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How to Present a Case Study like a Pro (With Examples)

By Danesh Ramuthi , Sep 07, 2023

Okay, let’s get real: case studies can be kinda snooze-worthy. But guess what? They don’t have to be!

In this article, I will cover every element that transforms a mere report into a compelling case study, from selecting the right metrics to using persuasive narrative techniques.

And if you’re feeling a little lost, don’t worry! There are cool tools like Venngage’s Case Study Creator to help you whip up something awesome, even if you’re short on time. Plus, the pre-designed case study templates are like instant polish because let’s be honest, everyone loves a shortcut.

Click to jump ahead: 

What is a case study presentation?

What is the purpose of presenting a case study, how to structure a case study presentation, how long should a case study presentation be, 5 case study presentation examples with templates, 6 tips for delivering an effective case study presentation, 5 common mistakes to avoid in a case study presentation, how to present a case study faqs.

A case study presentation involves a comprehensive examination of a specific subject, which could range from an individual, group, location, event, organization or phenomenon.

They’re like puzzles you get to solve with the audience, all while making you think outside the box.

Unlike a basic report or whitepaper, the purpose of a case study presentation is to stimulate critical thinking among the viewers. 

The primary objective of a case study is to provide an extensive and profound comprehension of the chosen topic. You don’t just throw numbers at your audience. You use examples and real-life cases to make you think and see things from different angles.

The primary purpose of presenting a case study is to offer a comprehensive, evidence-based argument that informs, persuades and engages your audience.

Here’s the juicy part: presenting that case study can be your secret weapon. Whether you’re pitching a groundbreaking idea to a room full of suits or trying to impress your professor with your A-game, a well-crafted case study can be the magic dust that sprinkles brilliance over your words.

Think of it like digging into a puzzle you can’t quite crack . A case study lets you explore every piece, turn it over and see how it fits together. This close-up look helps you understand the whole picture, not just a blurry snapshot.

It’s also your chance to showcase how you analyze things, step by step, until you reach a conclusion. It’s all about being open and honest about how you got there.

Besides, presenting a case study gives you an opportunity to connect data and real-world scenarios in a compelling narrative. It helps to make your argument more relatable and accessible, increasing its impact on your audience.

One of the contexts where case studies can be very helpful is during the job interview. In some job interviews, you as candidates may be asked to present a case study as part of the selection process.

Having a case study presentation prepared allows the candidate to demonstrate their ability to understand complex issues, formulate strategies and communicate their ideas effectively.

The way you present a case study can make all the difference in how it’s received. A well-structured presentation not only holds the attention of your audience but also ensures that your key points are communicated clearly and effectively.

In this section, let’s go through the key steps that’ll help you structure your case study presentation for maximum impact.

Let’s get into it. 

Open with an introductory overview 

Start by introducing the subject of your case study and its relevance. Explain why this case study is important and who would benefit from the insights gained. This is your opportunity to grab your audience’s attention.

Explain the problem in question

Dive into the problem or challenge that the case study focuses on. Provide enough background information for the audience to understand the issue. If possible, quantify the problem using data or metrics to show the magnitude or severity.

Detail the solutions to solve the problem

After outlining the problem, describe the steps taken to find a solution. This could include the methodology, any experiments or tests performed and the options that were considered. Make sure to elaborate on why the final solution was chosen over the others.

Key stakeholders Involved

Talk about the individuals, groups or organizations that were directly impacted by or involved in the problem and its solution. 

Stakeholders may experience a range of outcomes—some may benefit, while others could face setbacks.

For example, in a business transformation case study, employees could face job relocations or changes in work culture, while shareholders might be looking at potential gains or losses.

Discuss the key results & outcomes

Discuss the results of implementing the solution. Use data and metrics to back up your statements. Did the solution meet its objectives? What impact did it have on the stakeholders? Be honest about any setbacks or areas for improvement as well.

Include visuals to support your analysis

Visual aids can be incredibly effective in helping your audience grasp complex issues. Utilize charts, graphs, images or video clips to supplement your points. Make sure to explain each visual and how it contributes to your overall argument.

Pie charts illustrate the proportion of different components within a whole, useful for visualizing market share, budget allocation or user demographics.

This is particularly useful especially if you’re displaying survey results in your case study presentation.

Stacked charts on the other hand are perfect for visualizing composition and trends. This is great for analyzing things like customer demographics, product breakdowns or budget allocation in your case study.

Consider this example of a stacked bar chart template. It provides a straightforward summary of the top-selling cake flavors across various locations, offering a quick and comprehensive view of the data.

Not the chart you’re looking for? Browse Venngage’s gallery of chart templates to find the perfect one that’ll captivate your audience and level up your data storytelling.

Recommendations and next steps

Wrap up by providing recommendations based on the case study findings. Outline the next steps that stakeholders should take to either expand on the success of the project or address any remaining challenges.

Acknowledgments and references

Thank the people who contributed to the case study and helped in the problem-solving process. Cite any external resources, reports or data sets that contributed to your analysis.

Feedback & Q&A session

Open the floor for questions and feedback from your audience. This allows for further discussion and can provide additional insights that may not have been considered previously.

Closing remarks

Conclude the presentation by summarizing the key points and emphasizing the takeaways. Thank your audience for their time and participation and express your willingness to engage in further discussions or collaborations on the subject.

Well, the length of a case study presentation can vary depending on the complexity of the topic and the needs of your audience. However, a typical business or academic presentation often lasts between 15 to 30 minutes. 

This time frame usually allows for a thorough explanation of the case while maintaining audience engagement. However, always consider leaving a few minutes at the end for a Q&A session to address any questions or clarify points made during the presentation.

When it comes to presenting a compelling case study, having a well-structured template can be a game-changer. 

It helps you organize your thoughts, data and findings in a coherent and visually pleasing manner. 

Not all case studies are created equal and different scenarios require distinct approaches for maximum impact. 

To save you time and effort, I have curated a list of 5 versatile case study presentation templates, each designed for specific needs and audiences. 

Here are some best case study presentation examples that showcase effective strategies for engaging your audience and conveying complex information clearly.

1 . Lab report case study template

Ever feel like your research gets lost in a world of endless numbers and jargon? Lab case studies are your way out!

Think of it as building a bridge between your cool experiment and everyone else. It’s more than just reporting results – it’s explaining the “why” and “how” in a way that grabs attention and makes sense.

This lap report template acts as a blueprint for your report, guiding you through each essential section (introduction, methods, results, etc.) in a logical order.

Want to present your research like a pro? Browse our research presentation template gallery for creative inspiration!

2. Product case study template

It’s time you ditch those boring slideshows and bullet points because I’ve got a better way to win over clients: product case study templates.

Instead of just listing features and benefits, you get to create a clear and concise story that shows potential clients exactly what your product can do for them. It’s like painting a picture they can easily visualize, helping them understand the value your product brings to the table.

Grab the template below, fill in the details, and watch as your product’s impact comes to life!

3. Content marketing case study template

In digital marketing, showcasing your accomplishments is as vital as achieving them. 

A well-crafted case study not only acts as a testament to your successes but can also serve as an instructional tool for others. 

With this coral content marketing case study template—a perfect blend of vibrant design and structured documentation, you can narrate your marketing triumphs effectively.

4. Case study psychology template

Understanding how people tick is one of psychology’s biggest quests and case studies are like magnifying glasses for the mind. They offer in-depth looks at real-life behaviors, emotions and thought processes, revealing fascinating insights into what makes us human.

Writing a top-notch case study, though, can be a challenge. It requires careful organization, clear presentation and meticulous attention to detail. That’s where a good case study psychology template comes in handy.

Think of it as a helpful guide, taking care of formatting and structure while you focus on the juicy content. No more wrestling with layouts or margins – just pour your research magic into crafting a compelling narrative.

5. Lead generation case study template

Lead generation can be a real head-scratcher. But here’s a little help: a lead generation case study.

Think of it like a friendly handshake and a confident resume all rolled into one. It’s your chance to showcase your expertise, share real-world successes and offer valuable insights. Potential clients get to see your track record, understand your approach and decide if you’re the right fit.

No need to start from scratch, though. This lead generation case study template guides you step-by-step through crafting a clear, compelling narrative that highlights your wins and offers actionable tips for others. Fill in the gaps with your specific data and strategies, and voilà! You’ve got a powerful tool to attract new customers.

Related: 15+ Professional Case Study Examples [Design Tips + Templates]

So, you’ve spent hours crafting the perfect case study and are now tasked with presenting it. Crafting the case study is only half the battle; delivering it effectively is equally important. 

Whether you’re facing a room of executives, academics or potential clients, how you present your findings can make a significant difference in how your work is received. 

Forget boring reports and snooze-inducing presentations! Let’s make your case study sing. Here are some key pointers to turn information into an engaging and persuasive performance:

• Know your audience : Tailor your presentation to the knowledge level and interests of your audience. Remember to use language and examples that resonate with them.
• Rehearse : Rehearsing your case study presentation is the key to a smooth delivery and for ensuring that you stay within the allotted time. Practice helps you fine-tune your pacing, hone your speaking skills with good word pronunciations and become comfortable with the material, leading to a more confident, conversational and effective presentation.
• Start strong : Open with a compelling introduction that grabs your audience’s attention. You might want to use an interesting statistic, a provocative question or a brief story that sets the stage for your case study.
• Be clear and concise : Avoid jargon and overly complex sentences. Get to the point quickly and stay focused on your objectives.
• Use visual aids : Incorporate slides with graphics, charts or videos to supplement your verbal presentation. Make sure they are easy to read and understand.
• Tell a story : Use storytelling techniques to make the case study more engaging. A well-told narrative can help you make complex data more relatable and easier to digest.

Ditching the dry reports and slide decks? Venngage’s case study templates let you wow customers with your solutions and gain insights to improve your business plan. Pre-built templates, visual magic and customer captivation – all just a click away. Go tell your story and watch them say “wow!”

Nailed your case study, but want to make your presentation even stronger? Avoid these common mistakes to ensure your audience gets the most out of it:

Overloading with information

A case study is not an encyclopedia. Overloading your presentation with excessive data, text or jargon can make it cumbersome and difficult for the audience to digest the key points. Stick to what’s essential and impactful. Need help making your data clear and impactful? Our data presentation templates can help! Find clear and engaging visuals to showcase your findings.

