producing content without interaction.

20. Healthcare Report

Moving on from platform-related examples, we have one last monthly report template from a very relevant sector, the healthcare industry. For decades now, hospitals and healthcare professionals have benefited from data to develop new treatments and analyze unknown diseases. But, data can also help to ensure daily patient care is of top quality. 

Our sample above is a healthcare dashboard report that tracks patient satisfaction stats for a clinic named Saint Martins Clinic. The template provides insights into various aspects of patient care that can affect their satisfaction levels to help spot any weak areas. 

Just by looking at the report in a bit more detail, we can already see that the average waiting time for arrival to a bed and time to see a doctor are on the higher side. This is something that needs to be looked into immediately, as waiting times are the most important success factors for patients. Additionally, we can see those lab test turnarounds are also above target. This is another aspect that should be optimized to prevent satisfaction levels from going down.

If you feel inspired by this list and want to see some of the best uses for business reports, then we recommend you take a look at our dashboard examples library, where you will find over 80+ templates from different industries, functions, and platforms for extra inspiration! 

What You Should Look For In A Reporting Tool

As you learned from our extensive list of examples, different types of reports are widely used across industries and sectors. Now, you might wonder, how do I get my hands on one of these reports? The answer is a professional online reporting tool. With the right software in hand, you can generate stunning reports to extract the maximum potential out of your data and boost business growth in the process. 

But, with so many options in the market, how do make sure you choose the best tool for your needs? Below we cover some of the most relevant features and capabilities you should look for to make the most out of the process. 

• Pre-made reporting templates

To ensure successful operations, a business will most likely need to use many types of reports for its internal and external strategies. Manually generating these reports can become a time-consuming task that burdens the business. That is why professional reporting software should offer pre-made reporting templates. At datapine, we offer an extensive template library that allows users to generate reports in a matter of seconds—allowing them to use their time on actually analyzing the information and extracting powerful insights from it. 

• Multiple visualization options

If you look for report templates on Google you might run into multiple posts about written ones. This is not a surprise, as written reports have been the norm for decades. That being said, a modern approach to reporting has developed in the past years where visuals have taken over text. The value of visuals lies in the fact that they make the information easier to understand, especially for users who have no technical knowledge. But most importantly, they make the information easier to explore by telling a compelling story. For that reason, the tool you choose to invest in should provide you with multiple visualization options to have the flexibility to tell your data story in the most successful way possible. 

• Customization 

While pre-made templates are fundamental to generating agile reports, being able to customize them to meet your needs is also of utmost importance. At datapine, we offer our users the possibility to customize their reports to fit their most important KPIs, as well as their logo, business colors, and font. This is an especially valuable feature for external reports that must be shown to clients or other relevant stakeholders, giving your reports a more professional look. Customization can also help from an internal perspective to provide employees who are uncomfortable with data with a familiar environment to work in. 

• Real-time insights 

In the fast-paced world we live in today, having static reports is not enough. Businesses need to have real-time access to the latest developments in their data to spot any issues or opportunities as soon as they occur and act on them to ensure their resources are spent smartly and their strategies are running as expected. Doing so will allow for agile and efficient decision-making, giving the company a huge competitive advantage. 

• Sharing capabilities 

Communication and collaboration are the basis of a successful reporting process. Today, team members and departments need to be connected to ensure everyone is on the right path to achieve general company goals. That is why the tool you invest in should offer flexible sharing capabilities to ensure every user can access the reports. For instance, at datapine, we offer our users the possibility to share reports through automated emails or password-protected URLs with viewing or editing rights depending on what data the specific user can see and manipulate. A great way to keep everyone connected and boost collaboration. 

Types Of Reporting For Every Business & Purpose 

As we’ve seen throughout our journey, different report formats are used by businesses for diverse purposes in their everyday activities. Whether you’re talking about types of reports in research, types of reports in management, or anything in between, these dynamic tools will get you where you need to be (and beyond).

In this post, we covered the top 14 most common ones and explored key examples of how different report types are changing the way businesses are leveraging their most critical insights for internal efficiency and, ultimately, external success.

With modern tools and solutions, reporting doesn’t have to be a tedious task. Anyone in your organization can rely on data for their decision-making process without needing technical skills. Rather, you want to keep your team connected or show progress to investors or clients. There is a report type for the job. To keep your mind fresh, here are the top 14 types of data reports covered in this post: 

• Informational reports 
• Analytical reports 
• Operational reports  
• Product reports 
• Industry reports 
• Department reports 
• Progress reports 
• Internal reports 
• External reports 
• Vertical and lateral reports 
• Strategic reports
• Research reports
• Project reports
• Statutory reports

Now, over to you. Are you ready? If you want to start building your own types of reports and get ahead of the pack today, then you should try our BI reporting software for 14 days for free ! 

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Home Market Research

Research Reports: Definition and How to Write Them

Reports are usually spread across a vast horizon of topics but are focused on communicating information about a particular topic and a niche target market. The primary motive of research reports is to convey integral details about a study for marketers to consider while designing new strategies.

Certain events, facts, and other information based on incidents need to be relayed to the people in charge, and creating research reports is the most effective communication tool. Ideal research reports are extremely accurate in the offered information with a clear objective and conclusion. These reports should have a clean and structured format to relay information effectively.

What are Research Reports?

Research reports are recorded data prepared by researchers or statisticians after analyzing the information gathered by conducting organized research, typically in the form of surveys or qualitative methods .

A research report is a reliable source to recount details about a conducted research. It is most often considered to be a true testimony of all the work done to garner specificities of research.

The various sections of a research report are:

• Background/Introduction
• Implemented Methods
• Results based on Analysis
• Deliberation

Learn more: Quantitative Research

Components of Research Reports

Research is imperative for launching a new product/service or a new feature. The markets today are extremely volatile and competitive due to new entrants every day who may or may not provide effective products. An organization needs to make the right decisions at the right time to be relevant in such a market with updated products that suffice customer demands.

The details of a research report may change with the purpose of research but the main components of a report will remain constant. The research approach of the market researcher also influences the style of writing reports. Here are seven main components of a productive research report:

• Research Report Summary: The entire objective along with the overview of research are to be included in a summary which is a couple of paragraphs in length. All the multiple components of the research are explained in brief under the report summary.  It should be interesting enough to capture all the key elements of the report.
• Research Introduction: There always is a primary goal that the researcher is trying to achieve through a report. In the introduction section, he/she can cover answers related to this goal and establish a thesis which will be included to strive and answer it in detail.  This section should answer an integral question: “What is the current situation of the goal?”.  After the research design was conducted, did the organization conclude the goal successfully or they are still a work in progress –  provide such details in the introduction part of the research report.
• Research Methodology: This is the most important section of the report where all the important information lies. The readers can gain data for the topic along with analyzing the quality of provided content and the research can also be approved by other market researchers . Thus, this section needs to be highly informative with each aspect of research discussed in detail.  Information needs to be expressed in chronological order according to its priority and importance. Researchers should include references in case they gained information from existing techniques.
• Research Results: A short description of the results along with calculations conducted to achieve the goal will form this section of results. Usually, the exposition after data analysis is carried out in the discussion part of the report.

Learn more: Quantitative Data

• Research Discussion: The results are discussed in extreme detail in this section along with a comparative analysis of reports that could probably exist in the same domain. Any abnormality uncovered during research will be deliberated in the discussion section.  While writing research reports, the researcher will have to connect the dots on how the results will be applicable in the real world.
• Research References and Conclusion: Conclude all the research findings along with mentioning each and every author, article or any content piece from where references were taken.

Learn more: Qualitative Observation

15 Tips for Writing Research Reports

Writing research reports in the manner can lead to all the efforts going down the drain. Here are 15 tips for writing impactful research reports:

• Prepare the context before starting to write and start from the basics:  This was always taught to us in school – be well-prepared before taking a plunge into new topics. The order of survey questions might not be the ideal or most effective order for writing research reports. The idea is to start with a broader topic and work towards a more specific one and focus on a conclusion or support, which a research should support with the facts.  The most difficult thing to do in reporting, without a doubt is to start. Start with the title, the introduction, then document the first discoveries and continue from that. Once the marketers have the information well documented, they can write a general conclusion.
• Keep the target audience in mind while selecting a format that is clear, logical and obvious to them:  Will the research reports be presented to decision makers or other researchers? What are the general perceptions around that topic? This requires more care and diligence. A researcher will need a significant amount of information to start writing the research report. Be consistent with the wording, the numbering of the annexes and so on. Follow the approved format of the company for the delivery of research reports and demonstrate the integrity of the project with the objectives of the company.
• Have a clear research objective: A researcher should read the entire proposal again, and make sure that the data they provide contributes to the objectives that were raised from the beginning. Remember that speculations are for conversations, not for research reports, if a researcher speculates, they directly question their own research.
• Establish a working model:  Each study must have an internal logic, which will have to be established in the report and in the evidence. The researchers’ worst nightmare is to be required to write research reports and realize that key questions were not included.

Learn more: Quantitative Observation

• Gather all the information about the research topic. Who are the competitors of our customers? Talk to other researchers who have studied the subject of research, know the language of the industry. Misuse of the terms can discourage the readers of research reports from reading further.
• Read aloud while writing. While reading the report, if the researcher hears something inappropriate, for example, if they stumble over the words when reading them, surely the reader will too. If the researcher can’t put an idea in a single sentence, then it is very long and they must change it so that the idea is clear to everyone.
• Check grammar and spelling. Without a doubt, good practices help to understand the report. Use verbs in the present tense. Consider using the present tense, which makes the results sound more immediate. Find new words and other ways of saying things. Have fun with the language whenever possible.
• Discuss only the discoveries that are significant. If some data are not really significant, do not mention them. Remember that not everything is truly important or essential within research reports.

Learn more: Qualitative Data

• Try and stick to the survey questions. For example, do not say that the people surveyed “were worried” about an research issue , when there are different degrees of concern.
• The graphs must be clear enough so that they understand themselves. Do not let graphs lead the reader to make mistakes: give them a title, include the indications, the size of the sample, and the correct wording of the question.
• Be clear with messages. A researcher should always write every section of the report with an accuracy of details and language.
• Be creative with titles – Particularly in segmentation studies choose names “that give life to research”. Such names can survive for a long time after the initial investigation.
• Create an effective conclusion: The conclusion in the research reports is the most difficult to write, but it is an incredible opportunity to excel. Make a precise summary. Sometimes it helps to start the conclusion with something specific, then it describes the most important part of the study, and finally, it provides the implications of the conclusions.
• Get a couple more pair of eyes to read the report. Writers have trouble detecting their own mistakes. But they are responsible for what is presented. Ensure it has been approved by colleagues or friends before sending the find draft out.

Learn more: Market Research and Analysis

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Writing up a Research Report

• First Online: 04 January 2024

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• Stefan Hunziker 3 &
• Michael Blankenagel 3  

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A research report is one big argument about how and why you came up with your conclusions. To make it a convincing argument, a typical guiding structure has developed. In the different chapters, there are distinct issues that need to be addressed to explain to the reader why your conclusions are valid. The governing principle for writing the report is full disclosure: to explain everything and ensure replicability by another researcher.

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Barros, L. O. (2016). The only academic phrasebook you’ll ever need . Createspace Independent Publishing Platform.

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Field, A. (2016). An adventure in statistics. The reality enigma . SAGE.

Field, A. (2020). Discovering statistics using IBM SPSS statistics (5th ed.). SAGE.

Früh, M., Keimer, I., & Blankenagel, M. (2019). The impact of Balanced Scorecard excellence on shareholder returns. IFZ Working Paper No. 0003/2019. https://zenodo.org/record/2571603#.YMDUafkzZaQ . Accessed: 9 June 2021.

Pearl, J., & Mackenzie, D. (2018). The book of why: The new science of cause and effect. Basic Books.

Yin, R. K. (2013). Case study research: Design and methods (5th ed.). SAGE.

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Hunziker, S., Blankenagel, M. (2024). Writing up a Research Report. In: Research Design in Business and Management. Springer Gabler, Wiesbaden. https://doi.org/10.1007/978-3-658-42739-9_4

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Methodology

Research Methods | Definitions, Types, Examples

Research methods are specific procedures for collecting and analyzing data. Developing your research methods is an integral part of your research design . When planning your methods, there are two key decisions you will make.

First, decide how you will collect data . Your methods depend on what type of data you need to answer your research question :

• Qualitative vs. quantitative : Will your data take the form of words or numbers?
• Primary vs. secondary : Will you collect original data yourself, or will you use data that has already been collected by someone else?
• Descriptive vs. experimental : Will you take measurements of something as it is, or will you perform an experiment?

Second, decide how you will analyze the data .

• For quantitative data, you can use statistical analysis methods to test relationships between variables.
• For qualitative data, you can use methods such as thematic analysis to interpret patterns and meanings in the data.

Table of contents

Methods for collecting data, examples of data collection methods, methods for analyzing data, examples of data analysis methods, other interesting articles, frequently asked questions about research methods.

Data is the information that you collect for the purposes of answering your research question . The type of data you need depends on the aims of your research.

Qualitative vs. quantitative data

Your choice of qualitative or quantitative data collection depends on the type of knowledge you want to develop.

For questions about ideas, experiences and meanings, or to study something that can’t be described numerically, collect qualitative data .

If you want to develop a more mechanistic understanding of a topic, or your research involves hypothesis testing , collect quantitative data .

You can also take a mixed methods approach , where you use both qualitative and quantitative research methods.

Primary vs. secondary research

Primary research is any original data that you collect yourself for the purposes of answering your research question (e.g. through surveys , observations and experiments ). Secondary research is data that has already been collected by other researchers (e.g. in a government census or previous scientific studies).

If you are exploring a novel research question, you’ll probably need to collect primary data . But if you want to synthesize existing knowledge, analyze historical trends, or identify patterns on a large scale, secondary data might be a better choice.

Descriptive vs. experimental data

In descriptive research , you collect data about your study subject without intervening. The validity of your research will depend on your sampling method .

In experimental research , you systematically intervene in a process and measure the outcome. The validity of your research will depend on your experimental design .

To conduct an experiment, you need to be able to vary your independent variable , precisely measure your dependent variable, and control for confounding variables . If it’s practically and ethically possible, this method is the best choice for answering questions about cause and effect.

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Your data analysis methods will depend on the type of data you collect and how you prepare it for analysis.

Data can often be analyzed both quantitatively and qualitatively. For example, survey responses could be analyzed qualitatively by studying the meanings of responses or quantitatively by studying the frequencies of responses.

Qualitative analysis methods

Qualitative analysis is used to understand words, ideas, and experiences. You can use it to interpret data that was collected:

• From open-ended surveys and interviews , literature reviews , case studies , ethnographies , and other sources that use text rather than numbers.
• Using non-probability sampling methods .

Qualitative analysis tends to be quite flexible and relies on the researcher’s judgement, so you have to reflect carefully on your choices and assumptions and be careful to avoid research bias .

Quantitative analysis methods

Quantitative analysis uses numbers and statistics to understand frequencies, averages and correlations (in descriptive studies) or cause-and-effect relationships (in experiments).

You can use quantitative analysis to interpret data that was collected either:

• During an experiment .
• Using probability sampling methods .

Because the data is collected and analyzed in a statistically valid way, the results of quantitative analysis can be easily standardized and shared among researchers.

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If you want to know more about statistics , methodology , or research bias , make sure to check out some of our other articles with explanations and examples.

• Chi square test of independence
• Statistical power
• Descriptive statistics
• Degrees of freedom
• Pearson correlation
• Null hypothesis
• Double-blind study
• Case-control study
• Research ethics
• Data collection
• Hypothesis testing
• Structured interviews

Research bias

• Hawthorne effect
• Unconscious bias
• Recall bias
• Halo effect
• Self-serving bias
• Information bias

Quantitative research deals with numbers and statistics, while qualitative research deals with words and meanings.

Quantitative methods allow you to systematically measure variables and test hypotheses . Qualitative methods allow you to explore concepts and experiences in more detail.

In mixed methods research , you use both qualitative and quantitative data collection and analysis methods to answer your research question .

A sample is a subset of individuals from a larger population . Sampling means selecting the group that you will actually collect data from in your research. For example, if you are researching the opinions of students in your university, you could survey a sample of 100 students.

In statistics, sampling allows you to test a hypothesis about the characteristics of a population.

The research methods you use depend on the type of data you need to answer your research question .

• If you want to measure something or test a hypothesis , use quantitative methods . If you want to explore ideas, thoughts and meanings, use qualitative methods .
• If you want to analyze a large amount of readily-available data, use secondary data. If you want data specific to your purposes with control over how it is generated, collect primary data.
• If you want to establish cause-and-effect relationships between variables , use experimental methods. If you want to understand the characteristics of a research subject, use descriptive methods.

Methodology refers to the overarching strategy and rationale of your research project . It involves studying the methods used in your field and the theories or principles behind them, in order to develop an approach that matches your objectives.

Methods are the specific tools and procedures you use to collect and analyze data (for example, experiments, surveys , and statistical tests ).

In shorter scientific papers, where the aim is to report the findings of a specific study, you might simply describe what you did in a methods section .

In a longer or more complex research project, such as a thesis or dissertation , you will probably include a methodology section , where you explain your approach to answering the research questions and cite relevant sources to support your choice of methods.

