How To Make Recommendation in Case Study (With Examples)

How To Make Recommendation in Case Study (With Examples)

After analyzing your case study’s problem and suggesting possible courses of action , you’re now ready to conclude it on a high note. 

But first, you need to write your recommendation to address the problem. In this article, we will guide you on how to make a recommendation in a case study. 

Table of Contents

What is recommendation in case study, what is the purpose of recommendation in the case study, 1. review your case study’s problem, 2. assess your case study’s alternative courses of action, 3. pick your case study’s best alternative course of action, 4. explain in detail why you recommend your preferred course of action, examples of recommendations in case study, tips and warnings.

example of recommendation in case study 1

The Recommendation details your most preferred solution for your case study’s problem.

After identifying and analyzing the problem, your next step is to suggest potential solutions. You did this in the Alternative Courses of Action (ACA) section. Once you’re done writing your ACAs, you need to pick which among these ACAs is the best. The chosen course of action will be the one you’re writing in the recommendation section. 

The Recommendation portion also provides a thorough justification for selecting your most preferred solution. 

Notice how a recommendation in a case study differs from a recommendation in a research paper . In the latter, the recommendation tells your reader some potential studies that can be performed in the future to support your findings or to explore factors that you’re unable to cover. 

example of recommendation in case study 2

Your main goal in writing a case study is not only to understand the case at hand but also to think of a feasible solution. However, there are multiple ways to approach an issue. Since it’s impossible to implement all these solutions at once, you only need to pick the best one. 

The Recommendation portion tells the readers which among the potential solutions is best to implement given the constraints of an organization or business. This section allows you to introduce, defend, and explain this optimal solution. 

How To Write Recommendation in Case Study

example of recommendation in case study 3

You cannot recommend a solution if you are unable to grasp your case study’s issue. Make sure that you’re aware of the problem as well as the viewpoint from which you want to analyze it . 

example of recommendation in case study 4

Once you’ve fully grasped your case study’s problem, it’s time to suggest some feasible solutions to address it. A separate section of your manuscript called the Alternative Courses of Action (ACA) is dedicated to discussing these potential solutions. 

Afterward, you need to evaluate each ACA by identifying its respective advantages and disadvantages. 

example of recommendation in case study 5

After evaluating each proposed ACA, pick the one you’ll recommend to address the problem. All alternatives have their pros and cons so you must use your discretion in picking the best among these ACAs.

To help you decide which ACA to pick, here are some factors to consider:

  • Realistic : The organization must have sufficient knowledge, expertise, resources, and manpower to execute the recommended solution. 
  • Economical: The recommended solution must be cost-effective.
  • Legal: The recommended solution must adhere to applicable laws.
  • Ethical: The recommended solution must not have moral repercussions. 
  • Timely: The recommended solution can be executed within the expected timeframe. 

You may also use a decision matrix to assist you in picking the best ACA 1 .  This matrix allows you to rank the ACAs based on your criteria. Please refer to our examples in the next section for an example of a Recommendation formed using a decision matrix. 

example of recommendation in case study 6

Provide your justifications for why you recommend your preferred solution. You can also explain why other alternatives are not chosen 2 .  

example of recommendation in case study 7

To help you understand how to make recommendations in a case study, let’s take a look at some examples below.

Case Study Problem : Lemongate Hotel is facing an overwhelming increase in the number of reservations due to a sudden implementation of a Local Government policy that boosts the city’s tourism. Although Lemongate Hotel has a sufficient area to accommodate the influx of tourists, the management is wary of the potential decline in the hotel’s quality of service while striving to meet the sudden increase in reservations. 

Alternative Courses of Action:

  • ACA 1: Relax hiring qualifications to employ more hotel employees to ensure that sufficient human resources can provide quality hotel service
  • ACA 2: Increase hotel reservation fees and other costs as a response to the influx of tourists demanding hotel accommodation
  • ACA 3: Reduce privileges and hotel services enjoyed by each customer so that hotel employees will not be overwhelmed by the increase in accommodations.

Recommendation: 

Upon analysis of the problem, it is recommended to implement ACA 1. Among all suggested ACAs, this option is the easiest to execute with the minimal cost required. It will not also impact potential profits and customers’ satisfaction with hotel service.

Meanwhile, implementing ACA 2 might discourage customers from making reservations due to higher fees and look for other hotels as substitutes. It is also not recommended to do ACA 3 because reducing hotel services and privileges offered to customers might harm the hotel’s public reputation in the long run. 

The first paragraph of our sample recommendation specifies what ACA is best to implement and why.

Meanwhile, the succeeding paragraphs explain that ACA 2 and ACA 3 are not optimal solutions due to some of their limitations and potential negative impacts on the organization. 

Example 2 (with Decision Matrix)

Case Study: Last week, Pristine Footwear released its newest sneakers model for women – “Flightless.” However, the management noticed that “Flightless” had a mediocre sales performance in the previous week. For this reason, “Flightless” might be pulled out in the next few months.  The management must decide on the fate of “Flightless” with Pristine Footwear’s financial performance in mind. 

  • ACA 1: Revamp “Flightless” marketing by hiring celebrities/social media influencers to promote the product
  • ACA 2: Improve the “Flightless” current model by tweaking some features to fit current style trends
  • ACA 3: Sell “Flightless” at a lower price to encourage more customers
  • ACA 4: Stop production of “Flightless” after a couple of weeks to cut losses

Decision Matrix

Recommendation

Based on the decision matrix above 3 , the best course of action that Pristine Wear, Inc. must employ is ACA 3 or selling “Flightless” shoes at lower prices to encourage more customers. This solution can be implemented immediately without the need for an excessive amount of financial resources. Since lower prices entice customers to purchase more, “Flightless” sales might perform better given a reduction in its price.

In this example, the recommendation was formed with the help of a decision matrix. Each ACA was given a score of between 1 – 4 for each criterion. Note that the criterion used depends on the priorities of an organization, so there’s no standardized way to make this matrix. 

Meanwhile, the recommendation we’ve made here consists of only one paragraph. Although the matrix already revealed that ACA 3 tops the selection, we still provided a clear explanation of why it is the best. 

