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5 Benefits of Learning Through the Case Study Method

Harvard Business School MBA students learning through the case study method

  • 28 Nov 2023

While several factors make HBS Online unique —including a global Community and real-world outcomes —active learning through the case study method rises to the top.

In a 2023 City Square Associates survey, 74 percent of HBS Online learners who also took a course from another provider said HBS Online’s case method and real-world examples were better by comparison.

Here’s a primer on the case method, five benefits you could gain, and how to experience it for yourself.

Access your free e-book today.

What Is the Harvard Business School Case Study Method?

The case study method , or case method , is a learning technique in which you’re presented with a real-world business challenge and asked how you’d solve it. After working through it yourself and with peers, you’re told how the scenario played out.

HBS pioneered the case method in 1922. Shortly before, in 1921, the first case was written.

“How do you go into an ambiguous situation and get to the bottom of it?” says HBS Professor Jan Rivkin, former senior associate dean and chair of HBS's master of business administration (MBA) program, in a video about the case method . “That skill—the skill of figuring out a course of inquiry to choose a course of action—that skill is as relevant today as it was in 1921.”

Originally developed for the in-person MBA classroom, HBS Online adapted the case method into an engaging, interactive online learning experience in 2014.

In HBS Online courses , you learn about each case from the business professional who experienced it. After reviewing their videos, you’re prompted to take their perspective and explain how you’d handle their situation.

You then get to read peers’ responses, “star” them, and comment to further the discussion. Afterward, you learn how the professional handled it and their key takeaways.

HBS Online’s adaptation of the case method incorporates the famed HBS “cold call,” in which you’re called on at random to make a decision without time to prepare.

“Learning came to life!” said Sheneka Balogun , chief administration officer and chief of staff at LeMoyne-Owen College, of her experience taking the Credential of Readiness (CORe) program . “The videos from the professors, the interactive cold calls where you were randomly selected to participate, and the case studies that enhanced and often captured the essence of objectives and learning goals were all embedded in each module. This made learning fun, engaging, and student-friendly.”

If you’re considering taking a course that leverages the case study method, here are five benefits you could experience.

5 Benefits of Learning Through Case Studies

1. take new perspectives.

The case method prompts you to consider a scenario from another person’s perspective. To work through the situation and come up with a solution, you must consider their circumstances, limitations, risk tolerance, stakeholders, resources, and potential consequences to assess how to respond.

Taking on new perspectives not only can help you navigate your own challenges but also others’. Putting yourself in someone else’s situation to understand their motivations and needs can go a long way when collaborating with stakeholders.

2. Hone Your Decision-Making Skills

Another skill you can build is the ability to make decisions effectively . The case study method forces you to use limited information to decide how to handle a problem—just like in the real world.

Throughout your career, you’ll need to make difficult decisions with incomplete or imperfect information—and sometimes, you won’t feel qualified to do so. Learning through the case method allows you to practice this skill in a low-stakes environment. When facing a real challenge, you’ll be better prepared to think quickly, collaborate with others, and present and defend your solution.

3. Become More Open-Minded

As you collaborate with peers on responses, it becomes clear that not everyone solves problems the same way. Exposing yourself to various approaches and perspectives can help you become a more open-minded professional.

When you’re part of a diverse group of learners from around the world, your experiences, cultures, and backgrounds contribute to a range of opinions on each case.

On the HBS Online course platform, you’re prompted to view and comment on others’ responses, and discussion is encouraged. This practice of considering others’ perspectives can make you more receptive in your career.

“You’d be surprised at how much you can learn from your peers,” said Ratnaditya Jonnalagadda , a software engineer who took CORe.

In addition to interacting with peers in the course platform, Jonnalagadda was part of the HBS Online Community , where he networked with other professionals and continued discussions sparked by course content.

“You get to understand your peers better, and students share examples of businesses implementing a concept from a module you just learned,” Jonnalagadda said. “It’s a very good way to cement the concepts in one's mind.”

4. Enhance Your Curiosity

One byproduct of taking on different perspectives is that it enables you to picture yourself in various roles, industries, and business functions.

“Each case offers an opportunity for students to see what resonates with them, what excites them, what bores them, which role they could imagine inhabiting in their careers,” says former HBS Dean Nitin Nohria in the Harvard Business Review . “Cases stimulate curiosity about the range of opportunities in the world and the many ways that students can make a difference as leaders.”

Through the case method, you can “try on” roles you may not have considered and feel more prepared to change or advance your career .

5. Build Your Self-Confidence

Finally, learning through the case study method can build your confidence. Each time you assume a business leader’s perspective, aim to solve a new challenge, and express and defend your opinions and decisions to peers, you prepare to do the same in your career.

According to a 2022 City Square Associates survey , 84 percent of HBS Online learners report feeling more confident making business decisions after taking a course.

“Self-confidence is difficult to teach or coach, but the case study method seems to instill it in people,” Nohria says in the Harvard Business Review . “There may well be other ways of learning these meta-skills, such as the repeated experience gained through practice or guidance from a gifted coach. However, under the direction of a masterful teacher, the case method can engage students and help them develop powerful meta-skills like no other form of teaching.”

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How to Experience the Case Study Method

If the case method seems like a good fit for your learning style, experience it for yourself by taking an HBS Online course. Offerings span seven subject areas, including:

  • Business essentials
  • Leadership and management
  • Entrepreneurship and innovation
  • Finance and accounting
  • Business in society

No matter which course or credential program you choose, you’ll examine case studies from real business professionals, work through their challenges alongside peers, and gain valuable insights to apply to your career.

Are you interested in discovering how HBS Online can help advance your career? Explore our course catalog and download our free guide —complete with interactive workbook sections—to determine if online learning is right for you and which course to take.

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What the Case Study Method Really Teaches

  • Nitin Nohria

benefits from case study

Seven meta-skills that stick even if the cases fade from memory.

It’s been 100 years since Harvard Business School began using the case study method. Beyond teaching specific subject matter, the case study method excels in instilling meta-skills in students. This article explains the importance of seven such skills: preparation, discernment, bias recognition, judgement, collaboration, curiosity, and self-confidence.

During my decade as dean of Harvard Business School, I spent hundreds of hours talking with our alumni. To enliven these conversations, I relied on a favorite question: “What was the most important thing you learned from your time in our MBA program?”

  • Nitin Nohria is the George F. Baker Jr. Professor at Harvard Business School and the former dean of HBS.

Partner Center

How to Write a Case Study: Bookmarkable Guide & Template

Braden Becker

Published: November 30, 2023

Earning the trust of prospective customers can be a struggle. Before you can even begin to expect to earn their business, you need to demonstrate your ability to deliver on what your product or service promises.

company conducting case study with candidate after learning how to write a case study

Sure, you could say that you're great at X or that you're way ahead of the competition when it comes to Y. But at the end of the day, what you really need to win new business is cold, hard proof.

One of the best ways to prove your worth is through a compelling case study. In fact, HubSpot’s 2020 State of Marketing report found that case studies are so compelling that they are the fifth most commonly used type of content used by marketers.

Download Now: 3 Free Case Study Templates

Below, I'll walk you through what a case study is, how to prepare for writing one, what you need to include in it, and how it can be an effective tactic. To jump to different areas of this post, click on the links below to automatically scroll.

Case Study Definition

Case study templates, how to write a case study.

  • How to Format a Case Study

Business Case Study Examples

A case study is a specific challenge a business has faced, and the solution they've chosen to solve it. Case studies can vary greatly in length and focus on several details related to the initial challenge and applied solution, and can be presented in various forms like a video, white paper, blog post, etc.

In professional settings, it's common for a case study to tell the story of a successful business partnership between a vendor and a client. Perhaps the success you're highlighting is in the number of leads your client generated, customers closed, or revenue gained. Any one of these key performance indicators (KPIs) are examples of your company's services in action.

When done correctly, these examples of your work can chronicle the positive impact your business has on existing or previous customers and help you attract new clients.

benefits from case study

Free Case Study Templates

Showcase your company's success using these three free case study templates.

  • Data-Driven Case Study Template
  • Product-Specific Case Study Template
  • General Case Study Template

You're all set!

Click this link to access this resource at any time.

Why write a case study? 

I know, you’re thinking “ Okay, but why do I need to write one of these? ” The truth is that while case studies are a huge undertaking, they are powerful marketing tools that allow you to demonstrate the value of your product to potential customers using real-world examples. Here are a few reasons why you should write case studies. 

1. Explain Complex Topics or Concepts

Case studies give you the space to break down complex concepts, ideas, and strategies and show how they can be applied in a practical way. You can use real-world examples, like an existing client, and use their story to create a compelling narrative that shows how your product solved their issue and how those strategies can be repeated to help other customers get similar successful results.  

2. Show Expertise

Case studies are a great way to demonstrate your knowledge and expertise on a given topic or industry. This is where you get the opportunity to show off your problem-solving skills and how you’ve generated successful outcomes for clients you’ve worked with. 

3. Build Trust and Credibility

In addition to showing off the attributes above, case studies are an excellent way to build credibility. They’re often filled with data and thoroughly researched, which shows readers you’ve done your homework. They can have confidence in the solutions you’ve presented because they’ve read through as you’ve explained the problem and outlined step-by-step what it took to solve it. All of these elements working together enable you to build trust with potential customers.

4. Create Social Proof

Using existing clients that have seen success working with your brand builds social proof . People are more likely to choose your brand if they know that others have found success working with you. Case studies do just that — putting your success on display for potential customers to see. 

All of these attributes work together to help you gain more clients. Plus you can even use quotes from customers featured in these studies and repurpose them in other marketing content. Now that you know more about the benefits of producing a case study, let’s check out how long these documents should be. 

How long should a case study be?

The length of a case study will vary depending on the complexity of the project or topic discussed. However, as a general guideline, case studies typically range from 500 to 1,500 words. 

Whatever length you choose, it should provide a clear understanding of the challenge, the solution you implemented, and the results achieved. This may be easier said than done, but it's important to strike a balance between providing enough detail to make the case study informative and concise enough to keep the reader's interest.

The primary goal here is to effectively communicate the key points and takeaways of the case study. It’s worth noting that this shouldn’t be a wall of text. Use headings, subheadings, bullet points, charts, and other graphics to break up the content and make it more scannable for readers. We’ve also seen brands incorporate video elements into case studies listed on their site for a more engaging experience. 

Ultimately, the length of your case study should be determined by the amount of information necessary to convey the story and its impact without becoming too long. Next, let’s look at some templates to take the guesswork out of creating one. 

To help you arm your prospects with information they can trust, we've put together a step-by-step guide on how to create effective case studies for your business with free case study templates for creating your own.

Tell us a little about yourself below to gain access today:

And to give you more options, we’ll highlight some useful templates that serve different needs. But remember, there are endless possibilities when it comes to demonstrating the work your business has done.

1. General Case Study Template

case study templates: general

Do you have a specific product or service that you’re trying to sell, but not enough reviews or success stories? This Product Specific case study template will help.

This template relies less on metrics, and more on highlighting the customer’s experience and satisfaction. As you follow the template instructions, you’ll be prompted to speak more about the benefits of the specific product, rather than your team’s process for working with the customer.

4. Bold Social Media Business Case Study Template

case study templates: bold social media business

You can find templates that represent different niches, industries, or strategies that your business has found success in — like a bold social media business case study template.

In this template, you can tell the story of how your social media marketing strategy has helped you or your client through collaboration or sale of your service. Customize it to reflect the different marketing channels used in your business and show off how well your business has been able to boost traffic, engagement, follows, and more.

5. Lead Generation Business Case Study Template

case study templates: lead generation business

It’s important to note that not every case study has to be the product of a sale or customer story, sometimes they can be informative lessons that your own business has experienced. A great example of this is the Lead Generation Business case study template.

If you’re looking to share operational successes regarding how your team has improved processes or content, you should include the stories of different team members involved, how the solution was found, and how it has made a difference in the work your business does.

Now that we’ve discussed different templates and ideas for how to use them, let’s break down how to create your own case study with one.

  • Get started with case study templates.
  • Determine the case study's objective.
  • Establish a case study medium.
  • Find the right case study candidate.
  • Contact your candidate for permission to write about them.
  • Ensure you have all the resources you need to proceed once you get a response.
  • Download a case study email template.
  • Define the process you want to follow with the client.
  • Ensure you're asking the right questions.
  • Layout your case study format.
  • Publish and promote your case study.

1. Get started with case study templates.

Telling your customer's story is a delicate process — you need to highlight their success while naturally incorporating your business into their story.

If you're just getting started with case studies, we recommend you download HubSpot's Case Study Templates we mentioned before to kickstart the process.

2. Determine the case study's objective.

All business case studies are designed to demonstrate the value of your services, but they can focus on several different client objectives.

Your first step when writing a case study is to determine the objective or goal of the subject you're featuring. In other words, what will the client have succeeded in doing by the end of the piece?

The client objective you focus on will depend on what you want to prove to your future customers as a result of publishing this case study.

Your case study can focus on one of the following client objectives:

  • Complying with government regulation
  • Lowering business costs
  • Becoming profitable
  • Generating more leads
  • Closing on more customers
  • Generating more revenue
  • Expanding into a new market
  • Becoming more sustainable or energy-efficient

3. Establish a case study medium.

Next, you'll determine the medium in which you'll create the case study. In other words, how will you tell this story?

Case studies don't have to be simple, written one-pagers. Using different media in your case study can allow you to promote your final piece on different channels. For example, while a written case study might just live on your website and get featured in a Facebook post, you can post an infographic case study on Pinterest and a video case study on your YouTube channel.

Here are some different case study mediums to consider:

Written Case Study

Consider writing this case study in the form of an ebook and converting it to a downloadable PDF. Then, gate the PDF behind a landing page and form for readers to fill out before downloading the piece, allowing this case study to generate leads for your business.

Video Case Study

Plan on meeting with the client and shooting an interview. Seeing the subject, in person, talk about the service you provided them can go a long way in the eyes of your potential customers.

Infographic Case Study

Use the long, vertical format of an infographic to tell your success story from top to bottom. As you progress down the infographic, emphasize major KPIs using bigger text and charts that show the successes your client has had since working with you.

Podcast Case Study

Podcasts are a platform for you to have a candid conversation with your client. This type of case study can sound more real and human to your audience — they'll know the partnership between you and your client was a genuine success.

4. Find the right case study candidate.

Writing about your previous projects requires more than picking a client and telling a story. You need permission, quotes, and a plan. To start, here are a few things to look for in potential candidates.

Product Knowledge

It helps to select a customer who's well-versed in the logistics of your product or service. That way, he or she can better speak to the value of what you offer in a way that makes sense for future customers.

Remarkable Results

Clients that have seen the best results are going to make the strongest case studies. If their own businesses have seen an exemplary ROI from your product or service, they're more likely to convey the enthusiasm that you want prospects to feel, too.

One part of this step is to choose clients who have experienced unexpected success from your product or service. When you've provided non-traditional customers — in industries that you don't usually work with, for example — with positive results, it can help to remove doubts from prospects.

Recognizable Names

While small companies can have powerful stories, bigger or more notable brands tend to lend credibility to your own. In fact, 89% of consumers say they'll buy from a brand they already recognize over a competitor, especially if they already follow them on social media.

Customers that came to you after working with a competitor help highlight your competitive advantage and might even sway decisions in your favor.

5. Contact your candidate for permission to write about them.

To get the case study candidate involved, you have to set the stage for clear and open communication. That means outlining expectations and a timeline right away — not having those is one of the biggest culprits in delayed case study creation.

Most importantly at this point, however, is getting your subject's approval. When first reaching out to your case study candidate, provide them with the case study's objective and format — both of which you will have come up with in the first two steps above.

To get this initial permission from your subject, put yourself in their shoes — what would they want out of this case study? Although you're writing this for your own company's benefit, your subject is far more interested in the benefit it has for them.

Benefits to Offer Your Case Study Candidate

Here are four potential benefits you can promise your case study candidate to gain their approval.

Brand Exposure

Explain to your subject to whom this case study will be exposed, and how this exposure can help increase their brand awareness both in and beyond their own industry. In the B2B sector, brand awareness can be hard to collect outside one's own market, making case studies particularly useful to a client looking to expand their name's reach.

Employee Exposure

Allow your subject to provide quotes with credits back to specific employees. When this is an option for them, their brand isn't the only thing expanding its reach — their employees can get their name out there, too. This presents your subject with networking and career development opportunities they might not have otherwise.

Product Discount

This is a more tangible incentive you can offer your case study candidate, especially if they're a current customer of yours. If they agree to be your subject, offer them a product discount — or a free trial of another product — as a thank-you for their help creating your case study.

Backlinks and Website Traffic

Here's a benefit that is sure to resonate with your subject's marketing team: If you publish your case study on your website, and your study links back to your subject's website — known as a "backlink" — this small gesture can give them website traffic from visitors who click through to your subject's website.

Additionally, a backlink from you increases your subject's page authority in the eyes of Google. This helps them rank more highly in search engine results and collect traffic from readers who are already looking for information about their industry.

6. Ensure you have all the resources you need to proceed once you get a response.

So you know what you’re going to offer your candidate, it’s time that you prepare the resources needed for if and when they agree to participate, like a case study release form and success story letter.

Let's break those two down.

Case Study Release Form

This document can vary, depending on factors like the size of your business, the nature of your work, and what you intend to do with the case studies once they are completed. That said, you should typically aim to include the following in the Case Study Release Form:

  • A clear explanation of why you are creating this case study and how it will be used.
  • A statement defining the information and potentially trademarked information you expect to include about the company — things like names, logos, job titles, and pictures.
  • An explanation of what you expect from the participant, beyond the completion of the case study. For example, is this customer willing to act as a reference or share feedback, and do you have permission to pass contact information along for these purposes?
  • A note about compensation.

Success Story Letter

As noted in the sample email, this document serves as an outline for the entire case study process. Other than a brief explanation of how the customer will benefit from case study participation, you'll want to be sure to define the following steps in the Success Story Letter.

7. Download a case study email template.

While you gathered your resources, your candidate has gotten time to read over the proposal. When your candidate approves of your case study, it's time to send them a release form.

A case study release form tells you what you'll need from your chosen subject, like permission to use any brand names and share the project information publicly. Kick-off this process with an email that runs through exactly what they can expect from you, as well as what you need from them. To give you an idea of what that might look like, check out this sample email:

sample case study email release form template

8. Define the process you want to follow with the client.

Before you can begin the case study, you have to have a clear outline of the case study process with your client. An example of an effective outline would include the following information.

The Acceptance

First, you'll need to receive internal approval from the company's marketing team. Once approved, the Release Form should be signed and returned to you. It's also a good time to determine a timeline that meets the needs and capabilities of both teams.

The Questionnaire

To ensure that you have a productive interview — which is one of the best ways to collect information for the case study — you'll want to ask the participant to complete a questionnaire before this conversation. That will provide your team with the necessary foundation to organize the interview, and get the most out of it.

The Interview

Once the questionnaire is completed, someone on your team should reach out to the participant to schedule a 30- to 60-minute interview, which should include a series of custom questions related to the customer's experience with your product or service.

The Draft Review

After the case study is composed, you'll want to send a draft to the customer, allowing an opportunity to give you feedback and edits.

The Final Approval

Once any necessary edits are completed, send a revised copy of the case study to the customer for final approval.

Once the case study goes live — on your website or elsewhere — it's best to contact the customer with a link to the page where the case study lives. Don't be afraid to ask your participants to share these links with their own networks, as it not only demonstrates your ability to deliver positive results and impressive growth, as well.

9. Ensure you're asking the right questions.

Before you execute the questionnaire and actual interview, make sure you're setting yourself up for success. A strong case study results from being prepared to ask the right questions. What do those look like? Here are a few examples to get you started:

  • What are your goals?
  • What challenges were you experiencing before purchasing our product or service?
  • What made our product or service stand out against our competitors?
  • What did your decision-making process look like?
  • How have you benefited from using our product or service? (Where applicable, always ask for data.)