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• Descriptive Research | Definition, Types, Methods & Examples
• Ethical Considerations in Research | Types & Examples
• Explanatory and Response Variables | Definitions & Examples
• Explanatory Research | Definition, Guide, & Examples
• Exploratory Research | Definition, Guide, & Examples
• External Validity | Definition, Types, Threats & Examples
• Extraneous Variables | Examples, Types & Controls
• Guide to Experimental Design | Overview, Steps, & Examples
• How Do You Incorporate an Interview into a Dissertation? | Tips
• How to Do Thematic Analysis | Step-by-Step Guide & Examples
• How to Write a Literature Review | Guide, Examples, & Templates
• How to Write a Strong Hypothesis | Steps & Examples
• Inclusion and Exclusion Criteria | Examples & Definition
• Independent vs. Dependent Variables | Definition & Examples
• Inductive Reasoning | Types, Examples, Explanation
• Inductive vs. Deductive Research Approach | Steps & Examples
• Internal Validity in Research | Definition, Threats, & Examples
• Internal vs. External Validity | Understanding Differences & Threats
• Longitudinal Study | Definition, Approaches & Examples
• Mediator vs. Moderator Variables | Differences & Examples
• Mixed Methods Research | Definition, Guide & Examples
• Multistage Sampling | Introductory Guide & Examples
• Naturalistic Observation | Definition, Guide & Examples
• Operationalization | A Guide with Examples, Pros & Cons
• Population vs. Sample | Definitions, Differences & Examples
• Primary Research | Definition, Types, & Examples
• Qualitative vs. Quantitative Research | Differences, Examples & Methods
• Quasi-Experimental Design | Definition, Types & Examples
• Questionnaire Design | Methods, Question Types & Examples
• Random Assignment in Experiments | Introduction & Examples
• Random vs. Systematic Error | Definition & Examples
• Reliability vs. Validity in Research | Difference, Types and Examples
• Reproducibility vs Replicability | Difference & Examples
• Reproducibility vs. Replicability | Difference & Examples
• Sampling Methods | Types, Techniques & Examples
• Semi-Structured Interview | Definition, Guide & Examples
• Simple Random Sampling | Definition, Steps & Examples
• Single, Double, & Triple Blind Study | Definition & Examples
• Stratified Sampling | Definition, Guide & Examples
• Structured Interview | Definition, Guide & Examples
• Survey Research | Definition, Examples & Methods
• Systematic Review | Definition, Example, & Guide
• Systematic Sampling | A Step-by-Step Guide with Examples
• Textual Analysis | Guide, 3 Approaches & Examples
• The 4 Types of Reliability in Research | Definitions & Examples
• The 4 Types of Validity in Research | Definitions & Examples
• Transcribing an Interview | 5 Steps & Transcription Software
• Triangulation in Research | Guide, Types, Examples
• Types of Interviews in Research | Guide & Examples
• Types of Research Designs Compared | Guide & Examples
• Types of Variables in Research & Statistics | Examples
• Unstructured Interview | Definition, Guide & Examples
• What Is a Case Study? | Definition, Examples & Methods
• What Is a Case-Control Study? | Definition & Examples
• What Is a Cohort Study? | Definition & Examples
• What Is a Conceptual Framework? | Tips & Examples
• What Is a Controlled Experiment? | Definitions & Examples
• What Is a Double-Barreled Question?
• What Is a Focus Group? | Step-by-Step Guide & Examples
• What Is a Likert Scale? | Guide & Examples
• What Is a Prospective Cohort Study? | Definition & Examples
• What Is a Retrospective Cohort Study? | Definition & Examples
• What Is Action Research? | Definition & Examples
• What Is an Observational Study? | Guide & Examples
• What Is Concurrent Validity? | Definition & Examples
• What Is Content Validity? | Definition & Examples
• What Is Convenience Sampling? | Definition & Examples
• What Is Convergent Validity? | Definition & Examples
• What Is Criterion Validity? | Definition & Examples
• What Is Data Cleansing? | Definition, Guide & Examples
• What Is Deductive Reasoning? | Explanation & Examples
• What Is Discriminant Validity? | Definition & Example
• What Is Ecological Validity? | Definition & Examples
• What Is Ethnography? | Definition, Guide & Examples
• What Is Face Validity? | Guide, Definition & Examples
• What Is Non-Probability Sampling? | Types & Examples
• What Is Participant Observation? | Definition & Examples
• What Is Peer Review? | Types & Examples
• What Is Predictive Validity? | Examples & Definition
• What Is Probability Sampling? | Types & Examples
• What Is Purposive Sampling? | Definition & Examples
• What Is Qualitative Observation? | Definition & Examples
• What Is Qualitative Research? | Methods & Examples
• What Is Quantitative Observation? | Definition & Examples
• What Is Quantitative Research? | Definition, Uses & Methods

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4.1: Common Types of Research Reports and Documents

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Common Types of Research Reports & Documents

Research is central to most work in STEM fields and you may often be required to conduct various types of research as part of your professional life. Lab reports, recommendation reports, proposals, and white papers are just some of the professional documents that rely on research. These are the kinds of documents that can help organizations make decisions, solicit new clients and contracts, and communicate with the public.

For more information on these common types of professional correspondence, see the Workplace Communications chapter.

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Reporting Standards for Research in Psychology

In anticipation of the impending revision of the Publication Manual of the American Psychological Association , APA’s Publications and Communications Board formed the Working Group on Journal Article Reporting Standards (JARS) and charged it to provide the board with background and recommendations on information that should be included in manuscripts submitted to APA journals that report (a) new data collections and (b) meta-analyses. The JARS Group reviewed efforts in related fields to develop standards and sought input from other knowledgeable groups. The resulting recommendations contain (a) standards for all journal articles, (b) more specific standards for reports of studies with experimental manipulations or evaluations of interventions using research designs involving random or nonrandom assignment, and (c) standards for articles reporting meta-analyses. The JARS Group anticipated that standards for reporting other research designs (e.g., observational studies, longitudinal studies) would emerge over time. This report also (a) examines societal developments that have encouraged researchers to provide more details when reporting their studies, (b) notes important differences between requirements, standards, and recommendations for reporting, and (c) examines benefits and obstacles to the development and implementation of reporting standards.

The American Psychological Association (APA) Working Group on Journal Article Reporting Standards (the JARS Group) arose out of a request for information from the APA Publications and Communications Board. The Publications and Communications Board had previously allowed any APA journal editor to require that a submission labeled by an author as describing a randomized clinical trial conform to the CONSORT (Consolidated Standards of Reporting Trials) reporting guidelines ( Altman et al., 2001 ; Moher, Schulz, & Altman, 2001 ). In this context, and recognizing that APA was about to initiate a revision of its Publication Manual ( American Psychological Association, 2001 ), the Publications and Communications Board formed the JARS Group to provide itself with input on how the newly developed reporting standards related to the material currently in its Publication Manual and to propose some related recommendations for the new edition.

The JARS Group was formed of five current and previous editors of APA journals. It divided its work into six stages:

• establishing the need for more well-defined reporting standards,
• gathering the standards developed by other related groups and professional organizations relating to both new data collections and meta-analyses,
• drafting a set of standards for APA journals,
• sharing the drafted standards with cognizant others,
• refining the standards yet again, and
• addressing additional and unresolved issues.

This article is the report of the JARS Group’s findings and recommendations. It was approved by the Publications and Communications Board in the summer of 2007 and again in the spring of 2008 and was transmitted to the task force charged with revising the Publication Manual for consideration as it did its work. The content of the report roughly follows the stages of the group’s work. Those wishing to move directly to the reporting standards can go to the sections titled Information for Inclusion in Manuscripts That Report New Data Collections and Information for Inclusion in Manuscripts That Report Meta-Analyses.

Why Are More Well-Defined Reporting Standards Needed?

The JARS Group members began their work by sharing with each other documents they knew of that related to reporting standards. The group found that the past decade had witnessed two developments in the social, behavioral, and medical sciences that encouraged researchers to provide more details when they reported their investigations. The first impetus for more detail came from the worlds of policy and practice. In these realms, the call for use of “evidence-based” decision making had placed a new emphasis on the importance of understanding how research was conducted and what it found. For example, in 2006, the APA Presidential Task Force on Evidence-Based Practice defined the term evidence-based practice to mean “the integration of the best available research with clinical expertise” (p. 273; italics added). The report went on to say that “evidence-based practice requires that psychologists recognize the strengths and limitations of evidence obtained from different types of research” (p. 275).

In medicine, the movement toward evidence-based practice is now so pervasive (see Sackett, Rosenberg, Muir Grey, Hayes & Richardson, 1996 ) that there exists an international consortium of researchers (the Cochrane Collaboration; http://www.cochrane.org/index.htm ) producing thousands of papers examining the cumulative evidence on everything from public health initiatives to surgical procedures. Another example of accountability in medicine, and the importance of relating medical practice to solid medical science, comes from the member journals of the International Committee of Medical Journal Editors (2007) , who adopted a policy requiring registration of all clinical trials in a public trials registry as a condition of consideration for publication.

In education, the No Child Left Behind Act of 2001 (2002) required that the policies and practices adopted by schools and school districts be “scientifically based,” a term that appears over 100 times in the legislation. In public policy, a consortium similar to that in medicine now exists (the Campbell Collaboration; http://www.campbellcollaboration.org ), as do organizations meant to promote government policymaking based on rigorous evidence of program effectiveness (e.g., the Coalition for Evidence-Based Policy; http://www.excelgov.org/index.php?keyword=a432fbc34d71c7 ). Each of these efforts operates with a definition of what constitutes sound scientific evidence. The developers of previous reporting standards argued that new transparency in reporting is needed so that judgments can be made by users of evidence about the appropriate inferences and applications derivable from research findings.

The second impetus for more detail in research reporting has come from within the social and behavioral science disciplines. As evidence about specific hypotheses and theories accumulates, greater reliance is being placed on syntheses of research, especially meta-analyses ( Cooper, 2009 ; Cooper, Hedges, & Valentine, 2009 ), to tell us what we know about the workings of the mind and the laws of behavior. Different findings relating to a specific question examined with various research designs are now mined by second users of the data for clues to the mediation of basic psychological, behavioral, and social processes. These clues emerge by clustering studies based on distinctions in their methods and then comparing their results. This synthesis-based evidence is then used to guide the next generation of problems and hypotheses studied in new data collections. Without complete reporting of methods and results, the utility of studies for purposes of research synthesis and meta-analysis is diminished.

The JARS Group viewed both of these stimulants to action as positive developments for the psychological sciences. The first provides an unprecedented opportunity for psychological research to play an important role in public and health policy. The second promises a sounder evidence base for explanations of psychological phenomena and a next generation of research that is more focused on resolving critical issues.

The Current State of the Art

Next, the JARS Group collected efforts of other social and health organizations that had recently developed reporting standards. Three recent efforts quickly came to the group’s attention. Two efforts had been undertaken in the medical and health sciences to improve the quality of reporting of primary studies and to make reports more useful for the next users of the data. The first effort is called CONSORT (Consolidated Standards of Reporting Trials; Altman et al., 2001 ; Moher et al., 2001 ). The CONSORT standards were developed by an ad hoc group primarily composed of biostatisticians and medical researchers. CONSORT relates to the reporting of studies that carried out random assignment of participants to conditions. It comprises a checklist of study characteristics that should be included in research reports and a flow diagram that provides readers with a description of the number of participants as they progress through the study—and by implication the number who drop out—from the time they are deemed eligible for inclusion until the end of the investigation. These guidelines are now required by the top-tier medical journals and many other biomedical journals. Some APA journals also use the CONSORT guidelines.

The second effort is called TREND (Transparent Reporting of Evaluations with Nonexperimental Designs; Des Jarlais, Lyles, Crepaz, & the TREND Group, 2004 ). TREND was developed under the initiative of the Centers for Disease Control, which brought together a group of editors of journals related to public health, including several journals in psychology. TREND contains a 22-item checklist, similar to CONSORT, but with a specific focus on reporting standards for studies that use quasi-experimental designs, that is, group comparisons in which the groups were established using procedures other than random assignment to place participants in conditions.

In the social sciences, the American Educational Research Association (2006) recently published “Standards for Reporting on Empirical Social Science Research in AERA Publications.” These standards encompass a broad range of research designs, including both quantitative and qualitative approaches, and are divided into eight general areas, including problem formulation; design and logic of the study; sources of evidence; measurement and classification; analysis and interpretation; generalization; ethics in reporting; and title, abstract, and headings. They contain about two dozen general prescriptions for the reporting of studies as well as separate prescriptions for quantitative and qualitative studies.

Relation to the APA Publication Manual

The JARS Group also examined previous editions of the APA Publication Manual and discovered that for the last half century it has played an important role in the establishment of reporting standards. The first edition of the APA Publication Manual , published in 1952 as a supplement to Psychological Bulletin ( American Psychological Association, Council of Editors, 1952 ), was 61 pages long, printed on 6-in. by 9-in. paper, and cost $1. The principal divisions of manuscripts were titled Problem, Method, Results, Discussion, and Summary (now the Abstract). According to the first Publication Manual, the section titled Problem was to include the questions asked and the reasons for asking them. When experiments were theory-driven, the theoretical propositions that generated the hypotheses were to be given, along with the logic of the derivation and a summary of the relevant arguments. The method was to be “described in enough detail to permit the reader to repeat the experiment unless portions of it have been described in other reports which can be cited” (p. 9). This section was to describe the design and the logic of relating the empirical data to theoretical propositions, the subjects, sampling and control devices, techniques of measurement, and any apparatus used. Interestingly, the 1952 Manual also stated, “Sometimes space limitations dictate that the method be described synoptically in a journal, and a more detailed description be given in auxiliary publication” (p. 25). The Results section was to include enough data to justify the conclusions, with special attention given to tests of statistical significance and the logic of inference and generalization. The Discussion section was to point out limitations of the conclusions, relate them to other findings and widely accepted points of view, and give implications for theory or practice. Negative or unexpected results were not to be accompanied by extended discussions; the editors wrote, “Long ‘alibis,’ unsupported by evidence or sound theory, add nothing to the usefulness of the report” (p. 9). Also, authors were encouraged to use good grammar and to avoid jargon, as “some writing in psychology gives the impression that long words and obscure expressions are regarded as evidence of scientific status” (pp. 25–26).

Through the following editions, the recommendations became more detailed and specific. Of special note was the Report of the Task Force on Statistical Inference ( Wilkinson & the Task Force on Statistical Inference, 1999 ), which presented guidelines for statistical reporting in APA journals that informed the content of the 4th edition of the Publication Manual . Although the 5th edition of the Manual does not contain a clearly delineated set of reporting standards, this does not mean the Manual is devoid of standards. Instead, recommendations, standards, and requirements for reporting are embedded in various sections of the text. Most notably, statements regarding the method and results that should be included in a research report (as well as how this information should be reported) appear in the Manual ’s description of the parts of a manuscript (pp. 10–29). For example, when discussing who participated in a study, the Manual states, “When humans participated as the subjects of the study, report the procedures for selecting and assigning them and the agreements and payments made” (p. 18). With regard to the Results section, the Manual states, “Mention all relevant results, including those that run counter to the hypothesis” (p. 20), and it provides descriptions of “sufficient statistics” (p. 23) that need to be reported.

Thus, although reporting standards and requirements are not highlighted in the most recent edition of the Manual, they appear nonetheless. In that context, then, the proposals offered by the JARS Group can be viewed not as breaking new ground for psychological research but rather as a systematization, clarification, and—to a lesser extent than might at first appear—an expansion of standards that already exist. The intended contribution of the current effort, then, becomes as much one of increased emphasis as increased content.

Drafting, Vetting, and Refinement of the JARS

Next, the JARS Group canvassed the APA Council of Editors to ascertain the degree to which the CONSORT and TREND standards were already in use by APA journals and to make us aware of other reporting standards. Also, the JARS Group requested from the APA Publications Office data it had on the use of auxiliary websites by authors of APA journal articles. With this information in hand, the JARS Group compared the CONSORT, TREND, and AERA standards to one another and developed a combined list of nonredundant elements contained in any or all of the three sets of standards. The JARS Group then examined the combined list, rewrote some items for clarity and ease of comprehension by an audience of psychologists and other social and behavioral scientists, and added a few suggestions of its own.

This combined list was then shared with the APA Council of Editors, the APA Publication Manual Revision Task Force, and the Publications and Communications Board. These groups were requested to react to it. After receiving these reactions and anonymous reactions from reviewers chosen by the American Psychologist , the JARS Group revised its report and arrived at the list of recommendations contained in Tables 1 , ​ ,2, 2 , and ​ and3 3 and Figure 1 . The report was then approved again by the Publications and Communications Board.

Note. This flowchart is an adaptation of the flowchart offered by the CONSORT Group ( Altman et al., 2001 ; Moher, Schulz, & Altman, 2001 ). Journals publishing the original CONSORT flowchart have waived copyright protection.

Journal Article Reporting Standards (JARS): Information Recommended for Inclusion in Manuscripts That Report New Data Collections Regardless of Research Design

Module A: Reporting Standards for Studies With an Experimental Manipulation or Intervention (in Addition to Material Presented in Table 1 )

Reporting Standards for Studies Using Random and Nonrandom Assignment of Participants to Experimental Groups

Information for Inclusion in Manuscripts That Report New Data Collections

The entries in Tables 1 through ​ through3 3 and Figure 1 divide the reporting standards into three parts. First, Table 1 presents information recommended for inclusion in all reports submitted for publication in APA journals. Note that these recommendations contain only a brief entry regarding the type of research design. Along with these general standards, then, the JARS Group also recommended that specific standards be developed for different types of research designs. Thus, Table 2 provides standards for research designs involving experimental manipulations or evaluations of interventions (Module A). Next, Table 3 provides standards for reporting either (a) a study involving random assignment of participants to experimental or intervention conditions (Module A1) or (b) quasi-experiments, in which different groups of participants receive different experimental manipulations or interventions but the groups are formed (and perhaps equated) using a procedure other than random assignment (Module A2). Using this modular approach, the JARS Group was able to incorporate the general recommendations from the current APA Publication Manual and both the CONSORT and TREND standards into a single set of standards. This approach also makes it possible for other research designs (e.g., observational studies, longitudinal designs) to be added to the standards by adding new modules.