  • Recommend with persuasion 4 . You may use data and statistics to back up your claim. Another option is to show that your preferred solution fits your theoretical knowledge about the case. For instance, if your recommendation involves reducing prices to entice customers to buy higher quantities of your products, you may invoke the “law of demand” 5 as a theoretical foundation of your recommendation. 
  • Be prepared to make an implementation plan. Some case study formats require an implementation plan integrated with your recommendation. Basically, the implementation plan provides a thorough guide on how to execute your chosen solution (e.g., a step-by-step plan with a schedule).
  • Manalili, K. (2021 – 2022). Selection of Best Applicant (Unpublished master’s thesis). Bulacan Agricultural State College. Retrieved September 23, 2022, from https://www.studocu.com/ph/document/bulacan-agricultural-state-college/business-administration/case-study-human-rights/19062233.
  • How to Analyze a Case Study. (n.d.). Retrieved September 23, 2022, from https://wps.prenhall.com/bp_laudon_essbus_7/48/12303/3149605.cw/content/index.html
  • Nguyen, C. (2022, April 13). How to Use a Decision Matrix to Assist Business Decision Making. Retrieved September 23, 2022, from https://venngage.com/blog/decision-matrix/
  • Case Study Analysis: Examples + How-to Guide & Writing Tips. (n.d.). Retrieved September 23, 2022, from https://custom-writing.org/blog/great-case-study-analysis
  • Hayes, A. (2022, January O8). Law of demand. Retrieved September 23, 2022, from https://www.investopedia.com/terms/l/lawofdemand.asp

Written by Jewel Kyle Fabula

in Career and Education , Juander How

Last Updated September 23, 2022 07:23 PM

recommendation case study pdf

Jewel Kyle Fabula

Jewel Kyle Fabula is a Bachelor of Science in Economics student at the University of the Philippines Diliman. His passion for learning mathematics developed as he competed in some mathematics competitions during his Junior High School years. He loves cats, playing video games, and listening to music.

Browse all articles written by Jewel Kyle Fabula

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The Private Equity Case Study: The Ultimate Guide

If you're new here, please click here to get my FREE 57-page investment banking recruiting guide - plus, get weekly updates so that you can break into investment banking . Thanks for visiting!

Private Equity Case Study

The private equity case study is an especially intimidating part of the private equity recruitment process .

You’ll get a “case study” in virtually any private equity interview process , whether you’re interviewing at the mega-funds (Blackstone, KKR, Apollo, etc.), middle-market funds , or smaller, startup funds.

The difference is that each one gives you a different type of case study, which means you need to prepare differently:

What Should You Expect in a Private Equity Case Study?

There are three different types of “case studies”:

  • Type #1: A “ paper LBO ,” calculated with pen-and-paper or in your head, in which you build a simple leveraged buyout model and use round numbers to guesstimate the IRR.
  • Type #2: A 1-3-hour timed LBO modeling test , either on-site or via Zoom and email. This is a pure speed test , so proficiency in the key Excel shortcuts and practice with many modeling tests are essential.
  • Type #3: A “take-home” LBO model and presentation, in which you might have a few days up to a week to pick a company, research it, build a model, and make a recommendation for or against an acquisition of the company.

We will focus on the “take-home” private equity case study here because the other types already have their own articles/tutorials or will have them soon.

If you’re interviewing within the fast-paced, on-cycle recruiting process with large funds in the U.S. , you should expect timed LBO modeling tests (type #2).

If the firm interviews dozens of candidates in a single weekend, there’s no time to give everyone open-ended case studies and assess them.

You might also get time-pressured LBO modeling tests in early rounds in other financial centers, such as London .

The open-ended case studies – type #3 – are more common at smaller funds, in off-cycle recruiting, and outside the U.S.

Although you have more time to complete them, they’re significantly more difficult because they require critical thinking skills and outside research.

One common misconception is that you “need” to build a complex model for these case studies.

But that is not true at all because they’re judging you mostly on your investment thesis , your presentation, and your ability to answer questions afterward.

No one cares if your LBO model has 200 rows, 500 rows, or 5,000 rows – they care about how well you make the case for or against the company.

This open-ended private equity case study is often the final step between the interview and the job offer, so it is critically important.

The Private Equity Case Study, in Parts

This is another technical tutorial, so I’ve embedded the corresponding YouTube video below:

Table of Contents:

  • 4:32: Part 1: Typical Case Study Prompt
  • 6:07: Part 2: Suggested Time Split for a 1-Week Case Study
  • 8:01: Part 3: Screening and Selecting a Company
  • 14:16: Part 4: Gathering Data and Doing Industry Research
  • 22:51: Part 5: Building a Simple But Effective Model
  • 26:32: Part 6: Drafting an Investment Recommendation

Files & Resources:

  • Case Study Prompt (PDF)
  • Private Equity Case Study Slides (PDF)
  • Cars.com – Highlighted 10-K (PDF)
  • Cars.com – Investor Presentation (PDF)
  • Cars.com – Excel Model (XL)
  • Cars.com – Investment Recommendation Presentation (PDF)

We’re going to use Cars.com in this example, which is one of the many case studies in our Advanced Financial Modeling course:

course-1

Advanced Financial Modeling

Learn more complex "on the job" investment banking models and complete private equity, hedge fund, and credit case studies to win buy-side job offers.

The full course includes a detailed, step-by-step walkthrough rather than this summary, an additional advanced LBO model, and other complex case studies for investment banking, hedge funds, and credit.

Part 1: Typical Private Equity Case Study Prompt

In some cases, they’ll give you a company to analyze, but in others, you’ll have to screen for companies yourself and pick one.

It’s easier if they give you the company and the supporting documents like the Information Memorandum , but you’ll also have less time to complete the case study.

The prompt here is very open-ended: “We like these types of deals and companies, so pick one and present it to us.”

The instructions are helpful in one way: they tell us explicitly not to build a full 3-statement model and to focus on the market and strategy rather than an “extremely complex model.”

They also hint very strongly that the model must include sensitivities and/or scenarios:

Private Equity Case Study Prompt

Part 2: Suggested Time Split for a 1-Week Private Equity Case Study

You have 7 days to complete this case study, which may seem like a lot of time.

But the problem is that you probably don’t have 8-12 hours per day to work on this.

You’re likely working or studying full-time, which means you might have 2-3 hours per day at most.

So, I would suggest the following schedule:

  • Day #1: Read the document, understand the PE firm’s strategy, and pick a company to analyze.
  • Days #2 – 3: Gather data on the company’s industry, its financial statements, its revenue/expense drivers, etc.
  • Days #4 – 6: Build a simple LBO model (<= 300 rows), ideally using an existing template to save time.
  • Day #7: Outline and draft your presentation, let the numbers drive your decisions, and support them with the qualitative factors.

If the presentation is shorter (e.g., 5 slides rather than 15) or longer, you could tweak this schedule as needed.

But regardless of the presentation length, you should spend MORE time on the research, data gathering, and presentation than on the LBO model itself.

Part 3: Screening and Selecting a Company

The criteria are simple and straightforward here: “The firm aims to find undervalued companies with stagnant or declining core businesses that can be acquired at reasonable valuation multiples and then turn them around via restructuring, divestitures, and add-on acquisitions.”

The industry could be consumer, media/telecom, or software, with an ideal Purchase Enterprise Value of $500 million to $1 billion (sometimes up to $2 billion).