Keep in mind that the questionnaire is designed to help you gain insights into what sort of strong, success-focused questions to ask during the actual interview. And once you get to that stage, we recommend that you follow the "Golden Rule of Interviewing." Sounds fancy, right? It's actually quite simple — ask open-ended questions.

If you're looking to craft a compelling story, "yes" or "no" answers won't provide the details you need. Focus on questions that invite elaboration, such as, "Can you describe ...?" or, "Tell me about ..."

In terms of the interview structure, we recommend categorizing the questions and flowing them into six specific sections that will mirror a successful case study format. Combined, they'll allow you to gather enough information to put together a rich, comprehensive study.

Open with the customer's business.

The goal of this section is to generate a better understanding of the company's current challenges and goals, and how they fit into the landscape of their industry. Sample questions might include:

  • How long have you been in business?
  • How many employees do you have?
  • What are some of the objectives of your department at this time?

Cite a problem or pain point.

To tell a compelling story, you need context. That helps match the customer's need with your solution. Sample questions might include:

  • What challenges and objectives led you to look for a solution?
  • What might have happened if you did not identify a solution?
  • Did you explore other solutions before this that did not work out? If so, what happened?

Discuss the decision process.

Exploring how the customer decided to work with you helps to guide potential customers through their own decision-making processes. Sample questions might include:

  • How did you hear about our product or service?
  • Who was involved in the selection process?
  • What was most important to you when evaluating your options?

Explain how a solution was implemented.

The focus here should be placed on the customer's experience during the onboarding process. Sample questions might include:

  • How long did it take to get up and running?
  • Did that meet your expectations?
  • Who was involved in the process?

Explain how the solution works.

The goal of this section is to better understand how the customer is using your product or service. Sample questions might include:

  • Is there a particular aspect of the product or service that you rely on most?
  • Who is using the product or service?

End with the results.

In this section, you want to uncover impressive measurable outcomes — the more numbers, the better. Sample questions might include:

  • How is the product or service helping you save time and increase productivity?
  • In what ways does that enhance your competitive advantage?
  • How much have you increased metrics X, Y, and Z?

10. Lay out your case study format.

When it comes time to take all of the information you've collected and actually turn it into something, it's easy to feel overwhelmed. Where should you start? What should you include? What's the best way to structure it?

To help you get a handle on this step, it's important to first understand that there is no one-size-fits-all when it comes to the ways you can present a case study. They can be very visual, which you'll see in some of the examples we've included below, and can sometimes be communicated mostly through video or photos, with a bit of accompanying text.

Here are the sections we suggest, which we'll cover in more detail down below:

  • Title: Keep it short. Develop a succinct but interesting project name you can give the work you did with your subject.
  • Subtitle: Use this copy to briefly elaborate on the accomplishment. What was done? The case study itself will explain how you got there.
  • Executive Summary : A 2-4 sentence summary of the entire story. You'll want to follow it with 2-3 bullet points that display metrics showcasing success.
  • About the Subject: An introduction to the person or company you served, which can be pulled from a LinkedIn Business profile or client website.
  • Challenges and Objectives: A 2-3 paragraph description of the customer's challenges, before using your product or service. This section should also include the goals or objectives the customer set out to achieve.
  • How Product/Service Helped: A 2-3 paragraph section that describes how your product or service provided a solution to their problem.
  • Results: A 2-3 paragraph testimonial that proves how your product or service specifically benefited the person or company and helped achieve its goals. Include numbers to quantify your contributions.
  • Supporting Visuals or Quotes: Pick one or two powerful quotes that you would feature at the bottom of the sections above, as well as a visual that supports the story you are telling.
  • Future Plans: Everyone likes an epilogue. Comment on what's ahead for your case study subject, whether or not those plans involve you.
  • Call to Action (CTA): Not every case study needs a CTA, but putting a passive one at the end of your case study can encourage your readers to take an action on your website after learning about the work you've done.

When laying out your case study, focus on conveying the information you've gathered in the most clear and concise way possible. Make it easy to scan and comprehend, and be sure to provide an attractive call-to-action at the bottom — that should provide readers an opportunity to learn more about your product or service.

11. Publish and promote your case study.

Once you've completed your case study, it's time to publish and promote it. Some case study formats have pretty obvious promotional outlets — a video case study can go on YouTube, just as an infographic case study can go on Pinterest.

But there are still other ways to publish and promote your case study. Here are a couple of ideas:

Lead Gen in a Blog Post

As stated earlier in this article, written case studies make terrific lead-generators if you convert them into a downloadable format, like a PDF. To generate leads from your case study, consider writing a blog post that tells an abbreviated story of your client's success and asking readers to fill out a form with their name and email address if they'd like to read the rest in your PDF.

Then, promote this blog post on social media, through a Facebook post or a tweet.

Published as a Page on Your Website

As a growing business, you might need to display your case study out in the open to gain the trust of your target audience.

Rather than gating it behind a landing page, publish your case study to its own page on your website, and direct people here from your homepage with a "Case Studies" or "Testimonials" button along your homepage's top navigation bar.

Format for a Case Study

The traditional case study format includes the following parts: a title and subtitle, a client profile, a summary of the customer’s challenges and objectives, an account of how your solution helped, and a description of the results. You might also want to include supporting visuals and quotes, future plans, and calls-to-action.

case study format: title

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The title is one of the most important parts of your case study. It should draw readers in while succinctly describing the potential benefits of working with your company. To that end, your title should:

  • State the name of your custome r. Right away, the reader must learn which company used your products and services. This is especially important if your customer has a recognizable brand. If you work with individuals and not companies, you may omit the name and go with professional titles: “A Marketer…”, “A CFO…”, and so forth.
  • State which product your customer used . Even if you only offer one product or service, or if your company name is the same as your product name, you should still include the name of your solution. That way, readers who are not familiar with your business can become aware of what you sell.
  • Allude to the results achieved . You don’t necessarily need to provide hard numbers, but the title needs to represent the benefits, quickly. That way, if a reader doesn’t stay to read, they can walk away with the most essential information: Your product works.

The example above, “Crunch Fitness Increases Leads and Signups With HubSpot,” achieves all three — without being wordy. Keeping your title short and sweet is also essential.

2. Subtitle

case study format: subtitle

Your subtitle is another essential part of your case study — don’t skip it, even if you think you’ve done the work with the title. In this section, include a brief summary of the challenges your customer was facing before they began to use your products and services. Then, drive the point home by reiterating the benefits your customer experienced by working with you.

The above example reads:

“Crunch Fitness was franchising rapidly when COVID-19 forced fitness clubs around the world to close their doors. But the company stayed agile by using HubSpot to increase leads and free trial signups.”

We like that the case study team expressed the urgency of the problem — opening more locations in the midst of a pandemic — and placed the focus on the customer’s ability to stay agile.

3. Executive Summary

case study format: executive summary

The executive summary should provide a snapshot of your customer, their challenges, and the benefits they enjoyed from working with you. Think it’s too much? Think again — the purpose of the case study is to emphasize, again and again, how well your product works.

The good news is that depending on your design, the executive summary can be mixed with the subtitle or with the “About the Company” section. Many times, this section doesn’t need an explicit “Executive Summary” subheading. You do need, however, to provide a convenient snapshot for readers to scan.

In the above example, ADP included information about its customer in a scannable bullet-point format, then provided two sections: “Business Challenge” and “How ADP Helped.” We love how simple and easy the format is to follow for those who are unfamiliar with ADP or its typical customer.

4. About the Company

case study format: about the company

Readers need to know and understand who your customer is. This is important for several reasons: It helps your reader potentially relate to your customer, it defines your ideal client profile (which is essential to deter poor-fit prospects who might have reached out without knowing they were a poor fit), and it gives your customer an indirect boon by subtly promoting their products and services.

Feel free to keep this section as simple as possible. You can simply copy and paste information from the company’s LinkedIn, use a quote directly from your customer, or take a more creative storytelling approach.

In the above example, HubSpot included one paragraph of description for Crunch Fitness and a few bullet points. Below, ADP tells the story of its customer using an engaging, personable technique that effectively draws readers in.

case study format: storytelling about the business

5. Challenges and Objectives

case study format: challenges and objectives

The challenges and objectives section of your case study is the place to lay out, in detail, the difficulties your customer faced prior to working with you — and what they hoped to achieve when they enlisted your help.

In this section, you can be as brief or as descriptive as you’d like, but remember: Stress the urgency of the situation. Don’t understate how much your customer needed your solution (but don’t exaggerate and lie, either). Provide contextual information as necessary. For instance, the pandemic and societal factors may have contributed to the urgency of the need.

Take the above example from design consultancy IDEO:

“Educational opportunities for adults have become difficult to access in the United States, just when they’re needed most. To counter this trend, IDEO helped the city of South Bend and the Drucker Institute launch Bendable, a community-powered platform that connects people with opportunities to learn with and from each other.”

We love how IDEO mentions the difficulties the United States faces at large, the efforts its customer is taking to address these issues, and the steps IDEO took to help.

6. How Product/Service Helped

case study format: how the service helped

This is where you get your product or service to shine. Cover the specific benefits that your customer enjoyed and the features they gleaned the most use out of. You can also go into detail about how you worked with and for your customer. Maybe you met several times before choosing the right solution, or you consulted with external agencies to create the best package for them.

Whatever the case may be, try to illustrate how easy and pain-free it is to work with the representatives at your company. After all, potential customers aren’t looking to just purchase a product. They’re looking for a dependable provider that will strive to exceed their expectations.

In the above example, IDEO describes how it partnered with research institutes and spoke with learners to create Bendable, a free educational platform. We love how it shows its proactivity and thoroughness. It makes potential customers feel that IDEO might do something similar for them.

case study format: results

The results are essential, and the best part is that you don’t need to write the entirety of the case study before sharing them. Like HubSpot, IDEO, and ADP, you can include the results right below the subtitle or executive summary. Use data and numbers to substantiate the success of your efforts, but if you don’t have numbers, you can provide quotes from your customers.

We can’t overstate the importance of the results. In fact, if you wanted to create a short case study, you could include your title, challenge, solution (how your product helped), and result.

8. Supporting Visuals or Quotes

case study format: quote

Let your customer speak for themselves by including quotes from the representatives who directly interfaced with your company.

Visuals can also help, even if they’re stock images. On one side, they can help you convey your customer’s industry, and on the other, they can indirectly convey your successes. For instance, a picture of a happy professional — even if they’re not your customer — will communicate that your product can lead to a happy client.

In this example from IDEO, we see a man standing in a boat. IDEO’s customer is neither the man pictured nor the manufacturer of the boat, but rather Conservation International, an environmental organization. This imagery provides a visually pleasing pattern interrupt to the page, while still conveying what the case study is about.

9. Future Plans

This is optional, but including future plans can help you close on a more positive, personable note than if you were to simply include a quote or the results. In this space, you can show that your product will remain in your customer’s tech stack for years to come, or that your services will continue to be instrumental to your customer’s success.

Alternatively, if you work only on time-bound projects, you can allude to the positive impact your customer will continue to see, even after years of the end of the contract.

10. Call to Action (CTA)

case study format: call to action

Not every case study needs a CTA, but we’d still encourage it. Putting one at the end of your case study will encourage your readers to take an action on your website after learning about the work you've done.

It will also make it easier for them to reach out, if they’re ready to start immediately. You don’t want to lose business just because they have to scroll all the way back up to reach out to your team.

To help you visualize this case study outline, check out the case study template below, which can also be downloaded here .

You drove the results, made the connection, set the expectations, used the questionnaire to conduct a successful interview, and boiled down your findings into a compelling story. And after all of that, you're left with a little piece of sales enabling gold — a case study.

To show you what a well-executed final product looks like, have a look at some of these marketing case study examples.

1. "Shopify Uses HubSpot CRM to Transform High Volume Sales Organization," by HubSpot

What's interesting about this case study is the way it leads with the customer. This reflects a major HubSpot value, which is to always solve for the customer first. The copy leads with a brief description of why Shopify uses HubSpot and is accompanied by a short video and some basic statistics on the company.

Notice that this case study uses mixed media. Yes, there is a short video, but it's elaborated upon in the additional text on the page. So, while case studies can use one or the other, don't be afraid to combine written copy with visuals to emphasize the project's success.

2. "New England Journal of Medicine," by Corey McPherson Nash

When branding and design studio Corey McPherson Nash showcases its work, it makes sense for it to be visual — after all, that's what they do. So in building the case study for the studio's work on the New England Journal of Medicine's integrated advertising campaign — a project that included the goal of promoting the client's digital presence — Corey McPherson Nash showed its audience what it did, rather than purely telling it.

Notice that the case study does include some light written copy — which includes the major points we've suggested — but lets the visuals do the talking, allowing users to really absorb the studio's services.

3. "Designing the Future of Urban Farming," by IDEO

Here's a design company that knows how to lead with simplicity in its case studies. As soon as the visitor arrives at the page, he or she is greeted with a big, bold photo, and two very simple columns of text — "The Challenge" and "The Outcome."

Immediately, IDEO has communicated two of the case study's major pillars. And while that's great — the company created a solution for vertical farming startup INFARM's challenge — it doesn't stop there. As the user scrolls down, those pillars are elaborated upon with comprehensive (but not overwhelming) copy that outlines what that process looked like, replete with quotes and additional visuals.

4. "Secure Wi-Fi Wins Big for Tournament," by WatchGuard

Then, there are the cases when visuals can tell almost the entire story — when executed correctly. Network security provider WatchGuard can do that through this video, which tells the story of how its services enhanced the attendee and vendor experience at the Windmill Ultimate Frisbee tournament.

5. Rock and Roll Hall of Fame Boosts Social Media Engagement and Brand Awareness with HubSpot

In the case study above , HubSpot uses photos, videos, screenshots, and helpful stats to tell the story of how the Rock and Roll Hall of Fame used the bot, CRM, and social media tools to gain brand awareness.

6. Small Desk Plant Business Ups Sales by 30% With Trello

This case study from Trello is straightforward and easy to understand. It begins by explaining the background of the company that decided to use it, what its goals were, and how it planned to use Trello to help them.

It then goes on to discuss how the software was implemented and what tasks and teams benefited from it. Towards the end, it explains the sales results that came from implementing the software and includes quotes from decision-makers at the company that implemented it.

7. Facebook's Mercedes Benz Success Story

Facebook's Success Stories page hosts a number of well-designed and easy-to-understand case studies that visually and editorially get to the bottom line quickly.

Each study begins with key stats that draw the reader in. Then it's organized by highlighting a problem or goal in the introduction, the process the company took to reach its goals, and the results. Then, in the end, Facebook notes the tools used in the case study.

Showcasing Your Work

You work hard at what you do. Now, it's time to show it to the world — and, perhaps more important, to potential customers. Before you show off the projects that make you the proudest, we hope you follow these important steps that will help you effectively communicate that work and leave all parties feeling good about it.

Editor's Note: This blog post was originally published in February 2017 but was updated for comprehensiveness and freshness in July 2021.

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What are the benefits and drawbacks of case study research?

Posted by Mark Murphy | May 24, 2014 | Method , Research Students | 0

What are the benefits and drawbacks of case study research?

There should be no doubt that with case studies what you gain in depth you lose in breadth – this is the unavoidable compromise that needs to be understood from the beginning of the research process. So this is neither an advantage nor a disadvantage as one aspect cancels out the benefits/drawbacks of the other – there are other benefits and drawbacks that need attention however …

  • Their flexibility: case studies are popular for a number of reasons, one being that they can be conducted at various points in the research process. Researchers are known to favour them as a way to develop ideas for more extensive research in the future – pilot studies often take the form of case studies. They are also effective conduits for a broad range of research methods; in that sense they are non-prejudicial against any particular type of research – focus groups are just as welcome in case study research as are questionnaires or participant observation.
  • Capturing reality: One of their key benefits is their ability to capture what Hodkinson and Hodkinson call ‘lived reality’ (2001: 3). As they put it, case studies have the potential, when applied successfully, to ‘retain more of the “noise” of real life than many other types of research’ (Hodkinson and Hodkinson, 2001: 3). The importance of ‘noise’ and its place in research is especially important in contexts such as education, for example in schools where background noise is unavoidable. Educational contexts are always complex, and as a result it is difficult to exclude other unwanted variables, ‘some of which may only have real significance for one of their students’ (Hodkinson and Hodkinson, 2001, 4).
  • The challenge of generality: At the same time, given their specificity, care needs to be taken when attempting to generalise from the findings. While there’s no inherent flaw in case study design that precludes its broader application, it is preferable that researchers choose their case study sites carefully, while also basing their analysis within existing research findings that have been generated via other research designs. No design is infallible but so often has the claim against case studies been made, that some of the criticism (unwarranted and unfair in many cases) has stuck.
  • Suspicion of amateurism: Less partisan researchers might wonder whether the case study offers the time and finance-strapped researcher a convenient and pragmatic source of data, providing findings and recommendations that, given the nature of case studies, can neither be confirmed nor denied, in terms of utility or veracity. Who is to say that case studies offer anything more than a story to tell, and nothing more than that?
  • But alongside this suspicion is another more insiduous one – a notion that ‘stories’ are not what social science research is about. This can be a concern for those who favour  case study research, as the political consequences can be hard to ignore. That said, so much research is based either on peoples’ lives or the impact of other issues (poverty, institutional policy) on their lives, so the stories of what actually occurs in their lives or in professional environments tend to be an invaluable source of evidence. The fact is that stories (individual, collective, institutional) have a vital role to play in the world of research. And to play the specific v. general card against case study design suggests a tendency towards forms of research fundamentalism as opposed to any kind of rational and objective take on case study’s strengths and limitations.
  • Preciousness: Having said that, researchers should not fall into the trap (surprising how often this happens) of assuming that case study data speaks for itself – rarely is this ever the case, an assumption that is as patronising to research subjects as it is false. The role of the researcher is both to describe social phenomena and also to explain – i.e., interpret. Without interpretation the research findings lack meaningful presentation – they present themselves as fact when of course the reality of ‘facts’ is one of the reasons why such research is carried out.
  • Conflation of political/research objectives: Another trap that case study researchers sometimes fall into is presenting research findings as if they were self-evidently true, as if the stories were beyond criticism. This is often accompanied by a vague attachment to the notion that research is a political process – one that is performed as a form of liberation against for example policies that seek to ignore the stories of those who ‘suffer’ at the hands of overbearing political or economic imperatives. Case study design should not be viewed as a mechanism for providing a ‘local’ bulwark against the ‘global’ – bur rather as a mechanism for checking the veracity of universalist claims (at least one of its objectives). The valorisation of particularism can only get you so far in social research.

Reference: Hodkinson, P. and H. Hodkinson (2001). The strengths and limitations of case study research. Paper presented to the Learning and Skills Development Agency conference, Making an impact on policy and practice , Cambridge, 5-7 December 2001, downloaded from h ttp://education.exeter.ac.uk/tlc/docs/publications/LE_PH_PUB_05.12.01.rtf.26.01.2013

About The Author

Mark Murphy

Mark Murphy

Mark Murphy is a Reader in Education and Public Policy at the University of Glasgow. He previously worked as an academic at King’s College, London, University of Chester, University of Stirling, National University of Ireland, Maynooth, University College Dublin and Northern Illinois University. Mark is an active researcher in the fields of education and public policy. His research interests include educational sociology, critical theory, accountability in higher education, and public sector reform.

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  • What Is a Case Study? | Definition, Examples & Methods

What Is a Case Study? | Definition, Examples & Methods

Published on May 8, 2019 by Shona McCombes . Revised on November 20, 2023.

A case study is a detailed study of a specific subject, such as a person, group, place, event, organization, or phenomenon. Case studies are commonly used in social, educational, clinical, and business research.

A case study research design usually involves qualitative methods , but quantitative methods are sometimes also used. Case studies are good for describing , comparing, evaluating and understanding different aspects of a research problem .

Table of contents

When to do a case study, step 1: select a case, step 2: build a theoretical framework, step 3: collect your data, step 4: describe and analyze the case, other interesting articles.