The standards are categorized into the sections of a research report used by APA journals. To illustrate how the tables would be used, note that the Method section in Table 1 is divided into subsections regarding participant characteristics, sampling procedures, sample size, measures and covariates, and an overall categorization of the research design. Then, if the design being described involved an experimental manipulation or intervention, Table 2 presents additional information about the research design that should be reported, including a description of the manipulation or intervention itself and the units of delivery and analysis. Next, Table 3 presents two separate sets of reporting standards to be used depending on whether the participants in the study were assigned to conditions using a random or nonrandom procedure. Figure 1 , an adaptation of the chart recommended in the CONSORT guidelines, presents a chart that should be used to present the flow of participants through the stages of either an experiment or a quasi-experiment. It details the amount and cause of participant attrition at each stage of the research.

In the future, new modules and flowcharts regarding other research designs could be added to the standards to be used in conjunction with Table 1 . For example, tables could be constructed to replace Table 2 for the reporting of observational studies (e.g., studies with no manipulations as part of the data collection), longitudinal studies, structural equation models, regression discontinuity designs, single-case designs, or real-time data capture designs ( Stone & Shiffman, 2002 ), to name just a few.

Additional standards could be adopted for any of the parts of a report. For example, the Evidence-Based Behavioral Medicine Committee ( Davidson et al., 2003 ) examined each of the 22 items on the CONSORT checklist and described for each special considerations for reporting of research on behavioral medicine interventions. Also, this group proposed an additional 5 items, not included in the CONSORT list, that they felt should be included in reports on behavioral medicine interventions: (a) training of treatment providers, (b) supervision of treatment providers, (c) patient and provider treatment allegiance, (d) manner of testing and success of treatment delivery by the provider, and (e) treatment adherence. The JARS Group encourages other authoritative groups of interested researchers, practitioners, and journal editorial teams to use Table 1 as similar starting point in their efforts, adding and deleting items and modules to fit the information needs dictated by research designs that are prominent in specific subdisciplines and topic areas. These revisions could then be in corporated into future iterations of the JARS.

Information for Inclusion in Manuscripts That Report Meta-Analyses

The same pressures that have led to proposals for reporting - standards for manuscripts that report new data collections have led to similar efforts to establish standards for the reporting of other types of research. Particular attention has been focused on the reporting of meta-analyses.

With regard to reporting standards for meta-analysis, the JARS Group began by contacting the members of the Society for Research Synthesis Methodology and asking them to share with the group what they felt were the critical aspects of meta-analysis conceptualization, methodology, and results that need to be reported so that readers (and manuscript reviewers) can make informed, critical judgments about the appropriateness of the methods used for the inferences drawn. This query led to the identification of four other efforts to establish reporting standards for meta-analysis. These included the QUOROM Statement (Quality of Reporting of Meta-analysis; Moher et al., 1999 ) and its revision, PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses; Moher, Liberati, Tetzlaff, Altman, & the PRISMA Group, 2008 ), MOOSE (Meta-analysis of Observational Studies in Epidemiology; Stroup et al., 2000 ), and the Potsdam Consultation on Meta-Analysis ( Cook, Sackett, & Spitzer, 1995 ).

Next the JARS Group compared the content of each of the four sets of standards with the others and developed a combined list of nonredundant elements contained in any or all of them. The JARS Group then examined the combined list, rewrote some items for clarity and ease of comprehension by an audience of psychologists, and added a few suggestions of its own. Then the resulting recommendations were shared with a subgroup of members of the Society for Research Synthesis Methodology who had experience writing and reviewing research syntheses in the discipline of psychology. After these suggestions were incorporated into the list, it was shared with members of the Publications and Communications Board, who were requested to react to it. After receiving these reactions, the JARS Group arrived at the list of recommendations contained in Table 4 , titled Meta-Analysis Reporting Standards (MARS). These were then approved by the Publications and Communications Board.

Meta-Analysis Reporting Standards (MARS): Information Recommended for Inclusion in Manuscripts Reporting Meta-Analyses

Other Issues Related to Reporting Standards

A definition of “reporting standards”.

The JARS Group recognized that there are three related terms that need definition when one speaks about journal article reporting standards: recommendations, standards, and requirements. According to Merriam-Webster’s Online Dictionary (n.d.) , to recommend is “to present as worthy of acceptance or trial … to endorse as fit, worthy, or competent.” In contrast, a standard is more specific and should carry more influence: “something set up and established by authority as a rule for the measure of quantity, weight, extent, value, or quality.” And finally, a requirement goes further still by dictating a course of action—“something wanted or needed”—and to require is “to claim or ask for by right and authority … to call for as suitable or appropriate … to demand as necessary or essential.”

With these definitions in mind, the JARS Group felt it was providing recommendations regarding what information should be reported in the write-up of a psychological investigation and that these recommendations could also be viewed as standards or at least as a beginning effort at developing standards. The JARS Group felt this characterization was appropriate because the information it was proposing for inclusion in reports was based on an integration of efforts by authoritative groups of researchers and editors. However, the proposed standards are not offered as requirements. The methods used in the subdisciplines of psychology are so varied that the critical information needed to assess the quality of research and to integrate it successfully with other related studies varies considerably from method to method in the context of the topic under consideration. By not calling them “requirements,” the JARS Group felt the standards would be given the weight of authority while retaining for authors and editors the flexibility to use the standards in the most efficacious fashion (see below).

The Tension Between Complete Reporting and Space Limitations

There is an innate tension between transparency in reporting and the space limitations imposed by the print medium. As descriptions of research expand, so does the space needed to report them. However, recent improvements in the capacity of and access to electronic storage of information suggest that this trade-off could someday disappear. For example, the journals of the APA, among others, now make available to authors auxiliary websites that can be used to store supplemental materials associated with the articles that appear in print. Similarly, it is possible for electronic journals to contain short reports of research with hot links to websites containing supplementary files.

The JARS Group recommends an increased use and standardization of supplemental websites by APA journals and authors. Some of the information contained in the reporting standards might not appear in the published article itself but rather in a supplemental website. For example, if the instructions in an investigation are lengthy but critical to understanding what was done, they may be presented verbatim in a supplemental website. Supplemental materials might include the flowchart of participants through the study. It might include oversized tables of results (especially those associated with meta-analyses involving many studies), audio or video clips, computer programs, and even primary or supplementary data sets. Of course, all such supplemental materials should be subject to peer review and should be submitted with the initial manuscript. Editors and reviewers can assist authors in determining what material is supplemental and what needs to be presented in the article proper.

Other Benefits of Reporting Standards

The general principle that guided the establishment of the JARS for psychological research was the promotion of sufficient and transparent descriptions of how a study was conducted and what the researcher(s) found. Complete reporting allows clearer determination of the strengths and weaknesses of a study. This permits the users of the evidence to judge more accurately the appropriate inferences and applications derivable from research findings.

Related to quality assessments, it could be argued as well that the existence of reporting standards will have a salutary effect on the way research is conducted. For example, by setting a standard that rates of loss of participants should be reported (see Figure 1 ), researchers may begin considering more concretely what acceptable levels of attrition are and may come to employ more effective procedures meant to maximize the number of participants who complete a study. Or standards that specify reporting a confidence interval along with an effect size might motivate researchers to plan their studies so as to ensure that the confidence intervals surrounding point estimates will be appropriately narrow.

Also, as noted above, reporting standards can improve secondary use of data by making studies more useful for meta-analysis. More broadly, if standards are similar across disciplines, a consistency in reporting could promote interdisciplinary dialogue by making it clearer to researchers how their efforts relate to one another.

And finally, reporting standards can make it easier for other researchers to design and conduct replications and related studies by providing more complete descriptions of what has been done before. Without complete reporting of the critical aspects of design and results, the value of the next generation of research may be compromised.

Possible Disadvantages of Standards

It is important to point out that reporting standards also can lead to excessive standardization with negative implications. For example, standardized reporting could fill articles with details of methods and results that are inconsequential to interpretation. The critical facts about a study can get lost in an excess of minutiae. Further, a forced consistency can lead to ignoring important uniqueness. Reporting standards that appear comprehensive might lead researchers to believe that “If it’s not asked for or does not conform to criteria specified in the standards, it’s not necessary to report.” In rare instances, then, the setting of reporting standards might lead to the omission of information critical to understanding what was done in a study and what was found.

Also, as noted above, different methods are required for studying different psychological phenomena. What needs to be reported in order to evaluate the correspondence between methods and inferences is highly dependent on the research question and empirical approach. Inferences about the effectiveness of psychotherapy, for example, require attention to aspects of research design and analysis that are different from those important for inferences in the neuroscience of text processing. This context dependency pertains not only to topic-specific considerations but also to research designs. Thus, an experimental study of the determinants of well-being analyzed via analysis of variance engenders different reporting needs than a study on the same topic that employs a passive longitudinal design and structural equation modeling. Indeed, the variations in substantive topics and research designs are factorial in this regard. So experiments in psychotherapy and neuroscience could share some reporting standards, even though studies employing structural equation models investigating well-being would have little in common with experiments in neuroscience.

Obstacles to Developing Standards

One obstacle to developing reporting standards encountered by the JARS Group was that differing taxonomies of research approaches exist and different terms are used within different subdisciplines to describe the same operational research variations. As simple examples, researchers in health psychology typically refer to studies that use experimental manipulations of treatments conducted in naturalistic settings as randomized clinical trials, whereas similar designs are referred to as randomized field trials in educational psychology. Some research areas refer to the use of random assignment of participants, whereas others use the term random allocation. Another example involves the terms multilevel model, hierarchical linear model, and mixed effects model, all of which are used to identify a similar approach to data analysis. There have been, from time to time, calls for standardized terminology to describe commonly but inconsistently used scientific terms, such as Kraemer et al.’s (1997) distinctions among words commonly used to denote risk. To address this problem, the JARS Group attempted to use the simplest descriptions possible and to avoid jargon and recommended that the new Publication Manual include some explanatory text.

A second obstacle was that certain research topics and methods will reveal different levels of consensus regarding what is and is not important to report. Generally, the newer and more complex the technique, the less agreement there will be about reporting standards. For example, although there are many benefits to reporting effect sizes, there are certain situations (e.g., multilevel designs) where no clear consensus exists on how best to conceptualize and/or calculate effect size measures. In a related vein, reporting a confidence interval with an effect size is sound advice, but calculating confidence intervals for effect sizes is often difficult given the current state of software. For this reason, the JARS Group avoided developing reporting standards for research designs about which a professional consensus had not yet emerged. As consensus emerges, the JARS can be expanded by adding modules.

Finally, the rapid pace of developments in methodology dictates that any standards would have to be updated frequently in order to retain currency. For example, the state of the art for reporting various analytic techniques is in a constant state of flux. Although some general principles (e.g., reporting the estimation procedure used in a structural equation model) can incorporate new developments easily, other developments can involve fundamentally new types of data for which standards must, by necessity, evolve rapidly. Nascent and emerging areas, such as functional neuroimaging and molecular genetics, may require developers of standards to be on constant vigil to ensure that new research areas are appropriately covered.

Questions for the Future

It has been mentioned several times that the setting of standards for reporting of research in psychology involves both general considerations and considerations specific to separate subdisciplines. And, as the brief history of standards in the APA Publication Manual suggests, standards evolve over time. The JARS Group expects refinements to the contents of its tables. Further, in the spirit of evidence-based decision making that is one impetus for the renewed emphasis on reporting standards, we encourage the empirical examination of the effects that standards have on reporting practices. Not unlike the issues many psychologists study, the proposal and adoption of reporting standards is itself an intervention. It can be studied for its effects on the contents of research reports and, most important, its impact on the uses of psychological research by decision makers in various spheres of public and health policy and by scholars seeking to understand the human mind and behavior.

The Working Group on Journal Article Reporting Standards was composed of Mark Appelbaum, Harris Cooper (Chair), Scott Maxwell, Arthur Stone, and Kenneth J. Sher. The working group wishes to thank members of the American Psychological Association’s (APA’s) Publications and Communications Board, the APA Council of Editors, and the Society for Research Synthesis Methodology for comments on this report and the standards contained herein.

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20 Types of Reports and When to Use Them (Plus Templates)

If the many types of business reports make you want to scream, you’re not alone.

It can get overwhelming – from internal reports about sales activities to reports you must submit for external collaborators. 

However, the reality of modern business is that they require several business report types to achieve success. 

A  Unito report revealed that over 75% of respondents said reports provide valuable insights almost every time.

The chances are high that you’ve had to write certain types of reports, whether you realize it or not. Irrespective of your role, you’ll likely need to write reports, whether occasionally or once in a while.

And to ensure you’re writing the appropriate report for specific situations, you need to recognize the different types of reports and how to write them.

Below, you’ll discover an exhaustive list of business report types, what they do, and when you need them, plus examples and templates. 

Let’s get into it. 

Table of contents

• What is report writing?

1. Formal report

2. informal report , 3. audit report, 4. marketing report, 5. progress or periodic report, 6. trend report, 7. analytical report, 8. evaluation report, 9. client report, 10. sales report, 11. proposal report, 12. survey report , 13. research report, 14. financial report, 15. incident report, 16. project report, 17. annual report, 18. lateral report.

• 19. Vertical report

20. Event report

Make beautiful, engaging reports with Piktochart. Try it for free .

What is report writing? 

Do you remember those report cards you received at the end of every school session? The details of how well you perform academic and extracurricular activities during the year.

This is what reports do. 

Reports are documents detailing the results or findings from a process, project, or investigation. They can also refer to a well-detailed analysis of specific data sets or situations.

In business communications, report writing is the process of preparing formal documents that elaborate on a specific topic. Report writing often uses facts, tables,  graphs , charts, diagrams , etc., to explain its findings for easy comprehension.

Since any report aims to educate and inform through scientific research, preparing the  perfect report  focusing on the target audience is crucial. Some reports also present available options and recommendations based on their findings.

20 types of reports, examples, and templates 

While businesses use numerous types of reports, these are the most common ones we’ve seen used almost daily.

Formal reports often carry objective information that is in-depth and straight to the point without personal references. These reports require careful structuring based on the organization’s style and purpose.

Formal report classification includes accounting reports, functional reports, and other lengthy reports.

Informal reports are the opposite of a formal reports. It lacks strict structuring, contains short messages, and uses casual language. Businesses intending to pass quick critical information often use informal reports. Informal reports pay more attention to fast and effective communication than formal structuring.

Again, other types of informal reports fall into this category, including digital postings, emails, memo reports, and some forms of internal reports.

An audit report is a formal report created by an auditor about the financial status of an organization. Audit reports are written using generally accepted auditing standards.

However, these formats may vary slightly depending on the audit’s circumstances. An example is an end-of-the-year audit report for an organization.

Marketing reports give detailed information about marketing campaigns, from on-ground to social media campaigning . They are used for monitoring marketing activities and informing about marketing strategies that work or require improvements.

Progress reports , or periodic reports, are generated at specific intervals. Depending on the needs for the performance reports, they could be daily, weekly, monthly, quarterly, and annual reports or they may even use regularly scheduled dates. 

Progress reports are used to supply progress or performance information. Other business report types could also qualify as periodic reports if they are made available at intervals. 

Examples of progress reports include analytical reports, Google analytics reports, and inventory reports.

Sometimes called trend analysis reports, trend reports analyze everyday business operations and compare them to forecasts.

This report helps businesses discover recent industry trends and how they can benefit organizations. They also reveal important details about marketing campaigns and tell you the reach of your messages and their influences on marketing.

Examples include Google Analytics reports, surveys, and statistical reports.

Analytical reports have gained prominence in recent years due to the growing importance of business data analysis. 

The last few years have seen data analysis ingrained as part of standard business practices, and the industry expects to  reach $68 billion in annual revenue  by 2025.

Organizations leverage data-driven insights that make analytical reports one of the most common reports used. Analytical reports can suggest recommendations to improve businesses by leveraging data insights to evaluate performance.

When an organization rolls out products, services, campaigns, or processes, it must evaluate the success periodically or after the program.

An evaluation report documents a product’s effectiveness if a service meets expectations or if a campaign is successful.

Evaluation reports also highlight findings and make recommendations based on the performance. It is a formal, in-depth report, sometimes including background information, definitions, results, forecasts, and recommendations.

This report can assist with the decision-making process and show transparency to stakeholders.

Since businesses deal with clients, they need a client report detailing their relationship with each client and their work activities. Client reports clarify projects’ progress and help the business make management decisions.

Client reports are created and delivered according to the agreed time frame. For example, it could be weekly, monthly, quarterly, etc. This makes the report a periodic report.

Meetings and discussions with clients could also accompany it to explain the content. As a result, client reporting helps a business build trust.

The sales department reports a business’ sales performance to executives and the board through the sales reports. Members of the sales team could also make a sales report for other group members or the team manager.

A sales report details the performance of a business for a specified period. They can also reveal happenings on the field to inform decisions.

This type of report highlights sales volume, revenue from the sales, leads, etc. They may be used to set key performance indicators or formulate an entire business target.

Examples of sales reports include periodic reports that track sales performance for the specified period. For instance, a weekly or monthly sales report will detail sales, revenue, leads, and other metrics for the specified time periods.

Businesses go into partnerships and other forms of business relationships. But before this happens, they establish the specifics of the relationship through a proposal report.

Proposal reports are official documents highlighting how a business intends to help another.

Proposal reports are sent in response to a Request for Proposal or RFP. They contain specific steps the business will undertake to assist the recipient business.

Since a company usually receives business proposals from many businesses, aim for thorough and precise proposal reports.