Reading between the lines, I would add a few criteria:

  • Consistent FCF Generation and 10-20%+ FCF Yields: Strategies such as turnarounds and add-on acquisitions all require cash flow. If the company doesn’t generate much Free Cash Flow , it will have to issue Debt to fund these strategies, which is risky because it makes the deal very dependent on the exit multiple.
  • Relatively Lower EBITDA Multiples: If the company has a “stagnant or declining” core business, you don’t want to pay 20x EBITDA for it. An ideal range might be 5-10x, but 10-15x could be OK if there are good growth opportunities. The IRR math also gets tougher at high EBITDA multiples because the maximum Debt in most deals is 5-6x.
  • Clean Financial Statements and Enough Detail for Revenue and Expense Projections: You don’t want companies with 2-page-long Cash Flow Statements or Balance Sheets with 100 line items; you can’t spare the time required to simplify and consolidate these statements. And you need some detail on the revenue and expenses because forecasting revenue as a simple percentage growth rate is a bad idea in this context.

We used this process to screen for companies here:

  • Step 1: Do a high-level screen of companies in these 3 sectors based on industry, Equity Value or Enterprise Value, and geography.
  • Step 2: Quickly review the list of ~200 companies to narrow the sector.
  • Step 3: After picking a specific sector, narrow the choices to the top few companies and pick one of them.

In software , many of the companies traded at very high multiples (30x+ EBITDA), and others had negative EBITDA , so we dropped this sector.

In consumer/retail , the companies had more reasonable multiples (5-10x), but most also had low margins and weak FCF generation.

And in media/telecom , quite a few companies had lower multiples, but the FCF math was challenging because many companies had high CapEx requirements (at least on the telecom side).

We eliminated companies with very high multiples, negative EBITDA, and exorbitant CapEx, which left this set:

Private Equity Case Study Company Selection

Within this set, we then eliminated companies with negative FCF, minimal information on revenue/expenses, somewhat-higher multiples, and those whose businesses were declining too much (e.g., 20-30% annual declines).

We settled on Cars.com because it had a 9.4x EBITDA multiple at the time of this screen, a declining business with modest projected growth, 25-30% margins, and reasonable FCF generation with FCF yields between 10% and 15%.

If you don’t have Capital IQ for this exercise, you’ll have to rely on FinViz and use P / E multiples as a proxy for EBITDA multiples.

You can click through to each company to view the P / FCF multiples, which you can flip around to get the FCF yields.

In this case, don’t even bother looking for revenue and expense information until you have your top 2-3 candidates.

Part 4: Gathering Data and Doing Industry Research

Once you have the company, you can spend the next few days skimming through its most recent annual report and investor presentation, focusing on its financial statements and revenue/expense drivers.

With Cars.com, it’s clear that the company’s “Dealer Customers” and Average Revenue per Dealer will be key drivers:

Cars.com - Key Drivers

The company also has significant website traffic and earns advertising revenue from that, but it’s small next to the amount it earns from charging car dealers to use its services:

Cars.com - Web Traffic and Monetization

It’s clear from this quick review that we’ll need some outside research to estimate these drivers, as the company’s filings and investor presentation have little.

Fortunately, it’s easy to Google the number of new and used car dealers in the U.S. and estimate the market size and share like that:

Cars.com - Car Dealer Market

The company’s market share has been declining , and we expect that trend to continue, but it’s not clear how rapid the decline will be.

Consumers are increasingly buying directly from other consumers, and dealers have less reason to use the company’s marketplace services than in past years.

We create an area for these key drivers, with scenarios for the most uncertain one:

Cars.com - Scenarios for the Market Share

You might be wondering why there’s no assumed uptick in market share since this is supposed to be a “turnaround” case study.

The short answer is that we think the company is unlikely to “turn around” its core business in this time frame, so it will have to move into new areas via bolt-on acquisitions .

For example, maybe it could acquire smaller firms that sell software and services to dealers, or it could acquire physical or online car dealerships directly.

Another option is to acquire companies that can better monetize Cars.com’s large and growing web traffic – such as companies that sell auto finance leads.

As part of this process, we also need to research smaller companies to acquire, but there isn’t much to say about this part.

It comes down to running searches on Capital IQ for smaller companies in related industries and entering keywords like “auto” in the business description field.

In terms of the other financial statement drivers , many expenses here are simple percentages of revenue, but we could also link them to the employee count.

We also link the website traffic to the sales & marketing spending to capture the spending required for growth in that area.

Finally, we need to input the financial statements for the company, which is not that hard since they’re already fairly clean:

Cars.com - Income Statement

It might be worth consolidating a few items here, but the Income Statement and partial Cash Flow Statement are mostly fine, which means the Excel versions are close to the ones in the annual report.

Part 5: Building a Simple But Effective Model

The case study instructions state that a full 3-statement model is not necessary – but even if they had not, such a model would rarely be worthwhile.

Remember that LBO models, just like DCF models , are based on cash flow and EBITDA multiples ; the full statements add almost nothing since you can track the Cash and Debt balances separately.

In terms of model complexity, a single-sheet LBO with 200-300 rows in Excel is fine for this exercise.

You’re not going to get “extra credit” for a super-complex LBO model that takes days to understand.

The key schedules here are:

  • Transaction Assumptions – Including the purchase price, exit assumptions, scenarios, and tranches of debt. Skip the working capital adjustment unless they specifically ask for it. For more on these nuances, see our coverage of Enterprise Value vs. purchase price and cash-free debt-free deals .
  • Sources & Uses – Short and simple but required to calculate the Investor Equity.
  • Revenue, Expense, and Cash Flow Drivers – These don’t need to be super-complex; the goal is to go beyond projecting revenue as a simple percentage growth rate.
  • Income Statement and Partial Cash Flow Statement – The goal is to calculate Free Cash Flow because that drives Debt repayment and Cash generation in an LBO.
  • Add-On Acquisitions – These are part of the “turnaround strategy” in this deal, so they’re quite important.
  • Debt Schedule – This one is quite simple here because the deal is not dependent on financial engineering.
  • Returns Calculations – The IPO vs. M&A exit options add a bit of complexity.
  • Sensitivity Tables – It’s difficult to draft the investment recommendation without these.

Skip anything that makes your life harder, such as circular references in Excel (to avoid these, use the beginning Cash and Debt balances to calculate interest).

We pay special attention to the add-on acquisitions here, with support for their revenue and EBITDA contributions:

Private Equity Case Study - Add-On Acquisitions

The Debt Schedule features a Revolver, Term Loans, and Subordinated Notes:

Private Equity Case Study - Debt Schedule

The Returns Calculations are also simple; we do assume a bit of Multiple Expansion because of the company’s higher growth rate by the end:

Private Equity Case Study - Exit Multiples

Could we simplify this model even further?

I don’t think the M&A vs. IPO exit options mentioned above are necessary, and we could also drop the “Growth” vs. “Value” options for the add-on acquisitions:

Possible Case Study Simplifications

Especially if we recommend against the deal, it’s not that important to analyze which type of add-on acquisition works best.

It would be more difficult to drop the scenarios and Excel sensitivity tables , but we could restructure them a bit and fold the scenario into a sensitivity table.

All investing is probabilistic, and there’s a huge range of potential outcomes – so it’s difficult to make a serious investment recommendation without examining several outcomes.

Even if we think this deal is spectacular, we must consider cases in which it goes poorly and how we might reduce those risks.