A case study is an appropriate research design when you want to gain concrete, contextual, in-depth knowledge about a specific real-world subject. It allows you to explore the key characteristics, meanings, and implications of the case.

Case studies are often a good choice in a thesis or dissertation . They keep your project focused and manageable when you don’t have the time or resources to do large-scale research.

You might use just one complex case study where you explore a single subject in depth, or conduct multiple case studies to compare and illuminate different aspects of your research problem.

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Once you have developed your problem statement and research questions , you should be ready to choose the specific case that you want to focus on. A good case study should have the potential to:

  • Provide new or unexpected insights into the subject
  • Challenge or complicate existing assumptions and theories
  • Propose practical courses of action to resolve a problem
  • Open up new directions for future research

TipIf your research is more practical in nature and aims to simultaneously investigate an issue as you solve it, consider conducting action research instead.

Unlike quantitative or experimental research , a strong case study does not require a random or representative sample. In fact, case studies often deliberately focus on unusual, neglected, or outlying cases which may shed new light on the research problem.

Example of an outlying case studyIn the 1960s the town of Roseto, Pennsylvania was discovered to have extremely low rates of heart disease compared to the US average. It became an important case study for understanding previously neglected causes of heart disease.

However, you can also choose a more common or representative case to exemplify a particular category, experience or phenomenon.

Example of a representative case studyIn the 1920s, two sociologists used Muncie, Indiana as a case study of a typical American city that supposedly exemplified the changing culture of the US at the time.

While case studies focus more on concrete details than general theories, they should usually have some connection with theory in the field. This way the case study is not just an isolated description, but is integrated into existing knowledge about the topic. It might aim to:

  • Exemplify a theory by showing how it explains the case under investigation
  • Expand on a theory by uncovering new concepts and ideas that need to be incorporated
  • Challenge a theory by exploring an outlier case that doesn’t fit with established assumptions

To ensure that your analysis of the case has a solid academic grounding, you should conduct a literature review of sources related to the topic and develop a theoretical framework . This means identifying key concepts and theories to guide your analysis and interpretation.

There are many different research methods you can use to collect data on your subject. Case studies tend to focus on qualitative data using methods such as interviews , observations , and analysis of primary and secondary sources (e.g., newspaper articles, photographs, official records). Sometimes a case study will also collect quantitative data.

Example of a mixed methods case studyFor a case study of a wind farm development in a rural area, you could collect quantitative data on employment rates and business revenue, collect qualitative data on local people’s perceptions and experiences, and analyze local and national media coverage of the development.

The aim is to gain as thorough an understanding as possible of the case and its context.

In writing up the case study, you need to bring together all the relevant aspects to give as complete a picture as possible of the subject.

How you report your findings depends on the type of research you are doing. Some case studies are structured like a standard scientific paper or thesis , with separate sections or chapters for the methods , results and discussion .

Others are written in a more narrative style, aiming to explore the case from various angles and analyze its meanings and implications (for example, by using textual analysis or discourse analysis ).

In all cases, though, make sure to give contextual details about the case, connect it back to the literature and theory, and discuss how it fits into wider patterns or debates.

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.

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  • Roberta Heale 1 ,
  • Alison Twycross 2
  • 1 School of Nursing , Laurentian University , Sudbury , Ontario , Canada
  • 2 School of Health and Social Care , London South Bank University , London , UK
  • Correspondence to Dr Roberta Heale, School of Nursing, Laurentian University, Sudbury, ON P3E2C6, Canada; rheale{at}laurentian.ca

https://doi.org/10.1136/eb-2017-102845

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What is it?

Case study is a research methodology, typically seen in social and life sciences. There is no one definition of case study research. 1 However, very simply… ‘a case study can be defined as an intensive study about a person, a group of people or a unit, which is aimed to generalize over several units’. 1 A case study has also been described as an intensive, systematic investigation of a single individual, group, community or some other unit in which the researcher examines in-depth data relating to several variables. 2

Often there are several similar cases to consider such as educational or social service programmes that are delivered from a number of locations. Although similar, they are complex and have unique features. In these circumstances, the evaluation of several, similar cases will provide a better answer to a research question than if only one case is examined, hence the multiple-case study. Stake asserts that the cases are grouped and viewed as one entity, called the quintain . 6  ‘We study what is similar and different about the cases to understand the quintain better’. 6

The steps when using case study methodology are the same as for other types of research. 6 The first step is defining the single case or identifying a group of similar cases that can then be incorporated into a multiple-case study. A search to determine what is known about the case(s) is typically conducted. This may include a review of the literature, grey literature, media, reports and more, which serves to establish a basic understanding of the cases and informs the development of research questions. Data in case studies are often, but not exclusively, qualitative in nature. In multiple-case studies, analysis within cases and across cases is conducted. Themes arise from the analyses and assertions about the cases as a whole, or the quintain, emerge. 6

Benefits and limitations of case studies

If a researcher wants to study a specific phenomenon arising from a particular entity, then a single-case study is warranted and will allow for a in-depth understanding of the single phenomenon and, as discussed above, would involve collecting several different types of data. This is illustrated in example 1 below.

Using a multiple-case research study allows for a more in-depth understanding of the cases as a unit, through comparison of similarities and differences of the individual cases embedded within the quintain. Evidence arising from multiple-case studies is often stronger and more reliable than from single-case research. Multiple-case studies allow for more comprehensive exploration of research questions and theory development. 6

Despite the advantages of case studies, there are limitations. The sheer volume of data is difficult to organise and data analysis and integration strategies need to be carefully thought through. There is also sometimes a temptation to veer away from the research focus. 2 Reporting of findings from multiple-case research studies is also challenging at times, 1 particularly in relation to the word limits for some journal papers.

Examples of case studies

Example 1: nurses’ paediatric pain management practices.

One of the authors of this paper (AT) has used a case study approach to explore nurses’ paediatric pain management practices. This involved collecting several datasets:

Observational data to gain a picture about actual pain management practices.

Questionnaire data about nurses’ knowledge about paediatric pain management practices and how well they felt they managed pain in children.

Questionnaire data about how critical nurses perceived pain management tasks to be.

These datasets were analysed separately and then compared 7–9 and demonstrated that nurses’ level of theoretical did not impact on the quality of their pain management practices. 7 Nor did individual nurse’s perceptions of how critical a task was effect the likelihood of them carrying out this task in practice. 8 There was also a difference in self-reported and observed practices 9 ; actual (observed) practices did not confirm to best practice guidelines, whereas self-reported practices tended to.

Example 2: quality of care for complex patients at Nurse Practitioner-Led Clinics (NPLCs)

The other author of this paper (RH) has conducted a multiple-case study to determine the quality of care for patients with complex clinical presentations in NPLCs in Ontario, Canada. 10 Five NPLCs served as individual cases that, together, represented the quatrain. Three types of data were collected including:

Review of documentation related to the NPLC model (media, annual reports, research articles, grey literature and regulatory legislation).

Interviews with nurse practitioners (NPs) practising at the five NPLCs to determine their perceptions of the impact of the NPLC model on the quality of care provided to patients with multimorbidity.

Chart audits conducted at the five NPLCs to determine the extent to which evidence-based guidelines were followed for patients with diabetes and at least one other chronic condition.

The three sources of data collected from the five NPLCs were analysed and themes arose related to the quality of care for complex patients at NPLCs. The multiple-case study confirmed that nurse practitioners are the primary care providers at the NPLCs, and this positively impacts the quality of care for patients with multimorbidity. Healthcare policy, such as lack of an increase in salary for NPs for 10 years, has resulted in issues in recruitment and retention of NPs at NPLCs. This, along with insufficient resources in the communities where NPLCs are located and high patient vulnerability at NPLCs, have a negative impact on the quality of care. 10

These examples illustrate how collecting data about a single case or multiple cases helps us to better understand the phenomenon in question. Case study methodology serves to provide a framework for evaluation and analysis of complex issues. It shines a light on the holistic nature of nursing practice and offers a perspective that informs improved patient care.

  • Gustafsson J
  • Calanzaro M
  • Sandelowski M

Competing interests None declared.

Provenance and peer review Commissioned; internally peer reviewed.

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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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What Is a Case Study?

Weighing the pros and cons of this method of research

Kendra Cherry, MS, is a psychosocial rehabilitation specialist, psychology educator, and author of the "Everything Psychology Book."

benefits from case study

Cara Lustik is a fact-checker and copywriter.

benefits from case study

Verywell / Colleen Tighe

  • Pros and Cons

What Types of Case Studies Are Out There?

Where do you find data for a case study, how do i write a psychology case study.

A case study is an in-depth study of one person, group, or event. In a case study, nearly every aspect of the subject's life and history is analyzed to seek patterns and causes of behavior. Case studies can be used in many different fields, including psychology, medicine, education, anthropology, political science, and social work.

The point of a case study is to learn as much as possible about an individual or group so that the information can be generalized to many others. Unfortunately, case studies tend to be highly subjective, and it is sometimes difficult to generalize results to a larger population.

While case studies focus on a single individual or group, they follow a format similar to other types of psychology writing. If you are writing a case study, we got you—here are some rules of APA format to reference.  

At a Glance

A case study, or an in-depth study of a person, group, or event, can be a useful research tool when used wisely. In many cases, case studies are best used in situations where it would be difficult or impossible for you to conduct an experiment. They are helpful for looking at unique situations and allow researchers to gather a lot of˜ information about a specific individual or group of people. However, it's important to be cautious of any bias we draw from them as they are highly subjective.

What Are the Benefits and Limitations of Case Studies?

A case study can have its strengths and weaknesses. Researchers must consider these pros and cons before deciding if this type of study is appropriate for their needs.

One of the greatest advantages of a case study is that it allows researchers to investigate things that are often difficult or impossible to replicate in a lab. Some other benefits of a case study:

  • Allows researchers to capture information on the 'how,' 'what,' and 'why,' of something that's implemented
  • Gives researchers the chance to collect information on why one strategy might be chosen over another
  • Permits researchers to develop hypotheses that can be explored in experimental research

On the other hand, a case study can have some drawbacks:

  • It cannot necessarily be generalized to the larger population
  • Cannot demonstrate cause and effect
  • It may not be scientifically rigorous
  • It can lead to bias

Researchers may choose to perform a case study if they want to explore a unique or recently discovered phenomenon. Through their insights, researchers develop additional ideas and study questions that might be explored in future studies.

It's important to remember that the insights from case studies cannot be used to determine cause-and-effect relationships between variables. However, case studies may be used to develop hypotheses that can then be addressed in experimental research.

Case Study Examples

There have been a number of notable case studies in the history of psychology. Much of  Freud's work and theories were developed through individual case studies. Some great examples of case studies in psychology include:

  • Anna O : Anna O. was a pseudonym of a woman named Bertha Pappenheim, a patient of a physician named Josef Breuer. While she was never a patient of Freud's, Freud and Breuer discussed her case extensively. The woman was experiencing symptoms of a condition that was then known as hysteria and found that talking about her problems helped relieve her symptoms. Her case played an important part in the development of talk therapy as an approach to mental health treatment.
  • Phineas Gage : Phineas Gage was a railroad employee who experienced a terrible accident in which an explosion sent a metal rod through his skull, damaging important portions of his brain. Gage recovered from his accident but was left with serious changes in both personality and behavior.
  • Genie : Genie was a young girl subjected to horrific abuse and isolation. The case study of Genie allowed researchers to study whether language learning was possible, even after missing critical periods for language development. Her case also served as an example of how scientific research may interfere with treatment and lead to further abuse of vulnerable individuals.

Such cases demonstrate how case research can be used to study things that researchers could not replicate in experimental settings. In Genie's case, her horrific abuse denied her the opportunity to learn a language at critical points in her development.

This is clearly not something researchers could ethically replicate, but conducting a case study on Genie allowed researchers to study phenomena that are otherwise impossible to reproduce.

There are a few different types of case studies that psychologists and other researchers might use:

  • Collective case studies : These involve studying a group of individuals. Researchers might study a group of people in a certain setting or look at an entire community. For example, psychologists might explore how access to resources in a community has affected the collective mental well-being of those who live there.
  • Descriptive case studies : These involve starting with a descriptive theory. The subjects are then observed, and the information gathered is compared to the pre-existing theory.
  • Explanatory case studies : These   are often used to do causal investigations. In other words, researchers are interested in looking at factors that may have caused certain things to occur.
  • Exploratory case studies : These are sometimes used as a prelude to further, more in-depth research. This allows researchers to gather more information before developing their research questions and hypotheses .
  • Instrumental case studies : These occur when the individual or group allows researchers to understand more than what is initially obvious to observers.
  • Intrinsic case studies : This type of case study is when the researcher has a personal interest in the case. Jean Piaget's observations of his own children are good examples of how an intrinsic case study can contribute to the development of a psychological theory.

The three main case study types often used are intrinsic, instrumental, and collective. Intrinsic case studies are useful for learning about unique cases. Instrumental case studies help look at an individual to learn more about a broader issue. A collective case study can be useful for looking at several cases simultaneously.

The type of case study that psychology researchers use depends on the unique characteristics of the situation and the case itself.

There are a number of different sources and methods that researchers can use to gather information about an individual or group. Six major sources that have been identified by researchers are:

  • Archival records : Census records, survey records, and name lists are examples of archival records.
  • Direct observation : This strategy involves observing the subject, often in a natural setting . While an individual observer is sometimes used, it is more common to utilize a group of observers.
  • Documents : Letters, newspaper articles, administrative records, etc., are the types of documents often used as sources.
  • Interviews : Interviews are one of the most important methods for gathering information in case studies. An interview can involve structured survey questions or more open-ended questions.
  • Participant observation : When the researcher serves as a participant in events and observes the actions and outcomes, it is called participant observation.
  • Physical artifacts : Tools, objects, instruments, and other artifacts are often observed during a direct observation of the subject.

If you have been directed to write a case study for a psychology course, be sure to check with your instructor for any specific guidelines you need to follow. If you are writing your case study for a professional publication, check with the publisher for their specific guidelines for submitting a case study.

Here is a general outline of what should be included in a case study.

Section 1: A Case History

This section will have the following structure and content:

Background information : The first section of your paper will present your client's background. Include factors such as age, gender, work, health status, family mental health history, family and social relationships, drug and alcohol history, life difficulties, goals, and coping skills and weaknesses.

Description of the presenting problem : In the next section of your case study, you will describe the problem or symptoms that the client presented with.

Describe any physical, emotional, or sensory symptoms reported by the client. Thoughts, feelings, and perceptions related to the symptoms should also be noted. Any screening or diagnostic assessments that are used should also be described in detail and all scores reported.

Your diagnosis : Provide your diagnosis and give the appropriate Diagnostic and Statistical Manual code. Explain how you reached your diagnosis, how the client's symptoms fit the diagnostic criteria for the disorder(s), or any possible difficulties in reaching a diagnosis.

Section 2: Treatment Plan

This portion of the paper will address the chosen treatment for the condition. This might also include the theoretical basis for the chosen treatment or any other evidence that might exist to support why this approach was chosen.

  • Cognitive behavioral approach : Explain how a cognitive behavioral therapist would approach treatment. Offer background information on cognitive behavioral therapy and describe the treatment sessions, client response, and outcome of this type of treatment. Make note of any difficulties or successes encountered by your client during treatment.
  • Humanistic approach : Describe a humanistic approach that could be used to treat your client, such as client-centered therapy . Provide information on the type of treatment you chose, the client's reaction to the treatment, and the end result of this approach. Explain why the treatment was successful or unsuccessful.
  • Psychoanalytic approach : Describe how a psychoanalytic therapist would view the client's problem. Provide some background on the psychoanalytic approach and cite relevant references. Explain how psychoanalytic therapy would be used to treat the client, how the client would respond to therapy, and the effectiveness of this treatment approach.
  • Pharmacological approach : If treatment primarily involves the use of medications, explain which medications were used and why. Provide background on the effectiveness of these medications and how monotherapy may compare with an approach that combines medications with therapy or other treatments.

This section of a case study should also include information about the treatment goals, process, and outcomes.

When you are writing a case study, you should also include a section where you discuss the case study itself, including the strengths and limitiations of the study. You should note how the findings of your case study might support previous research. 

In your discussion section, you should also describe some of the implications of your case study. What ideas or findings might require further exploration? How might researchers go about exploring some of these questions in additional studies?

Need More Tips?

Here are a few additional pointers to keep in mind when formatting your case study:

  • Never refer to the subject of your case study as "the client." Instead, use their name or a pseudonym.
  • Read examples of case studies to gain an idea about the style and format.
  • Remember to use APA format when citing references .

Crowe S, Cresswell K, Robertson A, Huby G, Avery A, Sheikh A. The case study approach .  BMC Med Res Methodol . 2011;11:100.

Crowe S, Cresswell K, Robertson A, Huby G, Avery A, Sheikh A. The case study approach . BMC Med Res Methodol . 2011 Jun 27;11:100. doi:10.1186/1471-2288-11-100

Gagnon, Yves-Chantal.  The Case Study as Research Method: A Practical Handbook . Canada, Chicago Review Press Incorporated DBA Independent Pub Group, 2010.

Yin, Robert K. Case Study Research and Applications: Design and Methods . United States, SAGE Publications, 2017.

By Kendra Cherry, MSEd Kendra Cherry, MS, is a psychosocial rehabilitation specialist, psychology educator, and author of the "Everything Psychology Book."

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Case Study-Based Learning

Enhancing learning through immediate application.

By the Mind Tools Content Team

benefits from case study

If you've ever tried to learn a new concept, you probably appreciate that "knowing" is different from "doing." When you have an opportunity to apply your knowledge, the lesson typically becomes much more real.

Adults often learn differently from children, and we have different motivations for learning. Typically, we learn new skills because we want to. We recognize the need to learn and grow, and we usually need – or want – to apply our newfound knowledge soon after we've learned it.

A popular theory of adult learning is andragogy (the art and science of leading man, or adults), as opposed to the better-known pedagogy (the art and science of leading children). Malcolm Knowles , a professor of adult education, was considered the father of andragogy, which is based on four key observations of adult learners:

  • Adults learn best if they know why they're learning something.
  • Adults often learn best through experience.
  • Adults tend to view learning as an opportunity to solve problems.
  • Adults learn best when the topic is relevant to them and immediately applicable.

This means that you'll get the best results with adults when they're fully involved in the learning experience. Give an adult an opportunity to practice and work with a new skill, and you have a solid foundation for high-quality learning that the person will likely retain over time.

So, how can you best use these adult learning principles in your training and development efforts? Case studies provide an excellent way of practicing and applying new concepts. As such, they're very useful tools in adult learning, and it's important to understand how to get the maximum value from them.

What Is a Case Study?

Case studies are a form of problem-based learning, where you present a situation that needs a resolution. A typical business case study is a detailed account, or story, of what happened in a particular company, industry, or project over a set period of time.

The learner is given details about the situation, often in a historical context. The key players are introduced. Objectives and challenges are outlined. This is followed by specific examples and data, which the learner then uses to analyze the situation, determine what happened, and make recommendations.

The depth of a case depends on the lesson being taught. A case study can be two pages, 20 pages, or more. A good case study makes the reader think critically about the information presented, and then develop a thorough assessment of the situation, leading to a well-thought-out solution or recommendation.

Why Use a Case Study?

Case studies are a great way to improve a learning experience, because they get the learner involved, and encourage immediate use of newly acquired skills.

They differ from lectures or assigned readings because they require participation and deliberate application of a broad range of skills. For example, if you study financial analysis through straightforward learning methods, you may have to calculate and understand a long list of financial ratios (don't worry if you don't know what these are). Likewise, you may be given a set of financial statements to complete a ratio analysis. But until you put the exercise into context, you may not really know why you're doing the analysis.

With a case study, however, you might explore whether a bank should provide financing to a borrower, or whether a company is about to make a good acquisition. Suddenly, the act of calculating ratios becomes secondary – it's more important to understand what the ratios tell you. This is how case studies can make the difference between knowing what to do, and knowing how, when, and why to do it.