Lack of structure

Jumping haphazardly between points or topics can confuse your audience. A well-structured presentation, with a logical flow from introduction to conclusion, is crucial for effective communication.

Ignoring the audience

Different audiences have different needs and levels of understanding. Failing to adapt your presentation to your audience can result in a disconnect and a less impactful presentation.

Poor visual elements

While content is king, poor design or lack of visual elements can make your case study dull or hard to follow. Make sure you use high-quality images, graphs and other visual aids to support your narrative.

Not focusing on results

A case study aims to showcase a problem and its solution, but what most people care about are the results. Failing to highlight or adequately explain the outcomes can make your presentation fall flat.

How to start a case study presentation?

Starting a case study presentation effectively involves a few key steps:

• Grab attention : Open with a hook—an intriguing statistic, a provocative question or a compelling visual—to engage your audience from the get-go.
• Set the stage : Briefly introduce the subject, context and relevance of the case study to give your audience an idea of what to expect.
• Outline objectives : Clearly state what the case study aims to achieve. Are you solving a problem, proving a point or showcasing a success?
• Agenda : Give a quick outline of the key sections or topics you’ll cover to help the audience follow along.
• Set expectations : Let your audience know what you want them to take away from the presentation, whether it’s knowledge, inspiration or a call to action.

How to present a case study on PowerPoint and on Google Slides?

Presenting a case study on PowerPoint and Google Slides involves a structured approach for clarity and impact using presentation slides :

• Title slide : Start with a title slide that includes the name of the case study, your name and any relevant institutional affiliations.
• Introduction : Follow with a slide that outlines the problem or situation your case study addresses. Include a hook to engage the audience.
• Objectives : Clearly state the goals of the case study in a dedicated slide.
• Findings : Use charts, graphs and bullet points to present your findings succinctly.
• Analysis : Discuss what the findings mean, drawing on supporting data or secondary research as necessary.
• Conclusion : Summarize key takeaways and results.
• Q&A : End with a slide inviting questions from the audience.

What’s the role of analysis in a case study presentation?

The role of analysis in a case study presentation is to interpret the data and findings, providing context and meaning to them. 

It helps your audience understand the implications of the case study, connects the dots between the problem and the solution and may offer recommendations for future action.

Is it important to include real data and results in the presentation?

Yes, including real data and results in a case study presentation is crucial to show experience,  credibility and impact. Authentic data lends weight to your findings and conclusions, enabling the audience to trust your analysis and take your recommendations more seriously

How do I conclude a case study presentation effectively?

To conclude a case study presentation effectively, summarize the key findings, insights and recommendations in a clear and concise manner. 

End with a strong call-to-action or a thought-provoking question to leave a lasting impression on your audience.

What’s the best way to showcase data in a case study presentation ?

The best way to showcase data in a case study presentation is through visual aids like charts, graphs and infographics which make complex information easily digestible, engaging and creative. 

Don’t just report results, visualize them! This template for example lets you transform your social media case study into a captivating infographic that sparks conversation.

Choose the type of visual that best represents the data you’re showing; for example, use bar charts for comparisons or pie charts for parts of a whole. 

Ensure that the visuals are high-quality and clearly labeled, so the audience can quickly grasp the key points. 

Keep the design consistent and simple, avoiding clutter or overly complex visuals that could distract from the message.

Choose a template that perfectly suits your case study where you can utilize different visual aids for maximum impact. 

Need more inspiration on how to turn numbers into impact with the help of infographics? Our ready-to-use infographic templates take the guesswork out of creating visual impact for your case studies with just a few clicks.

Related: 10+ Case Study Infographic Templates That Convert

Congrats on mastering the art of compelling case study presentations! This guide has equipped you with all the essentials, from structure and nuances to avoiding common pitfalls. You’re ready to impress any audience, whether in the boardroom, the classroom or beyond.

And remember, you’re not alone in this journey. Venngage’s Case Study Creator is your trusty companion, ready to elevate your presentations from ordinary to extraordinary. So, let your confidence shine, leverage your newly acquired skills and prepare to deliver presentations that truly resonate.

Go forth and make a lasting impact!

9 Creative Case Study Presentation Examples & Templates

Learn from proven case study presentation examples and best practices how to get creative, stand out, engage your audience, excite action, and drive results.

9 minute read

helped business professionals at:

Short answer

What makes a good case study presentation?

A good case study presentation has an engaging story, a clear structure, real data, visual aids, client testimonials, and a strong call to action. It informs and inspires, making the audience believe they can achieve similar results.

Dull case studies can cost you clients.

A boring case study presentation doesn't just risk putting your audience to sleep—it can actually stifle your growth, leading to lost sales and overlooked opportunities. When your case study fails to inspire, it's your bottom line that suffers.

Interactive elements are the secret sauce for successful case study presentations.

They not only increase reader engagement by 22% but also lead to a whopping 41% more decks being read fully, proving that the winning deck is not a monologue but a conversation that involves the reader.

Benefits of including interactive elements in your case study presentation

More decks read in full

Longer average reading time

In this post, I’ll help you shape your case studies into compelling narratives that hook your audience, make your successes shine, and drive the results you're aiming for.

Let’s go!

How to create a case study presentation that drives results?

Crafting a case study presentation that truly drives results is about more than just data—it's about storytelling, engagement, and leading your audience down the sales funnel.

Here's how you can do it:

Tell a story: Each case study should follow a narrative arc. Start with the problem, introduce your solution, and showcase the results. Make it compelling and relatable.

Leverage data: Hard numbers build credibility. Use them to highlight your successes and reinforce your points.

Use visuals: Images, infographics, and videos can enhance engagement, making complex information more digestible and memorable.

Add interactive elements: Make your presentation a two-way journey. Tools like tabs and live data calculators can increase time spent on your deck by 22% and the number of full reads by 41% .

Finish with a strong call-to-action: Every good story needs a conclusion. Encourage your audience to take the next step in their buyer journey with a clear, persuasive call-to-action.

Here's a visual representation of what a successful case study presentation should do:

How to write an engaging case study presentation?

Creating an engaging case study presentation involves strategic storytelling, understanding your audience, and sparking action. In this guide, I'll cover the essentials to help you write a compelling narrative that drives results.

What is the best format for a business case study presentation?

4 best format types for a business case study presentation:

• Problem-solution case study
• Before-and-after case study
• Success story case study
• Interview style case study

Each style has unique strengths, so pick one that aligns best with your story and audience. For a deeper dive into these formats, check out our detailed blog post on case study format types .

I also recommend watching this video breaking down the 9-step process for writing a case study:

What to include in a case study presentation?

An effective case study presentation contains 7 key elements:

• Introduction
• Company overview
• The problem/challenge
• Your solution
• Customer quotes/testimonials

To learn more about what should go in each of these sections, check out our post on what is a case study .

How to write a compelling narrative for your case study presentation?

Storytelling is the heart of an engaging case study presentation. It involves more than just stringing events together. You should weave an emotional journey that your audience can relate to.

Begin with the challenge —illustrate the magnitude of the problem that was faced. Then, introduce your solution as the hero that comes to the rescue.

As you progress, ensure your narrative highlights the transformative journey from the problem state to the successful outcome.

Here’s our recommended storyline framework:

How to motivate readers to take action?

Based on BJ Fogg's behavior model , successful motivation involves 3 components:

Motivation is all about highlighting the benefits. Paint a vivid picture of the transformative results achieved using your solution. Use compelling data and emotive testimonials to amplify the desire for similar outcomes, therefore boosting your audience's motivation.

Ability refers to making the desired action easy to perform. Show how straightforward it is to implement your solution. Use clear language, break down complex ideas, and reinforce the message that success is not just possible, but also readily achievable with your offering.

Prompt is your powerful call-to-action (CTA), the spark that nudges your audience to take the next step. Ensure your CTA is clear, direct, and tied into the compelling narrative you've built. It should leave your audience with no doubt about what to do next and why they should do it.

Here’s how you can do it with Storydoc:

How to adapt your presentation for your specific audience?

Every audience is different, and a successful case study presentation speaks directly to its audience's needs, concerns, and desires.

Understanding your audience is crucial. This involves researching their pain points, their industry jargon, their ambitions, and their fears.

Then, tailor your presentation accordingly. Highlight how your solution addresses their specific problems. Use language and examples they're familiar with. Show them how your product or service can help them reach their goals.

A case study presentation that's tailor-made for its audience is not just a presentation—it's a conversation that resonates, engages, and convinces.

How to design a great case study presentation?

A powerful case study presentation is not only about the story you weave—it's about the visual journey you create.

Let's navigate through the design strategies that can transform your case study presentation into a gripping narrative.

Add interactive elements

Static design has long been the traditional route for case study presentations—linear, unchanging, a one-size-fits-all solution.

However, this has been a losing approach for a while now. Static content is killing engagement, but interactive design will bring it back to life.

It invites your audience into an evolving, immersive experience, transforming them from passive onlookers into active participants.

Which of these presentations would you prefer to read?

Use narrated content design (scrollytelling)

Scrollytelling combines the best of scrolling and storytelling. This innovative approach offers an interactive narrated journey controlled with a simple scroll.

It lets you break down complex content into manageable chunks and empowers your audience to control their reading pace.

To make this content experience available to everyone, our founder, Itai Amoza, collaborated with visualization scientist Prof. Steven Franconeri to incorporate scrollytelling into Storydoc.

This collaboration led to specialized storytelling slides that simplify content and enhance engagement (which you can find and use in Storydoc).

Here’s an example of Storydoc scrollytelling:

Bring your case study to life with multimedia

Multimedia brings a dynamic dimension to your presentation. Video testimonials lend authenticity and human connection. Podcast interviews add depth and diversity, while live graphs offer a visually captivating way to represent data.

Each media type contributes to a richer, more immersive narrative that keeps your audience engaged from beginning to end.

Prioritize mobile-friendly design

In an increasingly mobile world, design must adapt. Avoid traditional, non-responsive formats like PPT, PDF, and Word.

Opt for a mobile-optimized design that guarantees your presentation is always at its best, regardless of the device.