Part 6: Drafting an Investment Recommendation

For a 15-slide recommendation, I would recommend this structure:

  • Slides 1 – 2: Recommendation for or against the deal, your criteria, and why you selected this company.
  • Slides 3 – 7: Qualitative factors that support or refute the deal (market, competition, growth opportunities, etc.). You can also explain your proposed turnaround strategy, such as the add-on acquisitions, here.
  • Slides 8 – 13: The numbers, including a summary of the LBO model, multiples vs. comps (not a detailed valuation), etc. Focus on the assumptions and the output from the sensitivity tables.
  • Slide 14: Risk factors for a positive recommendation, and the counter-factual (“what would change your mind?”) for a negative one. You can also explain the potential impact of each risk on the returns and how you could mitigate these risks.
  • Slide 15: Restate your conclusions from Slide 1 and present your best arguments here. You could also change the slide formatting or visuals to make it seem new.

“OK,” you say, “but how do you actually make an investment decision?”

The easiest method is to set criteria for the IRR or multiple of invested capital in each case and say, “Yes” if the deal achieves those numbers and “No” if it does not.

For example, maybe the targets are a 30% IRR in the Upside case, a 20% IRR in the Base case, and a 1.0x multiple in the Downside case (i.e., avoid losing money).

We do achieve those numbers in this deal, but the decision could go either way because the deal is highly dependent on the add-on acquisitions.

Without these acquisitions, the deal does not work; the IRR falls by 10%+ across all the scenarios and turns negative in the Downside case.

We need at least 5 good acquisition candidates matching very specific financial profiles ($100 million Purchase Enterprise Value and a 15x EBITDA purchase multiple with 10% revenue growth or 5x EBITDA with 3% growth).

The presentation includes some examples of potential matches:

Private Equity Case Study Add-On Acquisition Candidates

While these examples are better than nothing, the case is not that strong because:

  • Most of these companies are too big or too small to fit into the strategy proposed here of ~$100 million in annual acquisitions.
  • The acquisition strategy is unclear ; acquiring and integrating dealerships (even online ones) would be very, very different from acquiring software/data/media companies.
  • And since the auto software market is very niche, there’s probably not a long list of potential acquisition candidates beyond the few we found.

We end up saying, “Yes” in this recommendation, but you could easily reach the opposite conclusion because you believe the supporting data is weak.

In short: For a 1-week open-ended case study, this approach is fine, but this specific deal would probably not stand up to a more detailed on-the-job analysis.

The Private Equity Case Study: Final Thoughts

Similar to time-pressured LBO modeling tests, you can get better at the open-ended private equity case study by “putting in the reps.”

But each rep is more time-consuming, and if you have a demanding full-time job, it may be unrealistic to complete multiple practice case studies before the real thing.

Also, even with significant practice, you can’t necessarily reduce the time required to research an industry and specific companies within it.

So, it’s best to pick companies and industries you already know and have several Excel and PowerPoint templates ready to go.

If you’re targeting smaller funds that use off-cycle recruiting, the first part should be easy because you should be applying to funds that match your industry/deal/client background.

And if not, you can always make a lateral move to a bulge bracket bank and interview at the larger funds if you prefer the private equity case study in “speed test” form.

If you liked this article, you might be interested in:

  • The Growth Equity Case Study: Real-Life Example and Tutorial
  • The Full Guide to Healthcare Private Equity, from Careers to Contradictions
  • Healthcare Investment Banking: The Best Group to Check Into When Human Civilization is Collapsing?

recommendation case study pdf

About the Author

Brian DeChesare is the Founder of Mergers & Inquisitions and Breaking Into Wall Street . In his spare time, he enjoys lifting weights, running, traveling, obsessively watching TV shows, and defeating Sauron.

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Organizing Your Social Sciences Research Assignments

  • Annotated Bibliography
  • Analyzing a Scholarly Journal Article
  • Group Presentations
  • Dealing with Nervousness
  • Using Visual Aids
  • Grading Someone Else's Paper
  • Types of Structured Group Activities
  • Group Project Survival Skills
  • Leading a Class Discussion
  • Multiple Book Review Essay
  • Reviewing Collected Works
  • Writing a Case Analysis Paper
  • Writing a Case Study
  • About Informed Consent
  • Writing Field Notes
  • Writing a Policy Memo
  • Writing a Reflective Paper
  • Writing a Research Proposal
  • Generative AI and Writing
  • Acknowledgments

A case study research paper examines a person, place, event, condition, phenomenon, or other type of subject of analysis in order to extrapolate  key themes and results that help predict future trends, illuminate previously hidden issues that can be applied to practice, and/or provide a means for understanding an important research problem with greater clarity. A case study research paper usually examines a single subject of analysis, but case study papers can also be designed as a comparative investigation that shows relationships between two or more subjects. The methods used to study a case can rest within a quantitative, qualitative, or mixed-method investigative paradigm.

Case Studies. Writing@CSU. Colorado State University; Mills, Albert J. , Gabrielle Durepos, and Eiden Wiebe, editors. Encyclopedia of Case Study Research . Thousand Oaks, CA: SAGE Publications, 2010 ; “What is a Case Study?” In Swanborn, Peter G. Case Study Research: What, Why and How? London: SAGE, 2010.

How to Approach Writing a Case Study Research Paper

General information about how to choose a topic to investigate can be found under the " Choosing a Research Problem " tab in the Organizing Your Social Sciences Research Paper writing guide. Review this page because it may help you identify a subject of analysis that can be investigated using a case study design.

However, identifying a case to investigate involves more than choosing the research problem . A case study encompasses a problem contextualized around the application of in-depth analysis, interpretation, and discussion, often resulting in specific recommendations for action or for improving existing conditions. As Seawright and Gerring note, practical considerations such as time and access to information can influence case selection, but these issues should not be the sole factors used in describing the methodological justification for identifying a particular case to study. Given this, selecting a case includes considering the following:

  • The case represents an unusual or atypical example of a research problem that requires more in-depth analysis? Cases often represent a topic that rests on the fringes of prior investigations because the case may provide new ways of understanding the research problem. For example, if the research problem is to identify strategies to improve policies that support girl's access to secondary education in predominantly Muslim nations, you could consider using Azerbaijan as a case study rather than selecting a more obvious nation in the Middle East. Doing so may reveal important new insights into recommending how governments in other predominantly Muslim nations can formulate policies that support improved access to education for girls.
  • The case provides important insight or illuminate a previously hidden problem? In-depth analysis of a case can be based on the hypothesis that the case study will reveal trends or issues that have not been exposed in prior research or will reveal new and important implications for practice. For example, anecdotal evidence may suggest drug use among homeless veterans is related to their patterns of travel throughout the day. Assuming prior studies have not looked at individual travel choices as a way to study access to illicit drug use, a case study that observes a homeless veteran could reveal how issues of personal mobility choices facilitate regular access to illicit drugs. Note that it is important to conduct a thorough literature review to ensure that your assumption about the need to reveal new insights or previously hidden problems is valid and evidence-based.
  • The case challenges and offers a counter-point to prevailing assumptions? Over time, research on any given topic can fall into a trap of developing assumptions based on outdated studies that are still applied to new or changing conditions or the idea that something should simply be accepted as "common sense," even though the issue has not been thoroughly tested in current practice. A case study analysis may offer an opportunity to gather evidence that challenges prevailing assumptions about a research problem and provide a new set of recommendations applied to practice that have not been tested previously. For example, perhaps there has been a long practice among scholars to apply a particular theory in explaining the relationship between two subjects of analysis. Your case could challenge this assumption by applying an innovative theoretical framework [perhaps borrowed from another discipline] to explore whether this approach offers new ways of understanding the research problem. Taking a contrarian stance is one of the most important ways that new knowledge and understanding develops from existing literature.
  • The case provides an opportunity to pursue action leading to the resolution of a problem? Another way to think about choosing a case to study is to consider how the results from investigating a particular case may result in findings that reveal ways in which to resolve an existing or emerging problem. For example, studying the case of an unforeseen incident, such as a fatal accident at a railroad crossing, can reveal hidden issues that could be applied to preventative measures that contribute to reducing the chance of accidents in the future. In this example, a case study investigating the accident could lead to a better understanding of where to strategically locate additional signals at other railroad crossings so as to better warn drivers of an approaching train, particularly when visibility is hindered by heavy rain, fog, or at night.
  • The case offers a new direction in future research? A case study can be used as a tool for an exploratory investigation that highlights the need for further research about the problem. A case can be used when there are few studies that help predict an outcome or that establish a clear understanding about how best to proceed in addressing a problem. For example, after conducting a thorough literature review [very important!], you discover that little research exists showing the ways in which women contribute to promoting water conservation in rural communities of east central Africa. A case study of how women contribute to saving water in a rural village of Uganda can lay the foundation for understanding the need for more thorough research that documents how women in their roles as cooks and family caregivers think about water as a valuable resource within their community. This example of a case study could also point to the need for scholars to build new theoretical frameworks around the topic [e.g., applying feminist theories of work and family to the issue of water conservation].

Eisenhardt, Kathleen M. “Building Theories from Case Study Research.” Academy of Management Review 14 (October 1989): 532-550; Emmel, Nick. Sampling and Choosing Cases in Qualitative Research: A Realist Approach . Thousand Oaks, CA: SAGE Publications, 2013; Gerring, John. “What Is a Case Study and What Is It Good for?” American Political Science Review 98 (May 2004): 341-354; Mills, Albert J. , Gabrielle Durepos, and Eiden Wiebe, editors. Encyclopedia of Case Study Research . Thousand Oaks, CA: SAGE Publications, 2010; Seawright, Jason and John Gerring. "Case Selection Techniques in Case Study Research." Political Research Quarterly 61 (June 2008): 294-308.

Structure and Writing Style

The purpose of a paper in the social sciences designed around a case study is to thoroughly investigate a subject of analysis in order to reveal a new understanding about the research problem and, in so doing, contributing new knowledge to what is already known from previous studies. In applied social sciences disciplines [e.g., education, social work, public administration, etc.], case studies may also be used to reveal best practices, highlight key programs, or investigate interesting aspects of professional work.

In general, the structure of a case study research paper is not all that different from a standard college-level research paper. However, there are subtle differences you should be aware of. Here are the key elements to organizing and writing a case study research paper.

I.  Introduction

As with any research paper, your introduction should serve as a roadmap for your readers to ascertain the scope and purpose of your study . The introduction to a case study research paper, however, should not only describe the research problem and its significance, but you should also succinctly describe why the case is being used and how it relates to addressing the problem. The two elements should be linked. With this in mind, a good introduction answers these four questions:

  • What is being studied? Describe the research problem and describe the subject of analysis [the case] you have chosen to address the problem. Explain how they are linked and what elements of the case will help to expand knowledge and understanding about the problem.
  • Why is this topic important to investigate? Describe the significance of the research problem and state why a case study design and the subject of analysis that the paper is designed around is appropriate in addressing the problem.
  • What did we know about this topic before I did this study? Provide background that helps lead the reader into the more in-depth literature review to follow. If applicable, summarize prior case study research applied to the research problem and why it fails to adequately address the problem. Describe why your case will be useful. If no prior case studies have been used to address the research problem, explain why you have selected this subject of analysis.
  • How will this study advance new knowledge or new ways of understanding? Explain why your case study will be suitable in helping to expand knowledge and understanding about the research problem.

Each of these questions should be addressed in no more than a few paragraphs. Exceptions to this can be when you are addressing a complex research problem or subject of analysis that requires more in-depth background information.

II.  Literature Review

The literature review for a case study research paper is generally structured the same as it is for any college-level research paper. The difference, however, is that the literature review is focused on providing background information and  enabling historical interpretation of the subject of analysis in relation to the research problem the case is intended to address . This includes synthesizing studies that help to:

  • Place relevant works in the context of their contribution to understanding the case study being investigated . This would involve summarizing studies that have used a similar subject of analysis to investigate the research problem. If there is literature using the same or a very similar case to study, you need to explain why duplicating past research is important [e.g., conditions have changed; prior studies were conducted long ago, etc.].
  • Describe the relationship each work has to the others under consideration that informs the reader why this case is applicable . Your literature review should include a description of any works that support using the case to investigate the research problem and the underlying research questions.
  • Identify new ways to interpret prior research using the case study . If applicable, review any research that has examined the research problem using a different research design. Explain how your use of a case study design may reveal new knowledge or a new perspective or that can redirect research in an important new direction.
  • Resolve conflicts amongst seemingly contradictory previous studies . This refers to synthesizing any literature that points to unresolved issues of concern about the research problem and describing how the subject of analysis that forms the case study can help resolve these existing contradictions.
  • Point the way in fulfilling a need for additional research . Your review should examine any literature that lays a foundation for understanding why your case study design and the subject of analysis around which you have designed your study may reveal a new way of approaching the research problem or offer a perspective that points to the need for additional research.
  • Expose any gaps that exist in the literature that the case study could help to fill . Summarize any literature that not only shows how your subject of analysis contributes to understanding the research problem, but how your case contributes to a new way of understanding the problem that prior research has failed to do.
  • Locate your own research within the context of existing literature [very important!] . Collectively, your literature review should always place your case study within the larger domain of prior research about the problem. The overarching purpose of reviewing pertinent literature in a case study paper is to demonstrate that you have thoroughly identified and synthesized prior studies in relation to explaining the relevance of the case in addressing the research problem.

III.  Method

In this section, you explain why you selected a particular case [i.e., subject of analysis] and the strategy you used to identify and ultimately decide that your case was appropriate in addressing the research problem. The way you describe the methods used varies depending on the type of subject of analysis that constitutes your case study.