Then, what really separates case studies from other practical forms of learning – like scenarios and simulations – is the ability to compare the learner's recommendations with what actually happened. When you know what really happened, it's much easier to evaluate the "correctness" of the answers given.

When to Use a Case Study

As you can see, case studies are powerful and effective training tools. They also work best with practical, applied training, so make sure you use them appropriately.

Remember these tips:

  • Case studies tend to focus on why and how to apply a skill or concept, not on remembering facts and details. Use case studies when understanding the concept is more important than memorizing correct responses.
  • Case studies are great team-building opportunities. When a team gets together to solve a case, they'll have to work through different opinions, methods, and perspectives.
  • Use case studies to build problem-solving skills, particularly those that are valuable when applied, but are likely to be used infrequently. This helps people get practice with these skills that they might not otherwise get.
  • Case studies can be used to evaluate past problem solving. People can be asked what they'd do in that situation, and think about what could have been done differently.

Ensuring Maximum Value From Case Studies

The first thing to remember is that you already need to have enough theoretical knowledge to handle the questions and challenges in the case study. Otherwise, it can be like trying to solve a puzzle with some of the pieces missing.

Here are some additional tips for how to approach a case study. Depending on the exact nature of the case, some tips will be more relevant than others.

  • Read the case at least three times before you start any analysis. Case studies usually have lots of details, and it's easy to miss something in your first, or even second, reading.
  • Once you're thoroughly familiar with the case, note the facts. Identify which are relevant to the tasks you've been assigned. In a good case study, there are often many more facts than you need for your analysis.
  • If the case contains large amounts of data, analyze this data for relevant trends. For example, have sales dropped steadily, or was there an unexpected high or low point?
  • If the case involves a description of a company's history, find the key events, and consider how they may have impacted the current situation.
  • Consider using techniques like SWOT analysis and Porter's Five Forces Analysis to understand the organization's strategic position.
  • Stay with the facts when you draw conclusions. These include facts given in the case as well as established facts about the environmental context. Don't rely on personal opinions when you put together your answers.

Writing a Case Study

You may have to write a case study yourself. These are complex documents that take a while to research and compile. The quality of the case study influences the quality of the analysis. Here are some tips if you want to write your own:

  • Write your case study as a structured story. The goal is to capture an interesting situation or challenge and then bring it to life with words and information. You want the reader to feel a part of what's happening.
  • Present information so that a "right" answer isn't obvious. The goal is to develop the learner's ability to analyze and assess, not necessarily to make the same decision as the people in the actual case.
  • Do background research to fully understand what happened and why. You may need to talk to key stakeholders to get their perspectives as well.
  • Determine the key challenge. What needs to be resolved? The case study should focus on one main question or issue.
  • Define the context. Talk about significant events leading up to the situation. What organizational factors are important for understanding the problem and assessing what should be done? Include cultural factors where possible.
  • Identify key decision makers and stakeholders. Describe their roles and perspectives, as well as their motivations and interests.
  • Make sure that you provide the right data to allow people to reach appropriate conclusions.
  • Make sure that you have permission to use any information you include.

A typical case study structure includes these elements:

  • Executive summary. Define the objective, and state the key challenge.
  • Opening paragraph. Capture the reader's interest.
  • Scope. Describe the background, context, approach, and issues involved.
  • Presentation of facts. Develop an objective picture of what's happening.
  • Description of key issues. Present viewpoints, decisions, and interests of key parties.

Because case studies have proved to be such effective teaching tools, many are already written. Some excellent sources of free cases are The Times 100 , CasePlace.org , and Schroeder & Schroeder Inc . You can often search for cases by topic or industry. These cases are expertly prepared, based mostly on real situations, and used extensively in business schools to teach management concepts.

Case studies are a great way to improve learning and training. They provide learners with an opportunity to solve a problem by applying what they know.

There are no unpleasant consequences for getting it "wrong," and cases give learners a much better understanding of what they really know and what they need to practice.

Case studies can be used in many ways, as team-building tools, and for skill development. You can write your own case study, but a large number are already prepared. Given the enormous benefits of practical learning applications like this, case studies are definitely something to consider adding to your next training session.

Knowles, M. (1973). 'The Adult Learner: A Neglected Species [online].' Available here .

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Do Your Students Know How to Analyze a Case—Really?

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  • Case Teaching
  • Student Engagement

J ust as actors, athletes, and musicians spend thousands of hours practicing their craft, business students benefit from practicing their critical-thinking and decision-making skills. Students, however, often have limited exposure to real-world problem-solving scenarios; they need more opportunities to practice tackling tough business problems and deciding on—and executing—the best solutions.

To ensure students have ample opportunity to develop these critical-thinking and decision-making skills, we believe business faculty should shift from teaching mostly principles and ideas to mostly applications and practices. And in doing so, they should emphasize the case method, which simulates real-world management challenges and opportunities for students.

To help educators facilitate this shift and help students get the most out of case-based learning, we have developed a framework for analyzing cases. We call it PACADI (Problem, Alternatives, Criteria, Analysis, Decision, Implementation); it can improve learning outcomes by helping students better solve and analyze business problems, make decisions, and develop and implement strategy. Here, we’ll explain why we developed this framework, how it works, and what makes it an effective learning tool.

The Case for Cases: Helping Students Think Critically

Business students must develop critical-thinking and analytical skills, which are essential to their ability to make good decisions in functional areas such as marketing, finance, operations, and information technology, as well as to understand the relationships among these functions. For example, the decisions a marketing manager must make include strategic planning (segments, products, and channels); execution (digital messaging, media, branding, budgets, and pricing); and operations (integrated communications and technologies), as well as how to implement decisions across functional areas.

Faculty can use many types of cases to help students develop these skills. These include the prototypical “paper cases”; live cases , which feature guest lecturers such as entrepreneurs or corporate leaders and on-site visits; and multimedia cases , which immerse students into real situations. Most cases feature an explicit or implicit decision that a protagonist—whether it is an individual, a group, or an organization—must make.

For students new to learning by the case method—and even for those with case experience—some common issues can emerge; these issues can sometimes be a barrier for educators looking to ensure the best possible outcomes in their case classrooms. Unsure of how to dig into case analysis on their own, students may turn to the internet or rely on former students for “answers” to assigned cases. Or, when assigned to provide answers to assignment questions in teams, students might take a divide-and-conquer approach but not take the time to regroup and provide answers that are consistent with one other.

To help address these issues, which we commonly experienced in our classes, we wanted to provide our students with a more structured approach for how they analyze cases—and to really think about making decisions from the protagonists’ point of view. We developed the PACADI framework to address this need.

PACADI: A Six-Step Decision-Making Approach

The PACADI framework is a six-step decision-making approach that can be used in lieu of traditional end-of-case questions. It offers a structured, integrated, and iterative process that requires students to analyze case information, apply business concepts to derive valuable insights, and develop recommendations based on these insights.

Prior to beginning a PACADI assessment, which we’ll outline here, students should first prepare a two-paragraph summary—a situation analysis—that highlights the key case facts. Then, we task students with providing a five-page PACADI case analysis (excluding appendices) based on the following six steps.

Step 1: Problem definition. What is the major challenge, problem, opportunity, or decision that has to be made? If there is more than one problem, choose the most important one. Often when solving the key problem, other issues will surface and be addressed. The problem statement may be framed as a question; for example, How can brand X improve market share among millennials in Canada? Usually the problem statement has to be re-written several times during the analysis of a case as students peel back the layers of symptoms or causation.

Step 2: Alternatives. Identify in detail the strategic alternatives to address the problem; three to five options generally work best. Alternatives should be mutually exclusive, realistic, creative, and feasible given the constraints of the situation. Doing nothing or delaying the decision to a later date are not considered acceptable alternatives.

Step 3: Criteria. What are the key decision criteria that will guide decision-making? In a marketing course, for example, these may include relevant marketing criteria such as segmentation, positioning, advertising and sales, distribution, and pricing. Financial criteria useful in evaluating the alternatives should be included—for example, income statement variables, customer lifetime value, payback, etc. Students must discuss their rationale for selecting the decision criteria and the weights and importance for each factor.

Step 4: Analysis. Provide an in-depth analysis of each alternative based on the criteria chosen in step three. Decision tables using criteria as columns and alternatives as rows can be helpful. The pros and cons of the various choices as well as the short- and long-term implications of each may be evaluated. Best, worst, and most likely scenarios can also be insightful.

Step 5: Decision. Students propose their solution to the problem. This decision is justified based on an in-depth analysis. Explain why the recommendation made is the best fit for the criteria.

Step 6: Implementation plan. Sound business decisions may fail due to poor execution. To enhance the likeliness of a successful project outcome, students describe the key steps (activities) to implement the recommendation, timetable, projected costs, expected competitive reaction, success metrics, and risks in the plan.

“Students note that using the PACADI framework yields ‘aha moments’—they learned something surprising in the case that led them to think differently about the problem and their proposed solution.”

PACADI’s Benefits: Meaningfully and Thoughtfully Applying Business Concepts

The PACADI framework covers all of the major elements of business decision-making, including implementation, which is often overlooked. By stepping through the whole framework, students apply relevant business concepts and solve management problems via a systematic, comprehensive approach; they’re far less likely to surface piecemeal responses.

As students explore each part of the framework, they may realize that they need to make changes to a previous step. For instance, when working on implementation, students may realize that the alternative they selected cannot be executed or will not be profitable, and thus need to rethink their decision. Or, they may discover that the criteria need to be revised since the list of decision factors they identified is incomplete (for example, the factors may explain key marketing concerns but fail to address relevant financial considerations) or is unrealistic (for example, they suggest a 25 percent increase in revenues without proposing an increased promotional budget).

In addition, the PACADI framework can be used alongside quantitative assignments, in-class exercises, and business and management simulations. The structured, multi-step decision framework encourages careful and sequential analysis to solve business problems. Incorporating PACADI as an overarching decision-making method across different projects will ultimately help students achieve desired learning outcomes. As a practical “beyond-the-classroom” tool, the PACADI framework is not a contrived course assignment; it reflects the decision-making approach that managers, executives, and entrepreneurs exercise daily. Case analysis introduces students to the real-world process of making business decisions quickly and correctly, often with limited information. This framework supplies an organized and disciplined process that students can readily defend in writing and in class discussions.

PACADI in Action: An Example

Here’s an example of how students used the PACADI framework for a recent case analysis on CVS, a large North American drugstore chain.

The CVS Prescription for Customer Value*

PACADI Stage

Summary Response

How should CVS Health evolve from the “drugstore of your neighborhood” to the “drugstore of your future”?

Alternatives

A1. Kaizen (continuous improvement)

A2. Product development

A3. Market development

A4. Personalization (micro-targeting)

Criteria (include weights)

C1. Customer value: service, quality, image, and price (40%)

C2. Customer obsession (20%)

C3. Growth through related businesses (20%)

C4. Customer retention and customer lifetime value (20%)

Each alternative was analyzed by each criterion using a Customer Value Assessment Tool

Alternative 4 (A4): Personalization was selected. This is operationalized via: segmentation—move toward segment-of-1 marketing; geodemographics and lifestyle emphasis; predictive data analysis; relationship marketing; people, principles, and supply chain management; and exceptional customer service.

Implementation

Partner with leading medical school

Curbside pick-up

Pet pharmacy

E-newsletter for customers and employees

Employee incentive program

CVS beauty days

Expand to Latin America and Caribbean

Healthier/happier corner

Holiday toy drives/community outreach

*Source: A. Weinstein, Y. Rodriguez, K. Sims, R. Vergara, “The CVS Prescription for Superior Customer Value—A Case Study,” Back to the Future: Revisiting the Foundations of Marketing from Society for Marketing Advances, West Palm Beach, FL (November 2, 2018).

Results of Using the PACADI Framework

When faculty members at our respective institutions at Nova Southeastern University (NSU) and the University of North Carolina Wilmington have used the PACADI framework, our classes have been more structured and engaging. Students vigorously debate each element of their decision and note that this framework yields an “aha moment”—they learned something surprising in the case that led them to think differently about the problem and their proposed solution.

These lively discussions enhance individual and collective learning. As one external metric of this improvement, we have observed a 2.5 percent increase in student case grade performance at NSU since this framework was introduced.

Tips to Get Started

The PACADI approach works well in in-person, online, and hybrid courses. This is particularly important as more universities have moved to remote learning options. Because students have varied educational and cultural backgrounds, work experience, and familiarity with case analysis, we recommend that faculty members have students work on their first case using this new framework in small teams (two or three students). Additional analyses should then be solo efforts.

To use PACADI effectively in your classroom, we suggest the following:

Advise your students that your course will stress critical thinking and decision-making skills, not just course concepts and theory.

Use a varied mix of case studies. As marketing professors, we often address consumer and business markets; goods, services, and digital commerce; domestic and global business; and small and large companies in a single MBA course.

As a starting point, provide a short explanation (about 20 to 30 minutes) of the PACADI framework with a focus on the conceptual elements. You can deliver this face to face or through videoconferencing.

Give students an opportunity to practice the case analysis methodology via an ungraded sample case study. Designate groups of five to seven students to discuss the case and the six steps in breakout sessions (in class or via Zoom).

Ensure case analyses are weighted heavily as a grading component. We suggest 30–50 percent of the overall course grade.

Once cases are graded, debrief with the class on what they did right and areas needing improvement (30- to 40-minute in-person or Zoom session).

Encourage faculty teams that teach common courses to build appropriate instructional materials, grading rubrics, videos, sample cases, and teaching notes.

When selecting case studies, we have found that the best ones for PACADI analyses are about 15 pages long and revolve around a focal management decision. This length provides adequate depth yet is not protracted. Some of our tested and favorite marketing cases include Brand W , Hubspot , Kraft Foods Canada , TRSB(A) , and Whiskey & Cheddar .

Art Weinstein

Art Weinstein , Ph.D., is a professor of marketing at Nova Southeastern University, Fort Lauderdale, Florida. He has published more than 80 scholarly articles and papers and eight books on customer-focused marketing strategy. His latest book is Superior Customer Value—Finding and Keeping Customers in the Now Economy . Dr. Weinstein has consulted for many leading technology and service companies.

Herbert V. Brotspies

Herbert V. Brotspies , D.B.A., is an adjunct professor of marketing at Nova Southeastern University. He has over 30 years’ experience as a vice president in marketing, strategic planning, and acquisitions for Fortune 50 consumer products companies working in the United States and internationally. His research interests include return on marketing investment, consumer behavior, business-to-business strategy, and strategic planning.

John T. Gironda

John T. Gironda , Ph.D., is an assistant professor of marketing at the University of North Carolina Wilmington. His research has been published in Industrial Marketing Management, Psychology & Marketing , and Journal of Marketing Management . He has also presented at major marketing conferences including the American Marketing Association, Academy of Marketing Science, and Society for Marketing Advances.

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CASE TEACHING

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benefits from case study

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10 Case Study Advantages and Disadvantages

case study advantages and disadvantages, explained below

A case study in academic research is a detailed and in-depth examination of a specific instance or event, generally conducted through a qualitative approach to data.

The most common case study definition that I come across is is Robert K. Yin’s (2003, p. 13) quote provided below:

“An empirical inquiry that investigates a contemporary phenomenon within its real-life context, especially when the boundaries between phenomenon and context are not clearly evident.”

Researchers conduct case studies for a number of reasons, such as to explore complex phenomena within their real-life context, to look at a particularly interesting instance of a situation, or to dig deeper into something of interest identified in a wider-scale project.

While case studies render extremely interesting data, they have many limitations and are not suitable for all studies. One key limitation is that a case study’s findings are not usually generalizable to broader populations because one instance cannot be used to infer trends across populations.

Case Study Advantages and Disadvantages

1. in-depth analysis of complex phenomena.

Case study design allows researchers to delve deeply into intricate issues and situations.

By focusing on a specific instance or event, researchers can uncover nuanced details and layers of understanding that might be missed with other research methods, especially large-scale survey studies.

As Lee and Saunders (2017) argue,

“It allows that particular event to be studies in detail so that its unique qualities may be identified.”

This depth of analysis can provide rich insights into the underlying factors and dynamics of the studied phenomenon.

2. Holistic Understanding

Building on the above point, case studies can help us to understand a topic holistically and from multiple angles.

This means the researcher isn’t restricted to just examining a topic by using a pre-determined set of questions, as with questionnaires. Instead, researchers can use qualitative methods to delve into the many different angles, perspectives, and contextual factors related to the case study.

We can turn to Lee and Saunders (2017) again, who notes that case study researchers “develop a deep, holistic understanding of a particular phenomenon” with the intent of deeply understanding the phenomenon.

3. Examination of rare and Unusual Phenomena

We need to use case study methods when we stumble upon “rare and unusual” (Lee & Saunders, 2017) phenomena that would tend to be seen as mere outliers in population studies.

Take, for example, a child genius. A population study of all children of that child’s age would merely see this child as an outlier in the dataset, and this child may even be removed in order to predict overall trends.

So, to truly come to an understanding of this child and get insights into the environmental conditions that led to this child’s remarkable cognitive development, we need to do an in-depth study of this child specifically – so, we’d use a case study.

4. Helps Reveal the Experiences of Marginalzied Groups

Just as rare and unsual cases can be overlooked in population studies, so too can the experiences, beliefs, and perspectives of marginalized groups.

As Lee and Saunders (2017) argue, “case studies are also extremely useful in helping the expression of the voices of people whose interests are often ignored.”

Take, for example, the experiences of minority populations as they navigate healthcare systems. This was for many years a “hidden” phenomenon, not examined by researchers. It took case study designs to truly reveal this phenomenon, which helped to raise practitioners’ awareness of the importance of cultural sensitivity in medicine.

5. Ideal in Situations where Researchers cannot Control the Variables

Experimental designs – where a study takes place in a lab or controlled environment – are excellent for determining cause and effect . But not all studies can take place in controlled environments (Tetnowski, 2015).

When we’re out in the field doing observational studies or similar fieldwork, we don’t have the freedom to isolate dependent and independent variables. We need to use alternate methods.

Case studies are ideal in such situations.

A case study design will allow researchers to deeply immerse themselves in a setting (potentially combining it with methods such as ethnography or researcher observation) in order to see how phenomena take place in real-life settings.

6. Supports the generation of new theories or hypotheses

While large-scale quantitative studies such as cross-sectional designs and population surveys are excellent at testing theories and hypotheses on a large scale, they need a hypothesis to start off with!

This is where case studies – in the form of grounded research – come in. Often, a case study doesn’t start with a hypothesis. Instead, it ends with a hypothesis based upon the findings within a singular setting.

The deep analysis allows for hypotheses to emerge, which can then be taken to larger-scale studies in order to conduct further, more generalizable, testing of the hypothesis or theory.

7. Reveals the Unexpected

When a largescale quantitative research project has a clear hypothesis that it will test, it often becomes very rigid and has tunnel-vision on just exploring the hypothesis.

Of course, a structured scientific examination of the effects of specific interventions targeted at specific variables is extermely valuable.

But narrowly-focused studies often fail to shine a spotlight on unexpected and emergent data. Here, case studies come in very useful. Oftentimes, researchers set their eyes on a phenomenon and, when examining it closely with case studies, identify data and come to conclusions that are unprecedented, unforeseen, and outright surprising.

As Lars Meier (2009, p. 975) marvels, “where else can we become a part of foreign social worlds and have the chance to become aware of the unexpected?”

Disadvantages

1. not usually generalizable.

Case studies are not generalizable because they tend not to look at a broad enough corpus of data to be able to infer that there is a trend across a population.

As Yang (2022) argues, “by definition, case studies can make no claims to be typical.”

Case studies focus on one specific instance of a phenomenon. They explore the context, nuances, and situational factors that have come to bear on the case study. This is really useful for bringing to light important, new, and surprising information, as I’ve already covered.

But , it’s not often useful for generating data that has validity beyond the specific case study being examined.