As a significant chunk of case studies are opened on mobile, this ensures wider accessibility and improved user experience , demonstrating respect for your audience's viewing preferences.

Here’s what a traditional static presentation looks like as opposed to a responsive deck:

Streamline the design process

Creating a case study presentation usually involves wrestling with a website builder.

It's a dance that often needs several partners - designers to make it look good, developers to make it work smoothly, and plenty of time to bring it all together.

Building, changing, and personalizing your case study can feel like you're climbing a mountain when all you need is to cross a hill.

By switching to Storydoc’s interactive case study creator , you won’t need a tech guru or a design whizz, just your own creativity.

You’ll be able to create a customized, interactive presentation for tailored use in sales prospecting or wherever you need it without the headache of mobilizing your entire team.

Storydoc will automatically adjust any change to your presentation layout, so you can’t break the design even if you tried.

Case study presentation examples that engage readers

Let’s take a deep dive into some standout case studies.

These examples go beyond just sharing information – they're all about captivating and inspiring readers. So, let’s jump in and uncover the secret behind what makes them so effective.

What makes this deck great:

• A video on the cover slide will cause 32% more people to interact with your case study .
• The running numbers slide allows you to present the key results your solution delivered in an easily digestible way.
• The ability to include 2 smart CTAs gives readers the choice between learning more about your solution and booking a meeting with you directly.

Light mode case study

• The ‘read more’ button is perfect if you want to present a longer case without overloading readers with walls of text.
• The timeline slide lets you present your solution in the form of a compelling narrative.
• A combination of text-based and visual slides allows you to add context to the main insights.

Marketing case study

• Tiered slides are perfect for presenting multiple features of your solution, particularly if they’re relevant to several use cases.
• Easily customizable slides allow you to personalize your case study to specific prospects’ needs and pain points.
• The ability to embed videos makes it possible to show your solution in action instead of trying to describe it purely with words.

UX case study

• Various data visualization components let you present hard data in a way that’s easier to understand and follow.
• The option to hide text under a 'Read more' button is great if you want to include research findings or present a longer case study.
• Content segmented using tabs , which is perfect if you want to describe different user research methodologies without overwhelming your audience.

Business case study

• Library of data visualization elements to choose from comes in handy for more data-heavy case studies.
• Ready-to-use graphics and images which can easily be replaced using our AI assistant or your own files.
• Information on the average reading time in the cover reduces bounce rate by 24% .

Modern case study

• Dynamic variables let you personalize your deck at scale in just a few clicks.
• Logo placeholder that can easily be replaced with your prospect's logo for an added personal touch.
• Several text placeholders that can be tweaked to perfection with the help of our AI assistant to truly drive your message home.

Real estate case study

• Plenty of image placeholders that can be easily edited in a couple of clicks to let you show photos of your most important listings.
• Data visualization components can be used to present real estate comps or the value of your listings for a specific time period.
• Interactive slides guide your readers through a captivating storyline, which is key in a highly-visual industry like real estate .

Medical case study

• Image and video placeholders are perfect for presenting your solution without relying on complex medical terminology.
• The ability to hide text under an accordion allows you to include research or clinical trial findings without overwhelming prospects with too much information.
• Clean interactive design stands out in a sea of old-school medical case studies, making your deck more memorable for prospective clients.

Dark mode case study

• The timeline slide is ideal for guiding readers through an attention-grabbing storyline or explaining complex processes.
• Dynamic layout with multiple image and video placeholders that can be replaced in a few clicks to best reflect the nature of your business.
• Testimonial slides that can easily be customized with quotes by your past customers to legitimize your solution in the eyes of prospects.

Grab a case study presentation template

Creating an effective case study presentation is not just about gathering data and organizing it in a document. You need to weave a narrative, create an impact, and most importantly, engage your reader.

So, why start from zero when interactive case study templates can take you halfway up?

Instead of wrestling with words and designs, pick a template that best suits your needs, and watch your data transform into an engaging and inspiring story.

Hi, I'm Dominika, Content Specialist at Storydoc. As a creative professional with experience in fashion, I'm here to show you how to amplify your brand message through the power of storytelling and eye-catching visuals.

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Case study presentation: A comprehensive guide

This comprehensive guide covers everything from the right topic to designing your slides and delivering your presentation.

Raja Bothra

Building presentations

Hey there, fellow content creators and business enthusiasts!

If you're looking to take your presentations to the next level, you've come to the right place.

In today's digital age, a powerful case study presentation is your secret weapon to leave a lasting impression on potential clients, colleagues, or stakeholders.

It's time to demystify the art of case study presentations and equip you with the knowledge to create compelling and persuasive slides that showcase your expertise.

What is a case study?

Before we jump into the nitty-gritty details of creating a compelling case study presentation, let's start with the basics. What exactly is a case study? A case study is a detailed analysis of a specific subject, often focusing on a real-world problem or situation. It serves as a valuable tool to showcase your expertise and the impact your solutions can have on real issues.

Case study presentations are not just reports; they are powerful storytelling tools designed to engage your audience and provide insights into your success stories. Whether you're a marketer, a salesperson, or an educator, knowing how to present a case study effectively can be a game-changer for your business.

Why is it important to have an effective case study presentation?

The importance of a well-crafted case study presentation cannot be overstated. It's not just about sharing information; it's about convincing your audience that your product or service is the solution they've been looking for. Here are a few reasons why case study presentations matter:

Generating leads and driving sales

Picture this: a potential customer is exploring your website, trying to figure out if your product or service is the right fit for their needs. An effective case study can be the clincher, demonstrating how your offering has guided other businesses to success. When prospects witness a proven track record of your product or service making a difference, they are more inclined to place their trust in you and forge a partnership. In essence, case studies can be the catalyst that transforms casual visitors into paying customers.

Building credibility and social proof

In the realm of business, credibility is akin to gold. A well-crafted case study is your gateway to establishing authority and unveiling the remarkable value you bring to the table. It's not just you saying you're the best; it's your satisfied clients proclaiming it through their experiences. Every compelling case study is a testimonial in itself, a testament to your capability to deliver tangible results. In essence, it's a vote of confidence from others in your field, and these votes can be a potent motivator for potential clients.

Educating and informing your target audience

Education is a cornerstone of building lasting relationships with your audience. Case studies are an invaluable tool for teaching potential clients about the merits of your product or service and how it can address their specific challenges. They're not just stories; they're lessons, revealing the real-world benefits of what you offer. By doing so, you position your company as a thought leader in your industry and cultivate trust among your audience. You're not just selling; you're empowering your audience with knowledge.

Increasing brand awareness

Your brand deserves to be in the spotlight. Case studies can serve as a beacon, promoting your brand and its offerings across a multitude of platforms. From your website to social media and email marketing, case studies help you amplify your brand's presence and appeal. As you increase your reach and visibility, you also draw the attention of new customers, who are eager to experience the success stories they've read about in your case studies.

Different types of case study presentation

Now that you understand why case study presentations are vital, let's explore the various types you can use to showcase your successes.

Business case studies presentation : Business case studies presentation focus on how your product or service has impacted a specific company or organization. These are essential tools for B2B companies, as they demonstrate the tangible benefits your solution brings to other businesses.

Marketing case studies presentation : If you're in the marketing game, you've probably come across these frequently. Marketing case studies dive into the strategies and tactics used to achieve specific marketing goals. They provide insights into successful campaigns and can be a great resource for other marketers.

Product case studies presentation : For companies that offer products, a product case study can be a game-changer. It shows potential clients how your product functions in the real world and why it's the best choice for them.

KPIs and metrics to add in case study presentation

When presenting a case study, you're not just telling a story; you're also showcasing the concrete results of your efforts. Numbers matter, and they can add significant credibility to your presentation. While there's a vast array of key performance indicators (KPIs) and metrics you can include, here are some that you should definitely consider:

Conversion rate : This metric is a reflection of how effective your product or service has been in driving conversions. It demonstrates the rate at which visitors take the desired actions, whether it's signing up for your newsletter, making a purchase, or any other valuable engagement.

ROI (return on investment) : It's the financial impact that counts, and ROI is the king of financial metrics. It's a clear indicator of how your solution has provided value, showing the return on the investment made by your client.

Engagement metrics : Engaging your audience is a vital part of the puzzle. Metrics like click-through rates and social media interactions reveal how effectively your solution has drawn people in and kept them engaged.

Customer satisfaction : A satisfied customer is a loyal customer. Showcase customer satisfaction scores or even better, let the clients themselves tell their stories through testimonials. These scores and testimonials are potent proof of your ability to meet and exceed expectations.

Sales growth : When applicable, include data on how your solution has catalyzed sales growth. Sales growth is a pivotal indicator of the practical, real-world impact of your product or service.

However, it's important to note that there are some general KPIs and metrics that are commonly used in case study presentations. These metrics are not only universal but also highly effective in conveying the success of your case study:

• Website traffic : The number of visitors to your website over a specified period is an important indicator of the reach and impact of your case study. It shows how many people were interested enough to seek more information.
• Conversion rate : This percentage reveals how successful your website is at converting visitors into taking a desired action. Whether it's signing up for a newsletter, making a purchase, or any other specific action, a high conversion rate signifies effective engagement.
• Customer lifetime value (CLV) : The CLV is a valuable metric, representing the average amount of money a customer spends with your company over their lifetime. It's a testament to the long-term value your product or service provides.
• Average order value (AOV) : The AOV showcases the average amount of money a customer spends in a single transaction. It's a metric that demonstrates the immediate value your solution offers.
• Net promoter score (NPS) : This customer satisfaction metric measures how likely your customers are to recommend your company to others. A high NPS indicates satisfied customers who can become advocates for your brand.

Incorporating these KPIs and metrics not only adds credibility to your case study presentation but also provides a well-rounded view of your success story. It's the data that speaks the loudest and validates the impact of your product or service.

How to structure an effective case study presentation

Structuring an effective case study presentation is essential for conveying information clearly and persuasively to your audience. Whether you're presenting to colleagues, clients, or students, a well-organized case study presentation can make a significant impact. Here are some key steps to structure your case study presentation effectively:

1. Introduction :

Start with a brief introduction that sets the stage for your case study. Explain the context, the purpose of the study, and the key objectives you aim to achieve. This section should pique the audience's interest and provide a clear understanding of what to expect.