Survey reports are documents that help a business highlight the findings from a survey. It does its best to summarize the responses of a survey and objectively present the information while using visuals like tables, graphs, charts, and infographics to make reports easy to read .

Research reports are documents created to communicate the findings from the research – whether business or scientific – related to the company. Experts in the field usually do it. Sometimes, a research report can uncover information requiring urgent attention.

The content in a research report includes the research process, findings, conclusions, recommendations, and limitations.

It will inform a business about essential market needs they need to attend to and how their products or service affects the public. For example, some social media platforms are looking into how they influence young people.

Financial reports and budget reports are often used interchangeably, but they are not necessarily the same.

Production and finance departments are typically in charge of these reports. Financial reports are formal documents that explain a business’s financial status and performance. Examples of budget reports include weekly or monthly financial reports that detail the economic activities for the period specified.

On the other hand, budget reports are concerned with the pre-set budget conditions and how they compare with the company’s financial situation. They help businesses make proper financial decisions and can be used to compare milestones over a specific period.

Although businesses put measures to prevent accidents and other undesirable incidents, they can still happen in the workplace. And when these incidents occur, additional steps may be required to avoid a reoccurrence. An incident report is an informational report that details the facts of an incident.

Incident reports may also reveal unusual occurrences, safety and health issues, security breaches, near misses, damage, etc.

It highlights the cause, exact occurrence, and ways to prevent incidents in the future. Specific industries like insurance companies and security agencies may also require them.

Also known as a project health report, project reports help the organization give information about specific projects.

Businesses generally embark on projects, and making reports about each allows them to track progress and assess performance effectively.

Project reports contain the objectives, which can help ensure compliance from everyone overseeing the project. Such reports also make it easy for stakeholders to give feedback, edit, assess financial requirements, and implement necessary actions.

Annual reports are comprehensive longer reports that give in-depth details about a business in the preceding year. It details the financial statements and achievements for the specific year. 

They could qualify as external reports since many organizations release their annual reports to the public. In some instances, releasing annual reports may be a mandate for some businesses.

However, companies mainly  design annual reports  to review the company’s business during the year. They help stakeholders become aware of the performance and inform shareholders and others about the financial performance.

Vertical and lateral reports are terms used when referring to the direction of a report. Compared to other reports, lateral reports describe those that move between members at the same organizational level.

Examples of these types of reports are informational reports exchanged between team managers, short reports between members of a team, or comprehensive reports between departments.

19. Vertical report 

Vertical reports comprise a document prepared in a report form shared between different organizational hierarchies. It could be from a higher level to a lower level or vice versa.

Examples include business reports from employees members of an executive team or managers to their team members.

Businesses organize many events, and event reports analyze each event’s success.

Event managers prepare these short reports and work by comparing event results to the set goals. It determines an event’s success and serves as a blueprint for future events.

Make beautiful, engaging, and different types of reports with Piktochart 

Understanding the different types of reports is crucial to using them for the growth and organization of your business. 

Not only report vital, but they can also help a business identify pain points and forecast future occurrences when appropriately used.

However, this isn’t always the case because many business report types often confuse employees and owners.

The way out is to use  report-writing tools  like Piktochart. Piktochart is an all-in-one business communication tool that helps businesses create reports, presentations, infographics, and various other business designs.

Pick a template, input your data, and watch your report come alive. Writing reports will be a breeze once you work from professional templates.  Create a free Piktochart account  to get started now!

Create your own report with a few clicks.

Start with a report template designed by experts and customize it with your fonts and brand colors. Upload your own photos or choose from our free library of royalty-free images. Add charts or maps and quickly get to a professionally-looking report.

Jessica La is a writer with over six years in the SEO, AI, and content industry. In her blog ByJessicaLa.com , she explores all things marketing and is passionate about the unique ways businesses can improve, innovate and grow. You can reach her at [email protected]

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Do you want to be part of these success stories, join more than 11 million who already use piktochart to craft visual stories that stick..

Types of Research Report

Meaning research report.

Research report is simply a structure compilation of data founded by analysist and researcher after concluding their research study. It consists of data that is collected after analyzing a large set of relevant data acquired through surveys and qualitative methods. It is systematic written document that defines key aspects of research project and serves a medium of communicating it with relevant individuals. It is designed in such a way that facilitate the easy understanding of all findings and recommendations to users. Preparation of research report requires a good knowledge, experience, expertise and imagination by individual. A considerable amount of money and time need to be invested for designing a proper report. 

Every research reports comprises of 7 key components. These components are: Research summary, introduction, methodology, results, discussions, references and conclusion.

Research report is mainly of 2 types: Technical report and Popular report.

Technical Report

Technical report is one that is needed where complete written report of research study is needed for the purpose of public dissemination or record-keeping. In these report, data is presented in a simple manner and key results are defined properly. Technical report emphasis on tools used in study, assumptions made and presentation of findings along with their limitation.

Outline of Technical report is: –

• Results Summary- Description of key findings of the study conducted. 
• Nature of Study- Denotes objectives of study, formulating problem on operational basis, hypothesis used for working, type of data needed and kinds of analysis.
• Methods Used- Tools and techniques used for carrying out the study along with their limitations is explained.
• Data- Description of how the data was collected, what are their sources, their characteristics and limitations. 
• Data Analysis and Presenting Findings- It is the main body of report where data is analyzed and finding are presented along with supporting data. Distinct types of tables and charts are used for better explanation.
• Conclusions- Findings are narrated in a detailed manner and implications of policies drawn from results is explained.
• Bibliography- It provide details of distinct sources which were consulted while performing a research.
• Technical Appendices- Technical appendices related to mathematical deviations, questionnaire and analysis technique elaboration.
• Index- It is attached invariably at the report end.

Outline of a Technical report may not be same in all case and may vary in all technical reports.

Popular Report

Popular report is the one that focuses on attractiveness and simplification of data. It is used when its findings will have policy implications. Focus is laid on writing in a clear manner, minimization of technical aspects, using charts and diagrams in liberal and detailed manner. Other key characteristics of popular report are use of many subheadings, large prints and occasional cartoon. Practical emphasis is given more importance in these type of report.

General outline of Popular report is as given below: –

• Findings and Their Implications- Focus is given on practical aspects of findings of study conducted and how these findings are implied.
• Recommendations for Action- This section of report on basis of findings provides recommendations for action.
• Objectives of Study- A description of nature of problem and key objectives of conducting a study are explained here.
• Techniques Used- Review of all tools and techniques employed along with data employed for concluding the study is given in this portion of study. All description is given in non-technical manner.
• Results- It is the main portion of report where all finding are denoted in simplified and non-technical terms. All sorts of illustration like diagrams and charts are used liberally.
• Technical Appendices- Technical appendices provides a detailed informed on different methods used, forms etc. In case, if report is meant for general public then technical appendices is kept precise. 

Related posts:

• Characteristics of Research Methodology
• Methodology of Operation Research
• Aims and Objectives of Research Methodology
• Project Report: Meaning, Contents, Objectives, Characteristics, Need
• Narasimham Committee Report 1991, 1998-Recommendations
• Market Research: Need, Advantages and Disadvantages

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17 Types of Reports for Reporting and Decision Making

By Danesh Ramuthi , Dec 22, 2023

Reports are indispensable tools for communication and analysis, providing structured and clear presentations of data, findings, and insights. 

The spectrum of report types is as diverse as their applications, ranging from analytical reports that offer deep insights into data, to informational reports that present facts in a straightforward manner. Other common types include feasibility reports, research reports, and progress reports, each designed to fulfill specific objectives in different professional contexts.

Recognizing the myriad types of reports and their applications is essential for effective communication and decision-making. While it’s challenging to pinpoint an exact number, the variety of reports is vast and continuously evolving to meet the dynamic needs of different industries and technological advancements. 

For professionals seeking to master the art of report writing, Venngage offers report maker and customizable report templates . These tools are tailored to facilitate the creation of professional, visually compelling reports, suitable for a wide range of report types. 

Table of content:

Formal reports

• InFormal reports

Internal reports

External reports, annual reports, monthly reports, weekly reports, daily reports, financial reports, incident reports, marketing reports, sales reports, progress reports, project status reports, survey reports, informational reports, analytical reports, final thoughts.

Formal reports are comprehensive documents often used in business and academic settings to convey detailed information, research findings, or recommendations. These reports are characterized by a structured format, including elements like a title page, table of contents, executive summary, and bibliography. 

Precision and clarity in language are essential, as formal reports are typically intended for stakeholders who make key decisions based on the data presented. They often include charts, graphs, and other visual aids to support the text, providing a thorough analysis of the topic at hand.

Informal reports

Informal reports are typically shorter and less structured than formal reports. They are used for routine communication within an organization, such as updates, brief summaries, or informal proposals . 

These reports are usually more conversational in tone, making them more accessible and easier to read. Informal reports may not require extensive data or research and often bypass elements like the title page or table of contents. They are an effective tool for quick and efficient communication of essential information within teams or departments.

Internal reports are documents used within an organization to share information, analyze operations, or make recommendations. They are intended for an internal audience, such as management, employees, or departments, and are not typically shared outside the organization. 

These reports can be formal or informal, depending on their purpose and audience. Internal reports play a crucial role in decision-making, problem-solving, and strategy development, providing valuable insights into various aspects of the organization’s functioning.

External reports are prepared with the intent of sharing information with parties outside of the organization, such as investors, clients, regulatory bodies, or the general public. These reports must be meticulously crafted, as they reflect the organization’s professionalism and credibility. 

They often include annual reports, financial statements, compliance reports, and research findings. External reports require accuracy and transparency, often following specific guidelines or standards set by external entities. 

The language and presentation of these reports are tailored to meet the expectations and requirements of the external audience.

Annual reports are comprehensive reflections of a year’s accomplishments, challenges, and financial health for businesses and organizations. These reports, often crafted with a blend of informational and analytical insights, provide a detailed overview of the year’s activities, including achievements, financial performance, and future projections. 

Key components like an executive summary, financial statements, and marketing strategies are presented in a formal report format, offering stakeholders an in-depth look at the organization’s progress. Annual reports not only serve as statutory documents but also as tools for strategic planning and investor relations, often accompanied by engaging graphics and narratives to highlight the year’s milestones.

Monthly reports offer a regular pulse check on a business’s operations, giving insights into ongoing projects, sales performance, and financial health. These reports typically combine data analysis and narrative to present a clear picture of the month’s activities. 

Key performance indicators (KPIs) are often highlighted to track progress against goals. Whether it’s a monthly sales report, financial overview, or inventory status, these reports provide essential feedback to management, allowing for timely adjustments in strategies or operations. 

In businesses where rapid changes occur, such as sales or marketing departments, monthly reports and dashboards are invaluable tools for staying aligned with short-term objectives and long-term goals.

Weekly reports serve as a compass for short-term progress and immediate action in various business contexts. These brief yet insightful documents focus on key developments, challenges, and accomplishments over a week. 

They often include updates on project milestones, team performance, and any immediate issues needing attention. In fast-paced environments, weekly reports are crucial for maintaining momentum and ensuring team alignment. 

Typically informal in nature, these reports are designed for quick consumption and prompt decision-making, often utilized by teams to stay connected and informed about ongoing activities and impending deadlines.

Daily reports are snapshots of day-to-day operations, crucial for industries and roles where real-time information is pivotal. These reports , often succinct and to-the-point, cover essential activities, key metrics, and immediate concerns. 

From a daily sales report in a bustling retail environment to a project status update in a dynamic construction site, these reports provide a continuous stream of information for timely decision-making. They are instrumental in managing daily workflows, addressing urgent issues, and keeping all stakeholders in the loop. 

Daily reports, usually brief and focused, play a significant role in ensuring smooth daily operations and immediate response to any arising challenges.

In business, numbers tell a compelling story, particularly through financial reports . These documents are crucial in painting a detailed picture of a company’s financial health. They encompass various statements, including income, cash flow, and balance sheets, offering a window into profitability, liquidity, and financial stability. 

Key for stakeholders, from investors to managers, these reports inform critical decisions, shape financial strategies, and ensure regulatory compliance. The precision and detail in these reports are paramount, as they not only reflect current fiscal standing but also guide future financial planning.

When unexpected events occur, the clarity and detail provided in incident reports become invaluable. These documents meticulously record incidents, outlining the specifics of when, where, and how they unfolded, and the immediate response enacted. 

Essential in risk management, these reports aid in identifying causes, enhancing safety protocols, and preventing recurrence. 

Their factual and objective nature ensures a clear understanding of each incident, making them integral in maintaining safety standards and complying with legal and regulatory requirements.

The pulse of a company’s marketing efforts is captured in marketing reports . These analytical tools evaluate the effectiveness of marketing strategies, from consumer engagement to campaign returns. 

By tracking key metrics such as web traffic, lead generation, and social media activity, these reports offer a comprehensive view of marketing successes and areas for improvement. Regular analysis through these reports is crucial for adapting to market dynamics, optimizing marketing strategies, and ensuring effective allocation of marketing resources.

Within the world of commerce, sales reports serve as a navigator, guiding through the complex seas of sales data. These reports offer a panoramic view of sales performance, highlighting trends, customer preferences, and revenue streams.

Businesses rely on these reports to gauge product performance, identify market opportunities, and strategize for future sales growth. The insights gained from sales reports are instrumental in target setting, forecasting, and formulating tactics to enhance sales effectiveness.

The journey of a project, with its triumphs and challenges, is chronicled in progress reports . These documents offer a periodic snapshot of ongoing projects, detailing accomplishments, pending tasks, and hurdles encountered along the way. They serve as a communication bridge between project teams and stakeholders, ensuring transparency and alignment on project objectives and timelines. 

Effective progress reports are key in steering projects towards their successful completion, keeping all parties informed and engaged in the project’s journey.

When navigating the complexities of project management, project status reports act as essential beacons, illuminating the current state of affairs. These documents offer a snapshot of progress, detailing milestones achieved, upcoming tasks, and any roadblocks encountered. 

Vital for keeping stakeholders informed, they enable proactive decision-making and ensure that everyone involved has a clear understanding of the project’s trajectory.

Survey reports are invaluable tools, translating responses into meaningful insights. These reports compile and analyze survey data, providing a clear picture of public opinions, customer satisfaction, or market trends. The findings in these reports guide strategic planning, product development, and customer engagement strategies, making them crucial for informed decision-making in various sectors.

Serving as the foundation of effective communication in organizations, informational reports present facts and data in a straightforward manner. They are designed to inform, rather than persuade, providing clear and concise information on a specific topic, event, or situation. 

These reports are essential for keeping team members, management, and stakeholders updated on various aspects of business operations, without the inclusion of analysis or recommendations.

Analytical reports stand at the crossroads of data and decision-making. These documents delve deep into data, examining patterns, trends, and correlations to provide a comprehensive analysis. They play a pivotal role in guiding business strategies, policy-making, and problem-solving. 

By offering insights and recommendations based on thorough analysis, these reports are instrumental in enabling organizations to make well-informed decisions.

Related: 50+ Essential Business Report Examples with Templates

There are many types of reports, encompassing everything from formal to informal, internal to external, and from financial to marketing reports. Each type serves a unique purpose, catering to different needs within a business or educational context. Understanding these differences is key to creating reports that are not just informative but also impactful.

Financial reports require meticulous detail, while marketing reports thrive on creativity and analytics. Similarly, progress and project status reports are essential in keeping stakeholders informed and projects on track.

Creating these reports doesn’t have to be a daunting task. Venngage offers a versatile report maker and a variety of report templates , making it easier to design reports that are both professional and visually appealing. With Venngage’s tools at your disposal, you can transform data and information into compelling narratives that resonate with your audience.

Remember, the right report can not only convey essential information but also inspire action, guide decision-making, and reflect the health and progress of your endeavors. So, take advantage of the resources available to you and elevate your reporting to the next level with Venngage.

Exploring different types of reports

Create beautiful charts & infographics get started, 09.11.2023 by anete ezera.

Reports are great for conveying complex information and data in a structured and organized manner. And there are many different types of reports that are widely used in business, education, healthcare, and other sectors. For example, in business, reports are used for performance analysis, financial statements, and project updates. However, in education, reports are vital for research findings and academic assessments. Overall, reports enable effective decision-making and communication within organizations. However, not all types of reports are created equally. To create a truly compelling and useful report , it’s essential to understand the different types and best practices for creating and designing them. Also, it’s helpful to recognize how Infogram can elevate your reports through engaging visualizations.

In this article, we’re going to explore what are the different types of reports and what are the best practices for each of them. Also, we’re going to discuss how Infogram can help you create reports faster and better.

Different types of reports

Informative reports.

Informative reports represent one of the most prominent and essential types of documentation across various fields. These reports are structured to offer a clear and direct presentation of information, making them highly valuable in academic, scientific, and business contexts. 

Key characteristics 

Objective presentation: Informative reports maintain objectivity by presenting information in a straightforward, unbiased manner. They avoid the use of opinion, focusing solely on verifiable facts and data.

Concise summarization: These reports aim to transform large amounts of information into a concise, easily digestible format. They are a valuable tool for shortening extensive research or complex data into a manageable form.

Structured format: Informative reports often follow a standardized structure, including sections such as an introduction, methods, results, discussion, and conclusion. This structure helps to locate and understand key information efficiently.

Supporting visuals: The inclusion of charts, graphs, tables, and other visual aids can improve the clarity and impact of an informative report. Visual elements help readers understand complex data more quickly.

Use cases 

Informative reports serve various purposes across different domains:

Academic: In education, informative reports are commonly used to present research findings, summarize experiments, or provide data analysis. Students and researchers use these reports to communicate their work to peers and the academic community.

Scientific: In science, informative reports are vital for sharing research results, observations, and discoveries. Scientific journals often feature these reports to showcase new knowledge and advancements within a particular field.