If your subject of analysis is an incident or event . In the social and behavioral sciences, the event or incident that represents the case to be studied is usually bounded by time and place, with a clear beginning and end and with an identifiable location or position relative to its surroundings. The subject of analysis can be a rare or critical event or it can focus on a typical or regular event. The purpose of studying a rare event is to illuminate new ways of thinking about the broader research problem or to test a hypothesis. Critical incident case studies must describe the method by which you identified the event and explain the process by which you determined the validity of this case to inform broader perspectives about the research problem or to reveal new findings. However, the event does not have to be a rare or uniquely significant to support new thinking about the research problem or to challenge an existing hypothesis. For example, Walo, Bull, and Breen conducted a case study to identify and evaluate the direct and indirect economic benefits and costs of a local sports event in the City of Lismore, New South Wales, Australia. The purpose of their study was to provide new insights from measuring the impact of a typical local sports event that prior studies could not measure well because they focused on large "mega-events." Whether the event is rare or not, the methods section should include an explanation of the following characteristics of the event: a) when did it take place; b) what were the underlying circumstances leading to the event; and, c) what were the consequences of the event in relation to the research problem.

If your subject of analysis is a person. Explain why you selected this particular individual to be studied and describe what experiences they have had that provide an opportunity to advance new understandings about the research problem. Mention any background about this person which might help the reader understand the significance of their experiences that make them worthy of study. This includes describing the relationships this person has had with other people, institutions, and/or events that support using them as the subject for a case study research paper. It is particularly important to differentiate the person as the subject of analysis from others and to succinctly explain how the person relates to examining the research problem [e.g., why is one politician in a particular local election used to show an increase in voter turnout from any other candidate running in the election]. Note that these issues apply to a specific group of people used as a case study unit of analysis [e.g., a classroom of students].

If your subject of analysis is a place. In general, a case study that investigates a place suggests a subject of analysis that is unique or special in some way and that this uniqueness can be used to build new understanding or knowledge about the research problem. A case study of a place must not only describe its various attributes relevant to the research problem [e.g., physical, social, historical, cultural, economic, political], but you must state the method by which you determined that this place will illuminate new understandings about the research problem. It is also important to articulate why a particular place as the case for study is being used if similar places also exist [i.e., if you are studying patterns of homeless encampments of veterans in open spaces, explain why you are studying Echo Park in Los Angeles rather than Griffith Park?]. If applicable, describe what type of human activity involving this place makes it a good choice to study [e.g., prior research suggests Echo Park has more homeless veterans].

If your subject of analysis is a phenomenon. A phenomenon refers to a fact, occurrence, or circumstance that can be studied or observed but with the cause or explanation to be in question. In this sense, a phenomenon that forms your subject of analysis can encompass anything that can be observed or presumed to exist but is not fully understood. In the social and behavioral sciences, the case usually focuses on human interaction within a complex physical, social, economic, cultural, or political system. For example, the phenomenon could be the observation that many vehicles used by ISIS fighters are small trucks with English language advertisements on them. The research problem could be that ISIS fighters are difficult to combat because they are highly mobile. The research questions could be how and by what means are these vehicles used by ISIS being supplied to the militants and how might supply lines to these vehicles be cut off? How might knowing the suppliers of these trucks reveal larger networks of collaborators and financial support? A case study of a phenomenon most often encompasses an in-depth analysis of a cause and effect that is grounded in an interactive relationship between people and their environment in some way.

NOTE:   The choice of the case or set of cases to study cannot appear random. Evidence that supports the method by which you identified and chose your subject of analysis should clearly support investigation of the research problem and linked to key findings from your literature review. Be sure to cite any studies that helped you determine that the case you chose was appropriate for examining the problem.

IV.  Discussion

The main elements of your discussion section are generally the same as any research paper, but centered around interpreting and drawing conclusions about the key findings from your analysis of the case study. Note that a general social sciences research paper may contain a separate section to report findings. However, in a paper designed around a case study, it is common to combine a description of the results with the discussion about their implications. The objectives of your discussion section should include the following:

Reiterate the Research Problem/State the Major Findings Briefly reiterate the research problem you are investigating and explain why the subject of analysis around which you designed the case study were used. You should then describe the findings revealed from your study of the case using direct, declarative, and succinct proclamation of the study results. Highlight any findings that were unexpected or especially profound.

Explain the Meaning of the Findings and Why They are Important Systematically explain the meaning of your case study findings and why you believe they are important. Begin this part of the section by repeating what you consider to be your most important or surprising finding first, then systematically review each finding. Be sure to thoroughly extrapolate what your analysis of the case can tell the reader about situations or conditions beyond the actual case that was studied while, at the same time, being careful not to misconstrue or conflate a finding that undermines the external validity of your conclusions.

Relate the Findings to Similar Studies No study in the social sciences is so novel or possesses such a restricted focus that it has absolutely no relation to previously published research. The discussion section should relate your case study results to those found in other studies, particularly if questions raised from prior studies served as the motivation for choosing your subject of analysis. This is important because comparing and contrasting the findings of other studies helps support the overall importance of your results and it highlights how and in what ways your case study design and the subject of analysis differs from prior research about the topic.

Consider Alternative Explanations of the Findings Remember that the purpose of social science research is to discover and not to prove. When writing the discussion section, you should carefully consider all possible explanations revealed by the case study results, rather than just those that fit your hypothesis or prior assumptions and biases. Be alert to what the in-depth analysis of the case may reveal about the research problem, including offering a contrarian perspective to what scholars have stated in prior research if that is how the findings can be interpreted from your case.

Acknowledge the Study's Limitations You can state the study's limitations in the conclusion section of your paper but describing the limitations of your subject of analysis in the discussion section provides an opportunity to identify the limitations and explain why they are not significant. This part of the discussion section should also note any unanswered questions or issues your case study could not address. More detailed information about how to document any limitations to your research can be found here .

Suggest Areas for Further Research Although your case study may offer important insights about the research problem, there are likely additional questions related to the problem that remain unanswered or findings that unexpectedly revealed themselves as a result of your in-depth analysis of the case. Be sure that the recommendations for further research are linked to the research problem and that you explain why your recommendations are valid in other contexts and based on the original assumptions of your study.

V.  Conclusion

As with any research paper, you should summarize your conclusion in clear, simple language; emphasize how the findings from your case study differs from or supports prior research and why. Do not simply reiterate the discussion section. Provide a synthesis of key findings presented in the paper to show how these converge to address the research problem. If you haven't already done so in the discussion section, be sure to document the limitations of your case study and any need for further research.

The function of your paper's conclusion is to: 1) reiterate the main argument supported by the findings from your case study; 2) state clearly the context, background, and necessity of pursuing the research problem using a case study design in relation to an issue, controversy, or a gap found from reviewing the literature; and, 3) provide a place to persuasively and succinctly restate the significance of your research problem, given that the reader has now been presented with in-depth information about the topic.