2. Background and context :

Provide a comprehensive overview of the background and context of the case study. This might include the industry, company, or problem under consideration. Explain why the case study is relevant and the issues it addresses. Make sure your audience understands the "why" before delving into the details.

3. Problem statement :

Clearly define the problem or challenge that the case study focuses on. This is a critical element as it helps the audience grasp the significance of the issue at hand. Use data and evidence to support your claims and emphasize the real-world impact of the problem.

4. Methodology :

Describe the methods and approach you used to analyze the case. This section should outline your research process, data collection tools , and any methods or frameworks employed. It's important to demonstrate the rigor of your analysis and data sources.

5. Findings and analysis :

Present the key findings and insights from your case study. Use data, charts, graphs, and visuals to make the information more accessible and engaging. Discuss your analysis and provide explanations for the findings. It's crucial to show a deep understanding of the problem and its implications.

6. Solution or action plan :

Outline the solution, recommendations, or action plan you've developed based on your analysis. Explain the rationale behind your proposed solution and how it directly addresses the problem. Include implementation steps, timelines, and any potential obstacles.

7. Results and outcomes :

Highlight the results and outcomes of implementing your solution, if applicable. Use before-and-after comparisons, success metrics, and tangible achievements to illustrate the effectiveness of your recommendations. This helps demonstrate the real-world impact of your work.

8. Lessons learned :

Share any lessons learned from the case study. Discuss what worked well, what didn't, and any unexpected challenges. This reflective element shows that you can extract valuable insights from the experience.

9. Conclusion :

Summarize the key takeaways from your case study and restate its significance. Make a compelling case for the importance of the findings and the applicability of the solution in a broader context.

10. Recommendations and next steps :

Provide recommendations for the future, including any further actions that can be taken or additional research required. Give your audience a sense of what to do next based on the case study's insights.

11. Q&A and discussion :

Open the floor for questions and discussion. Encourage your audience to ask for clarification, share their perspectives, and engage in a constructive dialogue about the case study.

12. References and appendices :

Include a list of references, citations, and any supplementary materials in appendices that support your case study. This adds credibility to your presentation and allows interested individuals to delve deeper into the subject.

A well-structured case study presentation not only informs but also persuades your audience by providing a clear narrative and a logical flow of information. It is an opportunity to showcase your analytical skills, problem-solving abilities, and the value of your work in a practical setting.

Do’s and don'ts on a case study presentation

To ensure your case study presentation hits the mark, here's a quick rundown of some do's and don'ts:

• Use visual aids : Visual aids like charts and graphs can make complex data more digestible.
• Tell a story : Engage your audience by narrating a compelling story.
• Use persuasive language : Convincing your audience requires a persuasive tone.
• Include testimonials : Real-life experiences add authenticity to your presentation.
• Follow a format : Stick to a well-structured format for clarity.

Don'ts:

• Avoid jargon : Keep it simple and free from industry jargon.
• Don't oversell : Be honest about your product or service's capabilities.
• Don't make it too long : A concise presentation is more effective than a lengthy one.
• Don't overload with data : Focus on the most relevant and impactful data.

Summarizing key takeaways

• Understanding case studies : Case studies are detailed analyses of specific subjects, serving to showcase expertise and solution impact.
• Importance of effective case study presentations : They generate leads, build credibility, educate the audience, and increase brand awareness.
• Types of case study presentations : Business, marketing, and product case studies focus on different aspects of impact.
• KPIs and metrics : Key metrics, such as conversion rates, ROI, engagement metrics, customer satisfaction, and sales growth, add credibility.
• Structuring an effective case study presentation : Follow a structured format with an introduction, background, problem statement, methodology, findings, solution, results, lessons learned, conclusion, recommendations, and Q&A.
• Do's : Use visuals, tell a compelling story, use persuasive language, include testimonials, and follow a structured format.
• Don'ts: Use jargon, oversell, make it too long, or overload with unnecessary data.

1. How do I create a compelling case study presentation?

To create a compelling case study presentation, you can use a case study template that will help you structure your content in a clear and concise manner. You can also make use of a case study presentation template to ensure that your presentation slides are well-organized. Additionally, make your case study like a pro by using real-life examples and a professional case study format.

2. What is the best way to present a case study to prospective clients?

When presenting a case study to prospective clients, it's essential to use case study presentation template. This will help you present your findings in a persuasive way, just like a professional presentation. You can also use a powerpoint case study template to make your case study presentation in no time. The length of a case study can vary depending on the complexity, but a well-written case study is key to helping your clients understand the value.

3. Where can I find popular templates to use for my case study presentation?

You can find popular case study presentation powerpoint templates online. These templates are specifically designed to help you create a beautiful case study that will impress your audience. They often include everything you need to impress your audience, from the case study format to the presentation deck. Using templates you can use is one of the best ways to create a case study presentation in a professional and efficient manner.

4. What is the purpose of a case study in content marketing, and how can I use one effectively?

The purpose of a case study in content marketing is to showcase real-world examples of how your product or service has solved a problem or added value to clients. To use a case study effectively, write a case study that features a relevant case study example and use a case study like a pro to make your case. You can also embed your case study within your content marketing strategy to help your clients and prospective clients understand the value your business offers.

5. How can I ensure that my case study presentation stands out as the best in my industry?

To ensure your case study presentation stands out as the best, you can follow a compelling business case study design. Use a case study template that includes everything you need to present a compelling and successful case, just like PowerPoint case study presentations. Make sure your case study is clear and concise, and present it in a persuasive way. Using real-life examples and following the sections in your template can set your presentation apart from the rest, making it the best case study presentation in your field.

Create your case study presentation with prezent

Prezent, the communication success platform designed for enterprise teams, offers a host of valuable tools and features to assist in creating an impactful case study presentation.

• Brand-approved design : With access to over 35,000 slides in your company's brand-approved design, your case study presentation can maintain a consistent and professional look that aligns with your corporate brand and marketing guidelines.
• Structured storytelling : Prezent helps you master structured storytelling by offering 50+ storylines commonly used by business leaders. This ensures your case study presentation follows a compelling and coherent narrative structure.
• Time and cost efficiency : Prezent can save you valuable time and resources. It can help you save 70% of the time required to make presentations and reduce communication costs by 60%, making it a cost-effective solution for creating case study presentations.
• Enterprise-grade security : Your data's security is a top priority for Prezent. With independent third-party assurance, you can trust that your sensitive information remains protected while creating and sharing your case study presentation.

In summary, Prezent empowers you to create a compelling case study presentation by offering personalized audience insights, brand-compliant designs, structured storytelling support, real-time collaboration, efficiency gains, and robust data security. It's a comprehensive platform for achieving communication success in the world of enterprise presentations.

Are you ready to take your case study presentations to the next level?  Try our free trial or book a demo today with Prezent!

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How to write a case study — examples, templates, and tools

It’s a marketer’s job to communicate the effectiveness of a product or service to potential and current customers to convince them to buy and keep business moving. One of the best methods for doing this is to share success stories that are relatable to prospects and customers based on their pain points, experiences, and overall needs.

That’s where case studies come in. Case studies are an essential part of a content marketing plan. These in-depth stories of customer experiences are some of the most effective at demonstrating the value of a product or service. Yet many marketers don’t use them, whether because of their regimented formats or the process of customer involvement and approval.

A case study is a powerful tool for showcasing your hard work and the success your customer achieved. But writing a great case study can be difficult if you’ve never done it before or if it’s been a while. This guide will show you how to write an effective case study and provide real-world examples and templates that will keep readers engaged and support your business.

In this article, you’ll learn:

What is a case study?

How to write a case study, case study templates, case study examples, case study tools.

A case study is the detailed story of a customer’s experience with a product or service that demonstrates their success and often includes measurable outcomes. Case studies are used in a range of fields and for various reasons, from business to academic research. They’re especially impactful in marketing as brands work to convince and convert consumers with relatable, real-world stories of actual customer experiences.

The best case studies tell the story of a customer’s success, including the steps they took, the results they achieved, and the support they received from a brand along the way. To write a great case study, you need to:

• Celebrate the customer and make them — not a product or service — the star of the story.
• Craft the story with specific audiences or target segments in mind so that the story of one customer will be viewed as relatable and actionable for another customer.
• Write copy that is easy to read and engaging so that readers will gain the insights and messages intended.
• Follow a standardized format that includes all of the essentials a potential customer would find interesting and useful.
• Support all of the claims for success made in the story with data in the forms of hard numbers and customer statements.

Case studies are a type of review but more in depth, aiming to show — rather than just tell — the positive experiences that customers have with a brand. Notably, 89% of consumers read reviews before deciding to buy, and 79% view case study content as part of their purchasing process. When it comes to B2B sales, 52% of buyers rank case studies as an important part of their evaluation process.

Telling a brand story through the experience of a tried-and-true customer matters. The story is relatable to potential new customers as they imagine themselves in the shoes of the company or individual featured in the case study. Showcasing previous customers can help new ones see themselves engaging with your brand in the ways that are most meaningful to them.

Besides sharing the perspective of another customer, case studies stand out from other content marketing forms because they are based on evidence. Whether pulling from client testimonials or data-driven results, case studies tend to have more impact on new business because the story contains information that is both objective (data) and subjective (customer experience) — and the brand doesn’t sound too self-promotional.

Case studies are unique in that there’s a fairly standardized format for telling a customer’s story. But that doesn’t mean there isn’t room for creativity. It’s all about making sure that teams are clear on the goals for the case study — along with strategies for supporting content and channels — and understanding how the story fits within the framework of the company’s overall marketing goals.

Here are the basic steps to writing a good case study.

1. Identify your goal

Start by defining exactly who your case study will be designed to help. Case studies are about specific instances where a company works with a customer to achieve a goal. Identify which customers are likely to have these goals, as well as other needs the story should cover to appeal to them.

The answer is often found in one of the buyer personas that have been constructed as part of your larger marketing strategy. This can include anything from new leads generated by the marketing team to long-term customers that are being pressed for cross-sell opportunities. In all of these cases, demonstrating value through a relatable customer success story can be part of the solution to conversion.