2. Subjectivity in interpretation

Case studies usually (but not always) use qualitative data which helps to get deep into a topic and explain it in human terms, finding insights unattainable by quantitative data.

But qualitative data in case studies relies heavily on researcher interpretation. While researchers can be trained and work hard to focus on minimizing subjectivity (through methods like triangulation), it often emerges – some might argue it’s innevitable in qualitative studies.

So, a criticism of case studies could be that they’re more prone to subjectivity – and researchers need to take strides to address this in their studies.

3. Difficulty in replicating results

Case study research is often non-replicable because the study takes place in complex real-world settings where variables are not controlled.

So, when returning to a setting to re-do or attempt to replicate a study, we often find that the variables have changed to such an extent that replication is difficult. Furthermore, new researchers (with new subjective eyes) may catch things that the other readers overlooked.

Replication is even harder when researchers attempt to replicate a case study design in a new setting or with different participants.

Comprehension Quiz for Students

Question 1: What benefit do case studies offer when exploring the experiences of marginalized groups?

a) They provide generalizable data. b) They help express the voices of often-ignored individuals. c) They control all variables for the study. d) They always start with a clear hypothesis.

Question 2: Why might case studies be considered ideal for situations where researchers cannot control all variables?

a) They provide a structured scientific examination. b) They allow for generalizability across populations. c) They focus on one specific instance of a phenomenon. d) They allow for deep immersion in real-life settings.

Question 3: What is a primary disadvantage of case studies in terms of data applicability?

a) They always focus on the unexpected. b) They are not usually generalizable. c) They support the generation of new theories. d) They provide a holistic understanding.

Question 4: Why might case studies be considered more prone to subjectivity?

a) They always use quantitative data. b) They heavily rely on researcher interpretation, especially with qualitative data. c) They are always replicable. d) They look at a broad corpus of data.

Question 5: In what situations are experimental designs, such as those conducted in labs, most valuable?

a) When there’s a need to study rare and unusual phenomena. b) When a holistic understanding is required. c) When determining cause-and-effect relationships. d) When the study focuses on marginalized groups.

Question 6: Why is replication challenging in case study research?

a) Because they always use qualitative data. b) Because they tend to focus on a broad corpus of data. c) Due to the changing variables in complex real-world settings. d) Because they always start with a hypothesis.

Lee, B., & Saunders, M. N. K. (2017). Conducting Case Study Research for Business and Management Students. SAGE Publications.

Meir, L. (2009). Feasting on the Benefits of Case Study Research. In Mills, A. J., Wiebe, E., & Durepos, G. (Eds.). Encyclopedia of Case Study Research (Vol. 2). London: SAGE Publications.

Tetnowski, J. (2015). Qualitative case study research design.  Perspectives on fluency and fluency disorders ,  25 (1), 39-45. ( Source )

Yang, S. L. (2022). The War on Corruption in China: Local Reform and Innovation . Taylor & Francis.

Yin, R. (2003). Case Study research. Thousand Oaks, CA: Sage.

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  • v.19(3); Fall 2020

Value of Case-Based Learning within STEM Courses: Is It the Method or Is It the Student?

Ashley rhodes.

† Division of Biology, Kansas State University, Manhattan, KS 66506

Abigail Wilson

Timothy rozell.

‡ Department of Animal Sciences and Industry, Kansas State University, Manhattan, KS 66506

Associated Data

Undergraduate attrition from science, technology, engineering, and mathematics is well documented and generally intensifies during intermediate years of college. Many contributing factors exist; however, a mismatch between timing of certain pedagogical approaches, such as case-based learning, and the level of students’ cognitive abilities plays a crucial role. Using cognitive load theory as a foundation, we examined relationships between case-based learning versus a traditional lecture and learning gains of undergraduates within an intermediate physiology course. We hypothesized instruction via a case study would provide greater learning benefits over a traditional lecture, with gains possibly tempered by student characteristics like academic preparation, as measured by ACT scores, and academic age, as measured by credit hours completed. Results were surprising. Case-based learning did not guarantee improved learning gains compared with a traditional lecture for all equally. Students with lower ACT scores or fewer credit hours completed had lower learning gains with a case study compared with a traditional lecture. As suggested by cognitive load theory, the amount of extraneous load potentially presented by case-based learning might overwhelm the cognitive abilities of inexperienced students.

INTRODUCTION

Increasing the number of students completing a postsecondary degree within the science, technology, engineering, and mathematics (STEM) fields is crucial for building and maintaining a strong workforce, yet loss of students from these fields during their undergraduate years continues to be problematic ( President’s Council of Advisors on Science and Technology, 2012 ; Graham et al. , 2013 ; Freeman et al. , 2014 ; Vilorio, 2014 ; Chen, 2015 ). Attrition from STEM fields may be caused by a number of complex factors that challenge both educators and students alike. For example, attrition has been linked to large classroom sizes; rapid pace of information delivery; a competitive atmosphere; uninspiring pedagogy that is seemingly irrelevant to the lives of students, causing a loss of interest; inability to see presented information as a cohesive whole; or simply feeling that they do not belong in STEM ( Jozefowicz, 1994 ; Herreid et al. , 2012 ; President’s Council of Advisors on Science and Technology [PCAST], 2012 ; Graham et al. , 2013 ; Freeman et al. , 2014 ; Scott et al. , 2017 ; Fisher et al. , 2019 ). However, it is also possible that a mismatch in the timing of pedagogical tools used and the individual learning needs of students could also cause attrition from STEM fields. For example, Wood (2009) suggested that superior [SIC] students will progress from introductory to upper-level courses during their undergraduate years regardless of the teaching method used. However, students considered to be less academically oriented or self-motivated who leave STEM fields early in their college careers might do so because the curricular methods used are often seen as nothing more than a large collection of disconnected facts that rarely have much relevance to their daily lives and will soon be forgotten ( Wood, 2009 ). Wood (2009) concluded that, for this group of students, the issue lies not in what we teach but in how we teach. This conclusion is both encouraging and yet perhaps a little puzzling for educators, many of whom go to great lengths to help all students within their courses succeed. While some suggestions for helping to alleviate the dissonance between academic preparation and success within STEM courses have been made, they sometimes appear ambiguous or perhaps too complex for educators to tackle. For example, improving student preparation during junior high and high school could translate to better success in college ( Ejiwale, 2013 ). Additionally, improving STEM instructor preparation at multiple levels could be helpful ( Goldhaber and Brewer, 1998 ; Ingersoll and Perda, 2010 ; PCAST, 2012 ). Also, adding more engaging activities within STEM courses could be beneficial for helping underprepared students see connections between in-class learning and real-life applications ( Villanueva and Hand, 2011 ; Kennedy and Odell, 2014 ).

In contrast to some of these more open-ended suggestions, one solution that has been promoted for increasing student success in STEM is the use of active-learning approaches such as case-based learning ( Lundeberg, 2008 ; Kaddoura, 2011 ; McRae, 2012 ; Herreid and Schiller, 2013 ; Greenwald and Quitadamo, 2014 ; Stains et al. , 2018 ). Case-based learning encourages students to use techniques that help them integrate, synthesize, and apply newly learned information to a broader context, both to help them see the value of what they are learning and to foster critical-thinking skills ( Jozefowicz, 1994 ; Graham et al. , 2013 ; Greenwald and Quitadamo, 2014 ).

Case-based learning can take many forms but generally relies upon the use of a case study that describes a specific situation or clinical case and requires students to work through the information to generate solutions and solve problems ( Herreid, 2006 ; Wood, 2009 ; Popil, 2011 ; Savery, 2015 ; McLean, 2016 ). Case studies can vary substantially in length, format, delivery, and the type of media included. Cases may emphasize problem solving, debates, flexible thinking, development of alternative strategies, and even the use of skepticism ( Herreid, 2004 ). Implementing cases within courses can also vary, but according to Herreid (1998) , four major classifications exist in regard to what students do: participate in small-group activities, participate in discussions, listen to a lecture, or work alone completing an individual assignment. Thus, when or how a case study is delivered to students, the responsibilities of students, interactions between students, and even case study assignments that entail students working individually or in groups all vary ( Popil, 2011 ; Thistlethwaite et al. , 2012 ).

Comparing case-based learning to more traditional forms of learning has resulted in reports of increased learning gains ( Kaddoura, 2011 ; Bonney, 2015 ), decreased learning gains ( Andrews et al. , 2011 ; Thistlethwaite et al. , 2012 ), and no significant changes ( Dochy et al. , 2003 ; Halstead and Billings, 2005 ; Hoag et al. , 2005 ; Terry, 2007 ; Kulak and Newton, 2014 ). Some researchers have also reported that case-based learning is effective, but only if supported by supplementary didactic lectures that structured student understanding of the material ( Cliff, 2006 ; Baeten et al. , 2013 ), or that case-based learning improved student attitudes but not always student learning ( Wilke, 2003 ). This disparity could be caused by several factors. For example, it is not currently known how much background knowledge or preparation students should have before they can effectively engage with case-based activities ( McLean, 2016 ), when and how instructors should deliver these activities ( Lundeberg, 2008 ), and how much instructor guidance is required ( McRae, 2012 ).

It is possible that the existing uncertainty regarding who exactly benefits from case-based learning in comparison to other teaching methods could be due to the number of studies primarily relying upon survey data to make conclusions as to the value of this approach ( Cliff and Wright, 1996 ; Knight et al. , 2008 ; McLean, 2016 ; Kaur et al. , 2019 ) and the number of studies that did not use a control and thus lacked a true experimental design ( Greenwald, and Quitadamo, 2014 ; Kulak and Newton, 2014 ). Furthermore, few authors have specifically investigated the utility and potential benefits of case-based learning in regard to certain undergraduate student characteristics or provided clear guidance regarding when and how to use case-based learning within undergraduate courses ( Lundeberg, 2008 ; Kulak and Newton, 2014 ; McLean, 2016 ). Thus, we believe our overarching research question is important when using case-based learning within undergraduate STEM courses: For whom is it useful?

Theoretical Framework

Cognitive load theory (CLT) serves as the foundation for this research, as it provides guidance for investigating relationships between instructional design and student learning gains ( Paas et al. , 2003a ). According to CLT, cognitive processes, and thus learning, are impacted by three types of cognitive loads: extraneous load, intrinsic load, and germane load. These loads are additive and must be appropriately managed for optimal learning, but how they are managed differs based on student characteristics such as previous academic experiences, prior knowledge, and learning preferences. For example, extraneous loads, defined as superfluous information that does not directly relate to learning objectives, should be minimized wherever possible. This is especially true for novice learners, whose ability to take in new information can quickly be overloaded, even when completing common tasks such as searching for and applying information to solve a problem ( Paas et al. , 2003a ). In contrast, intrinsic loads, defined as the degree of difficulty inherent to a discipline, can be more difficult for instructors to manage. Intrinsic load must be supported by appropriately scaffolding information, but should never be minimized, as simplification could give an artificial impression of the discipline and potentially erode the ability to critically think about the information in future contexts ( Paas et al. , 2003a ). However, the degree of scaffolding required is unique for each learner; thus, designing a curriculum or even an individual activity that appropriately manages intrinsic load becomes difficult, especially in large courses with diverse enrollment. According to Paas et al. (2003a ), the key to successfully managing intrinsic load is to consider element interactivity, or the number of interacting items, that must be simultaneously managed to understand a concept. If this number is high, which is often the case within STEM courses, then additional instructional support is often required; for novices, the recommendation is to omit all but the most essential interacting elements. Germane loads, defined as the amount of effort a learner is willing to expend to understand a concept, can be positively impacted by instructional design, but only if the needs of the learner are matched and supported by the way in which information is presented. For example, learners who have little background in a subject, and thus underdeveloped abilities to synthesize and use new information, benefit from instructional tools that present information directly and do not require searching for or synthesis of abstract ideas, while the opposite is true for learners who have prior and positive experiences with the subject ( Paas et al. , 2003a , b ; Sweller et al. , 2011 ; Young et al. , 2014 ).

Conceptual Framework

Using CLT as a theoretical framework, we explored potential relationships between comprehension of complex information that had a high intrinsic load, the experience of learners based upon individual characteristics such as level of academic preparation, and two distinct instructional formats that varied in amount of extrinsic load yet contained the same content. One instructional format included the use of an interactive case study that was designed to engage students with a story and scaffold their nascent understanding of the information presented by chunking information into manageable sections, each one containing explanatory text, interactive graphics, and critical-thinking questions. While carefully designed and aligned with suggestions on case study development, this format did carry a higher extrinsic load due to the number of interacting elements that had to be considered in order to understand the information.

The second instructional format represented a more traditional teaching method and included a didactic lecture using bulleted PowerPoint slides that also included the same graphics presented within the case study; however, the lecture format was devoid of interactive activities and questions and involved only a lecture during which students mostly listened but were allowed to ask questions at any time. This format had a lower extrinsic load due to the decreased number of interacting elements that needed to be considered at any given time to understand the information.

These two instructional formats were used within a large, intermediate-level undergraduate physiology course with a diverse student body that varied in age and academic preparation. However, all were majoring in a STEM discipline, and many aspired to matriculate into a professional school upon graduation. Thus, while variation did exist within the population, we believe it is an accurate portrayal of the natural variation found within most large STEM courses at this level.

To examine the utility of case-based learning and the benefits it may provide in regard to specific student characteristics in comparison to a more conventional format of learning, we investigated the following two research questions:

  • Compared with a conventional learning format such as a traditional lecture, how do student learning gains differ when using a case study?
  • How do student characteristics such as general academic preparation and credit hours completed relate to learning gains derived from the use a case study?

Setting and Participants

This study took place at a large, midwestern, land-grant university with an admissions acceptance rate of 94%. Participants were recruited from an intermediate (300 level at a university in which undergraduate courses start at 100 and go through 600) physiology course offered within a biology department. During the semester in which the study was conducted, the course was open to all students who had completed introductory biology and chemistry courses and received a “B” or better in both. Furthermore, this course was an 8 credit-hour course that included several components such as lecture, laboratory, and cadaver dissection; thus, most students were very committed to learning, as their grades would have had a significant impact on their overall grade point averages. Applications of course material on exams and quizzes tended to be focused on human health and applications to allied health professions. The average ACT score of students was 26.6. Of the 134 students enrolled, all chose to participate, although only 122 completed all portions of the study due to absences. The final distribution of students completing all components of the study represented a mixture of 34 sophomores, 59 juniors, and 29 seniors. Information related to gender and ethnicity was not tracked.

Participation in the study was voluntary, and all activities were approved by our Institutional Review Board (IRB protocol no. 7028). Students were awarded a small amount of extra credit for participating. Students were provided the option of an alternative assignment if they did not want to participate; however, none selected this option.

Development of Case Study and Conventional Lecture Treatments

Both the case study and conventional lecture were created by the authors to specifically deliver information about insulin resistance and its progression to type II diabetes. Not only do these topics encompass suggestions by Michael et al. (2017) about pertinent concepts that should be taught within undergraduate physiology courses, such as flow-down gradients between blood and interstitial fluid and details of cell membranes, but they also align well with suggestions made by Allen et al. (1996) regarding topic selection for the design of critical-thinking activities. The case study was created using a design-based research process that entailed four iterations. Each iteration was reviewed by graduate teaching assistants as well as three STEM instructors. After each iteration, feedback was used to revise and improve the case study. The final iteration of the case study authored by Wilson et al. (2017) was peer reviewed and published by the National Center for Case Study Teaching in Science.

The case study included a short story about an individual who, through diet and lack of exercise, proceeded through the stages of insulin resistance and pre-diabetes and eventually developed type II diabetes. Immediately following each section about this individual’s story, accompanying informational text as well as interactive figures and graphics describing the physiology of what was occurring were presented. The story, text, and graphics were presented in small sections, a strategy known as chunking, which is encouraged when presenting complex information that has multiple interacting elements ( Mayer and Moreno, 2003 ). The interactive figures and graphics, which displayed the same information presented within the text, required students to apply what they had just read to complete them as described by carefully written instructions. And finally, critical-thinking questions were placed at the end of each section or chunk, and students were asked to think about what they had just learned before moving to the next section. Figure 1 provides a sample of the case study design features.

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Typical features of the case study design. This particular portion was taken midway through the case study after students had been presented with information about the basics of carbohydrate breakdown in the digestive system. Specific features related to chunking and scaffolding include a short story, a small amount of explanatory text, and instructions explaining how to interact with a graphical feature designed to help students visualize the information. Additionally, the explanatory text and visuals were placed very close to each other, and vocabulary used in the explanatory text matched vocabulary used in the visual in order to reduce cognitive load.

Students in the lecture treatment, which consisted of a traditional lecture with PowerPoint slides and accompanying handouts of the slides, received the same physiological information presented in the case study. For example, the lecture and handouts included static versions of the figures and graphics found in the case study, and these were described directly to students by the instructor. This presentation was also subjected to four iterations of review and improvement by graduate students and other STEM instructors. Thus, the major differences between the case study and conventional lecture treatment groups were that students in the latter group were not presented with a story or required to complete activities associated with the graphics. In short, the conventional lecture contained little to no extraneous information.

Implementation of Treatments

Both treatments were administered during regularly scheduled lab periods within a single week of the semester and before any presentation of glucose homeostasis by the primary instructor in either lecture or lab. At the beginning of each treatment, the same instructor provided a brief overview of the activities and goals. For the case study group, this also included instructions on how to work through the case and specifically how to interact with the graphics. This instructor was the lead author of the case study and conventional lecture treatment and was also a lab instructor for the course; thus, comfort level with techniques, delivery, students, and content was high.

Students in both treatments were instructed to work alone, as one of our main objectives was to correlate student characteristics such as academic preparation and experience with learning gains when extrinsic load was varied between treatments. Thus, we purposefully did not allow students to work in groups, as this would have made our data difficult to interpret in regard to individual student gains. However, students in both treatments were told several times they could ask the instructor questions at any time while working through the case study or listening to the lecture.

Experimental Design

Using the pretest/posttest comparison group design ( Campbell and Stanley, 1963 ), we assessed differences in student learning gains resulting from the use of a case study versus a conventional lecture over the same concepts. Participants were recruited using a convenience sampling method, with 122 completing all components of the study, which included a prior knowledge assessment (PKA; Rhodes and Rozell, 2017 ), a modified version of the Student Approach to Learning (SAL) survey ( Marsh et al. , 2006 ; Rhodes and Rozell, 2017 ), a pretest, a learning treatment, and a posttest. Experimental design components and schedule are described in Figure 2 .

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Experimental design. Students completed the PKA and SAL survey on the first day of class, then a topic-specific pretest was given a week before randomizing participants into either the case study or conventional lecture treatment. A posttest, which was identical to the pretest, was given immediately after each treatment. Not shown in this graphic is the collection of ACT scores, which occurred at the end of the semester after final grades had been submitted.

The PKA was used to assess the background knowledge of students about core physiological concepts and was administered on the first day of class. The PKA (Appendix A in the Supplemental Material) consisted of 10 multiple-choice questions, with each question potentially having multiple correct answers. To receive the full point(s) for each question, students had to have selected all the correct answers and none of the incorrect answers on this assessment. This grading procedure was used to reduce awarding points for guessing. Students received 1 extra credit point for completing the PKA that was not dependent on the score. The PKA was created and refined over a period of several years within this specific course before being used in this study.

For evaluating how students approach learning new information presented to them in a formal course setting, a modified version of the SAL survey was used (Appendix B in the Supplemental Material). This survey was designed to assesses a variety of student characteristics, such as self-regulated learning strategies, motivation, confidence, and learning preferences ( Marsh et al. , 2006 ). For this study, we only selected questions from the SAL that evaluated the self-regulated learning strategies of students, specifically memorization and elaboration, and generated an individual SAL metric for each student, as previously described by Rhodes and Rozell (2017) . This metric could then be used to quantify and compare results from the SAL with other components of the study.