Business: In business, informative reports are instrumental in decision-making. Market research, financial analysis, and performance reports are all examples of informative reports that help business leaders make informed choices and strategies.

Government and policy: Government agencies use informative reports to share data and insights with the public, legislators, and policymakers. These reports can influence important decisions, laws, and policies.

Healthcare and medicine: In healthcare, informative reports are crucial for presenting clinical trial results, medical research, and patient data. These reports inform healthcare professionals, researchers, and the public about medical advancements and best practices.

Best practices for creating informative reports

Clear language: Use clear, jargon-free language that your target audience can easily understand. Avoid technical terms or jargon that might be unfamiliar to your readers.

Logical structure: Follow a well-defined structure, typically starting with an introduction, followed by the main body, conclusions, and any necessary appendices.

Visual aids: Incorporate relevant visuals, such as graphs, charts, or images, to illustrate key points and enhance comprehension. To create highly effective visuals, use Infogram . 

Citations and references: Properly cite all sources and references used to maintain credibility and avoid plagiarism.

Proofreading: Thoroughly proofread your report to eliminate errors in grammar, spelling, and formatting.

Analytical reports

Analytical reports delve deeper into data analysis to draw conclusions and offer recommendations. These reports are vital for decision-makers across different fields, providing a profound understanding of complex issues and the insights necessary for making informed choices. 

Key characteristics

Data examination: Analytical reports begin with a thorough examination of data, often involving complex datasets. The aim is to convey information, identifying patterns, trends, and relationships among variables.

Conclusions and recommendations: Unlike informative reports, analytical reports don’t just present facts and data; they go further to draw conclusions and offer recommendations. These recommendations are grounded in the data analysis and are crucial for informing decision-makers.

Multiple perspectives: Analytical reports often present multiple perspectives on an issue. They consider various factors and viewpoints, offering a holistic understanding of the subject matter.

Actionable insights: The primary goal of an analytical report is to provide insights that can guide decision-making. These insights should be practical and actionable, empowering stakeholders to make informed choices.

Contextualization: Analytical reports often provide context for the data presented. They explain why certain findings are significant and how they relate to the broader context or problem under consideration.

Analytical reports serve a wide range of purposes across different sectors:

Business and management: In the corporate world, analytical reports are useful for assessing market trends, financial performance, and operational efficiencies. They provide management with the insights needed to improve processes and make strategic decisions.

Policy and government: Government agencies use analytical reports to inform policy decisions. These reports assess the impact of existing policies, explore potential alternatives, and recommend the best course of action for societal issues.

Healthcare and medicine: In healthcare, analytical reports help healthcare administrators and policymakers make informed decisions about resource allocation, patient care, and public health strategies.

Environmental and scientific research: Analytical reports play an important role in analyzing research findings and drawing scientific conclusions. They are crucial for peer-reviewed publications and for advancing scientific knowledge.

Education: Educational institutions and policymakers use analytical reports to assess the effectiveness of teaching methods, educational programs, and policies.

Best practices for creating analytical reports

Data quality: Ensure that the data used in the report is accurate, reliable, and relevant. The analysis is only as good as the data it’s based on.

Clear structure: Organize the report logically, with a clear introduction, data analysis, conclusions, and actionable recommendations. Each section should flow smoothly, guiding the reader through the report.

Visual representation: Use visual aids, such as charts, graphs, and tables, to enhance data presentation and make complex information more accessible.

Causal relationships: If applicable, explore causal relationships and correlations within the data, providing a nuanced understanding of the subject matter.

Research reports

Research reports play an important role in communicating the outcomes of a research process or scientific experiments. These reports serve as a reservoir of knowledge, storing the details of a research process, from methodology to data analysis, and ultimately leading to well-communicated conclusions. 

Methodology detailing: Research reports outline the methods used in the research. This includes research design, data collection techniques, and any tools or instruments used. A clear methodology section is vital for understanding the study’s credibility and replicability.

Data analysis and interpretation: These reports offer a well-rounded analysis of the collected data. Researchers often use statistical or qualitative methods to interpret the information, providing insights into the relationships between variables and the significance of findings.

Conclusions and implications: Research reports present conclusions drawn from the data and analysis. These conclusions provide valuable insights into the research question or problem, shedding light on its implications for theory, practice, or further research.

Citations and references: Proper citations and references are crucial for the study. This enhances the credibility and scholarly integrity of the report.

Peer review and publication: Many research reports undergo rigorous peer review before being published in academic journals. Peer review ensures the quality and validity of the research, making it accessible to the wider scientific community.

Research reports serve a multitude of purposes across various domains:

Academic advancement: In academia, research reports are the backbone of knowledge. They contribute to the gathering of scientific knowledge, advance theories, and inform future research directions.

Scientific discovery: In the scientific community, research reports are crucial for documenting groundbreaking discoveries, experimental results, and innovations. These reports fuel scientific progress and underpin the development of new technologies.

Policy formation: Research reports provide evidence and insights that policymakers and government agencies use to formulate and revise policies. They inform decisions related to public health, education, environmental regulations, and more.

Corporate research and development: In the corporate world, research reports drive innovation and strategic decision-making. They help businesses identify market trends, improve products, and optimize operations.

Healthcare and medicine: Research reports in healthcare and medicine contribute to the development of medical treatments, inform clinical guidelines, and shape public health interventions.

Best practices for creating research reports

Comprehensive methodology: Describe the research methodology in precise detail, ensuring that other researchers can replicate the study. Transparency is essential for the credibility of the report.

Data integrity: Ensure the data collected is reliable and that the analysis methods are appropriate for the research question. 

Logical structure: Follow a structured format with sections for the introduction, literature review, methodology, results, discussion, and conclusion. This provides a clear path for readers to follow.

Contributions to knowledge: Clearly outline how the research contributes to the existing body of knowledge. Discuss the theoretical and practical implications of the findings.

Peer review: Consider submitting the research report to peer-reviewed journals or seeking feedback from colleagues and mentors. Peer review helps ensure the quality and accuracy of the research.

Progress reports

Progress reports are key in project management, offering a dynamic snapshot of ongoing activities, projects, or initiatives. These reports are instrumental in tracking and communicating the status of a venture, helping stakeholders stay informed and make informed decisions.

Regular updates: Progress reports are typically issued at regular intervals, such as weekly, monthly, or quarterly. They serve as a means of consistent communication, ensuring that stakeholders are well-informed throughout the project’s duration.

Status overview: These reports provide a comprehensive overview of the project’s status, summarizing achievements, challenges, and milestones reached during the reporting period.

Issues and challenges: Progress reports include information about any issues, bottlenecks, or challenges that have arisen during the project. This transparency is essential for addressing problems in a timely manner.

Next steps: They outline the planned actions and goals for the next reporting period. This helps to understand the project’s trajectory and future objectives.

Visual representation: Using charts, graphs, and visuals can make the report more engaging and help stakeholders quickly grasp key information.

Progress reports serve a range of purposes across different spheres:

Project management: In project management, these reports help project managers keep stakeholders updated on the progress of various tasks and activities. This, in turn, supports effective decision-making and the timely resolution of issues.

Business operations: Businesses use progress reports to monitor the development of strategic initiatives, product launches, and performance metrics. These reports help leadership teams assess the effectiveness of their strategies.

Government and public projects: Government agencies use progress reports to inform the public and policymakers about the advancement of infrastructure projects, public programs, and policy implementations.

Academic and research projects: In the academic world, progress reports are critical for tracking research projects, grant-funded studies, and academic initiatives. They help researchers and institutions remain accountable for their work.

Nonprofit and NGO activities: Nonprofit organizations and NGOs use progress reports to demonstrate the impact of their work to donors, volunteers, and the communities they serve.

Best practices for creating progress reports

Clarity: Ensure the report is clear, concise, and easily understood. Use plain language and avoid unnecessary jargon or technical details.

Timeliness: Deliver progress reports on schedule to maintain trust and accountability.

Transparent reporting: Be honest about challenges and setbacks. Transparency fosters trust and allows stakeholders to offer support and guidance when needed.

Visual aids: Incorporate visuals like Gantt charts , progress bars , or infographics to make data more visually appealing and digestible. Interested in discovering how Infogram can enhance your team’s work? Join a brief Zoom session with our Customer Success Manager to explore key features, get answers to your questions, and understand how we can assist. It’s quick, informative, and just like a coffee-break chat. Schedule your call now!

Elevating different types of reports with Infogram

Infogram is a powerful tool for creating visually appealing and engaging reports. Here’s how it can help:

Easy-to-use templates: Infogram offers a range of customizable templates for different report types, saving you time and ensuring a professional look. Also, make sure to take a look at the best report examples and get inspired to create your own!

Data visualization: Infogram enables you to create interactive and impactful data visualizations , including charts, maps , and infographics . The interactivity and visual appeal help convey complex information in a comprehensible and highly engaging manner.

Real-time updates: With real-time data integration , you can keep your reports up-to-date, making them even more valuable for decision-making.

Collaboration features: Collaborate with team members and stakeholders in real-time, streamlining the report creation process and ensuring input from all relevant parties. 

Note: To collaborate in real-time, you’ll need to have a team or higher plan. Check out what other features you can easily unlock with Infogram plans.

Shareability: Infogram makes it easy to share your reports online, embed them in websites, or export them in various formats, improving their accessibility and reach.

Different types of reports – one solution

Reports are vital tools for conveying information, insights, and data. Understanding the different types of reports and following best practices for creating and designing them is crucial for their effectiveness. Infogram takes report creation to the next level by offering tools for visually engaging and impactful data visualizations. By integrating Infogram into your report creation process, you can create reports that not only inform but also captivate your audience. So, harness the power of reports and elevate your data storytelling with Infogram. Start creating today!

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Engaging With Research

Common Types of Research Reports & Documents

Research is central to most work in STEM fields and you may often be required to conduct various types of research as part of your professional life.  Lab reports, recommendation reports, proposals, and white papers are just some of the professional documents that rely on research.  These are the kinds of documents that can help organizations make decisions, solicit new clients and contracts, and communicate with the public.

For more information on these common types of professional correspondence, see the Workplace Communications chapter.

A Guide to Technical Communications: Strategies & Applications Copyright © 2016 by Lynn Hall & Leah Wahlin is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License , except where otherwise noted.

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• Research Report
• Post last modified: 11 January 2022
• Reading time: 25 mins read
• Post category: Research Methodology

What is Research Report?

Research reporting is the oral or written presentation of the findings in such detail and form as to be readily understood and assessed by the society, economy or particularly by the researchers.

As earlier said that it is the final stage of the research process and its purpose is to convey to interested persons the whole result of the study. Report writing is common to both academic and managerial situations. In academics, a research report is prepared for comprehensive and application-oriented learning. In businesses or organisations, reports are used for the basis of decision making.

Table of Content

• 1 What is Research Report?
• 2 Research Report Definition
• 3.1 Preliminary Part
• 3.2 Introduction of the Report
• 3.3 Review of Literature
• 3.4 The Research Methodology
• 3.5 Results
• 3.6 Concluding Remarks
• 3.7 Bibliography
• 4 Significance of Report Writing
• 5 Qualities of Good Report
• 6.1 Analysis of the subject matter
• 6.2 Research outline
• 6.3 Preparation of rough draft
• 6.4 Rewriting and polishing
• 6.5 Writing the final draft
• 7 Precautions for Writing Research Reports
• 8.1.1 Technical Report
• 8.1.2 Popular Report
• 8.2.1 Written Report
• 8.2.2 Oral Report

Research Report Definition

According to C. A. Brown , “A report is a communication from someone who has information to someone who wants to use that information.”

According to Goode and Hatt , “The preparation of report is the final stage of research, and it’s purpose is to convey to the interested persons the whole result of the study, in sufficient detail and so arranged as to enable each reader to comprehend the data and to determine for himself the validity of the conclusions.”

It is clear from the above definitions of a research report, it is a brief account of the problem of investigation, the justification of its selection and the procedure of analysis and interpretation. It is only a summary of the entire research proceedings.

In other words, it can be defined as written documents, which presents information in a specialized and concise manner.

Contents of Research Report

Although no hard and fast rules can be laid down, the report must contain the following points.

• Acknowledgement
• Table of contents
• List of tables
• List of graphs
• Introduction
• Background of the research study
• Statement of the problem
• Brief outline of the chapters
• Books review
• Review of articles published in books, journals, periodicals, etc
• Review of articles published in leading newspapers
• Working papers / discusssion paper / study reports
• Articles on authorised websites
• A broad conclusion and indications for further research
• The theoretical framework (variables)
• Model / hypothesis
• Instruments for data collection
• Data collection
• Pilot study
• Processing of data
• Hypothesis / model testing
• Data analysis and interpretation
• Tables and figures
• Conclusions
• Shortcomings
• Suggestions to the problems
• Direction for further research

Preliminary Part

The preliminary part may have seven major components – cover, title, preface, acknowledgement, table of contents, list of tables, list of graphs. Long reports presented in book form have a cover made up of a card sheet. The cover contains title of the research report, the authority to whom the report is submitted, name of the author, etc.

The preface introduces the report to the readers. It gives a very brief introduction of the report. In the acknowledgements author mention names of persons and organisations that have extended co-operation and helped in the various stages of research. Table of contents is essential. It gives the title and page number of each chapter.

Introduction of the Report

The introduction of the research report should clearly and logically bring out the background of the problem addressed in the research. The purpose of the introduction is to introduce the research project to the readers. A clear statement of the problem with specific questions to be answered is presented in the introduction. It contains a brief outline of the chapters.

Review of Literature

The third section reviews the important literature related to the study. A comprehensive review of the research literature referred to must be made. Previous research studies and the important writings in the area under study should be reviewed. Review of literature is helpful to provide a background for the development of the present study.

The researcher may review concerned books, articles published in edited books, journals and periodicals. Researcher may also take review of articles published in leading newspapers. A researcher should study working papers/discussion papers/study reports. It is essential for a broad conclusion and indications for further research.

The Research Methodology

Research methodology is an integral part of the research. It should clearly indicate the universe and the selection of samples, techniques of data collection, analysis and interpretation, statistical techniques, etc.

Results contain pilot study, processing of data, hypothesis/model testing, data analysis and interpretation, tables and figures, etc. This is the heart of the research report. If a pilot study is planned to be used, it’s purpose should be given in the research methodology.

The collected data and the information should be edited, coded, tabulated and analysed with a view to arriving at a valid and authentic conclusion. Tables and figures are used to clarify the significant relationship. The results obtained through tables, graphs should be critically interpreted.

Concluding Remarks

The concluding remarks should discuss the results obtained in the earlier sections, as well as their usefulness and implications. It contains findings, conclusions, shortcomings, suggestions to the problem and direction for future research. Findings are statements of factual information based upon the data analysis.

Conclusions must clearly explain whether the hypothesis have been established and rejected. This part requires great expertise and preciseness. A report should also refer to the limitations of the applicability of the research inferences. It is essential to suggest the theoretical, practical and policy implications of the research. The suggestions should be supported by scientific and logical arguments. The future direction of research based on the work completed should also be outlined.

Bibliography

The bibliography is an alphabetic list of books, journal articles, reports, etc, published or unpublished, read, referred to, examined by the researcher in preparing the report. The bibliography should follow standard formats for books, journal articles, research reports.

The end of the research report may consist of appendices, listed in respect of all technical data. Appendices are for the purpose of providing detailed data or information that would be too cumbersome within the main body of the research report.

Significance of Report Writing

Report writing is an important communication medium in organisations. The most crucial findings might have come out through a research report. Report is common to academics and managers also. Reports are used for comprehensive and application oriented learning in academics. In organisations, reports are used for the basis of decision making. The importance of report writing can be discussed as under.

Through research reports, a manager or an executive can quickly get an idea of a current scenario which improves his information base for making sound decisions affecting future operations of the company or enterprise. The research report acts as a means of communication of various research findings to the interested parties, organisations and general public.

Good report writing play, a significant role of conveying unknown facts about the phenomenon to the concerned parties. This may provide new insights and new opportunities to the people. Research report plays a key role in making effective decisions in marketing, production, banking, materials, human resource development and government also. Good report writing is used for economic planning and optimum utilisation of resources for the development of a nation.

Report writing facilitates the validation of generalisation. A research report is an end product of research. As earlier said that report writing provides useful information in arriving at rational decisions that may reform the business and society. The findings, conclusions, suggestions and recommendations are useful to academicians, scholars and policymakers. Report writing provides reference material for further research in the same or similar areas of research to the concerned parties.

While preparing a research report, a researcher should take some proper precautions. Report writing should be simple, lucid and systematic. Report writing should be written speedily without interrupting the continuity of thought. The report writing should sustain the interest of readers.

Qualities of Good Report

Report writing is a highly skilled job. It is a process of analysing, understanding and consolidating the findings and projecting a meaningful view of the phenomenon studied. A good report writing is essential for effective communication.

Following are the essential qualities of good report:

• A research report is essentially a scientific documentation. It should have a suggestive title, headings and sub-headings, paragraphs arranged in a logical sequence.
• Good research report should include everything that is relevant and exclude everything that is irrelevant. It means that it should contain the facts rather than opinion.
• The language of the report should be simple and unambiguous. It means that it should be free from biases of the researchers derived from the past experience. Confusion, pretentiousness and pomposity should be carefully guarded against. It means that the language of the report should be simple, employing appropriate words, idioms and expressions.
• The report must be free from grammatical mistakes. It must be grammatically accurate. Faulty construction of sentences makes the meaning of the narrative obscure and ambiguous.
• The report has to take into consideration two facts. Firstly, for whom the report is meant and secondly, what is his level of knowledge. The report has to look to the subject matter of the report and the fact as to the level of knowledge of the person for whom it is meant. Because all reports are not meant for research scholars.