2. Choose your client or subject

Who you highlight matters. Case studies tie brands together that might otherwise not cross paths. A writer will want to ensure that the highlighted customer aligns with their own company’s brand identity and offerings. Look for a customer with positive name recognition who has had great success with a product or service and is willing to be an advocate.

The client should also match up with the identified target audience. Whichever company or individual is selected should be a reflection of other potential customers who can see themselves in similar circumstances, having the same problems and possible solutions.

Some of the most compelling case studies feature customers who:

• Switch from one product or service to another while naming competitors that missed the mark.
• Experience measurable results that are relatable to others in a specific industry.
• Represent well-known brands and recognizable names that are likely to compel action.
• Advocate for a product or service as a champion and are well-versed in its advantages.

Whoever or whatever customer is selected, marketers must ensure they have the permission of the company involved before getting started. Some brands have strict review and approval procedures for any official marketing or promotional materials that include their name. Acquiring those approvals in advance will prevent any miscommunication or wasted effort if there is an issue with their legal or compliance teams.

3. Conduct research and compile data

Substantiating the claims made in a case study — either by the marketing team or customers themselves — adds validity to the story. To do this, include data and feedback from the client that defines what success looks like. This can be anything from demonstrating return on investment (ROI) to a specific metric the customer was striving to improve. Case studies should prove how an outcome was achieved and show tangible results that indicate to the customer that your solution is the right one.

This step could also include customer interviews. Make sure that the people being interviewed are key stakeholders in the purchase decision or deployment and use of the product or service that is being highlighted. Content writers should work off a set list of questions prepared in advance. It can be helpful to share these with the interviewees beforehand so they have time to consider and craft their responses. One of the best interview tactics to keep in mind is to ask questions where yes and no are not natural answers. This way, your subject will provide more open-ended responses that produce more meaningful content.

4. Choose the right format

There are a number of different ways to format a case study. Depending on what you hope to achieve, one style will be better than another. However, there are some common elements to include, such as:

• An engaging headline
• A subject and customer introduction
• The unique challenge or challenges the customer faced
• The solution the customer used to solve the problem
• The results achieved
• Data and statistics to back up claims of success
• A strong call to action (CTA) to engage with the vendor

It’s also important to note that while case studies are traditionally written as stories, they don’t have to be in a written format. Some companies choose to get more creative with their case studies and produce multimedia content, depending on their audience and objectives. Case study formats can include traditional print stories, interactive web or social content, data-heavy infographics, professionally shot videos, podcasts, and more.

5. Write your case study

We’ll go into more detail later about how exactly to write a case study, including templates and examples. Generally speaking, though, there are a few things to keep in mind when writing your case study.

• Be clear and concise. Readers want to get to the point of the story quickly and easily, and they’ll be looking to see themselves reflected in the story right from the start.
• Provide a big picture. Always make sure to explain who the client is, their goals, and how they achieved success in a short introduction to engage the reader.
• Construct a clear narrative. Stick to the story from the perspective of the customer and what they needed to solve instead of just listing product features or benefits.
• Leverage graphics. Incorporating infographics, charts, and sidebars can be a more engaging and eye-catching way to share key statistics and data in readable ways.
• Offer the right amount of detail. Most case studies are one or two pages with clear sections that a reader can skim to find the information most important to them.
• Include data to support claims. Show real results — both facts and figures and customer quotes — to demonstrate credibility and prove the solution works.

6. Promote your story

Marketers have a number of options for distribution of a freshly minted case study. Many brands choose to publish case studies on their website and post them on social media. This can help support SEO and organic content strategies while also boosting company credibility and trust as visitors see that other businesses have used the product or service.

Marketers are always looking for quality content they can use for lead generation. Consider offering a case study as gated content behind a form on a landing page or as an offer in an email message. One great way to do this is to summarize the content and tease the full story available for download after the user takes an action.

Sales teams can also leverage case studies, so be sure they are aware that the assets exist once they’re published. Especially when it comes to larger B2B sales, companies often ask for examples of similar customer challenges that have been solved.

Now that you’ve learned a bit about case studies and what they should include, you may be wondering how to start creating great customer story content. Here are a couple of templates you can use to structure your case study.

Template 1 — Challenge-solution-result format

• Start with an engaging title. This should be fewer than 70 characters long for SEO best practices. One of the best ways to approach the title is to include the customer’s name and a hint at the challenge they overcame in the end.
• Create an introduction. Lead with an explanation as to who the customer is, the need they had, and the opportunity they found with a specific product or solution. Writers can also suggest the success the customer experienced with the solution they chose.
• Present the challenge. This should be several paragraphs long and explain the problem the customer faced and the issues they were trying to solve. Details should tie into the company’s products and services naturally. This section needs to be the most relatable to the reader so they can picture themselves in a similar situation.
• Share the solution. Explain which product or service offered was the ideal fit for the customer and why. Feel free to delve into their experience setting up, purchasing, and onboarding the solution.
• Explain the results. Demonstrate the impact of the solution they chose by backing up their positive experience with data. Fill in with customer quotes and tangible, measurable results that show the effect of their choice.
• Ask for action. Include a CTA at the end of the case study that invites readers to reach out for more information, try a demo, or learn more — to nurture them further in the marketing pipeline. What you ask of the reader should tie directly into the goals that were established for the case study in the first place.

Template 2 — Data-driven format

• Start with an engaging title. Be sure to include a statistic or data point in the first 70 characters. Again, it’s best to include the customer’s name as part of the title.
• Create an overview. Share the customer’s background and a short version of the challenge they faced. Present the reason a particular product or service was chosen, and feel free to include quotes from the customer about their selection process.
• Present data point 1. Isolate the first metric that the customer used to define success and explain how the product or solution helped to achieve this goal. Provide data points and quotes to substantiate the claim that success was achieved.
• Present data point 2. Isolate the second metric that the customer used to define success and explain what the product or solution did to achieve this goal. Provide data points and quotes to substantiate the claim that success was achieved.
• Present data point 3. Isolate the final metric that the customer used to define success and explain what the product or solution did to achieve this goal. Provide data points and quotes to substantiate the claim that success was achieved.
• Summarize the results. Reiterate the fact that the customer was able to achieve success thanks to a specific product or service. Include quotes and statements that reflect customer satisfaction and suggest they plan to continue using the solution.
• Ask for action. Include a CTA at the end of the case study that asks readers to reach out for more information, try a demo, or learn more — to further nurture them in the marketing pipeline. Again, remember that this is where marketers can look to convert their content into action with the customer.

While templates are helpful, seeing a case study in action can also be a great way to learn. Here are some examples of how Adobe customers have experienced success.

Juniper Networks

One example is the Adobe and Juniper Networks case study , which puts the reader in the customer’s shoes. The beginning of the story quickly orients the reader so that they know exactly who the article is about and what they were trying to achieve. Solutions are outlined in a way that shows Adobe Experience Manager is the best choice and a natural fit for the customer. Along the way, quotes from the client are incorporated to help add validity to the statements. The results in the case study are conveyed with clear evidence of scale and volume using tangible data.

The story of Lenovo’s journey with Adobe is one that spans years of planning, implementation, and rollout. The Lenovo case study does a great job of consolidating all of this into a relatable journey that other enterprise organizations can see themselves taking, despite the project size. This case study also features descriptive headers and compelling visual elements that engage the reader and strengthen the content.

Tata Consulting

When it comes to using data to show customer results, this case study does an excellent job of conveying details and numbers in an easy-to-digest manner. Bullet points at the start break up the content while also helping the reader understand exactly what the case study will be about. Tata Consulting used Adobe to deliver elevated, engaging content experiences for a large telecommunications client of its own — an objective that’s relatable for a lot of companies.

Case studies are a vital tool for any marketing team as they enable you to demonstrate the value of your company’s products and services to others. They help marketers do their job and add credibility to a brand trying to promote its solutions by using the experiences and stories of real customers.

When you’re ready to get started with a case study:

• Think about a few goals you’d like to accomplish with your content.
• Make a list of successful clients that would be strong candidates for a case study.
• Reach out to the client to get their approval and conduct an interview.
• Gather the data to present an engaging and effective customer story.

Adobe can help

There are several Adobe products that can help you craft compelling case studies. Adobe Experience Platform helps you collect data and deliver great customer experiences across every channel. Once you’ve created your case studies, Experience Platform will help you deliver the right information to the right customer at the right time for maximum impact.

To learn more, watch the Adobe Experience Platform story .

Keep in mind that the best case studies are backed by data. That’s where Adobe Real-Time Customer Data Platform and Adobe Analytics come into play. With Real-Time CDP, you can gather the data you need to build a great case study and target specific customers to deliver the content to the right audience at the perfect moment.

Watch the Real-Time CDP overview video to learn more.

Finally, Adobe Analytics turns real-time data into real-time insights. It helps your business collect and synthesize data from multiple platforms to make more informed decisions and create the best case study possible.

Request a demo to learn more about Adobe Analytics.

https://business.adobe.com/blog/perspectives/b2b-ecommerce-10-case-studies-inspire-you

https://business.adobe.com/blog/basics/business-case

https://business.adobe.com/blog/basics/what-is-real-time-analytics

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Blog / Storytelling / Can you prove it?: how to present a case study. 

Can you prove it?: how to present a case study. 

You’ve been following Buffalo 7’s wisdom for some time, and know all about your audience’s challenges and how you can solve them. But how do you prove it? By learning how to present a case study, that’s how.  

What’s the point of a case study in a presentation? 

The point of a case study is to constructively toot your own horn. It’s one of the few places where you can properly begin to talk about all the great stuff you do in your work, without coming across like an egotistical nightmare. Case studies in your presentation can be used to get your audience excited about working with you. And to demonstrate that you can be trusted – that you’ve been there, done that, and got the undeniable results.  

In fact, 78% of B2B buyers use case studies as an integral part of their pre-purchase research. And the best way to harness this power, using it to your advantage, is to advertise your greatest achievements in a way that resonates with your audience. It’s a very fine line to tread between credible and braggadocious. But that’s where we can help.  

How to present a case study with emotion. 