Pretest and Posttest

Both the pretest and posttest (Appendix C in the Supplemental Material) consisted of 10 multiple-choice questions that could have multiple correct answers. Full points for each question were awarded only if every correct answer had to be selected and none of the incorrect answers selected. As with the PKA, this all-or-nothing grading scheme was used to reduce the chance of receiving full credit due to guessing.

To ensure that questions asked on the posttest were appropriate and understandable for students after receiving either treatment, we applied an item difficulty index (IDI) before analyzing statistical results related to the research questions. As discussed by Tavakol and Dennick (2011) , this metric can be used to determine whether a question effectively measured comprehension by students after receiving a particular form of instruction. The following formula was used to calculate the IDI, where R is the number of students who answered the question correctly; N is the number of total responses, including those that were correct, incorrect, or left blank; and i refers to the question number:

equation image

While the IDI can range from 0 to 1, with very difficult questions having a score nearing 0 and very easy questions have a score approaching 1, the IDI of each question should have ideally ranged between 0.3 and 0.8 ( Tavakol and Dennick, 2011 ). The IDI for question 10 on the posttest was outside the ideal range, possibly due to the complexity of the question. Statistical analyses were performed both with and without question 10, but results did not change. Results of the IDI are shown in Table 1 .

Results of the Item Difficulty Index.

The ACT College Readiness Assessment

The ACT is a standardized college entrance exam that assesses college readiness and is often a prerequisite when applying to colleges. After gaining permission from student participants and our IRB, ACT scores were collected from the university’s online information system after the semester was over.

Credit Hours Completed

The number of total credit hours completed at the start of the study was collected and used as a metric of academic age or experience. After gaining permission from student participants and our IRB, information was retrieved via the online university information system.

Statistical Analyses

All data were analyzed using IBM’s SPSS v. 26. Differences between means were evaluated using one-way analysis of variance (ANOVA). Correlations between variables for student data were calculated using Spearman’s rank-order correlation test. This test was selected as it is slightly more conservative than Pearson’s, our data were monotonic, and we included more than one outlier for each correlation performed. Statistical significance was defined as p ≤ 0.05.

Our analyses yielded several noteworthy and unexpected results. In regard to our first research question, “Compared with a conventional learning format such as a traditional lecture, how do student learning gains differ when using a case study?,” we found no differences by treatment ( Figure 3 ). Using a one-way ANOVA, we found that the means of posttest scores for students in the case study group were not statistically different from students in the conventional lecture group, F (1, 119) = 0.025, p = 0.874. Furthermore, learning gains of students in the case study group were not statistically different from those of students in the conventional lecture group, F (1, 119) = 0.027, p = 0.946.

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Results of pretest, posttest, and learning gains by treatment. Values on the y-axis are points earned on the identical pretest and posttest assessments, with potential scores ranging from 0 to 10. Both pretests and posttests were graded “all or none” to avoid guessing. For each student, the pretest score was subtracted from the posttest score to calculate learning gains. Bars shown are means plus or minus SD. No statistical differences were found between means for any of the parameters tested ( p ≥ 0.05).

For further verification, learning gains by treatments were also analyzed using the average normalized gain equation for estimating the impacts of case-based learning as developed by Hake ( 1998a , b ), where (Post − Pre)/(10 − Pre). Normalized learning gain was 0.40 for the case study treatment and 0.39 for the conventional lecture group, corroborating that no statistical differences existed in learning gains by treatments.

In regard to our second research question, “How do student characteristics such as general academic preparation and credit hours completed relate to learning gains derived from the use of a case study?,” we found that the benefit of case-based learning was correlated with certain student characteristics. The use of a case study did not automatically translate to higher learning gains for all. Instead, it appears as though certain student characteristics predicted learning gains when case-based learning was used but this was not true when traditional didactic lectures were used. For example, as displayed in Figures 4A through ​ through7A, 7A , positive and significant correlations existed between learning gains from the use of a case study and prior knowledge levels, r (59) = 0.275, p = 0.034; preferences for elaboration over memorization as measured by the SAL metric, r (59) = 0.270, p = 0.039; ACT scores, r (53) = 0.479, p = 0.000; and college credit hours completed, r (61) = 0.299, p = 0.019. However, as shown in Figures 3B through ​ through7B, 7 B, no relationships existed between learning gains from the use of a traditional lecture and student characteristics such as prior knowledge levels, r (60) = 0.012, p = 0.872; preference for elaboration over memorization as measured by the SAL metric, r (56) = −0.056, p = 0.680; or college credit hours completed, r (60) = −0.024, p = 0.855. A positive and significant correlation did exist between ACT scores and learning gains from a traditional lecture, r (52) = 0.276, p = 0.047.

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Effect of prior knowledge on learning gains. Participants were given a prior knowledge quiz that consisted of 10 multiple-choice questions with multiple potential correct answers, graded all or none. Identical pretest and posttest quizzes over the specific topics covered by the case study (A) or lecture (B) treatments consisted of 10 multiple-choice questions with multiple potential correct answers, graded all or none. Learning gains were calculated by subtracting pretest score from posttest score for each participant. A Spearman’s rank-order correlation test was used to determine relationships between prior physiology knowledge and learning gains, and correlations were considered to be significant at p ≤ 0.05.

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Effect of academic experience on learning gains. The number of credit hours completed was collected for participants with their permission. Identical pretest and posttest quizzes over the specific topics covered by the case study (A) or lecture (B) treatments consisted of 10 multiple-choice questions with multiple potential correct answers, graded all or none. Learning gains were calculated by subtracting pretest score from posttest score for each participant. A Spearman’s rank-order correlation test was used to determine relationships between college credits completed and learning gains, and correlations were considered to be significant at p ≤ 0.05.

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Effect of participant’s approach to learning on learning gains. Participants were given a survey (the SAL) that assessed their preferred approach to learning on a five-point Likert scale, and a calculated SAL metric was used to quantify whether the preferred approach was memorization (SAL metric scores) or elaboration (higher SAL metric scores). Identical pretests and posttests over the specific topics covered by the case study (A) or lecture (B) treatments consisted of 10 multiple-choice questions with multiple potential correct answers, graded all or none. Learning gains were calculated by subtracting pretest score from posttest score for each participant. A Spearman’s rank-order correlation test was used to determine relationships between SAL metric scores and learning gains, and correlations were considered to be significant at p ≤ 0.05.

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Effect of standardized test performance on learning gains. Scores from the ACT exam taken before college entrance were collected with permission of the participants. Identical pretest and posttest quizzes over the specific topics covered by the case study (A) or lecture (B) treatments consisted of 10 multiple-choice questions with multiple potential correct answers, graded all or none. Learning gains were calculated by subtracting pretest score from posttest score for each participant. A Spearman’s rank-order correlation test was used to determine relationships between ACT scores and learning gains, and correlations were considered to be significant at p ≤ 0.05.

CONCLUSION AND DISCUSSION

The overarching purpose of this study was to investigate the relationship between the use of case-based learning within an intermediate-level undergraduate STEM course and correlate specific student characteristics such as academic preparation and experience with learning gains. We were specifically interested to see whether case-based learning represented a beneficial and equitable form of learning for all participants, or, as predicted by CLT, whether some students perhaps benefited more from a traditional lecture due to its simpler structure and reduced cognitive load. We were also interested in providing realistic suggestions to other educators who may be considering the use of case-based learning in their courses in piecemeal manner to replace certain lectures or perhaps a laboratory activity but are unable to replace an entire semester’s curriculum given the resources required ( Colliver, 2000 ). As explained by Aikens and Dolan (2014) and Albanese (2000) , replacing single lessons or activities is more realistic when trying something different in most courses. Also, given the findings of Stains et al. (2018) , most STEM instructors naturally move between different teaching formats, even within a single teaching period. Thus, providing evidence-based guidance on when to use certain formats and with which population of students may help direct the timing and implementation of certain activities.

In regard to our first research question, “Compared with a conventional learning format such as a traditional lecture, how do student learning gains differ when using a case study?,” we found no differences between treatments. Our findings were consistent with those of other authors such as Hoag et al. (2005) , who found no difference in learning gains between the use of a case study compared with a didactic lecture for students enrolled in an undergraduate immunology course when assessing critical-thinking skills via a multiple-choice test. Similarly, Terry (2007) assessed introductory biology students’ critical-thinking skills using the Watson-Glaser Critical Thinking assessment and found no differences between students in a case-based learning group versus a traditional lecture group. Furthermore, in a study conducted by Baeten et al. (2013) , which compared case-based learning with traditional lectures, it was found that case-based learning did not produce deeper learning unless supplemented with a well-structured didactic lecture first, so that students could understand the content discussed in the case study before attempting to complete it. This finding was similar to that described by Cliff (2006) , who reported that, if case-based learning was used in an undergraduate STEM course, additional supplementation with well-structured material was often required to help students understand content. And finally, Dochy et al. (2003) conducted a meta-analysis comparing case-based learning to learning via traditional lectures in a clinical skills course for medical students and found that, while application of knowledge and higher-order thinking for professional students using case-based learning was higher immediately after the case-based learning experience, there were no differences between groups when given multiple-choice posttests measuring accumulated and retained knowledge at a later point.

For our second research question we asked, “How do student characteristics such as general academic preparation and credit hours completed relate to learning gains derived from the use of a case study?,” and attempted to isolate case-based learning benefits by certain student characteristics. This question was not only driven by the lack of information specifically addressing who benefits from case-based learning within undergraduate STEM courses, but also by other authors such as Lundeberg (2008) and Yadav et al. (2007) who questioned how much background students should have to be successful when using case-based learning. We found that success with case-based learning is likely predicted by certain student characteristics, such as having a stronger academic background coming out of high school, as indicated by the correlations between ACT scores and learning gains, or having more college experience, as indicated by the correlations in our study between college credit hours completed and learning gains. Our results were consistent with other authors investigating similar questions with undergraduate students. For example, Halstead and Billings (2005) found that case-based learning may become frustrating for less-prepared students or those who are used to more traditional methods. Similarly, McRae (2012) stated that “case studies can cause confusion and cognitive frustration if students do not have the prerequisite knowledge to handle the information” (p. 1175).

Our results, as well as those reported by Halstead and Billings (2005) and McRae (2012) , can perhaps be explained by CLT, which provides a framework for understanding the relationship between cognitive processes of learners and the structure of information ( Paas et al. , 2003a ). According to this theory, when novice learners are attempting to comprehend complex information consisting of multiple interacting elements, especially for the first time, extraneous details should be minimized, as they can quickly overload novice learners’ cognitive abilities. Although we did not directly test for this, it is likely that the story, explanatory text, and interactive graphics that were part of the case study presented too much extraneous detail for some students. It is also possible the interactive graphics themselves, which required a student to have a certain level of reading comprehension to extract pertinent information from the story and apply it correctly to a graphic, were too overwhelming. In comparison, the traditional learning format used in this study, which consisted of a basic PowerPoint presentation and didactic lecture, contained little to no extraneous information and required a much lower level of reading comprehension. Perhaps as a student gains more experience and his or her cognitive abilities evolve, the addition of extraneous details can be beneficial, as it makes the information more interesting and challenging and encourages the student to see how elements interact. This notion was also supported by Paas et al. (2003a ), who suggested the addition of previously omitted details can foster a deeper level of understanding for more advanced learners, and is also reinforced by McParland et al. (2004) , who found that older students were less likely to use surface learning approaches, such as memorization, and were thus more likely to be able to make meaning from complex activities.

Summarizing our findings in light of outcomes reported by other authors, we believe our results provide several novel additions to the field of case-based learning. First, the use of a case study by itself might not always yield increased learning gains compared with more traditional teaching methods, especially if students are asked to work through the case study individually. This is more likely to be true if students have less background and academic preparation or have less college experience in general. It is also more likely to be true if students rely upon memorization when learning new information and are unsure of how to assimilate information, as indicated by our correlations, which show relationships between student approach to learning and learning gains with a case study versus a lecture. In large-enrollment courses, where there is likely to be variation regarding student abilities, it is possible that a more traditional form of teaching such as a lecture, at least initially, might represent a more equitable form of learning. After the playing field has been leveled, so to speak, case-based learning may become more useful to more students. This is consistent with work by McLean (2016) , who concluded that advance preparation of the student was necessary for case-based learning to be effective and after that cases could be a powerful stimulant for learning. Second, our study provides helpful insights into the benefits and drawbacks of using case-based learning with an often-overlooked population of students: intermediate-level undergraduates. Given that attrition rates from STEM often intensify during this time, especially for lower-performing students ( Strenta et al. , 1994 ; Seymour and Hewitt, 1997 ; Maltese and Tai, 2010 ; PCAST, 2012 ), having some information about which teaching tools to use or avoid at certain time points could be beneficial.

We would like to acknowledge that many studies supporting case-based learning have been reported with nursing students ( Kaddoura, 2011 ; Popil, 2011 ), medical students ( Wood, 2009 ; Nair et al. , 2013 ; McLean, 2016 ; Kaur et al. , 2019 ), graduate students ( McRae, 2012 ), and even vetted upper-level undergraduates enrolled in a majors course ( Cliff and Wright, 1996 ; Knight et al. , 2008 ; Greenwald and Quitadamo, 2014 ). In fact, according to McLean (2016) , medicine represented almost 73% of published studies, followed by dentistry at 5%, pharmacy at 5%, and nursing at 3%, while published studies detailing the use of case-based learning in mixed, undergraduate courses represented 1.4% of the articles published globally (p. 41). Clearly, fewer researchers have examined when and how to use case-based learning with intermediate-level undergraduates, leaving many questions for educators who teach at this level.

As with any study, this one was not without limitations. For example, we specifically wanted to examine relationships between individual students and case-based learning versus a more traditional form of learning, and to do this, we had students work by themselves in both treatments. Typically, case-based learning is done with students working in groups. However, group work can often mask the performance of lower-achieving students, as a small minority of students can dominate group work ( Lundeberg, 2008 ). This idea was also supported by McRae (2012) , who reported that, when students worked in groups as part of case-based learning, lower-performing students often rode the coattails of better-performing students and may have learned less than they appeared to learn. Additionally, it is possible that students with lower reading comprehension gained less when learning with a case study compared with a traditional lecture. We did not collect or assess reading comprehension scores, but it would be something to consider for the future, given the typical reliance upon reading skills when learning from a case study. Furthermore, empirically assessing the value of different types of activities within a case study, such as multimedia or other interactive features that help students scaffold their nascent understanding of the information provided by the case study, would be a helpful addition to the literature. It is very possible that case studies could become a powerful tool to help engage underprepared students if the right supportive features were included. And finally, we would like to acknowledge that learning gains in both treatments used in this study were lower than we had hoped and perhaps indicate that the concepts presented were too difficult for students at this level, and this could have impacted our results.

In conclusion, while case-based learning increased learning gains for some students, it is possible that these gains may not be equally achievable by all students within large undergraduate courses due to the diversity of student characteristics. The advantages of case-based learning are likely more tangible for students who have stronger academic backgrounds and are better equipped to assimilate information from multiple sources when learning new concepts as opposed to relying upon memorization and for those with more college experience. In large, diverse, undergraduate courses, we believe it is important to provide a more equitable form of learning for all students, and in these instances, we suggest supporting case-based learning activities with other pedagogical tools, including didactic lectures. It is possible that the provision of complex information, made upfront or ahead of time in a more simplified and scaffolded format, could reduce the cognitive load some students may experience while trying to navigate and learn from a case study. And finally, we suggest measuring and carefully considering the current level of development of students when selecting tools such as case studies for use in undergraduate courses; matching the timing of certain educational approaches with the current cognitive load capacity of students is likely key to effective learning.

Supplementary Material

Acknowledgments.

Publication of this article was funded in part by the Kansas State University Open Access Publishing Fund.