Steps in Writing Research Report

Report writing is a time consuming and expensive exercise. Therefore, reports have to be very sharply focused in purpose content and readership. There is no single universally acceptable method of writing a research report.

Following are the general steps in writing a research report:

Analysis of the subject matter

Research outline, preparation of rough draft, rewriting and polishing, writing the final draft.

This is the first and important step in writing a research report. It is concerned with the development of a subject. Subject matter should be written in a clear, logical and concise manner. The style adopted should be open, straightforward and dignified and folk style language should be avoided.

The data, the reliability and validity of the results of the statistical analysis should be in the form of tables, figures and equations. All redundancy in the data or results presented should be eliminated.

The research outline is an organisational framework prepared by the researcher well in advance. It is an aid to logical organisation of material and a reminder of the points to be stressed in the report. In the process of writing, if need be, outline may be revised accordingly.

Time and place of the study, scope and limitations of the study, study design, summary of pilot study, methods of data collection, analysis interpretation, etc., may be included in a research outline.

Having prepared the primary and secondary data, the researcher has to prepare a rough draft. While preparing the rough draft, the researcher should keep the objectives of the research in mind, and focus on one objective at a time. The researcher should make a checklist of the important points that are necessary to be covered in the manuscript. A researcher should use dictionary and relevant reference materials as and when required.

This is an important step in writing a research report. It takes more time than a rough draft. While rewriting and polishing, a researcher should check the report for weakness in logical development or presentation. He should take breaks in between rewriting and polishing since this gives the time to incubate the ideas.

The last and important step is writing the final draft. The language of the report should be simple, employing appropriate words and expressions and should avoid vague expressions such as ‘it seems’ and ‘there may be’ etc.

It should not used personal pronouns, such as I, We, My, Us, etc and should substitute these by such expressions as a researcher, investigator, etc. Before the final drafting of the report, it is advisable that the researcher should prepare a first draft for critical considerations and possible improvements. It will be helpful in writing the final draft. Finally, the report should be logically outlined with the future directions of the research based on the work completed.

Precautions for Writing Research Reports

A research report is a means of conveying the research study to a specific target audience. The following precautions should be taken while preparing a research report:

• Its hould belong enough to cover the subject and short enough to preserve interest.
• It should not be dull and complicated.
• It should be simple, without the usage of abstract terms and technical jargons.
• It should offer ready availability of findings with the help of charts, tables and graphs, as readers prefer quick knowledge of main findings.
• The layout of the report should be in accordance with the objectives of the research study.
• There should be no grammatical errors and writing should adhere to the techniques of report writing in case of quotations, footnotes and documentations.
• It should be original, intellectual and contribute to the solution of a problem or add knowledge to the concerned field.
• Appendices should been listed with respect to all the technical data in the report.
• It should be attractive, neat and clean, whether handwritten or typed.
• The report writer should refrain from confusing the possessive form of the word ‘it’ is with ‘it’s.’ The accurate possessive form of ‘it is’ is ‘its.’ The use of ‘it’s’ is the contractive form of ‘it is.
• A report should not have contractions. Examples are ‘didn’t’ or ‘it’s.’ In report writing, it is best to use the non-contractive form. Therefore, the examples would be replaced by ‘did not’ and ‘it is.’ Using ‘Figure’ instead of ‘Fig.’ and ‘Table’ instead of ‘Tab.’ will spare the reader of having to translate the abbreviations, while reading. If abbreviations are used, use them consistently throughout the report. For example, do not switch among ‘versus,’ and ‘vs’.
• It is advisable to avoid using the word ‘very’ and other such words that try to embellish a description. They do not add any extra meaning and, therefore, should be dropped.
• Repetition hampers lucidity. Report writers must avoid repeating the same word more than once within a sentence.
• When you use the word ‘this’ or ‘these’ make sure you indicate to what you are referring. This reduces the ambiguity in your writing and helps to tie sentences together.
• Do not use the word ‘they’ to refer to a singular person. You can either rewrite the sentence to avoid needing such a reference or use the singular ‘he or she.’

Types of Research Report

Research reports are designed in order to convey and record the information that will be of practical use to the reader. It is organized into distinct units of specific and highly visible information. The kind of audience addressed in the research report decides the type of report.

Research reports can be categorized on the following basis:

Classification on the Basis of Information

Classification on the basis of representation.

Following are the ways through which the results of the research report can be presented on the basis of information contained:

Technical Report

A technical report is written for other researchers. In writing the technical reports, the importance is mainly given to the methods that have been used to collect the information and data, the presumptions that are made and finally, the various presentation techniques that are used to present the findings and data.

Following are main features of a technical report:

• Summary: It covers a brief analysis of the findings of the research in a very few pages. 
• Nature: It contains the reasons for which the research is undertaken, the analysis and the data that is required in order to prepare a report. 
• Methods employed: It contains a description of the methods that were employed in order to collect the data. 
• Data: It covers a brief analysis of the various sources from which the data has been collected with their features and drawbacks 
• Analysis of data and presentation of the findings: It contains the various forms through which the data that has been analysed can be presented. 
• Conclusions: It contains a brief explanation of findings of the research. 
• Bibliography: It contains a detailed analysis of the various bibliographies that have been used in order to conduct a research. 
• Technical appendices: It contains the appendices for the technical matters and for questionnaires and mathematical derivations. 
• Index: The index of the technical report must be provided at the end of the report.

Popular Report

A popular report is formulated when there is a need to draw conclusions of the findings of the research report. One of the main points of consideration that should be kept in mind while formulating a research report is that it must be simple and attractive. It must be written in a very simple manner that is understandable to all. It must also be made attractive by using large prints, various sub-headings and by giving cartoons occasionally.

Following are the main points that must be kept in mind while preparing a popular report:

• Findings and their implications : While preparing a popular report, main importance is given to the findings of the information and the conclusions that can be drawn out of these findings.
• Recommendations for action : If there are any deviations in the report then recommendations are made for taking corrective action in order to rectify the errors.
• Objective of the study : In a popular report, the specific objective for which the research has been undertaken is presented.
• Methods employed : The report must contain the various methods that has been employed in order to conduct a research.
• Results : The results of the research findings must be presented in a suitable and appropriate manner by taking the help of charts and diagrams.
• Technical appendices : The report must contain an in-depth information used to collect the data in the form of appendices.

Following are the ways through which the results of the research report can be presented on the basis of representation:

• Writtenreport
• Oral report

Written Report

A written report plays a vital role in every business operation. The manner in which an organization writes business letters and business reports creates an impression of its standard. Therefore, the organization should emphasize on the improvement of the writing skills of the employees in order to maintain effective relations with their customers.

Writing effective written reports requires a lot of hard work. Therefore, before you begin writing, it is important to know the objective, i.e., the purpose of writing, collection and organization of required data.

Oral Report

At times, oral presentation of the results that are drawn out of research is considered effective, particularly in cases where policy recommendations are to be made. This approach proves beneficial because it provides a medium of interaction between a listener and a speaker. This leads to a better understanding of the findings and their implications.

However, the main drawback of oral presentation is the lack of any permanent records related to the research. Oral presentation of the report is also effective when it is supported with various visual devices, such as slides, wall charts and whiteboards that help in better understanding of the research reports.

Business Ethics

( Click on Topic to Read )

• What is Ethics?
• What is Business Ethics?
• Values, Norms, Beliefs and Standards in Business Ethics
• Indian Ethos in Management
• Ethical Issues in Marketing
• Ethical Issues in HRM
• Ethical Issues in IT
• Ethical Issues in Production and Operations Management
• Ethical Issues in Finance and Accounting
• What is Corporate Governance?
• What is Ownership Concentration?
• What is Ownership Composition?
• Types of Companies in India
• Internal Corporate Governance
• External Corporate Governance
• Corporate Governance in India
• What is Enterprise Risk Management (ERM)?
• What is Assessment of Risk?
• What is Risk Register?
• Risk Management Committee

Corporate social responsibility (CSR)

• Theories of CSR
• Arguments Against CSR
• Business Case for CSR
• Importance of CSR in India
• Drivers of Corporate Social Responsibility
• Developing a CSR Strategy
• Implement CSR Commitments
• CSR Marketplace
• CSR at Workplace
• Environmental CSR
• CSR with Communities and in Supply Chain
• Community Interventions
• CSR Monitoring
• CSR Reporting
• Voluntary Codes in CSR
• What is Corporate Ethics?

Lean Six Sigma

• What is Six Sigma?
• What is Lean Six Sigma?
• Value and Waste in Lean Six Sigma
• Six Sigma Team
• MAIC Six Sigma
• Six Sigma in Supply Chains
• What is Binomial, Poisson, Normal Distribution?
• What is Sigma Level?
• What is DMAIC in Six Sigma?
• What is DMADV in Six Sigma?
• Six Sigma Project Charter
• Project Decomposition in Six Sigma
• Critical to Quality (CTQ) Six Sigma
• Process Mapping Six Sigma
• Flowchart and SIPOC
• Gage Repeatability and Reproducibility
• Statistical Diagram
• Lean Techniques for Optimisation Flow
• Failure Modes and Effects Analysis (FMEA)
• What is Process Audits?
• Six Sigma Implementation at Ford
• IBM Uses Six Sigma to Drive Behaviour Change
• Research Methodology
• What is Research?
• What is Hypothesis?
• Sampling Method

Research Methods

• Data Collection in Research

Methods of Collecting Data

• Application of Business Research
• Levels of Measurement
• What is Sampling?
• Hypothesis Testing
• What is Management?
• Planning in Management
• Decision Making in Management
• What is Controlling?
• What is Coordination?
• What is Staffing?
• Organization Structure
• What is Departmentation?
• Span of Control
• What is Authority?
• Centralization vs Decentralization
• Organizing in Management
• Schools of Management Thought
• Classical Management Approach
• Is Management an Art or Science?
• Who is a Manager?

Operations Research

• What is Operations Research?
• Operation Research Models
• Linear Programming
• Linear Programming Graphic Solution
• Linear Programming Simplex Method
• Linear Programming Artificial Variable Technique
• Duality in Linear Programming
• Transportation Problem Initial Basic Feasible Solution
• Transportation Problem Finding Optimal Solution
• Project Network Analysis with Critical Path Method
• Project Network Analysis Methods
• Project Evaluation and Review Technique (PERT)
• Simulation in Operation Research
• Replacement Models in Operation Research

Operation Management

• What is Strategy?
• What is Operations Strategy?
• Operations Competitive Dimensions
• Operations Strategy Formulation Process
• What is Strategic Fit?
• Strategic Design Process
• Focused Operations Strategy
• Corporate Level Strategy
• Expansion Strategies
• Stability Strategies
• Retrenchment Strategies
• Competitive Advantage
• Strategic Choice and Strategic Alternatives
• What is Production Process?
• What is Process Technology?
• What is Process Improvement?
• Strategic Capacity Management
• Production and Logistics Strategy
• Taxonomy of Supply Chain Strategies
• Factors Considered in Supply Chain Planning
• Operational and Strategic Issues in Global Logistics
• Logistics Outsourcing Strategy
• What is Supply Chain Mapping?
• Supply Chain Process Restructuring
• Points of Differentiation
• Re-engineering Improvement in SCM
• What is Supply Chain Drivers?
• Supply Chain Operations Reference (SCOR) Model
• Customer Service and Cost Trade Off
• Internal and External Performance Measures
• Linking Supply Chain and Business Performance
• Netflix’s Niche Focused Strategy
• Disney and Pixar Merger
• Process Planning at Mcdonald’s

Service Operations Management

• What is Service?
• What is Service Operations Management?
• What is Service Design?
• Service Design Process
• Service Delivery
• What is Service Quality?
• Gap Model of Service Quality
• Juran Trilogy
• Service Performance Measurement
• Service Decoupling
• IT Service Operation
• Service Operations Management in Different Sector

Procurement Management

• What is Procurement Management?
• Procurement Negotiation
• Types of Requisition
• RFX in Procurement
• What is Purchasing Cycle?
• Vendor Managed Inventory
• Internal Conflict During Purchasing Operation
• Spend Analysis in Procurement
• Sourcing in Procurement
• Supplier Evaluation and Selection in Procurement
• Blacklisting of Suppliers in Procurement
• Total Cost of Ownership in Procurement
• Incoterms in Procurement
• Documents Used in International Procurement
• Transportation and Logistics Strategy
• What is Capital Equipment?
• Procurement Process of Capital Equipment
• Acquisition of Technology in Procurement
• What is E-Procurement?
• E-marketplace and Online Catalogues
• Fixed Price and Cost Reimbursement Contracts
• Contract Cancellation in Procurement
• Ethics in Procurement
• Legal Aspects of Procurement
• Global Sourcing in Procurement
• Intermediaries and Countertrade in Procurement

Strategic Management

• What is Strategic Management?
• What is Value Chain Analysis?
• Mission Statement
• Business Level Strategy
• What is SWOT Analysis?
• What is Competitive Advantage?
• What is Vision?
• What is Ansoff Matrix?
• Prahalad and Gary Hammel
• Strategic Management In Global Environment
• Competitor Analysis Framework
• Competitive Rivalry Analysis
• Competitive Dynamics
• What is Competitive Rivalry?
• Five Competitive Forces That Shape Strategy
• What is PESTLE Analysis?
• Fragmentation and Consolidation Of Industries
• What is Technology Life Cycle?
• What is Diversification Strategy?
• What is Corporate Restructuring Strategy?
• Resources and Capabilities of Organization
• Role of Leaders In Functional-Level Strategic Management
• Functional Structure In Functional Level Strategy Formulation
• Information And Control System
• What is Strategy Gap Analysis?
• Issues In Strategy Implementation
• Matrix Organizational Structure
• What is Strategic Management Process?

Supply Chain

• What is Supply Chain Management?
• Supply Chain Planning and Measuring Strategy Performance
• What is Warehousing?
• What is Packaging?
• What is Inventory Management?
• What is Material Handling?
• What is Order Picking?
• Receiving and Dispatch, Processes
• What is Warehouse Design?
• What is Warehousing Costs?

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Home » Research Methodology – Types, Examples and writing Guide

Research Methodology – Types, Examples and writing Guide

Table of Contents

Research Methodology

Definition:

Research Methodology refers to the systematic and scientific approach used to conduct research, investigate problems, and gather data and information for a specific purpose. It involves the techniques and procedures used to identify, collect , analyze , and interpret data to answer research questions or solve research problems . Moreover, They are philosophical and theoretical frameworks that guide the research process.

Structure of Research Methodology

Research methodology formats can vary depending on the specific requirements of the research project, but the following is a basic example of a structure for a research methodology section:

I. Introduction

• Provide an overview of the research problem and the need for a research methodology section
• Outline the main research questions and objectives

II. Research Design

• Explain the research design chosen and why it is appropriate for the research question(s) and objectives
• Discuss any alternative research designs considered and why they were not chosen
• Describe the research setting and participants (if applicable)

III. Data Collection Methods

• Describe the methods used to collect data (e.g., surveys, interviews, observations)
• Explain how the data collection methods were chosen and why they are appropriate for the research question(s) and objectives
• Detail any procedures or instruments used for data collection

IV. Data Analysis Methods

• Describe the methods used to analyze the data (e.g., statistical analysis, content analysis )
• Explain how the data analysis methods were chosen and why they are appropriate for the research question(s) and objectives
• Detail any procedures or software used for data analysis

V. Ethical Considerations

• Discuss any ethical issues that may arise from the research and how they were addressed
• Explain how informed consent was obtained (if applicable)
• Detail any measures taken to ensure confidentiality and anonymity

VI. Limitations

• Identify any potential limitations of the research methodology and how they may impact the results and conclusions

VII. Conclusion

• Summarize the key aspects of the research methodology section
• Explain how the research methodology addresses the research question(s) and objectives

Research Methodology Types

Types of Research Methodology are as follows:

Quantitative Research Methodology

This is a research methodology that involves the collection and analysis of numerical data using statistical methods. This type of research is often used to study cause-and-effect relationships and to make predictions.

Qualitative Research Methodology

This is a research methodology that involves the collection and analysis of non-numerical data such as words, images, and observations. This type of research is often used to explore complex phenomena, to gain an in-depth understanding of a particular topic, and to generate hypotheses.

Mixed-Methods Research Methodology

This is a research methodology that combines elements of both quantitative and qualitative research. This approach can be particularly useful for studies that aim to explore complex phenomena and to provide a more comprehensive understanding of a particular topic.

Case Study Research Methodology

This is a research methodology that involves in-depth examination of a single case or a small number of cases. Case studies are often used in psychology, sociology, and anthropology to gain a detailed understanding of a particular individual or group.

Action Research Methodology

This is a research methodology that involves a collaborative process between researchers and practitioners to identify and solve real-world problems. Action research is often used in education, healthcare, and social work.

Experimental Research Methodology

This is a research methodology that involves the manipulation of one or more independent variables to observe their effects on a dependent variable. Experimental research is often used to study cause-and-effect relationships and to make predictions.

Survey Research Methodology

This is a research methodology that involves the collection of data from a sample of individuals using questionnaires or interviews. Survey research is often used to study attitudes, opinions, and behaviors.

Grounded Theory Research Methodology

This is a research methodology that involves the development of theories based on the data collected during the research process. Grounded theory is often used in sociology and anthropology to generate theories about social phenomena.

Research Methodology Example

An Example of Research Methodology could be the following:

Research Methodology for Investigating the Effectiveness of Cognitive Behavioral Therapy in Reducing Symptoms of Depression in Adults

Introduction:

The aim of this research is to investigate the effectiveness of cognitive-behavioral therapy (CBT) in reducing symptoms of depression in adults. To achieve this objective, a randomized controlled trial (RCT) will be conducted using a mixed-methods approach.