If you can get your audience to see themselves reflected in your case studies, you’re onto a winner. Once a prospect can picture themselves playing the part of your customer – and all the benefits that brings – a healthy dollop of sunk cost bias will nudge them safely over the line.  

There are other benefits of publishing case studies too. A powerful case study fosters an atmosphere of positive social proof, which is crucial for any brands struggling with their image. Think of satisfied customers as an extra division of your marketing department, just sitting and waiting to be put into action.  

When should I use a case study in a presentation? 

Lots of companies choose to sequester their studies away on their website and hope curious prospects will stumble upon them. We think that’s a waste of a good boasting opportunity. You can benefit from pulling a well-written case study out of the bag at loads of marketing milestones.  

Consider including case studies in places like: persuasive one-off prospect pitches, slick ongoing sales decks, wallet-opening investor presentations, lead-generating marketing presentations, and spotlight-grabbing conference presentations. Basically, almost any presentation you can think of will benefit from a little case study credibility, helping your audience to visualise how great it’ll be to work with you. 

What to include in a case study presentation. 

All the best case studies feature a cunning blend of figures and feelings. But the real impact comes right from the horse’s mouth. If possible, tell your case study story from your client’s point of view. Ask them for just half an hour of their time. Talk with them about their day-to-day lives before working with you. Ask how the process was for them. And, of course, talk about their new world and how much better it is now.  

It’s nothing personal, but your audience is much more likely to believe the results, if someone else is telling them. 

But once you have that information from your client, how do you turn it into a story? We know, we know – we harp on about storytelling all the damned time. But the importance of utilising narrative structure here can’t be understated. And it’s really easy to do. 

What’s the best case study structure? 

There are no hard and fast rules when it comes to the structure of your case study presentation. Every client journey is unique, so – when you present your case study – you should reflect that. Having said that, there are some key ingredients that most case studies need to include to have the greatest impact. And following a set structure just makes the whole thing a lot easier, eh? 

• Set the scene 

Pique your audience’s interest with an emotional hook, setting the scene and getting them invested in the client story. 

Who is the client you’re talking about? What industry do they sit inside? Why should your audience care? Is there any relevant history that your audience could benefit from hearing?  

• What challenges darkened their door? 

Why did they need to hire you? What difficulties were they facing before you came along – either personally or across their industry? Did they have a specific goal they wanted to achieve, with your help? 

• How did your solution save the day? 

What were you able to bring to the table that nobody else could? What unique approach did you use to find your angle of attack?  

One ballsy approach could be to outline any parts that went pear shaped, and how you fixed them. We learn the most valuable lessons rectifying the chaos of a mistake. There’s a certain charm in owning up to your mistakes that will humanise you to your audience. And that never hurts when you’re trying to get them to buy into your service. Just make sure you don’t forget to tell them what you learned, and what’s in place now to ensure it will never happen again. 

• Rustle up some results 

Once you’ve grabbed their attention, drive the weight of the case study home with transformational facts and figures. Demonstrate the real and measurable change your client was able to effect with you by their side.  

Are there any tangible stats you can fling into the faces of your audience members? An increase in traffic? An uptick in sales? A boost in brand visibility?  

If you don’t have any substantial stats, you could frame a picture of the future using the results your service has provided as a springboard. Just make sure to keep them grounded in reality.

When’s the best time to present my case study? 

Again, every audience – and every presentation – is different, but – 90% of the time – the best place for a case study is towards the end of your presentation. By this point, you’ll have pulled on their emotional responses, shown you have a solution that their gut says is perfect for them, but they’ll be looking for something credible to seal the deal. 

Try to move seamlessly from presenting the solution to backing it up with a relevant case study. And you may want to think about including one case study per solution, so that you’re never lacking for proof points.  

How to present a case study slide. 

You’ve written your case study story. You know where it’s going to go in your deck. Now you just need to build the thing.  

Remember that all your presentation principles should still hold true for this portion of your deck. Stick to one big idea per page, minimal on-slide copy, engaging visuals, and rich detail hiding inside the speaker notes. 

Your case study may warrant one slide per stage of the structure. Or all four stages might be more impactful on one. It all depends on how many ideas you’re trying to communicate, and how overwhelming it all could be if smushed together. 

How to present an interactive case study. 

We think every presentation should be as interactive as possible . And if you use PowerPoint as your vehicle for presenting social proof, it’s a breeze to ease in audience participation.  

Rather than just dumping all your case studies onto the testimonials page of your site, you can create a menu in PowerPoint and let your audience choose which study they want to know more about. Or, if they’re not sure, you can use this opportunity to show your understanding of their world and pick for them.  

Using the same case study in multiple places. 

You can get the most mileage out of your marketing by utilising case studies in multiple ways. It’s best practice to have the cut-down, conversational versions a part of your pitch decks, with more static, text-heavy versions on your website . 

You could even take the same assets and create marketing videos for platforms like LinkedIn , Instagram , YouTube , or TikTok – depending on the viewing habits of your prospects.  

The important thing here is to keep all the iterations of your case studies up to the same impeccable standard. You should be able to craft a narrative flow for your audience whether they’re actively being presented to, left to read through a written case study, or browsing through video versions of your testimonials.  

And that means creating bespoke case study presentations, not just using a rubbish template.  

Where to find the best case study templates. 

If we’re being brutally honest, there isn’t a good PowerPoint case study template anywhere. And that’s because every case study is totally unique. The value of a good case study lies in the personalised journey that it takes your audience on.  

Basically, if you want to make an impact, you can’t cut corners. You need to learn how to spot the most emotively accessible story arc in any study. Once you’ve got that nailed down, you can adapt your own bespoke PowerPoint template to tell that story, and it’ll be better – and more on brand – than any downloadable template you can find online.  

And, once you’ve nailed storytelling for case studies, you’ll be able to apply this new-found skill to any persuasive communication. In other words, you’ll be unstoppable. 

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10+ Successful Case Study Presentation Templates

Immerse yourself in a collection of successful case study presentations that inspire and captivate. Check out different types of case study presentation templates tailored for highlighting long-term engagements, successful product implementations, and problem-solving approaches.

Case studies are and will always be an integral part of the business world hence the need for winning case study templates. Whether it is to analyze internal problems and find solutions or convince a client of your capabilities; case study presentations are always involved in the process.

In the following sections, you will understand what goes into making an impactful case study presentation. Using this information, you will find it easy to convince your audience about your solutions, using a well-structured argument.

What Is A Case Study?

A case study is your concise and well-reasoned argument, that talks about the why, how, where, and who, that convinces the audience for your research. Think of it as a solution, to a well-defined question asked of you. Should the company expand in this market? Should we launch this product? What is the reason for our reduced sales? Why are you the best person for the client’s project offering? All these questions are backed by immaculate case study presentations.

This begs the question, when should one do a case study analysis? Some of the scenarios where case studies become necessary are –

• Convincing clients of the benefits of your services and capabilities.
• Analyzing and presenting solutions to internal issues for a company.
• Offering real-life examples to back your arguments.
• Systematic discussion on the viability of an idea, with respect to the effect on the firm (client or self).

The task here is not only to find a solution but also to influence the audience with your findings. Organizing a lot of information in a succinct and engaging manner for your clients and stakeholders is important. Hence, is a need for an excellent case study presentation template.

Features Of Effective Case Study Presentations

A good case study presentation should be:

• Brief and highlight the essentials
• Clear and concise
• Describe your vision clearly
• Demonstrate the value and benefit the project brings to the business or client
• Consistent in style

Key Elements Of A Winning Case Study Presentation

Before we jump into case study examples, let’s understand the effective structure of a good case study presentation template. A good case study design can be generally structured in the following sections:

This section provides a succinct and effective executive summary for corporate leaders to peruse through quickly.READ MORE: How to write an executive summary?

This section of your case analysis template details the purpose of your analysis. This puts together all the problems that you intend to answer through your case study.

The idea description section is the heart of your case study. It is where you detail your solution, explain the reasoning, and describe why your solution is the best one to follow.

Here is where the administration will be convinced that your idea is worth consideration. You need to explain to your audience that what you are proposing, has a considerable impact on their business or project. Or something like – how clients who used your solution, services, or products benefited financially.

In this final section of your case study slide, you discuss all the planning, considerations, risks, and metrics you will need to execute your solution. Or how you conducted the action steps for your clients to achieve the desired results. What were the Project KPIs , issues, and risks, for the managers and how did you mitigate them?

Tips For Excellent Case Study Presentation

Follow the tips below for a successful case study presentation:

• The Key Points
• Icons and Data
• Designing Scientifically
• Content Is King

1. The Key Points

It is important to highlight the key takeaway in your study, throughout your case study. While choosing or designing your PowerPoint template , you should make sure that each section has enough potential to show the key takeaway, which is your strongest argument, in prominence. Look at the case study presentation template below, and see how you cannot miss the key point without going into the entire report.

2. Icons and Data

Nothing backs your arguments more than hard, quantifiable facts. In today’s terminology, we call these facts, data. Use relevant and key data points and present them in a structured manner in your case study PPT to convince the audience.

Further, use understandable PowerPoint icons to summarize and anchor data points, such that they draw direct attention of the viewer. Icons also provide easier readability to the case study template, as one can simply look for the icon to search for the required information.

3. Designing Scientifically

Presentation designing is not only an art but also a part of science. There are well-studied visual design principles , that raise your chances of success.

• Visual Hierarchy:  Use the  principles of visual hierarchy , and create a contrast between the important information, and the background matter, to draw attention to the right material on the page
• Professional Colors:  Use  effective color schemes  that suit the environment and your pitch, to showcase your professionalism. It takes one wrong color, to create the impression of a sloppy firm. A good tip will be to use the monochromatic theme, which is a classic professional color scheme.
• Engaging Visuals:  You can load your pages with a plethora of information, believing that it will convince your audience. But an overload of text and numbers just disinterests the viewer, weakening your case. Hence use engaging visuals, images, icons, graphs, charts, etc., that keep your viewer interested and convey the information without stressing too much of their grey matter .

4. Content is King

While I have mentioned a general structure for case study examples in the previous section, some points should be remembered to create engaging content.