  • Aikens, M. L., Dolan, E. L. (2014). Teaching quantitative biology: Goals, assessments, and resources . Molecular Biology of the Cell , 25 , 3478–3481. [ PMC free article ] [ PubMed ] [ Google Scholar ]
  • Albanese, M. (2000). Problem-based learning: Why curricula are likely to show little effect on knowledge and clinical skills . Medical Education , 34 , 729–738. [ PubMed ] [ Google Scholar ]
  • Allen, D. E., Duch, B. J., Groh, S. E. (1996). The power of problem-based learning in teaching introductory science courses . New Directions for Teaching & Learning , 68 , 43–53. [ Google Scholar ]
  • Andrews, T. M., Leonard, M. J., Colgrove, C. A., Kalinowski, S. T. (2011). Active learning not associated with student learning in a random sample of college biology courses , CBE—Life Sciences Education , 10 , 394–405. [ PMC free article ] [ PubMed ] [ Google Scholar ]
  • Baeten, M., Struyven, K., Dochy, F. (2013). Student-centered teaching methods: Can they optimize students’ approaches to learning in professional higher education? Studies in Educational Evaluation , 39 , 14–22. [ Google Scholar ]
  • Billings, D. M., Halstead, J. A. (2005). Teaching in nursing: A guide for faculty . St. Louis, MO: Saunders. [ Google Scholar ]
  • Bonney, K. M. (2015). Case study teaching method improves student performance and perceptions of learning gains . Journal of Microbiology & Biology Education , 16 ( 1 ), 21–28. [ PMC free article ] [ PubMed ] [ Google Scholar ]
  • Campbell, D. T., Stanley, J. C. (1963). Experimental and quasi-experimental designs for research on teaching . Chicago, IL: Rand McNally College Publishers. [ Google Scholar ]
  • Chen, X. (2015). STEM attrition among high-performing college students: Scope and potential causes . Journal of Technology and Science Education , 5 ( 1 ), 41–59. [ Google Scholar ]
  • Cliff, W. H. (2006). Case-based learning of blood oxygen transport . Advances in Physiological Education , 30 , 224–229. [ PubMed ] [ Google Scholar ]
  • Cliff, W. H., Wright, A. W. (1996). Directed case study method for teaching human anatomy and physiology . Advances in Physiology Education , 15 , 19–28. [ PubMed ] [ Google Scholar ]
  • Colliver, J. A. (2000). Effectiveness of problem-based learning curricula: Research and theory . Academic Medicine , 75 ( 3 ), 259–266. [ PubMed ] [ Google Scholar ]
  • Dochy, F., Segers, M., Van den Bossche, P., Gijbels, D. (2003). Effects of problem based learning: A meta-analysis . Learning and Instruction , 13 , 533–568. [ Google Scholar ]
  • Ejiwale, J. (2013). Barriers to successful implementation of STEM education . Journal of Education and Learning , 7 ( 2 ), 63–74. [ Google Scholar ]
  • Fisher, A. J., Mendoza-Denton, R., Patt, C., Young, I., Eppig, A., Garrell, R.L. (2019). Structure and belonging: Pathways to success for underrepresented minority and women PhD students in STEM fields . PLoS ONE , 14 ( 1 ), e0209279. 10.1371/journal.pone.0209279 [ PMC free article ] [ PubMed ] [ CrossRef ] [ Google Scholar ]
  • Freeman, S., Eddy, S. L., McDonough, M., Smith, M. K., Okoroafor, N., Jordt, H., Wenderoth, M. P. (2014). Active learning increases student performance in science, engineering, and mathematics . Proceedings of the National Academy of Sciences USA , 111 ( 23 ), 8410–8415. [ PMC free article ] [ PubMed ] [ Google Scholar ]
  • Goldhaber, D. D., Brewer, D. J. (1998). When should we reward degrees for teachers? Phi Delta Kappan , 80 ( 2 ), 134–138. [ Google Scholar ]
  • Graham, M. J., Frederick, J., Byars-Winston, A., Hunter, A. B., Handelsman, J. (2013). Increasing persistence of college students in STEM . Science , 341 ( 6153 ), 1455–1456. [ PMC free article ] [ PubMed ] [ Google Scholar ]
  • Greenwald, R. R., Quitadamo, I. J. (2014). A mind of their own: Using inquiry-based teaching to build critical thinking skills and intellectual engagement in an undergraduate neuroanatomy course . Journal of Undergraduate Neuroscience Education , 12 ( 2 ), A100–A106. [ PMC free article ] [ PubMed ] [ Google Scholar ]
  • Hake, R. R. (1998a). Interactive engagement methods in introductory physics mechanics courses . American Journal of Physics , 66 , 1. [ Google Scholar ]
  • Hake, R. R. (1998b). Interactive-engagement versus traditional methods: A six-thousand-student survey of mechanics test data for introductory physics courses . American Journal of Physics , 66 , 64–74. [ Google Scholar ]
  • Halstead, J. A., Billings, D. M. (2005). Teaching and learning in online learning communities . In Billings, D. M., Halstead, J. A. (Eds.), Teaching in nursing: A guide for faculty (pp. 423–439). St. Louis, MO: Elsevier. [ Google Scholar ]
  • Herreid, C. (1998). Sorting potatoes for Miss Bonner: Bringing order to case-study methodology through a classification scheme . Journal of College Science Teaching , 27 ( 4 ), 236–240. [ Google Scholar ]
  • Herreid, C. (2004). Can case studies be used to teach critical thinking? Journal of College Science Teaching , 33 ( 6 ), 12–15. [ Google Scholar ]
  • Herreid, C. (2006). The case study method in the STEM classroom . STEM Innovation and Dissemination , 17 ( 4 ). Retrieved March 13, 2020, from https://journals.iupui.edu/index.php/muj/issue/view/1127 [ Google Scholar ]
  • Herreid, C.F., Schiller, N. A. (2013). Case studies and the flipped classroom . Journal of College Science Teaching , 42 ( 5 ), 62–66. [ Google Scholar ]
  • Herreid, C. F., Schiller, N. A., Herreid, K. F. (2012). Science stories: Using case studies to teach critical thinking . Arlington, VA: NSTA Press. [ Google Scholar ]
  • Hoag, K. A., Lillie, J. K., Hoppe, R. (2005). Piloting case-based instruction in a didactic clinical immunology course . Clinical Laboratory Science , 18 ( 4 ), 213–220. [ PubMed ] [ Google Scholar ]
  • Ingersoll, R., Perda, D. (2010). Is the supply of mathematics and science teachers sufficient? American Educational Research Journal , 47 ( 3 ), 146. [ Google Scholar ]
  • Jozefowicz, R. F. (1994). Neurophobia: The fear of neurology among medical students . Archives of Neurology , 51 ( 4 ), 328–329. [ PubMed ] [ Google Scholar ]
  • Kaddoura, M. A. (2011). Critical thinking skills of nursing students in lecture-based teaching and case-based learning . International Journal for the Scholarship of Teaching and Learning , 5 ( 2 ). 10.20429/ijsotl.2011.050220 [ CrossRef ] [ Google Scholar ]
  • Kaur, S., Kular, P. S., Bassi, R. (2019). Case based learning in cardiovascular physiology for first year medical students . Journal of Evolution of Medical and Dental Sciences , 8 ( 13 ), 1064–1070. [ Google Scholar ]
  • Kennedy, T. J., Odell, M. R. L. (2014). Engaging students in STEM education . Science Education International , 25 ( 3 ), 246–258. [ Google Scholar ]
  • Knight, J. D., Fulop, R. M., Márquez-Magaña, L., Tanner, K. D. (2008). Investigative cases and student outcomes in an upper-division cell and molecular biology laboratory course at a minority-serving institution . CBE—Life Sciences Education , 7 ( 4 ), 382–393. [ PMC free article ] [ PubMed ] [ Google Scholar ]
  • Kulak, V., Newton, G. (2014). A guide to using case-based learning in biochemistry education . Biochemistry and Molecular Biology Education , 42 ( 6 ), 457–473. 10.1002/bmb.20823 [ PubMed ] [ CrossRef ] [ Google Scholar ]
  • Lundeberg, M. A. (2008). Case pedagogy in undergraduate STEM: Research we have, research we need (White paper) . Washington, DC: Board of Science Education. Retrieved March 15, 2020, from https://sites.nationalacademies.org/cs/groups/dbassesite/documents/webpage/dbasse_072622.pdf [ Google Scholar ]
  • Maltese, A. V., Tai, R. H. (2010). Pipeline persistence: Examining the association of educational experiences with earned degrees in STEM among U.S. students . Science Education , 95 ( 5 ), 877–907. [ Google Scholar ]
  • Marsh, H. W., Hau, K. T., Artelt, C., Baumert, J., Peschar, J. L. (2006). OECD’s brief self-report measure of educational psychology’s most useful affective constructs: Cross-cultural, psychometric comparisons across 25 countries . International Journal of Testing , 6 ( 4 ), 311–360. [ Google Scholar ]
  • Mayer, R. E., Moreno, R. (2003). Nine ways to reduce cognitive load in multimedia learning . Educational Psychologist , 38 ( 1 ), 43–52. [ Google Scholar ]
  • McLean, S. F. (2016). Case-based learning and its application in medical and health-care fields: A review of worldwide literature . Journal of Medical Education and Curricular Development , 27 ( 3 ), 39–49. [ PMC free article ] [ PubMed ] [ Google Scholar ]
  • McParland, M., Noble, L., Livingston, G. (2004). The effectiveness of problem-based learning compared to traditional teaching in undergraduate psychiatry . Medical Education , 38 , 859–867. [ PubMed ] [ Google Scholar ]
  • McRae, M. P. (2012). Using clinical case studies to teach biochemistry in a doctoral program: A descriptive paper . Creative Educaiton , 3 ( 7 ), 1173–1176. [ Google Scholar ]
  • Michael, J., Cliff, W., McFarland, J., Modell, H., Wright, A. (2017). The core concepts of physiology . New York, NY: Springer Science. [ Google Scholar ]
  • Nair, S. P., Shah, T., Seth, S., Pandit, N., Shah, G. V. (2013). Case based learning: A method for better understanding of biochemistry in medical students . Journal of Clinical and Diagnostic Research , 7 ( 8 ), 1576–1578. [ PMC free article ] [ PubMed ] [ Google Scholar ]
  • Paas, F., Renkl, A., Sweller, J. (2003a). Cognitive load theory and instructional design: Recent developments . Educational Psychologist , 38 ( 1 ), 1–4. [ Google Scholar ]
  • Paas, F., Renkl, A., Sweller, J. (2004). Cognitive load theory: Instructional implications of the interaction between information structures and cognitive architecture . Instructional Science , 32 , 1–8. [ Google Scholar ]
  • Paas, F., Tuovinen, J. E., Tabbers, H., Van Gerven, P. W. (2003b). Cognitive load measurement as a means to advance cognitive load theory . Educational Psychologist , 38 ( 1 ), 63–71. [ Google Scholar ]
  • Popil, I. (2011). Promotion of critical thinking by using case studies as teaching method . Nurse Education Today , 31 , 204–207. [ PubMed ] [ Google Scholar ]
  • President’s Council of Advisors on Science and Technology. (2012). Engage to excel: Producing one million additional college graduates with degrees in science, technology, engineering, and mathematics . Washington, DC: U.S. Government Office of Science and Technology. [ Google Scholar ]
  • Rhodes, A. E., Rozell, T. G. (2017). Cognitive flexibility and undergraduate physiology students: Increasing advanced knowledge acquisition within an ill-structured domain . Advances in Physiological Education , 41 , 375–382. [ PubMed ] [ Google Scholar ]
  • Savery, J. R. (2015). Overview of problem-based learning: Definitions and distinctions . In Walker, A. E., Leary, H., Hmelo-Silver, C., Ertmer, P. (Eds.), Essential readings in problem-based learning (pp. 5–15). West Lafayette, IN: Purdue University Press. [ Google Scholar ]
  • Seymour, E., Hewitt, N. M. (1997). Talking about leaving: Why undergraduates leave the sciences . Boulder, CO: Westview. [ Google Scholar ]
  • Scott, B. A. N., Mcnair, D. E., Lucas, J. C., Land, K. M. (2017). From gatekeeper to gateway . Journal of College Science Teaching , 46 ( 4 ), 93–99. [ Google Scholar ]
  • Stains, M., Harshman, J., Barker, M. K. (2018). Anatomy of STEM teaching in American universities: A snapshot from a large-scale observation study . Science , 359 ( 6383 ), 1468–1470. [ PMC free article ] [ PubMed ] [ Google Scholar ]
  • Strenta, A. C., Elliot, R., Adair, R., Matier, M., Scott, J. (1994). Choosing and leaving science in highly selective institutions . Research in Higher Education , 35 ( 5 ), 513–547. [ Google Scholar ]
  • Sweller, J., Ayres, P., Kalyuga, S. (2011). Cognitive load theory . New York, NY: Springer Science. [ Google Scholar ]
  • Tavakol, M., Dennick, R. (2011). Post-examination analysis of objective tests . Medical Teacher , 33 ( 6 ), 447–458. [ PubMed ] [ Google Scholar ]
  • Terry, D. R. (2007). Using the case study teaching method to promote college students’ critical thinking skills (Doctoral dissertation, State University of New York at Buffalo) . Retrieved from ProQuest Dissertations Publishing (Publication No. 3277766).
  • Thistlethwaite, J. E., Davies, D., Ekeocha, S., Kidd, J. M., Macdougall, C., Matthews, P., ... Clay, D. (2012). The effectiveness of case-based learning in health professional education. A BEME systematic review: BEME Guide No. 23 . Medical Teacher , 34 , 421–444. [ PubMed ] [ Google Scholar ]
  • Villanueva, M. G., Hand, B. (2011). Science for all: Engaging students with special needs in and about science . Learning Disabilities , 26 ( 4 ), 233–240. [ Google Scholar ]
  • Vilorio, D. (2014). STEM 101: Introduction to tomorrow’s jobs (Occupational Outlook Quarterly) . Retrieved March 23, 2020, from https://www.bls.gov/careeroutlook/2014/spring/art01.pdf
  • Wilke, R. R. (2003). The effect of active learning on student characteristics in a human physiology course for nonmajors . Advances in Physiology Education , 27 ( 4 ), 207–223. [ PubMed ] [ Google Scholar ]
  • Wilson, A., Rhodes, A., Rozell, T. (2017). From twiggy to tubby: The progression of insulin resistance and type II diabetes . National Center for Case Study Teaching in Science. Retrieved May 8, 2020, from https://sciencecases.lib.buffalo.edu/collection/detail.html?case_id=917&id=917 [ Google Scholar ]
  • Wood, W. (2009). Innovations in teaching undergraduate biology and why we need them . Annual Review of Cell Development and Biology , 25 , 93–112. [ PubMed ] [ Google Scholar ]
  • Yadav, A., Lundeberg, M., DeSchryver, M., Dirkin, K. (2007). Teaching science with case studies: A national survey of faculty perceptions of the benefits and challenges of using cases . Journal of College Science Teaching , 37 ( 1 ), 34–39. [ Google Scholar ]
  • Young, J. Q., van Merrienboer, J., Durning, S., Ten Cate, O. (2014). Cognitive load theory: Implications for medical education: AMEE guide no. 86 . Medical Teacher , 36 ( 5 ), 371–384. [ PubMed ] [ Google Scholar ]

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Home » Pros and Cons » 12 Case Study Method Advantages and Disadvantages

12 Case Study Method Advantages and Disadvantages

A case study is an investigation into an individual circumstance. The investigation may be of a single person, business, event, or group. The investigation involves collecting in-depth data about the individual entity through the use of several collection methods. Interviews and observation are two of the most common forms of data collection used.

The case study method was originally developed in the field of clinical medicine. It has expanded since to other industries to examine key results, either positive or negative, that were received through a specific set of decisions. This allows for the topic to be researched with great detail, allowing others to glean knowledge from the information presented.

Here are the advantages and disadvantages of using the case study method.

List of the Advantages of the Case Study Method

1. it turns client observations into useable data..

Case studies offer verifiable data from direct observations of the individual entity involved. These observations provide information about input processes. It can show the path taken which led to specific results being generated. Those observations make it possible for others, in similar circumstances, to potentially replicate the results discovered by the case study method.

2. It turns opinion into fact.

Case studies provide facts to study because you’re looking at data which was generated in real-time. It is a way for researchers to turn their opinions into information that can be verified as fact because there is a proven path of positive or negative development. Singling out a specific incident also provides in-depth details about the path of development, which gives it extra credibility to the outside observer.

3. It is relevant to all parties involved.

Case studies that are chosen well will be relevant to everyone who is participating in the process. Because there is such a high level of relevance involved, researchers are able to stay actively engaged in the data collection process. Participants are able to further their knowledge growth because there is interest in the outcome of the case study. Most importantly, the case study method essentially forces people to make a decision about the question being studied, then defend their position through the use of facts.

4. It uses a number of different research methodologies.

The case study method involves more than just interviews and direct observation. Case histories from a records database can be used with this method. Questionnaires can be distributed to participants in the entity being studies. Individuals who have kept diaries and journals about the entity being studied can be included. Even certain experimental tasks, such as a memory test, can be part of this research process.

5. It can be done remotely.

Researchers do not need to be present at a specific location or facility to utilize the case study method. Research can be obtained over the phone, through email, and other forms of remote communication. Even interviews can be conducted over the phone. That means this method is good for formative research that is exploratory in nature, even if it must be completed from a remote location.

6. It is inexpensive.

Compared to other methods of research, the case study method is rather inexpensive. The costs associated with this method involve accessing data, which can often be done for free. Even when there are in-person interviews or other on-site duties involved, the costs of reviewing the data are minimal.

7. It is very accessible to readers.

The case study method puts data into a usable format for those who read the data and note its outcome. Although there may be perspectives of the researcher included in the outcome, the goal of this method is to help the reader be able to identify specific concepts to which they also relate. That allows them to discover unusual features within the data, examine outliers that may be present, or draw conclusions from their own experiences.

List of the Disadvantages of the Case Study Method

1. it can have influence factors within the data..

Every person has their own unconscious bias. Although the case study method is designed to limit the influence of this bias by collecting fact-based data, it is the collector of the data who gets to define what is a “fact” and what is not. That means the real-time data being collected may be based on the results the researcher wants to see from the entity instead. By controlling how facts are collected, a research can control the results this method generates.

2. It takes longer to analyze the data.

The information collection process through the case study method takes much longer to collect than other research options. That is because there is an enormous amount of data which must be sifted through. It’s not just the researchers who can influence the outcome in this type of research method. Participants can also influence outcomes by given inaccurate or incomplete answers to questions they are asked. Researchers must verify the information presented to ensure its accuracy, and that takes time to complete.

3. It can be an inefficient process.

Case study methods require the participation of the individuals or entities involved for it to be a successful process. That means the skills of the researcher will help to determine the quality of information that is being received. Some participants may be quiet, unwilling to answer even basic questions about what is being studied. Others may be overly talkative, exploring tangents which have nothing to do with the case study at all. If researchers are unsure of how to manage this process, then incomplete data is often collected.

4. It requires a small sample size to be effective.

The case study method requires a small sample size for it to yield an effective amount of data to be analyzed. If there are different demographics involved with the entity, or there are different needs which must be examined, then the case study method becomes very inefficient.

5. It is a labor-intensive method of data collection.

The case study method requires researchers to have a high level of language skills to be successful with data collection. Researchers must be personally involved in every aspect of collecting the data as well. From reviewing files or entries personally to conducting personal interviews, the concepts and themes of this process are heavily reliant on the amount of work each researcher is willing to put into things.

These case study method advantages and disadvantages offer a look at the effectiveness of this research option. With the right skill set, it can be used as an effective tool to gather rich, detailed information about specific entities. Without the right skill set, the case study method becomes inefficient and inaccurate.

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The explosion of generative AI technology over the past year and a half is raising big questions about how these tools will impact higher education. Across Harvard, members of the community have been exploring how GenAI will change the ways we teach, learn, research, and work.

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The Gazette spoke with Anand, Shaw, and Jelinkova to understand more about the work of these groups and what’s next in generative AI at Harvard.

When generative AI tools first emerged, we saw universities respond in a variety of ways — from encouraging experimentation to prohibiting their use. What was Harvard’s overall approach?

Shaw: From the outset, Harvard has embraced the prospective benefits that GenAI offers to teaching, research, and administration across the University, while being mindful of the potential pitfalls. As a University, our mission is to help enable discovery and innovation, so we had a mandate to actively engage. We set some initial, broad policies that helped guide us, and have worked directly with groups across the institution to provide tools and resources to inspire exploration.

Jelinkova: The rapid emergence of these tools meant the University needed to react quickly, to provide both tools for innovation and experimentation and guidelines to ensure their responsible use. We rapidly built an AI Sandbox to enable faculty, students, and staff to experiment with multiple large language models in a secure environment. We also worked with external vendors to acquire enterprise licenses for a variety of tools to meet many different use cases. Through working groups, we were able to learn, aggregate and collate use cases for AI in teaching, learning, administration, and research. This coordinated, collective, and strategic approach has put Harvard ahead of many peers in higher education.

Anand: Teaching and learning are fundamentally decentralized activities. So our approach was to ask: First, how can we ensure that local experimentation by faculty and staff is enabled as much as possible; and second, how can we ensure that it’s consistent with University policies on IP, copyright, and security? We also wanted to ensure that novel emerging practices were shared across Schools, rather than remaining siloed.

What do these tools mean for faculty, in terms of the challenges they pose or the opportunities they offer? Is there anything you’re particularly excited about?

Anand: Let’s start with some salient challenges. How do we first sift through the hype that’s accompanied GenAI? How can we make it easy for faculty to use GenAI tools in their classrooms without overburdening them with yet another technology? How can one address real concerns about GenAI’s impact?

While we’re still early in this journey, many compelling opportunities — and more importantly, some systematic ways of thinking about them — are emerging. Various Harvard faculty have leaned into experimenting with LLMs in their classrooms. Our team has now interviewed over 30 colleagues across Harvard and curated short videos that capture their learnings. I encourage everyone to view these materials on the new GenAI site; they are remarkable in their depth and breadth of insight.

Here’s a sample: While LLMs are commonly used for Q&A, our faculty have creatively used them for a broader variety of tasks, such as simulating tutors that guide learning by asking questions, simulating instructional designers to provide active learning tips, and simulating student voices to predict how a class discussion might flow, thus aiding in lesson preparation. Others demonstrate how more sophisticated prompts or “prompt engineering” are often necessary to yield more sophisticated LLM responses, and how LLMs can extend well beyond text-based responses to visuals, simulations, coding, and games. And several faculty show how LLMs can help overcome subtle yet important learning frictions like skill gaps in coding, language literacy, or math.

Do these tools offer students an opportunity to support or expand upon their learning?

Anand: Yes. GenAI represents a unique area of innovation where students and faculty are working together. Many colleagues are incorporating student feedback into the GenAI portions of their curriculum or making their own GenAI tools available to students. Since GenAI is new, the pedagogical path is not yet well defined; students have an opportunity to make their voices heard, as co-creators, on what they think the future of their learning should look like.

Beyond this, we’re starting to see other learning benefits. Importantly, GenAI can reach beyond a lecture hall. Thoughtful prompt engineering can turn even publicly available GenAI tools into tutorbots that generate interactive practice problems, act as expert conversational aids for material review, or increase TA teams’ capacity. That means both that the classroom is expanding and that more of it is in students’ hands. There’s also evidence that these bots field more questions than teaching teams can normally address and can be more comfortable and accessible for some students.

Of course, we need to identify and counter harmful patterns. There is a risk, in this early and enthusiastic period, of sparking over-reliance on GenAI. Students must critically evaluate how and where they use it, given its possibility of inaccurate or inappropriate responses, and should heed the areas where their style of cognition outperforms AI. One other thing to watch out for is user divide: Some students will graduate with vastly better prompt engineering skills than others, an inequality that will only magnify in the workforce.

What are the main questions your group has been tackling?

Anand: Our group divided its work into three subgroups focused on policy, tools, and resources. We’ve helped guide initial policies to ensure safe and responsible use; begun curating resources for faculty in a One Harvard repository ; and are exploring which tools the University should invest in or develop to ensure that educators and researchers can continue to advance their work.