Consider the following points to help ensure your conclusion is appropriate:

  • If the argument or purpose of your paper is complex, you may need to summarize these points for your reader.
  • If prior to your conclusion, you have not yet explained the significance of your findings or if you are proceeding inductively, use the conclusion of your paper to describe your main points and explain their significance.
  • Move from a detailed to a general level of consideration of the case study's findings that returns the topic to the context provided by the introduction or within a new context that emerges from your case study findings.

Note that, depending on the discipline you are writing in or the preferences of your professor, the concluding paragraph may contain your final reflections on the evidence presented as it applies to practice or on the essay's central research problem. However, the nature of being introspective about the subject of analysis you have investigated will depend on whether you are explicitly asked to express your observations in this way.

Problems to Avoid

Overgeneralization One of the goals of a case study is to lay a foundation for understanding broader trends and issues applied to similar circumstances. However, be careful when drawing conclusions from your case study. They must be evidence-based and grounded in the results of the study; otherwise, it is merely speculation. Looking at a prior example, it would be incorrect to state that a factor in improving girls access to education in Azerbaijan and the policy implications this may have for improving access in other Muslim nations is due to girls access to social media if there is no documentary evidence from your case study to indicate this. There may be anecdotal evidence that retention rates were better for girls who were engaged with social media, but this observation would only point to the need for further research and would not be a definitive finding if this was not a part of your original research agenda.

Failure to Document Limitations No case is going to reveal all that needs to be understood about a research problem. Therefore, just as you have to clearly state the limitations of a general research study , you must describe the specific limitations inherent in the subject of analysis. For example, the case of studying how women conceptualize the need for water conservation in a village in Uganda could have limited application in other cultural contexts or in areas where fresh water from rivers or lakes is plentiful and, therefore, conservation is understood more in terms of managing access rather than preserving access to a scarce resource.

Failure to Extrapolate All Possible Implications Just as you don't want to over-generalize from your case study findings, you also have to be thorough in the consideration of all possible outcomes or recommendations derived from your findings. If you do not, your reader may question the validity of your analysis, particularly if you failed to document an obvious outcome from your case study research. For example, in the case of studying the accident at the railroad crossing to evaluate where and what types of warning signals should be located, you failed to take into consideration speed limit signage as well as warning signals. When designing your case study, be sure you have thoroughly addressed all aspects of the problem and do not leave gaps in your analysis that leave the reader questioning the results.

Case Studies. Writing@CSU. Colorado State University; Gerring, John. Case Study Research: Principles and Practices . New York: Cambridge University Press, 2007; Merriam, Sharan B. Qualitative Research and Case Study Applications in Education . Rev. ed. San Francisco, CA: Jossey-Bass, 1998; Miller, Lisa L. “The Use of Case Studies in Law and Social Science Research.” Annual Review of Law and Social Science 14 (2018): TBD; Mills, Albert J., Gabrielle Durepos, and Eiden Wiebe, editors. Encyclopedia of Case Study Research . Thousand Oaks, CA: SAGE Publications, 2010; Putney, LeAnn Grogan. "Case Study." In Encyclopedia of Research Design , Neil J. Salkind, editor. (Thousand Oaks, CA: SAGE Publications, 2010), pp. 116-120; Simons, Helen. Case Study Research in Practice . London: SAGE Publications, 2009;  Kratochwill,  Thomas R. and Joel R. Levin, editors. Single-Case Research Design and Analysis: New Development for Psychology and Education .  Hilldsale, NJ: Lawrence Erlbaum Associates, 1992; Swanborn, Peter G. Case Study Research: What, Why and How? London : SAGE, 2010; Yin, Robert K. Case Study Research: Design and Methods . 6th edition. Los Angeles, CA, SAGE Publications, 2014; Walo, Maree, Adrian Bull, and Helen Breen. “Achieving Economic Benefits at Local Events: A Case Study of a Local Sports Event.” Festival Management and Event Tourism 4 (1996): 95-106.

Writing Tip

At Least Five Misconceptions about Case Study Research

Social science case studies are often perceived as limited in their ability to create new knowledge because they are not randomly selected and findings cannot be generalized to larger populations. Flyvbjerg examines five misunderstandings about case study research and systematically "corrects" each one. To quote, these are:

Misunderstanding 1 :  General, theoretical [context-independent] knowledge is more valuable than concrete, practical [context-dependent] knowledge. Misunderstanding 2 :  One cannot generalize on the basis of an individual case; therefore, the case study cannot contribute to scientific development. Misunderstanding 3 :  The case study is most useful for generating hypotheses; that is, in the first stage of a total research process, whereas other methods are more suitable for hypotheses testing and theory building. Misunderstanding 4 :  The case study contains a bias toward verification, that is, a tendency to confirm the researcher’s preconceived notions. Misunderstanding 5 :  It is often difficult to summarize and develop general propositions and theories on the basis of specific case studies [p. 221].

While writing your paper, think introspectively about how you addressed these misconceptions because to do so can help you strengthen the validity and reliability of your research by clarifying issues of case selection, the testing and challenging of existing assumptions, the interpretation of key findings, and the summation of case outcomes. Think of a case study research paper as a complete, in-depth narrative about the specific properties and key characteristics of your subject of analysis applied to the research problem.

Flyvbjerg, Bent. “Five Misunderstandings About Case-Study Research.” Qualitative Inquiry 12 (April 2006): 219-245.

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Case Study: Build Your Own Recommendation System for Movies

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Home / Guides / Citation Guides / How to Cite Sources / How to Cite a Case Study in APA, MLA, or Chicago

How to Cite a Case Study in APA, MLA, or Chicago

When citing a case study, the format in MLA and APA is similar to that of a report, and in Chicago style, it is similar to that of a book. For all three citation styles, you will need the name of the author(s), the title of the case study, the year it was published, the publishing organization/publisher, and URL (if applicable). The templates and examples below will demonstrate how to cite a case study in MLA, APA, and Chicago styles.

Author Last Name, Author First Name.  Title of Case Study . Edition (if applicable), volume number (if applicable), Publisher, year of publication, URL without http:// or https:// (if applicable).

Hill, Linda A., et al. HCL Technologies (A). Rev. edition, Harvard Business School, 2008, www.hbs.edu/faculty/Pages/item.aspx?num=34784.

In-text Citation:

(Author Last Name(s) page #)

(Hill et al. 8)

Author Last Name, Author Initial. (Publication Year). Title of Case Study (Case # if applicable). Publishing Organization. URL

Hill, L., Khanna, T., & Stecker, E. (2008). HCL Technologies (A) (Case 408-004). Harvard Business School. https://www.hbs.edu/faculty/Pages/item.aspx?num=34784

(Author Last Name, Publication Year)

(Hill et al., 2008)

Notes-bibliography style

Author Last Name, First Name.  Title of the Case Study . Publishing City: Publishing Organization, Publication Year. URL.

Hill, Linda A., Tarun Khanna, and Emily Stecker. HCL Technologies (A).  Boston: Harvard Business School, 2008. https://www.hbs.edu/faculty/Pages/item.aspx?num=34784.

1. Author First Name Last Name, Title of the Case Study (Publishing City: Publishing Organization, Publication Year), URL.