• Research Thoroughly:  It goes without saying that you should keep your research thorough and inclusive. Research the company, the client, the problem statement, the solution, and every single data you have mentioned in your solution. Also be prepared for things that you are not writing about, such as alternate solutions, market changes, legal hassles, and finer details of your proposals. Under-preparedness or false claims will definitely pull the rug from under you!
• Language of the Professionals:  Instead of using passive language like that of a research paper, use active and action-based language. This language should be persuasive, and engaging. For example, instead of writing “customer numbers increased by 10% in the last year”, use “10% more customers choose our services over others, over the last year.” This simple shift makes it more convincing and exciting for the reader.
• Be client-oriented:  Case studies are an effective marketing tool to convince your clients. So, while creating a case study PPT, keep your clients in your mind. Wear their shoes and ask, what is it that they are looking for, and how can you present it right in front of them!

Different Type Of Case Study Presentation Templates

Find below a multitude of attractive, and impactful case study PowerPoint templates that are ready to use, specifically for business professionals:

To highlight a long-term successful engagement with the client

To showcase a successful product implementation with the client

To showcase detailed client engagement

To present a project’s success in a concise manner

To showcase a detailed problem-solving approach

BONUS: Free Case Study Template

Conducting a case study is a delicate yet enormous task, which needs to be performed carefully, and comprehensively. You need to be well aware of the problem you are solving, and bring out the best solution possible for it. A good case study helps you to support your argument, and convince your audience. Following the tips mentioned above, you can create a sharp, professional, and complete case study for your business, which will give impact and strengthen your argument.

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How should a case presentation be structured?

A case study presentation entails a thorough evaluation of a particular subject, which might be an individual, group, place, event, organization, or phenomenon. This study is painstakingly arranged and interactively presented to engage the audience actively. Unlike a standard report or whitepaper, the goal of a case study presentation is to encourage viewers to think critically.

Check our Examples to know more how we research/review/edit case report papers.

A case presentation is a structured way of communicating information about a patient to colleagues or supervisors. It is commonly used in medical and healthcare settings but can be adapted for other fields as well. Here is a general structure for a medical case report presentation:

• Introduction:
• Introduce yourself and your role.
• Provide a brief overview of the patient, including age, gender, and relevant background information.
• Chief Complaint (CC):
• State the reason the patient sought medical attention in their own words.
• Include the duration and any associated symptoms.
• History of Present Illness (HPI):
• Provide a detailed chronological narrative of the current illness, including the onset, progression, and any interventions taken.
• Include relevant positives and negatives.
• Past Medical History (PMH):
• Summarize the patient's past medical conditions , surgeries, and hospitalizations.
• Include any chronic illnesses, medications, and allergies.
• Medications:
• List and briefly describe the patient's current medications, including dosage and frequency.
• Clearly state any allergies the patient has and describe the nature of the reaction.
• Social History:
• Include information about the patient's lifestyle, occupation, habits (smoking, alcohol use, recreational drug use ), and living situation.
• Family History:
• Provide relevant information about the patient's family history, especially regarding genetic or hereditary conditions.
• Review of Systems (ROS):
• Systematically go through each organ system and inquire about symptoms.
• Include both relevant positives and negatives.
• Physical Examination:
• Summarize the findings from the physical examination.
• Include vital signs and any relevant measurements.
• Diagnostic Tests:
• Present the results of any relevant diagnostic tests, such as laboratory results, imaging studies, or procedures.
• Include normal reference ranges for context.
• Assessment:
• Provide a concise summary of the patient's condition, highlighting the most significant issues.
• Use medical case study writing terminology appropriately.
• Outline the proposed plan of action, including immediate and long-term goals.
• Discuss medications, interventions, further diagnostic tests, and follow-up plans.
• Discussion/Impressions:
• Include any differential diagnoses considered and the reasoning behind the final diagnosis.
• Discuss any challenging aspects of the case or areas of uncertainty.
• Summary/Conclusion:
• Summarize the key points of the case presentation .
• Emphasize any important takeaways or learning points.
• Questions/Comments:
• Invite questions or comments from colleagues or supervisors.
• Be prepared to discuss and defend your reasoning.

Remember to adapt the structure based on the specific requirements of your audience and the nature of the case. Keep the presentation clear, concise, and focused on the relevant details.

Check our Blog for guidance on guide to preparing case reports for the Journal of Medical Case Reports

In summary, a well-structured case presentation is essential for effective communication in various professional settings, including healthcare case reports, business, and academia. The presentation should begin with a clear introduction, providing context and setting the stage for the case. The inclusion of relevant background information, followed by a concise presentation of the facts, ensures a comprehensive understanding. The analysis and interpretation of the case should be thorough, highlighting key issues and potential solutions. A structured case report approach to presenting supporting evidence enhances credibility. Finally, a well-crafted conclusion summarizing key takeaways and recommendations leaves a lasting impression. Overall, Pubrica provides a systematically organized case presentation, enhances clarity, facilitates discussion, and ultimately contributes to informed decision-making.

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15.7 Evaluation: Presentation and Analysis of Case Study

Learning outcomes.

By the end of this section, you will be able to:

• Revise writing to follow the genre conventions of case studies.
• Evaluate the effectiveness and quality of a case study report.

Case studies follow a structure of background and context , methods , findings , and analysis . Body paragraphs should have main points and concrete details. In addition, case studies are written in formal language with precise wording and with a specific purpose and audience (generally other professionals in the field) in mind. Case studies also adhere to the conventions of the discipline’s formatting guide ( APA Documentation and Format in this study). Compare your case study with the following rubric as a final check.

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20+ Best Case Study PowerPoint Templates for In-Depth Analysis

In today’s dynamic professional environment, presenting in-depth case studies becomes critical for businesses and individuals alike. This compilation features over 20 of the best PowerPoint templates specifically designed for presenting comprehensive and engaging case studies. Whether you aim to detail the analysis and strategies behind a business decision, or delve into a person’s journey, these assets can streamline your process and elevate your presentation.

Each template is carefully curated, equipped with slides that cater to an array of elements necessary for a persuasive case study – presenting research, displaying data, sharing interviews, and more. With these templates at your disposal, you can easily translate raw information into an insightful and visually appealing narrative.

Available in both free and paid options, these PowerPoint templates encompass a diverse set of designs and formats. Be it a start-up pitch or an academic research presentation, this post brings forward a wide variety of quality tools for crafting impactful case studies.

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Blue case study powerpoint template.

The Blue Case Study PowerPoint Template offers a sleek and modern design, perfect for various presentations. Designed meticulously, this 18-slide multipurpose template allows users to easily edit graphics and texts. It’s user-friendly, simply drag and drop pictures into placeholders. The template, ideal for seminars, webinars, business presentations, arrives with a documentation file and free support. Recommended free web fonts included. Note, preview images aren’t included within download files.

Black & Yellow Study PowerPoint Template

The Black & Yellow Study PowerPoint Template is a sleek, easy-to-use resource perfect for presenting information in an engaging way. With 35 customizable slides, charts and graphs for data representation, and drop-and-drag image placeholders, it balances professional design with practical features. Ideal for students, workers, or any professional who needs to visually communicate information, this template enhances any presentation. Note: preview photos are not included.

Vibrant Case Study PPT Template

Introducing the Vibrant Case Study PPT Template: a modern, versatile tool perfect for enhancing business presentations, project pitches and lookbook slides. Features include a 16:9 widescreen format, resizable and editable graphics, and a convenient drag & drop picture placeholder. The package comes with PowerPoint and XML files, as well as a helpful guidance file. Please note, images are not included.

Stylish Case Study PowerPoint Template

The Stylish Case Study PowerPoint Template by Decentrace is a clean, contemporary, and professional-grade deck design perfect for various business endeavours. Whether it’s a case study proposal, a sales report, or a startup pitch, this template, boasting of 25 total slides, resizable graphics, and free fonts, is an excellent tool. It comes with a handy help file and allows for easy image placement. However, images shown are just previews and not included in the file.

Case Study PowerPoint Template

The Case Study PowerPoint Template by RRGraph Design is an all-inclusive tool for enhancing your business presentations. With 30 unique slides, 90+ customizable XML files, and options for light and dark backgrounds, it transforms every stage of your business development into engaging visual stories. Handmade infographics give an authentic touch to your brand’s narrative. Please note, image stocks are not included.

Case Study Presentation Template

The Case Study Presentation Template is a professional PowerPoint template designed to enhance the quality of your next presentation. It comes with a helpful ‘Read Me’ text file and includes 30 easily customizable slides in seven different color themes. Despite the absence of images, its organization into named groups and ability to change size, recolor, and more make it a highly versatile asset.

Buminas Case Study PowerPoint Template

The Buminas Case Study PowerPoint Template is a clear, versatile tool that can be used for a wide range of business presentations including finance, marketing, management, and many more. Its features include 30 unique, easily editable slides, free web fonts, and widescreen ratio. Keep in mind, demo images are for preview purposes only and are not included in the files.

Fun Case Study Presentation Template

The Fun Case Study Presentation Template is a unique yet professional choice for those needing a clean, creative and straightforward template. It features more than 20 unique slides, theme color options, resizable graphics and drag and drop photo replacement. The full HD 16:9 ratio and the minimal design make your presentation visually appealing. Easy to customize in Microsoft PowerPoint to match your personal or company brand.

Purple Case Study PowerPoint Template

The Purple Case Study PowerPoint Template offers a professional style that is easy to fully customize according to your preferences. Offered in both a dark version and a light version, this template is editable in PowerPoint format files, allowing you to alter images, colours, and text. It also features unique font themes, a color scheme, image placeholders, and free font use. Please note, preview and image stocks are not included.

Case Study Finance PowerPoint Template

The Case Study Finance PowerPoint Template offers a sleek and professional look for various presentations. It’s great for financial reports, business meetings, project pitches, and other uses. With 30 unique slides, a light background, and all graphics being resizable and editable, this versatile tool makes it easy to customize your presentation. The package also includes XML files, an icon pack, and a help file. Note: Image stocks are not included.

Study Case PowerPoint Template

The Study Case PowerPoint Template is a flexible and creative asset perfect for both corporate and personal presentations. Boasting a clean, elegant design with 60 total slides – split evenly between light and dark versions – all in a widescreen 16:9 ratio. This user-friendly template, including master slide layouts and a free font, can enhance your presentations, potentially attracting more customers. Note: Images used in preview not included.