Research Design:

The study will follow a pre-test and post-test design with two groups: an experimental group receiving CBT and a control group receiving no intervention. The study will also include a qualitative component, in which semi-structured interviews will be conducted with a subset of participants to explore their experiences of receiving CBT.

Participants:

Participants will be recruited from community mental health clinics in the local area. The sample will consist of 100 adults aged 18-65 years old who meet the diagnostic criteria for major depressive disorder. Participants will be randomly assigned to either the experimental group or the control group.

Intervention :

The experimental group will receive 12 weekly sessions of CBT, each lasting 60 minutes. The intervention will be delivered by licensed mental health professionals who have been trained in CBT. The control group will receive no intervention during the study period.

Data Collection:

Quantitative data will be collected through the use of standardized measures such as the Beck Depression Inventory-II (BDI-II) and the Generalized Anxiety Disorder-7 (GAD-7). Data will be collected at baseline, immediately after the intervention, and at a 3-month follow-up. Qualitative data will be collected through semi-structured interviews with a subset of participants from the experimental group. The interviews will be conducted at the end of the intervention period, and will explore participants’ experiences of receiving CBT.

Data Analysis:

Quantitative data will be analyzed using descriptive statistics, t-tests, and mixed-model analyses of variance (ANOVA) to assess the effectiveness of the intervention. Qualitative data will be analyzed using thematic analysis to identify common themes and patterns in participants’ experiences of receiving CBT.

Ethical Considerations:

This study will comply with ethical guidelines for research involving human subjects. Participants will provide informed consent before participating in the study, and their privacy and confidentiality will be protected throughout the study. Any adverse events or reactions will be reported and managed appropriately.

Data Management:

All data collected will be kept confidential and stored securely using password-protected databases. Identifying information will be removed from qualitative data transcripts to ensure participants’ anonymity.

Limitations:

One potential limitation of this study is that it only focuses on one type of psychotherapy, CBT, and may not generalize to other types of therapy or interventions. Another limitation is that the study will only include participants from community mental health clinics, which may not be representative of the general population.

Conclusion:

This research aims to investigate the effectiveness of CBT in reducing symptoms of depression in adults. By using a randomized controlled trial and a mixed-methods approach, the study will provide valuable insights into the mechanisms underlying the relationship between CBT and depression. The results of this study will have important implications for the development of effective treatments for depression in clinical settings.

How to Write Research Methodology

Writing a research methodology involves explaining the methods and techniques you used to conduct research, collect data, and analyze results. It’s an essential section of any research paper or thesis, as it helps readers understand the validity and reliability of your findings. Here are the steps to write a research methodology:

• Start by explaining your research question: Begin the methodology section by restating your research question and explaining why it’s important. This helps readers understand the purpose of your research and the rationale behind your methods.
• Describe your research design: Explain the overall approach you used to conduct research. This could be a qualitative or quantitative research design, experimental or non-experimental, case study or survey, etc. Discuss the advantages and limitations of the chosen design.
• Discuss your sample: Describe the participants or subjects you included in your study. Include details such as their demographics, sampling method, sample size, and any exclusion criteria used.
• Describe your data collection methods : Explain how you collected data from your participants. This could include surveys, interviews, observations, questionnaires, or experiments. Include details on how you obtained informed consent, how you administered the tools, and how you minimized the risk of bias.
• Explain your data analysis techniques: Describe the methods you used to analyze the data you collected. This could include statistical analysis, content analysis, thematic analysis, or discourse analysis. Explain how you dealt with missing data, outliers, and any other issues that arose during the analysis.
• Discuss the validity and reliability of your research : Explain how you ensured the validity and reliability of your study. This could include measures such as triangulation, member checking, peer review, or inter-coder reliability.
• Acknowledge any limitations of your research: Discuss any limitations of your study, including any potential threats to validity or generalizability. This helps readers understand the scope of your findings and how they might apply to other contexts.
• Provide a summary: End the methodology section by summarizing the methods and techniques you used to conduct your research. This provides a clear overview of your research methodology and helps readers understand the process you followed to arrive at your findings.

When to Write Research Methodology

Research methodology is typically written after the research proposal has been approved and before the actual research is conducted. It should be written prior to data collection and analysis, as it provides a clear roadmap for the research project.

The research methodology is an important section of any research paper or thesis, as it describes the methods and procedures that will be used to conduct the research. It should include details about the research design, data collection methods, data analysis techniques, and any ethical considerations.

The methodology should be written in a clear and concise manner, and it should be based on established research practices and standards. It is important to provide enough detail so that the reader can understand how the research was conducted and evaluate the validity of the results.

Applications of Research Methodology

Here are some of the applications of research methodology:

• To identify the research problem: Research methodology is used to identify the research problem, which is the first step in conducting any research.
• To design the research: Research methodology helps in designing the research by selecting the appropriate research method, research design, and sampling technique.
• To collect data: Research methodology provides a systematic approach to collect data from primary and secondary sources.
• To analyze data: Research methodology helps in analyzing the collected data using various statistical and non-statistical techniques.
• To test hypotheses: Research methodology provides a framework for testing hypotheses and drawing conclusions based on the analysis of data.
• To generalize findings: Research methodology helps in generalizing the findings of the research to the target population.
• To develop theories : Research methodology is used to develop new theories and modify existing theories based on the findings of the research.
• To evaluate programs and policies : Research methodology is used to evaluate the effectiveness of programs and policies by collecting data and analyzing it.
• To improve decision-making: Research methodology helps in making informed decisions by providing reliable and valid data.

Purpose of Research Methodology

Research methodology serves several important purposes, including:

• To guide the research process: Research methodology provides a systematic framework for conducting research. It helps researchers to plan their research, define their research questions, and select appropriate methods and techniques for collecting and analyzing data.
• To ensure research quality: Research methodology helps researchers to ensure that their research is rigorous, reliable, and valid. It provides guidelines for minimizing bias and error in data collection and analysis, and for ensuring that research findings are accurate and trustworthy.
• To replicate research: Research methodology provides a clear and detailed account of the research process, making it possible for other researchers to replicate the study and verify its findings.
• To advance knowledge: Research methodology enables researchers to generate new knowledge and to contribute to the body of knowledge in their field. It provides a means for testing hypotheses, exploring new ideas, and discovering new insights.
• To inform decision-making: Research methodology provides evidence-based information that can inform policy and decision-making in a variety of fields, including medicine, public health, education, and business.

Advantages of Research Methodology

Research methodology has several advantages that make it a valuable tool for conducting research in various fields. Here are some of the key advantages of research methodology:

• Systematic and structured approach : Research methodology provides a systematic and structured approach to conducting research, which ensures that the research is conducted in a rigorous and comprehensive manner.
• Objectivity : Research methodology aims to ensure objectivity in the research process, which means that the research findings are based on evidence and not influenced by personal bias or subjective opinions.
• Replicability : Research methodology ensures that research can be replicated by other researchers, which is essential for validating research findings and ensuring their accuracy.
• Reliability : Research methodology aims to ensure that the research findings are reliable, which means that they are consistent and can be depended upon.
• Validity : Research methodology ensures that the research findings are valid, which means that they accurately reflect the research question or hypothesis being tested.
• Efficiency : Research methodology provides a structured and efficient way of conducting research, which helps to save time and resources.
• Flexibility : Research methodology allows researchers to choose the most appropriate research methods and techniques based on the research question, data availability, and other relevant factors.
• Scope for innovation: Research methodology provides scope for innovation and creativity in designing research studies and developing new research techniques.

Research Methodology Vs Research Methods

About the author.

Muhammad Hassan

Researcher, Academic Writer, Web developer

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There is unequivocal evidence that Earth is warming at an unprecedented rate. Human activity is the principal cause.

• While Earth’s climate has changed throughout its history , the current warming is happening at a rate not seen in the past 10,000 years.
• According to the Intergovernmental Panel on Climate Change ( IPCC ), "Since systematic scientific assessments began in the 1970s, the influence of human activity on the warming of the climate system has evolved from theory to established fact." 1
• Scientific information taken from natural sources (such as ice cores, rocks, and tree rings) and from modern equipment (like satellites and instruments) all show the signs of a changing climate.
• From global temperature rise to melting ice sheets, the evidence of a warming planet abounds.

The rate of change since the mid-20th century is unprecedented over millennia.

Earth's climate has changed throughout history. Just in the last 800,000 years, there have been eight cycles of ice ages and warmer periods, with the end of the last ice age about 11,700 years ago marking the beginning of the modern climate era — and of human civilization. Most of these climate changes are attributed to very small variations in Earth’s orbit that change the amount of solar energy our planet receives.

The current warming trend is different because it is clearly the result of human activities since the mid-1800s, and is proceeding at a rate not seen over many recent millennia. 1 It is undeniable that human activities have produced the atmospheric gases that have trapped more of the Sun’s energy in the Earth system. This extra energy has warmed the atmosphere, ocean, and land, and widespread and rapid changes in the atmosphere, ocean, cryosphere, and biosphere have occurred.

Earth-orbiting satellites and new technologies have helped scientists see the big picture, collecting many different types of information about our planet and its climate all over the world. These data, collected over many years, reveal the signs and patterns of a changing climate.

Scientists demonstrated the heat-trapping nature of carbon dioxide and other gases in the mid-19th century. 2 Many of the science instruments NASA uses to study our climate focus on how these gases affect the movement of infrared radiation through the atmosphere. From the measured impacts of increases in these gases, there is no question that increased greenhouse gas levels warm Earth in response.

Scientific evidence for warming of the climate system is unequivocal.

Intergovernmental Panel on Climate Change

Ice cores drawn from Greenland, Antarctica, and tropical mountain glaciers show that Earth’s climate responds to changes in greenhouse gas levels. Ancient evidence can also be found in tree rings, ocean sediments, coral reefs, and layers of sedimentary rocks. This ancient, or paleoclimate, evidence reveals that current warming is occurring roughly 10 times faster than the average rate of warming after an ice age. Carbon dioxide from human activities is increasing about 250 times faster than it did from natural sources after the last Ice Age. 3

The Evidence for Rapid Climate Change Is Compelling:

Global Temperature Is Rising

The planet's average surface temperature has risen about 2 degrees Fahrenheit (1 degrees Celsius) since the late 19th century, a change driven largely by increased carbon dioxide emissions into the atmosphere and other human activities. 4 Most of the warming occurred in the past 40 years, with the seven most recent years being the warmest. The years 2016 and 2020 are tied for the warmest year on record. 5 Image credit: Ashwin Kumar, Creative Commons Attribution-Share Alike 2.0 Generic.

The Ocean Is Getting Warmer

The ocean has absorbed much of this increased heat, with the top 100 meters (about 328 feet) of ocean showing warming of 0.67 degrees Fahrenheit (0.33 degrees Celsius) since 1969. 6 Earth stores 90% of the extra energy in the ocean. Image credit: Kelsey Roberts/USGS

The Ice Sheets Are Shrinking

The Greenland and Antarctic ice sheets have decreased in mass. Data from NASA's Gravity Recovery and Climate Experiment show Greenland lost an average of 279 billion tons of ice per year between 1993 and 2019, while Antarctica lost about 148 billion tons of ice per year. 7 Image: The Antarctic Peninsula, Credit: NASA

Glaciers Are Retreating

Glaciers are retreating almost everywhere around the world — including in the Alps, Himalayas, Andes, Rockies, Alaska, and Africa. 8 Image: Miles Glacier, Alaska Image credit: NASA

Snow Cover Is Decreasing

Satellite observations reveal that the amount of spring snow cover in the Northern Hemisphere has decreased over the past five decades and the snow is melting earlier. 9 Image credit: NASA/JPL-Caltech

Sea Level Is Rising

Global sea level rose about 8 inches (20 centimeters) in the last century. The rate in the last two decades, however, is nearly double that of the last century and accelerating slightly every year. 10 Image credit: U.S. Army Corps of Engineers Norfolk District

Arctic Sea Ice Is Declining

Both the extent and thickness of Arctic sea ice has declined rapidly over the last several decades. 11 Credit: NASA's Scientific Visualization Studio

Extreme Events Are Increasing in Frequency

The number of record high temperature events in the United States has been increasing, while the number of record low temperature events has been decreasing, since 1950. The U.S. has also witnessed increasing numbers of intense rainfall events. 12 Image credit: Régine Fabri,  CC BY-SA 4.0 , via Wikimedia Commons

Ocean Acidification Is Increasing

Since the beginning of the Industrial Revolution, the acidity of surface ocean waters has increased by about 30%. 13 , 14 This increase is due to humans emitting more carbon dioxide into the atmosphere and hence more being absorbed into the ocean. The ocean has absorbed between 20% and 30% of total anthropogenic carbon dioxide emissions in recent decades (7.2 to 10.8 billion metric tons per year). 1 5 , 16 Image credit: NOAA

1. IPCC Sixth Assessment Report, WGI, Technical Summary . B.D. Santer et.al., “A search for human influences on the thermal structure of the atmosphere.” Nature 382 (04 July 1996): 39-46. https://doi.org/10.1038/382039a0. Gabriele C. Hegerl et al., “Detecting Greenhouse-Gas-Induced Climate Change with an Optimal Fingerprint Method.” Journal of Climate 9 (October 1996): 2281-2306. https://doi.org/10.1175/1520-0442(1996)009<2281:DGGICC>2.0.CO;2. V. Ramaswamy, et al., “Anthropogenic and Natural Influences in the Evolution of Lower Stratospheric Cooling.” Science 311 (24 February 2006): 1138-1141. https://doi.org/10.1126/science.1122587. B.D. Santer et al., “Contributions of Anthropogenic and Natural Forcing to Recent Tropopause Height Changes.” Science 301 (25 July 2003): 479-483. https://doi.org/10.1126/science.1084123. T. Westerhold et al., "An astronomically dated record of Earth’s climate and its predictability over the last 66 million years." Science 369 (11 Sept. 2020): 1383-1387. https://doi.org/10.1126/science.1094123

2. In 1824, Joseph Fourier calculated that an Earth-sized planet, at our distance from the Sun, ought to be much colder. He suggested something in the atmosphere must be acting like an insulating blanket. In 1856, Eunice Foote discovered that blanket, showing that carbon dioxide and water vapor in Earth's atmosphere trap escaping infrared (heat) radiation. In the 1860s, physicist John Tyndall recognized Earth's natural greenhouse effect and suggested that slight changes in the atmospheric composition could bring about climatic variations. In 1896, a seminal paper by Swedish scientist Svante Arrhenius first predicted that changes in atmospheric carbon dioxide levels could substantially alter the surface temperature through the greenhouse effect. In 1938, Guy Callendar connected carbon dioxide increases in Earth’s atmosphere to global warming. In 1941, Milutin Milankovic linked ice ages to Earth’s orbital characteristics. Gilbert Plass formulated the Carbon Dioxide Theory of Climate Change in 1956.

3. IPCC Sixth Assessment Report, WG1, Chapter 2 Vostok ice core data; NOAA Mauna Loa CO2 record O. Gaffney, W. Steffen, "The Anthropocene Equation." The Anthropocene Review 4, issue 1 (April 2017): 53-61. https://doi.org/abs/10.1177/2053019616688022.

4. https://www.ncei.noaa.gov/monitoring https://crudata.uea.ac.uk/cru/data/temperature/ http://data.giss.nasa.gov/gistemp

5. https://www.giss.nasa.gov/research/news/20170118/

6. S. Levitus, J. Antonov, T. Boyer, O Baranova, H. Garcia, R. Locarnini, A. Mishonov, J. Reagan, D. Seidov, E. Yarosh, M. Zweng, " NCEI ocean heat content, temperature anomalies, salinity anomalies, thermosteric sea level anomalies, halosteric sea level anomalies, and total steric sea level anomalies from 1955 to present calculated from in situ oceanographic subsurface profile data (NCEI Accession 0164586), Version 4.4. (2017) NOAA National Centers for Environmental Information. https://www.nodc.noaa.gov/OC5/3M_HEAT_CONTENT/index3.html K. von Schuckmann, L. Cheng, L,. D. Palmer, J. Hansen, C. Tassone, V. Aich, S. Adusumilli, H. Beltrami, H., T. Boyer, F. Cuesta-Valero, D. Desbruyeres, C. Domingues, A. Garcia-Garcia, P. Gentine, J. Gilson, M. Gorfer, L. Haimberger, M. Ishii, M., G. Johnson, R. Killick, B. King, G. Kirchengast, N. Kolodziejczyk, J. Lyman, B. Marzeion, M. Mayer, M. Monier, D. Monselesan, S. Purkey, D. Roemmich, A. Schweiger, S. Seneviratne, A. Shepherd, D. Slater, A. Steiner, F. Straneo, M.L. Timmermans, S. Wijffels. "Heat stored in the Earth system: where does the energy go?" Earth System Science Data 12, Issue 3 (07 September 2020): 2013-2041. https://doi.org/10.5194/essd-12-2013-2020.

7. I. Velicogna, Yara Mohajerani, A. Geruo, F. Landerer, J. Mouginot, B. Noel, E. Rignot, T. Sutterly, M. van den Broeke, M. Wessem, D. Wiese, "Continuity of Ice Sheet Mass Loss in Greenland and Antarctica From the GRACE and GRACE Follow-On Missions." Geophysical Research Letters 47, Issue 8 (28 April 2020): e2020GL087291. https://doi.org/10.1029/2020GL087291.