1. Linda A. Hill, Tarun Khanna, and Emily Stecker, HCL Technologies (A) ( Boston: Harvard Business School, 2008), https://www.hbs.edu/faculty/Pages/item.aspx?num=34784.

Author-date style

Author Last Name, First Name. Publication Year. Title of the Case Study . Publishing City: Publishing Organization. URL.

Hill, Linda A., Tarun Khanna, and Emily Stecker. 2008. HCL Technologies (A).  Boston: Harvard Business School. https://www.hbs.edu/faculty/Pages/item.aspx?num=34784.

In-text citation: 

(Author Last Name Publication Date)

(Holl, Khanna, and Stecker 2008)

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    A case study is one of the most commonly used methodologies of social research. This article attempts to look into the various dimensions of a case study research strategy, the different epistemological strands which determine the particular case study type and approach adopted in the field, discusses the factors which can enhance the effectiveness of a case study research, and the debate ...

  4. PDF How to write a case study

    This guide explains how to write a descriptive case study. A descriptive case study describes how an organization handled a specific issue. Case studies can vary in length and the amount of details provided. They can be fictional or based on true events. Why should you write one? Case studies can help others (e.g., students, other organizations,

  5. How To Make Recommendation in Case Study (With Examples)

    How To Write Recommendation in Case Study. 1. Review Your Case Study's Problem. 2. Assess Your Case Study's Alternative Courses of Action. 3. Pick Your Case Study's Best Alternative Course of Action. 4. Explain in Detail Why You Recommend Your Preferred Course of Action.

  6. (Pdf) Chapter 5 Summary, Conclusions, Implications and Recommendations

    The conclusions are as stated below: i. Students' use of language in the oral sessions depicted their beliefs and values. based on their intentions. The oral sessions prompted the students to be ...

  7. PDF Title of Report

    Page 5 of 10 Analysis. e of eo Analysis Q Examine the problem being faced—what are the contributing factors? Q Show us the steps you've used to reach your recommendation and implementation plan . Q How do course concepts apply to the case? Q What are the related exhibits? Be sure to refer to them explicitly in your text e .g ., "The organizational ...

  8. (PDF) Case Study Research

    The case study method is a research strategy that aims to gain an in-depth understanding of a specific phenomenon by collecting and analyzing specific data within its true context (Rebolj, 2013 ...

  9. Case Study Method: A Step-by-Step Guide for Business Researchers

    Although case studies have been discussed extensively in the literature, little has been written about the specific steps one may use to conduct case study research effectively (Gagnon, 2010; Hancock & Algozzine, 2016).Baskarada (2014) also emphasized the need to have a succinct guideline that can be practically followed as it is actually tough to execute a case study well in practice.

  10. PDF Chapter 5 Conclusions and recommendations

    5.1 INTRODUCTION. In this chapter the conclusions derived from the findings of this study on the experiences of registered nurses involved in the termination of pregnancy at Soshanguve Community Health Centre are described. The conclusions were based on the purpose, research questions and results of the study. The implications of these findings ...

  11. How to Write Recommendations in Research

    Recommendations for future research should be: Concrete and specific. Supported with a clear rationale. Directly connected to your research. Overall, strive to highlight ways other researchers can reproduce or replicate your results to draw further conclusions, and suggest different directions that future research can take, if applicable.

  12. PDF Recommendations for Using the Case Study Method in International ...

    This study mainly focuses on IB and case study research literature, but some ideas from management, logistics, and marketing are also included. I selected the IB area because this was the focus of my dissertation (Vissak, 2003) and most of my published articles have been written in this field.

  13. Private Equity Case Study: Full Tutorial & Detailed Example

    Case Study Prompt (PDF) Private Equity Case Study Slides (PDF) Cars.com - Highlighted 10-K (PDF) Cars.com - Investor Presentation (PDF) Cars.com - Excel Model (XL) Cars.com - Investment Recommendation Presentation (PDF) We're going to use Cars.com in this example, which is one of the many case studies in our Advanced Financial ...

  14. Writing a Case Study

    The purpose of a paper in the social sciences designed around a case study is to thoroughly investigate a subject of analysis in order to reveal a new understanding about the research problem and, in so doing, contributing new knowledge to what is already known from previous studies. In applied social sciences disciplines [e.g., education, social work, public administration, etc.], case ...

  15. (PDF) Case Study: Build Your Own Recommendation System for Movies

    You can now apply this acquired skill to all sorts of domains of your choice, e.g. restaurant recommendations. Self-Help Documentation: In this document, we walk through some helpful tips to get you started with building your own Recommendation engine based on the case studies discussed in the Recommendation systems module.

  16. (PDF) Qualitative Case Study Methodology: Study Design and

    McMaster University, West Hamilton, Ontario, Canada. Qualitative case study methodology prov ides tools for researchers to study. complex phenomena within their contexts. When the approach is ...

  17. How to Cite a Case Study in APA, MLA or Chicago

    When citing a case study, the format in MLA and APA is similar to that of a report, and in Chicago style, it is similar to that of a book. ... Harvard Referencing Style Guide Harvard Referencing Generator In-text Citations in Harvard Referencing Style How to reference a YouTube (or an online) ...

  18. Subject Guides: APA Citation Style (7th Edition): Case Studies

    Citation and Reference Management This link opens in a new window; General Format. General format for citing case studies: Author(s). (Year). Title of case study. Number of case study. URL. Examples: Harvard Business School Case Study Smith, S. (2003). Leadership. HBS No. 7-806-122. https://hbsp.harvard.edu/cases/

  19. PDF A Case Study on Various Recommendation Systems

    The goal of a recommender system is to generate relevant recom-mendations for users. It is an information filtering technique that assists users by filtering the redundant and unwanted data from a data chunk and delivers relevant information to the users. An in-formation system is known as recommendation engine when the delivered information ...

  20. (PDF) Systematic Review of Recommendation Systems for ...

    We examined case studies conducted over the previous six years (2017-2022), with a focus on 35 key studies selected from 1938 academic papers found using the CADIMA tool.

  21. A Case Study on Various Recommendation Systems

    A detailed review of various recommendation systems is presented and typically recommender systems are based on the keyword search which allows the efficient scanning of very large document collections. The goal of a recommender system is to generate relevant recommendations for users. It is an information filtering technique that assists users by filtering the redundant and unwanted data from ...

  22. PDF RECOMMEND A RESOURCE BE ADDED TO PAVILION Case Study Recommendation

    Case Study Recommendation . Case studies analyze real-word examples and provide lesson(s) to be learned by explaining why the case study should be emulated, avoided or both. View an . example. on PAVILION. Fill out this form and email to . [email protected]. If you have any additional source materials (e.g.,

  23. (PDF) A Case Study on Recommendation Systems Based on Big Data

    PDF | On Jan 1, 2019, M. Sandeep Kumar and others published A Case Study on Recommendation Systems Based on Big Data: Proceedings of the Second International Conference on SCI 2018, Volume 2 ...