In the fall, we focused on supporting and guiding HUIT’s development of the AI Sandbox. The Harvard Initiative for Learning and Teaching’s annual conference , which focused exclusively on GenAI, had its highest participation in 10 years. Recently, we’ve been working with the research group to inform the development of tools that promise broad, generalizable use for faculty (e.g., tutorbots).

What has your group focused on in discussions so far about generative AI tools’ use in research?

Shaw: Our group has some incredible strength in researchers who are at the cutting edge of GenAI development and applications, but also includes voices that help us understand the real barriers to faculty and students starting to use these tools in their own research and scholarship. Working with the other teams, we have focused on supporting development and use of the GenAI sandbox, examining IP and security issues, and learning from different groups across campus how they are using these tools to innovate.

Are there key areas of focus for your group in the coming months?

Shaw: We are focused on establishing programs — such as the new GenAI Milton Fund track — to help support innovation in the application of these tools across the wide range of scholarship on our campus. We are also working with the College to develop new programs to help support students who wish to engage with faculty on GenAI-enabled projects. We aim to find ways to convene students and scholars to share their experiences and build a stronger community of practitioners across campus.

What types of administration and operations questions are your group is exploring, and what type of opportunities do you see in this space?

Jelinkova: By using the group to share learnings from across Schools and units, we can better provide technologies to meet the community’s needs while ensuring the most responsible and sustainable use of the University’s financial resources. The connections within this group also inform the guidelines that we provide; by learning how generative AI is being used in different contexts, we can develop best practices and stay alert to emerging risks. There are new tools becoming available almost every day, and many exciting experiments and pilots happening across Harvard, so it’s important to regularly review and update the guidance we provide to our community.

Can you talk a bit about what has come out of these discussions, or other exciting things to come?

Jelinkova: Because this technology is rapidly evolving, we are continually tracking the release of new tools and working with our vendors as well as open-source efforts to ensure we are best supporting the University’s needs. We’re developing more guidance and hosting information sessions on helping people to understand the AI landscape and how to choose the right tool for their task. Beyond tools, we’re also working to build connections across Harvard to support collaboration, including a recently launched AI community of practice . We are capturing valuable findings from emerging technology pilot programs in HUIT , the EVP area , and across Schools. And we are now thinking about how those findings can inform guiding principles and best practices to better support staff.

While the GenAI groups are investigating these questions, Harvard faculty and scholars are also on the forefront of research in this space. Can you talk a bit about some of the interesting research happening across the University in AI more broadly ?

Shaw: Harvard has made deep investments in the development and application of AI across our campus, in our Schools, initiatives, and institutes — such as the Kempner Institute and Harvard Data Science Initiative. In addition, there is a critical role for us to play in examining and guiding the ethics of AI applications — and our strengths in the Safra and Berkman Klein centers, as examples, can be leading voices in this area.

What would be your advice for members of our community who are interested in learning more about generative AI tools?

Anand: I’d encourage our community to view the resources available on the new Generative AI @ Harvard website , to better understand how GenAI tools might benefit you.

There’s also no substitute for experimentation with these tools to learn what works, what does not, and how to tailor them for maximal benefit for your particular needs. And of course, please know and respect University policies around copyright and security.

We’re in the early stages of this journey at Harvard, but it’s exciting.

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Prostate cancer cases worldwide likely to double by 2040, analysis finds

Largest study of its kind predicts 85% increase in deaths from the disease in same period as more men live longer

The number of men diagnosed with prostate cancer worldwide is projected to double to 2.9 million a year by 2040, with annual deaths predicted to rise by 85%, according to the largest study of its kind.

Prostate cancer is already a major cause of death and disability, and the most common form of male cancer in more than 100 countries. But with populations ageing and life expectancy rising globally, a new analysis forecasts a dramatic surge in cases and deaths over the next 15 years.

Diagnoses are projected to increase from 1.4m a year in 2020 to 2.9m by 2040, which will mean about 330 men being told they have the disease every hour.

The number of deaths worldwide is predicted to rise by 85% over the 20-year period, from 375,000 in 2020 to almost 700,000 by 2040. The true death toll will probably be higher, experts say, because of underdiagnosis and missing data in low- and middle-income countries.

The findings were published in the Lancet as part of its landmark commission on prostate cancer, and will be presented at the European Association of Urology’s annual congress in Paris on Saturday.

Ageing populations and increasing life expectancy mean the number of older men worldwide who are living for longer is rising. As the main risk factors for prostate cancer – such as being 50 or older and having a family history of the disease – are unavoidable, experts say it will be impossible to prevent the surge in cases simply via lifestyle changes or public health interventions.

However, wider awareness of the symptoms of the disease, access to testing initiatives, earlier diagnosis, and advances in treatments could still help reduce the burden and save lives, according to the authors of the 40-page report.

“As more and more men around the world live to middle and old age, there will be an inevitable rise in the number of prostate cancer cases,” said Prof Nick James, the lead author of the study. “We know this surge in cases is coming, so we need to start planning and take action now.”

“Evidence-based interventions, such as improved early detection and education programmes, will help to save lives and prevent ill health from prostate cancer in the years to come,” added James, a professor of prostate cancer research at the Institute of Cancer Research, London, and a consultant clinical oncologist at the Royal Marsden NHS foundation trust.

James said there was a global need for new and improved ways to test for the disease, to reduce overdiagnosis and overtreatment while detecting potentially lethal tumours earlier.

Boosting knowledge among men and their families of signs to look for was also key, according to the report.

Symptoms of prostate cancer can include needing to urinate more frequently, often during the night; needing to rush to the toilet; difficulty in starting to pee; feeling that your bladder has not emptied fully, and blood in your urine or semen.

These symptoms do not always mean you have prostate cancer. Many men’s prostates become larger as they get older because of a condition called benign prostate enlargement. Signs that prostate cancer may have spread include testicle, back or bone pain, a loss of appetite, and unintentional weight loss.

Alfred Samuels smiles while wearing a pair of headphones

The study also highlighted the need for more research to better understand prostate cancer in black men, as most research has focused on white men.

Alfred Samuels was 54 when he learned he had advanced prostate cancer in 2012. He had worked in the entertainment industry for three decades, providing security for celebrities including Beyoncé and Bob Dylan – but the shock diagnosis ended his career overnight. Doctors ruled out surgery when tests showed his cancer had spread, and the father of six started to lose hope.

However, he then joined a clinical trial and began treatment with a drug that is now extending the lives of thousands of men worldwide. Twelve years later, Samuels, from Harrow in north-west London, has welcomed six grandchildren to the world and pivoted to a second career raising awareness of cancer research.

“Due to the late stage that my prostate cancer was diagnosed, I wouldn’t be here today if I hadn’t been able to access a clinical trial. It was my lifeline,” said Samuels, now 66. “This report has been a long time coming. Now it needs to be mandatory to record ethnicity in clinical trials, and trials must reflect the ethnic diversity of the population, so that we can find better treatments for people like me.”

Amy Rylance, the head of improving care at the charity Prostate Cancer UK, said the Lancet report was a “a timely call to action”. She added that healthcare systems must do better at recognising those at highest risk: black men and men with a family history of prostate cancer or genetic risk factors such as BRCA variations .

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People make more patient decisions when shown the benefits first

Focusing immediately on the benefits of waiting might help people improve their self-control.

If you had to decide whether to receive $40 in seven days or $60 in 30 days, which would you choose? Your answer could have less to do with whether you are a patient or impatient person than with how the choice is presented, according to a new paper published in Nature Communications .

The research found that first revealing the time delay -- seven to 30 days -- made people tend to prefer the shorter-term, "impatient" option, while first revealing the greater reward of the 30-day option encouraged people to choose the "patient" option of waiting to receive more money. The amount of time allotted to decide also influences their choices, but not always in the way you might expect. In some cases, people were more patient when they had less time to decide.

"The takeaway message is that people can be impatient or exhibit a lack of self-control for many reasons," said corresponding author Ian Krajbich, an associate professor of psychology at UCLA. "It may in part reflect their true patience but it may also be due to attentional biases, like how prominently delay information is presented. Immediately focusing on the benefits of waiting might help people improve their self-control."

Krajbich, who studies the cognitive process by which people make choices, and colleagues at Zhejiang University and Hangzhou Normal University, led by Fadong Chen, asked a total of 353 college student volunteers to choose between patient and impatient alternatives, for example to receive $40 in seven days or $60 in 30 days, by clicking their choice on a computer screen while software tracked and recorded the movements of their mouse. In some cases, participants had to make their decisions in two seconds, in others they had unlimited time or had to wait 10 seconds before choosing. At the end of the study, participants earned money based on one decision.

Whether the mouse shot straight to one of the options or wandered a little as the participant considered their options revealed the order in which they were considering dimensions of the task, and at what point in time their mouse movements were first influenced by either the delays or rewards.

More than half the participants patiently chose the "larger later" option regardless of time constraint:

  • Surprisingly, when given the least time to think about it, they made the most patient decisions. With just two seconds to choose, 65% opted for the "larger later" option.
  • With unlimited time, 59% chose the "larger later" option, as did only 54% of those who had to wait 10 seconds before choosing.
  • But participants who generally favored the "smaller sooner" options showed the opposite pattern, tending to prefer the "larger later" option when they had more time to think about it.

"If you're somebody who focuses on the rewards first, time pressure accentuates that and makes you more patient," Krajbich said. "And if you're a little impatient by nature and focus on delays first, time pressure magnifies that impatience. Time pressure has different effects for different people. It enhances inherent bias."

But the researchers found that they could manipulate that bias by changing how they presented information about the choices.

The researchers then repeated the experiments, but altered how the information was presented, sometimes revealing the delay first and sometimes revealing the rewards first. In these experiments, participants were allowed to make choices at various times, such as after seeing just one piece of information or after seeing them all.

These experiments revealed that when shown the rewards first, participants made more "larger later" choices. When the time delay was presented first, they made more "smaller sooner" choices. People were more patient when they saw rewards before delays.

Research on decision-making has shown that when people are making decisions, they have to evaluate their options over time because they often don't immediately know what to do. Because people have limited attention, they tend to focus on one dimension of the choice at a time.

In the experiments, these two dimensions were delay or reward, and participants tended to consider the amounts first and then the delays, but this varied across people. Those who were less patient in their choices were more likely to consider the delays first.

"If people consider amounts first, they're more likely to choose the patient option, and if they consider the delays first, they're more likely to choose the impatient option. If you're trying to get people to be more patient by getting them to slow down or speed up their decisions, you need to know which dimension they're going to focus on first. That will determine the appropriate intervention," Krajbich said.

The findings could be applied where people are being encouraged to make life choices that will benefit them in the long run, such as eating healthier, exercising or saving for retirement.

"You want to emphasize those future large rewards and try to deemphasize how long it's going to take," Krajbich said. "Try to have the reward information come first."

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Story Source:

Materials provided by University of California - Los Angeles . Original written by Holly Ober. Note: Content may be edited for style and length.

Journal Reference :

  • Fadong Chen, Jiehui Zheng, Lei Wang, Ian Krajbich. Attribute latencies causally shape intertemporal decisions . Nature Communications , 2024; 15 (1) DOI: 10.1038/s41467-024-46657-2

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Blog The Education Hub

https://educationhub.blog.gov.uk/2024/04/02/how-to-claim-15-hours-free-childcare-code/

Thousands of parents of two-year-olds benefit from 15 hours free childcare - here's how

benefits from case study

We’re making the  biggest investment  by a UK government into childcare in history, doubling the amount we expect to spend over the next few years from around £4 billion to around £8 billion each year.  

We've already started to rollout the first phase of the expansion. As of April 2024, eligible parents of children who have turned 2-years-old before 1 April are getting help with their childcare costs by accessing 15 hours of government-funded childcare.

The rollout of support is part of our plan to help families – freeing thousands of couples from having to choose between having a family and a career.

This builds on existing government-funded childcare and later in the year the support will be extended to include some children from when they turn 9-months-old.

  • Currently, eligible working parents of 3 and 4-year-olds can access 30 hours of childcare support.  
  • Eligible working parents of 2-year-olds are also now able to access 15 hours childcare  support.
  • From  September 2024 , 15 hours childcare support will be extended to eligible working parents with a child from 9-months-old.  
  • From  September 2025 , support will reach 30 hours for eligible working parents with a child from 9-months-old up to school age.  

When can I apply?  

Applications are now open for eligible working parents whose children will be 2 or older by the 31 August to receive 15 hours childcare, starting from September 2024.

And from 12 May, eligible working parents whose children will be aged between 9- and 23-months old on 31st August, can apply to receive 15 hours childcare starting from September 2024.

It’s important to remember that codes need to be renewed every three months, so parents applying close to 12 May will need to renew their code prior to the offer starting in September.

You are able to claim your place the term after your child turns the relevant age. This gives local authorities and childcare providers enough time to prepare.

How do I apply?   

You apply online here on   Gov.uk once you have checked our  eligibility criteria .  

You’ll need to make sure you have the following information to hand before starting the application:  

  • your national insurance number (or unique taxpayer reference if you are self-employed)  
  • the date you started or are due to start work  
  • details of any government support or benefits you receive  
  • the UK birth certificate reference number (if you have one) for your child.  

You may find out if you’re eligible straight away, but it can take up to 7 days.  

Once your application has been approved, you’ll get a code to give to your childcare provider.  

Eligible parents are also able to access Tax-Free Childcare through the same application system. You can apply for Tax-Free Childcare at any time. However, you don't need to apply for Tax-Free Childcare to be eligible to apply for the 15 hours childcare scheme.   

What happens once I receive my code?  

Once you receive your code, you’ll need to take it to your childcare provider, along with your National Insurance number and your child’s date of birth.  

Your childcare provider will process the code to provide your place.  

Places will be available for September in every area of the country, but a significant minority of settings hold waiting lists of over six months. If you have a preferred nursery for September, you should reach out now to secure a place for your child ahead of receiving your code.  

Your local authority can provide support for finding a government-funded place in your area.  

What if I’m already registered for Tax Free Childcare?  

Parents must reconfirm that they are still eligible for Tax-Free Childcare every 3 months.  

Parents who are already claiming Tax-Free Childcare and need to reconfirm their eligibility between 1 April and 12 May will be automatically issued a code in the post from HMRC soon after the 12 May.   

This is to ensure every parent can give their code to their provider in good time. This code will be valid to apply for 15 hours of government-funded childcare from September.   

If I receive a code in a letter from HMRC, does this make my code on my Childcare Account invalid?  

No. Both codes will be valid.   

Do I need to wait for my reconfirmation window to add another child to my account?  

A parent who is already using the childcare service for another child can add a new child to their account at any time.  

Your reconfirmation cycle for your current Tax-Free Childcare will not affect this.  

How are you making sure there will be enough childcare places for eligible parents?  

Parents that have a preferred place for September should reach out now to their local provider to secure a physical place for their child ahead of time.  

To make sure there are enough places available, we’re investing over £400 million in 2024-25 to increase the hourly rates paid to local authorities.  

The Institute for Fiscal Studies has independently reported that the average funding rates for two-year-olds and under 2s paid by government from April 2024 are projected to be substantially higher than the market rate paid by parents last year, and we have committed to further increases to provider rates for the next two years.  

We have also committed to increasing hourly funding rates over the next two years by an estimated £500 million, to make sure providers can increase places at each phase of the rollout.    

You may also be interested in:

  • Budget 2023: Everything you need to know about childcare support
  • Before and after school childcare: Everything you need to know about wraparound care
  • Free childcare: How we are tackling the cost of childcare

Tags: 15 hours free childcare , Applying for 15 hours free childcare , Childcare , Free childcare 2024 , Free childcare eligibility , tax-free childcare , When to apply for 15 hour free childcare

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    Case Study Benefits. Image via Flickr by calebmmartin. Case studies can be used on their own or as a complement to other research methods, depending on the situation. The examples above are just a few instances where case studies can be useful. Case studies also work well for the following: Providing Insight Through Qualitative Data

  16. 10 Case Study Advantages and Disadvantages (2024)

    Advantages. 1. In-depth analysis of complex phenomena. Case study design allows researchers to delve deeply into intricate issues and situations. By focusing on a specific instance or event, researchers can uncover nuanced details and layers of understanding that might be missed with other research methods, especially large-scale survey studies.

  17. The case study approach

    A case study is a research approach that is used to generate an in-depth, multi-faceted understanding of a complex issue in its real-life context. It is an established research design that is used extensively in a wide variety of disciplines, particularly in the social sciences. A case study can be defined in a variety of ways (Table.

  18. Doing Case Study Research Collaboratively: The Benefits for Researchers

    The ten-member team was developed in mid-2019 to research the motivations and experiences of graduate-entry MNSc students enrolled in three universities and an Institute of Technology within Australasia and have published their findings in 2021 (Jarden et al., 2021; Macdiarmid et al., 2021b, 2021).The New Zealand team members were located within the North and South Island, and the Australian ...

  19. Value of Case-Based Learning within STEM Courses: Is It the Method or

    In fact, according to McLean (2016), medicine represented almost 73% of published studies, followed by dentistry at 5%, pharmacy at 5%, and nursing at 3%, while published studies detailing the use of case-based learning in mixed, undergraduate courses represented 1.4% of the articles published globally (p. 41).

  20. Top 13 Benefits of Case Studies in Content Marketing

    There are many advantages to using case studies as part of your marketing strategy. Here are the top 13 benefits of case studies in content marketing. 1. Demonstrate Success in a Real-Life Context. A case study is basically a play-by-play of how one of your real-life customers recognized they had a challenge and found what products or services ...

  21. 12 Case Study Method Advantages and Disadvantages

    Even interviews can be conducted over the phone. That means this method is good for formative research that is exploratory in nature, even if it must be completed from a remote location. 6. It is inexpensive. Compared to other methods of research, the case study method is rather inexpensive.

  22. Full article: Benefits realisation: case studies in public major

    The case-study protocol was designed to study empirically the differences and changes of states of benefits through the practices (Gherardi Citation 2012) of change management and disputes around benefits on transformation projects. Our aim was to trace instances of "change" and the effects they have.

  23. Exploring potential benefits, pitfalls of generative AI

    Klara Jelinkova, Bharat Anand, and John Shaw. The Gazette spoke with Anand, Shaw, and Jelinkova to understand more about the work of these groups and what's next in generative AI at Harvard. When generative AI tools first emerged, we saw universities respond in a variety of ways — from encouraging experimentation to prohibiting their use.

  24. Prostate cancer cases worldwide likely to double by 2040, analysis

    The number of men diagnosed with prostate cancer worldwide is projected to double to 2.9 million a year by 2040, with annual deaths predicted to rise by 85%, according to the largest study of its ...

  25. Many meds couldn't prove benefits after speedy FDA nods: study

    However, the exact qualifications for a study to be considered underway are considered on a "case-by-case basis," head of the FDA's Oncology Center of Excellence Richard Pazdur, M.D., said ...

  26. Game Development Resources, Case Studies & Articles

    Read the latest game development guides, e-books, webinars, case studies, as well as other resources for industry experts, in Unity's resource hub.

  27. People make more patient decisions when shown the benefits first

    APA. Chicago. University of California - Los Angeles. "People make more patient decisions when shown the benefits first." ScienceDaily. ScienceDaily, 8 April 2024. <www.sciencedaily.com / releases ...

  28. Using Azure AI Document Intelligence and Azure OpenAI to extract

    Adopting Azure AI Document Intelligence and Azure OpenAI to extract structured data from documents simplifies the challenges of document processing today. This well-rounded solution offers significant benefits over alternatives, removing the requirement to train custom models and improving overall accuracy of data extraction in most use cases.

  29. Thousands of parents of two-year-olds benefit from 15 hours free

    details of any government support or benefits you receive ... Q&As, interviews, case studies, and more. Please note that for media enquiries, journalists should call our central Newsdesk on 020 7783 8300. This media-only line operates from Monday to Friday, 8am to 7pm. Outside of these hours the number will divert to the duty media officer.