8. National Snow and Ice Data Center World Glacier Monitoring Service

9. National Snow and Ice Data Center D.A. Robinson, D. K. Hall, and T. L. Mote, "MEaSUREs Northern Hemisphere Terrestrial Snow Cover Extent Daily 25km EASE-Grid 2.0, Version 1 (2017). Boulder, Colorado USA. NASA National Snow and Ice Data Center Distributed Active Archive Center. doi: https://doi.org/10.5067/MEASURES/CRYOSPHERE/nsidc-0530.001 . http://nsidc.org/cryosphere/sotc/snow_extent.html Rutgers University Global Snow Lab. Data History

10. R.S. Nerem, B.D. Beckley, J. T. Fasullo, B.D. Hamlington, D. Masters, and G.T. Mitchum, "Climate-change–driven accelerated sea-level rise detected in the altimeter era." PNAS 15, no. 9 (12 Feb. 2018): 2022-2025. https://doi.org/10.1073/pnas.1717312115.

11. https://nsidc.org/cryosphere/sotc/sea_ice.html Pan-Arctic Ice Ocean Modeling and Assimilation System (PIOMAS, Zhang and Rothrock, 2003) http://psc.apl.washington.edu/research/projects/arctic-sea-ice-volume-anomaly/ http://psc.apl.uw.edu/research/projects/projections-of-an-ice-diminished-arctic-ocean/

12. USGCRP, 2017: Climate Science Special Report: Fourth National Climate Assessment, Volume I [Wuebbles, D.J., D.W. Fahey, K.A. Hibbard, D.J. Dokken, B.C. Stewart, and T.K. Maycock (eds.)]. U.S. Global Change Research Program, Washington, DC, USA, 470 pp, https://doi.org/10.7930/j0j964j6 .

13. http://www.pmel.noaa.gov/co2/story/What+is+Ocean+Acidification%3F

14. http://www.pmel.noaa.gov/co2/story/Ocean+Acidification

15. C.L. Sabine, et al., “The Oceanic Sink for Anthropogenic CO2.” Science 305 (16 July 2004): 367-371. https://doi.org/10.1126/science.1097403.

16. Special Report on the Ocean and Cryosphere in a Changing Climate , Technical Summary, Chapter TS.5, Changing Ocean, Marine Ecosystems, and Dependent Communities, Section 5.2.2.3. https://www.ipcc.ch/srocc/chapter/technical-summary/

Header image shows clouds imitating mountains as the sun sets after midnight as seen from Denali's backcountry Unit 13 on June 14, 2019. Credit: NPS/Emily Mesner Image credit in list of evidence: Ashwin Kumar, Creative Commons Attribution-Share Alike 2.0 Generic.

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What the data says about abortion in the u.s..

Pew Research Center has conducted many surveys about abortion over the years, providing a lens into Americans’ views on whether the procedure should be legal, among a host of other questions.

In a  Center survey  conducted nearly a year after the Supreme Court’s June 2022 decision that  ended the constitutional right to abortion , 62% of U.S. adults said the practice should be legal in all or most cases, while 36% said it should be illegal in all or most cases. Another survey conducted a few months before the decision showed that relatively few Americans take an absolutist view on the issue .

Find answers to common questions about abortion in America, based on data from the Centers for Disease Control and Prevention (CDC) and the Guttmacher Institute, which have tracked these patterns for several decades:

How many abortions are there in the U.S. each year?

How has the number of abortions in the u.s. changed over time, what is the abortion rate among women in the u.s. how has it changed over time, what are the most common types of abortion, how many abortion providers are there in the u.s., and how has that number changed, what percentage of abortions are for women who live in a different state from the abortion provider, what are the demographics of women who have had abortions, when during pregnancy do most abortions occur, how often are there medical complications from abortion.

This compilation of data on abortion in the United States draws mainly from two sources: the Centers for Disease Control and Prevention (CDC) and the Guttmacher Institute, both of which have regularly compiled national abortion data for approximately half a century, and which collect their data in different ways.

The CDC data that is highlighted in this post comes from the agency’s “abortion surveillance” reports, which have been published annually since 1974 (and which have included data from 1969). Its figures from 1973 through 1996 include data from all 50 states, the District of Columbia and New York City – 52 “reporting areas” in all. Since 1997, the CDC’s totals have lacked data from some states (most notably California) for the years that those states did not report data to the agency. The four reporting areas that did not submit data to the CDC in 2021 – California, Maryland, New Hampshire and New Jersey – accounted for approximately 25% of all legal induced abortions in the U.S. in 2020, according to Guttmacher’s data. Most states, though,  do  have data in the reports, and the figures for the vast majority of them came from each state’s central health agency, while for some states, the figures came from hospitals and other medical facilities.

Discussion of CDC abortion data involving women’s state of residence, marital status, race, ethnicity, age, abortion history and the number of previous live births excludes the low share of abortions where that information was not supplied. Read the methodology for the CDC’s latest abortion surveillance report , which includes data from 2021, for more details. Previous reports can be found at  stacks.cdc.gov  by entering “abortion surveillance” into the search box.

For the numbers of deaths caused by induced abortions in 1963 and 1965, this analysis looks at reports by the then-U.S. Department of Health, Education and Welfare, a precursor to the Department of Health and Human Services. In computing those figures, we excluded abortions listed in the report under the categories “spontaneous or unspecified” or as “other.” (“Spontaneous abortion” is another way of referring to miscarriages.)

Guttmacher data in this post comes from national surveys of abortion providers that Guttmacher has conducted 19 times since 1973. Guttmacher compiles its figures after contacting every known provider of abortions – clinics, hospitals and physicians’ offices – in the country. It uses questionnaires and health department data, and it provides estimates for abortion providers that don’t respond to its inquiries. (In 2020, the last year for which it has released data on the number of abortions in the U.S., it used estimates for 12% of abortions.) For most of the 2000s, Guttmacher has conducted these national surveys every three years, each time getting abortion data for the prior two years. For each interim year, Guttmacher has calculated estimates based on trends from its own figures and from other data.

The latest full summary of Guttmacher data came in the institute’s report titled “Abortion Incidence and Service Availability in the United States, 2020.” It includes figures for 2020 and 2019 and estimates for 2018. The report includes a methods section.

In addition, this post uses data from StatPearls, an online health care resource, on complications from abortion.

An exact answer is hard to come by. The CDC and the Guttmacher Institute have each tried to measure this for around half a century, but they use different methods and publish different figures.

The last year for which the CDC reported a yearly national total for abortions is 2021. It found there were 625,978 abortions in the District of Columbia and the 46 states with available data that year, up from 597,355 in those states and D.C. in 2020. The corresponding figure for 2019 was 607,720.

The last year for which Guttmacher reported a yearly national total was 2020. It said there were 930,160 abortions that year in all 50 states and the District of Columbia, compared with 916,460 in 2019.

• How the CDC gets its data: It compiles figures that are voluntarily reported by states’ central health agencies, including separate figures for New York City and the District of Columbia. Its latest totals do not include figures from California, Maryland, New Hampshire or New Jersey, which did not report data to the CDC. ( Read the methodology from the latest CDC report .)
• How Guttmacher gets its data: It compiles its figures after contacting every known abortion provider – clinics, hospitals and physicians’ offices – in the country. It uses questionnaires and health department data, then provides estimates for abortion providers that don’t respond. Guttmacher’s figures are higher than the CDC’s in part because they include data (and in some instances, estimates) from all 50 states. ( Read the institute’s latest full report and methodology .)

While the Guttmacher Institute supports abortion rights, its empirical data on abortions in the U.S. has been widely cited by  groups  and  publications  across the political spectrum, including by a  number of those  that  disagree with its positions .

These estimates from Guttmacher and the CDC are results of multiyear efforts to collect data on abortion across the U.S. Last year, Guttmacher also began publishing less precise estimates every few months , based on a much smaller sample of providers.

The figures reported by these organizations include only legal induced abortions conducted by clinics, hospitals or physicians’ offices, or those that make use of abortion pills dispensed from certified facilities such as clinics or physicians’ offices. They do not account for the use of abortion pills that were obtained  outside of clinical settings .

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The annual number of U.S. abortions rose for years after Roe v. Wade legalized the procedure in 1973, reaching its highest levels around the late 1980s and early 1990s, according to both the CDC and Guttmacher. Since then, abortions have generally decreased at what a CDC analysis called  “a slow yet steady pace.”

Guttmacher says the number of abortions occurring in the U.S. in 2020 was 40% lower than it was in 1991. According to the CDC, the number was 36% lower in 2021 than in 1991, looking just at the District of Columbia and the 46 states that reported both of those years.

(The corresponding line graph shows the long-term trend in the number of legal abortions reported by both organizations. To allow for consistent comparisons over time, the CDC figures in the chart have been adjusted to ensure that the same states are counted from one year to the next. Using that approach, the CDC figure for 2021 is 622,108 legal abortions.)

There have been occasional breaks in this long-term pattern of decline – during the middle of the first decade of the 2000s, and then again in the late 2010s. The CDC reported modest 1% and 2% increases in abortions in 2018 and 2019, and then, after a 2% decrease in 2020, a 5% increase in 2021. Guttmacher reported an 8% increase over the three-year period from 2017 to 2020.

As noted above, these figures do not include abortions that use pills obtained outside of clinical settings.

Guttmacher says that in 2020 there were 14.4 abortions in the U.S. per 1,000 women ages 15 to 44. Its data shows that the rate of abortions among women has generally been declining in the U.S. since 1981, when it reported there were 29.3 abortions per 1,000 women in that age range.

The CDC says that in 2021, there were 11.6 abortions in the U.S. per 1,000 women ages 15 to 44. (That figure excludes data from California, the District of Columbia, Maryland, New Hampshire and New Jersey.) Like Guttmacher’s data, the CDC’s figures also suggest a general decline in the abortion rate over time. In 1980, when the CDC reported on all 50 states and D.C., it said there were 25 abortions per 1,000 women ages 15 to 44.

That said, both Guttmacher and the CDC say there were slight increases in the rate of abortions during the late 2010s and early 2020s. Guttmacher says the abortion rate per 1,000 women ages 15 to 44 rose from 13.5 in 2017 to 14.4 in 2020. The CDC says it rose from 11.2 per 1,000 in 2017 to 11.4 in 2019, before falling back to 11.1 in 2020 and then rising again to 11.6 in 2021. (The CDC’s figures for those years exclude data from California, D.C., Maryland, New Hampshire and New Jersey.)

The CDC broadly divides abortions into two categories: surgical abortions and medication abortions, which involve pills. Since the Food and Drug Administration first approved abortion pills in 2000, their use has increased over time as a share of abortions nationally, according to both the CDC and Guttmacher.

The majority of abortions in the U.S. now involve pills, according to both the CDC and Guttmacher. The CDC says 56% of U.S. abortions in 2021 involved pills, up from 53% in 2020 and 44% in 2019. Its figures for 2021 include the District of Columbia and 44 states that provided this data; its figures for 2020 include D.C. and 44 states (though not all of the same states as in 2021), and its figures for 2019 include D.C. and 45 states.

Guttmacher, which measures this every three years, says 53% of U.S. abortions involved pills in 2020, up from 39% in 2017.

Two pills commonly used together for medication abortions are mifepristone, which, taken first, blocks hormones that support a pregnancy, and misoprostol, which then causes the uterus to empty. According to the FDA, medication abortions are safe  until 10 weeks into pregnancy.

Surgical abortions conducted  during the first trimester  of pregnancy typically use a suction process, while the relatively few surgical abortions that occur  during the second trimester  of a pregnancy typically use a process called dilation and evacuation, according to the UCLA School of Medicine.

In 2020, there were 1,603 facilities in the U.S. that provided abortions,  according to Guttmacher . This included 807 clinics, 530 hospitals and 266 physicians’ offices.

While clinics make up half of the facilities that provide abortions, they are the sites where the vast majority (96%) of abortions are administered, either through procedures or the distribution of pills, according to Guttmacher’s 2020 data. (This includes 54% of abortions that are administered at specialized abortion clinics and 43% at nonspecialized clinics.) Hospitals made up 33% of the facilities that provided abortions in 2020 but accounted for only 3% of abortions that year, while just 1% of abortions were conducted by physicians’ offices.

Looking just at clinics – that is, the total number of specialized abortion clinics and nonspecialized clinics in the U.S. – Guttmacher found the total virtually unchanged between 2017 (808 clinics) and 2020 (807 clinics). However, there were regional differences. In the Midwest, the number of clinics that provide abortions increased by 11% during those years, and in the West by 6%. The number of clinics  decreased  during those years by 9% in the Northeast and 3% in the South.

The total number of abortion providers has declined dramatically since the 1980s. In 1982, according to Guttmacher, there were 2,908 facilities providing abortions in the U.S., including 789 clinics, 1,405 hospitals and 714 physicians’ offices.

The CDC does not track the number of abortion providers.

In the District of Columbia and the 46 states that provided abortion and residency information to the CDC in 2021, 10.9% of all abortions were performed on women known to live outside the state where the abortion occurred – slightly higher than the percentage in 2020 (9.7%). That year, D.C. and 46 states (though not the same ones as in 2021) reported abortion and residency data. (The total number of abortions used in these calculations included figures for women with both known and unknown residential status.)

The share of reported abortions performed on women outside their state of residence was much higher before the 1973 Roe decision that stopped states from banning abortion. In 1972, 41% of all abortions in D.C. and the 20 states that provided this information to the CDC that year were performed on women outside their state of residence. In 1973, the corresponding figure was 21% in the District of Columbia and the 41 states that provided this information, and in 1974 it was 11% in D.C. and the 43 states that provided data.

In the District of Columbia and the 46 states that reported age data to  the CDC in 2021, the majority of women who had abortions (57%) were in their 20s, while about three-in-ten (31%) were in their 30s. Teens ages 13 to 19 accounted for 8% of those who had abortions, while women ages 40 to 44 accounted for about 4%.

The vast majority of women who had abortions in 2021 were unmarried (87%), while married women accounted for 13%, according to  the CDC , which had data on this from 37 states.

In the District of Columbia, New York City (but not the rest of New York) and the 31 states that reported racial and ethnic data on abortion to  the CDC , 42% of all women who had abortions in 2021 were non-Hispanic Black, while 30% were non-Hispanic White, 22% were Hispanic and 6% were of other races.

Looking at abortion rates among those ages 15 to 44, there were 28.6 abortions per 1,000 non-Hispanic Black women in 2021; 12.3 abortions per 1,000 Hispanic women; 6.4 abortions per 1,000 non-Hispanic White women; and 9.2 abortions per 1,000 women of other races, the  CDC reported  from those same 31 states, D.C. and New York City.

For 57% of U.S. women who had induced abortions in 2021, it was the first time they had ever had one,  according to the CDC.  For nearly a quarter (24%), it was their second abortion. For 11% of women who had an abortion that year, it was their third, and for 8% it was their fourth or more. These CDC figures include data from 41 states and New York City, but not the rest of New York.

Nearly four-in-ten women who had abortions in 2021 (39%) had no previous live births at the time they had an abortion,  according to the CDC . Almost a quarter (24%) of women who had abortions in 2021 had one previous live birth, 20% had two previous live births, 10% had three, and 7% had four or more previous live births. These CDC figures include data from 41 states and New York City, but not the rest of New York.

The vast majority of abortions occur during the first trimester of a pregnancy. In 2021, 93% of abortions occurred during the first trimester – that is, at or before 13 weeks of gestation,  according to the CDC . An additional 6% occurred between 14 and 20 weeks of pregnancy, and about 1% were performed at 21 weeks or more of gestation. These CDC figures include data from 40 states and New York City, but not the rest of New York.

About 2% of all abortions in the U.S. involve some type of complication for the woman , according to an article in StatPearls, an online health care resource. “Most complications are considered minor such as pain, bleeding, infection and post-anesthesia complications,” according to the article.

The CDC calculates  case-fatality rates for women from induced abortions – that is, how many women die from abortion-related complications, for every 100,000 legal abortions that occur in the U.S .  The rate was lowest during the most recent period examined by the agency (2013 to 2020), when there were 0.45 deaths to women per 100,000 legal induced abortions. The case-fatality rate reported by the CDC was highest during the first period examined by the agency (1973 to 1977), when it was 2.09 deaths to women per 100,000 legal induced abortions. During the five-year periods in between, the figure ranged from 0.52 (from 1993 to 1997) to 0.78 (from 1978 to 1982).

The CDC calculates death rates by five-year and seven-year periods because of year-to-year fluctuation in the numbers and due to the relatively low number of women who die from legal induced abortions.

In 2020, the last year for which the CDC has information , six women in the U.S. died due to complications from induced abortions. Four women died in this way in 2019, two in 2018, and three in 2017. (These deaths all followed legal abortions.) Since 1990, the annual number of deaths among women due to legal induced abortion has ranged from two to 12.

The annual number of reported deaths from induced abortions (legal and illegal) tended to be higher in the 1980s, when it ranged from nine to 16, and from 1972 to 1979, when it ranged from 13 to 63. One driver of the decline was the drop in deaths from illegal abortions. There were 39 deaths from illegal abortions in 1972, the last full year before Roe v. Wade. The total fell to 19 in 1973 and to single digits or zero every year after that. (The number of deaths from legal abortions has also declined since then, though with some slight variation over time.)

The number of deaths from induced abortions was considerably higher in the 1960s than afterward. For instance, there were 119 deaths from induced abortions in  1963  and 99 in  1965 , according to reports by the then-U.S. Department of Health, Education and Welfare, a precursor to the Department of Health and Human Services. The CDC is a division of Health and Human Services.

Note: This is an update of a post originally published May 27, 2022, and first updated June 24, 2022.

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Key facts about the abortion debate in America

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About Pew Research Center Pew Research Center is a nonpartisan fact tank that informs the public about the issues, attitudes and trends shaping the world. It conducts public opinion polling, demographic research, media content analysis and other empirical social science research. Pew Research Center does not take policy positions. It is a subsidiary of The Pew Charitable Trusts .