Case Study PowerPoint Presentation

The Case Study PowerPoint Presentation is a versatile and interactive creative template that is easily customizable. Crafted for a wide range of uses, from academic presentations to innovative team projects, you can personalize elements like text, images, and colors. Offering over 125 slides, 5 predefined color variations, animations, infographic icons, and an easy drag-and-drop picture replacement, it’s compatible with all versions of PowerPoint. Please note, original template images are not included.

Cestudy Case Study PowerPoint Template

The CeStudy Case Study PowerPoint Template is a resourceful tool designed to amplify your company’s presentations. It comes with 26 distinctive slides, features such as resizable and editable graphics, easy-to-edit colors, and a wide screen ratio. Supported by free, prompt customer service, this template also provides provisions for drag and drop images, enhancing the beauty and creativity of your content.

Acropolis Case Study PowerPoint Template

The Acropolis Case Study PowerPoint Template, provided by RRGraph Design, is an extensive asset for your presentations. With 45 unique slides, over 90 custom theme colors, and options for light or dark backgrounds, this template is fully customizable. It also includes handmade infographics to enhance your storytelling. Designed to accompany your business development stages, it’s a great tool for project presentations and brand recognition.

Casevoke Case Study PowerPoint Template

The Casevoke Case Study PowerPoint Template is a versatile presentation resource suitable for various purposes, including case studies, research, reports, and proposals. It offers 30 easily-editable master slides with 16:9 widescreen ratio, customizable graphics, a placeholder for pictures, and an included data chart. The usage of recommended free web fonts ensures an aesthetically appealing presentation. Please note, images in the demo are for preview purposes only.

Busca Business Case Study PowerPoint

The Busca Business Case Study PowerPoint is a universally adaptable presentation template, perfect for a spectrum of uses – from creative agencies and corporate business profiles to personal portfolios and start-ups. This asset, featuring 30 easily editable slides available in three color options, boasts a 16:9 wide screen ratio and a simple drag-and-drop mechanism. Please note, demo images are for preview only and not included in the file.

Bresky Case Study PowerPoint Template

The Bresky Case Study PowerPoint Template offers a sleek and unique design for a variety of presentation needs. With 25 slides that have been carefully created for aesthetic appeal and usability, it’s a versatile choice for any business, portfolio or branding project. Easy to use and customizable, it focuses on strong typography and incorporates unique mockup devices and portfolio slides, providing a professional and modern feel to any presentation.

Minimal Case Study PowerPoint Template

The Minimal Case Study PowerPoint Template is a versatile and user-friendly tool. Ideal for creative agencies, startups, corporations and more, it features 15 customizable slides and easy-to-edit elements. It has an intuitive drag-and-drop image feature, and the text, photos, shapes and colors are all easily adjustable. The template comes in a 16:9 ratio and uses free fonts. Note, images aren’t included.

Case Study and Education PowerPoint Template

The Case Study and Education PowerPoint Template offers a professional, ultra-modern design for educational and academic presentations. With 20 resizable and editable slides, this versatile template can be used for any topic, from school research projects to management seminars. With user-friendly features like drag-and-drop picture placeholders, free web fonts, and wide screen ratio, creating an engaging presentation becomes effortless.

Case Study Powerpoint Template is a sleek and professional presentation asset well-suited for those aiming for a clean, creative, and unique style. It features over 20 unique slides, a customizable color palette to match your brand, and is fully editable with easy-to-use drag and drop functions. With its high quality, resizable vector elements and free fonts, it’s an accessible tool to elevate your presentations.

Case Study Business PowerPoint Template

The Case Study Business PowerPoint Template is a sleek, minimalist style presentation tool ideal for various needs such as business proposals, lookbooks, and project pitches. With 30 unique slides, light and dark backgrounds, resizable graphics, and a drag & drop image feature, it offers versatility and ease of use. The package includes PowerPoint files, color schemes, a help file, and an icon pack, although images must be supplied separately.

The Case Study Presentation Template is a unique, clean, and professional PowerPoint tool perfect for creating captivating presentations. With over 20 unique, easy-to-edit slides, a full HD 16:9 ratio, and a master slide layout allowing easy photo replacement, this asset is a time-saver. The minimalistic and creative design makes for engaging presentations that align with your brand’s aesthetics.

Scilast Study Case Lab Template PowerPoint

The Scilast Study Case Lab Template PowerPoint is a versatile and artistically designed presentation tool. Perfect for both corporate and individual presentations, it boasts of a total of 60 slides, with an equal mix of light and dark themes to suit your style. It’s easily customizable with a widescreen ratio of 16:9 and includes master slide layouts. Please note, images used in previews are not included.

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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."

Cara Lustik is a fact-checker and copywriter.

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."

Home Blog Business A Guide for Case Study Interview Presentations

A Guide for Case Study Interview Presentations

You’ve been called for an interview at your dream firm and spent the entire night rote learning policies, laws, and theories to impress the panel of interviewers with your ability to retain knowledge. However, when the interview presentation begins, contrary to your expectations of being asked to recall the information you’ve memorized, you are handed a piece of paper, which entails details about a financial embezzlement scandal. You are instructed to analyze the document and provide solutions to the problems mentioned at the end of the document.

The above-mentioned hypothetical situation is an example of a case study interview, often used by professional services firms to assess and hire applicants.

Table of Contents

What is a case study interview?

Why a case study interview, format of a case study interview, non-profitability cases, startup and early stage ventures, market sizing framework, profitability framework, market study framework, merger & acquisition cases framework.

• Example Scenario 1

Example Scenario 2

A case study interview is one in which the candidate is interviewed about a scenario-based business organizational challenge that the company may have experienced. The case interview allows candidates interested in a career in consulting to exhibit their analytical, communication, and reasoning abilities. The case study interviews are constructed in such a way that they aid in identifying key issues in order to develop effective solutions. ( LSE )

To gauge a potential employee’s ability to apply theoretical knowledge to real-world situations and develop workable answers in a constrained amount of time, interviewers use the case study interview method. Big market players, like McKinsey, Deloitte, or Bain and company, use case studies in their job interviews . The interviewer may measure a candidate’s ability not just to grasp technical elements of a real-life problem, but also to come up with creative solutions, by asking case study questions.

Case study interviews are often carried out in one of two ways, depending on the goals and specifications of the company conducting the interview.

• Interviewer-led interview
• Candidate led Interview

Interviewer led

During a case study interview, the interviewer is the one who sets the tone, pace, and overall structure. It is a highly structured interview where the candidate should be prepared for a sudden change of style depending on the interviewer. The interviewer continues asking questions they’ve already prepared regardless of the candidate’s answers.

Candidate led

In contrast to an interviewer-led, a candidate-led is less regimented, and the candidate takes the wheel. They are expected to shape the Interview from start to finish. In this case, the candidate’s answers determine the line of questions. It is convenient for a firm to assess if an individual can handle situations independently by conducting a candidate-led interview.

In the final section, we’ve provided candidate- and interviewer-led interview cases in our examples.

Archetypes of Case Study Interviews

Not every case study interview is centered on profit or revenue-generating scenarios. The interviewer may begin with a case of Non-Profitability. The analyzed organization might face a challenge to reach an objective. It requires a situation analysis in order to provide a diagnosis. The candidate will run the analysis, provide a diagnosis, and based on it will define a strategy to overcome the challenge and reach the objective. 

During the case interview, the focus is on strategic issues and recommendations for developing an industry’s environment while dealing with challenges. Regulations, consumer preferences, and more might all fall under this umbrella. Here, a SWOT analysis is useful in identifying the competitive landscape.

Taking into account the emerging Industrial Revolution 4.0 startup boom. The interviewer will most likely use this as an example in your case study interview. Market entry cases are comparable to startup, and early venture case studies, except the company, is smaller and employs fewer people. One must have a strong product or service in order to have a foothold in the market with significant profit margins.

The case study discussion should focus on the following three areas: the right people, the right problem, and the right solution. A minimum viable product and a well-thought-out business strategy are necessary. Startups are more likely to be agile and successful when these three characteristics are present.

In a market sizing question, commonly known as ‘guesstimate,’ the candidate is asked to estimate the size of a market randomly selected by the interviewer with little or no data available. Market size questions should be approached by segmenting data and adapting the MECE technique. In a case study interview, you may also solve market sizing problems by using the issue decision tree .

 Case study interview questions can be the following:

• Estimate the market size of frozen foods in a suburban area of Melbourne.
• How many individuals are currently consuming vitamin water in China?

Every firm’s ultimate goal is to earn profits; therefore, the profitability framework seeks to identify whether the candidate can correctly assess the cause of decreased profitability or ways of increasing profitability. Candidates are usually provided with names, figures, and facts to answer questions pertaining to different aspects of profitability.

A market study framework generally aids in determining an individual’s ability to assess market factors like market entry potential, revenue growth, and market share.

In order to construct a framework for a market study in a case interview, the candidate must focus on five components. The market, rivals, customers, your firm, and your product/service are all included. This market analysis methodology necessitates the candidate to ask further clarifying questions on the financial and profitability impact on the company in discussion.

The merger and acquisition cases framework is considered one of the most accurate judges of the candidate’s potential as it deals with all major components of market analysis, including but not limited to market sizing, profitability, and market study factors. These case study interview questions usually deal with whether or not two or more companies should opt for a merger/acquisition.

When addressing an M&A case, three components should be taken into account: the synergies between the two organizations, the integration of talent, technology, and so on, and regulatory approvals.

Case Study Interview Example Scenario 1

Objective: Country X is situated in Asia and has a population of 20 million. It is developing a national action plan to transform its education system. It wants to improve the quality and quantity of children’s education. The objective is to advise the client on transforming their education system.

Description: Country X is a developing nation of 20 million residents and has emerged as a free market economy after spending decades under communism. The Country aspires to have an economic action plan for transforming education. The schooling system in Country X is completely public (state managed) and has government-run schools spread throughout the Country. Children are admitted from age 5 to 18. The objective is to evaluate the current state of the education system and how it can meet the aspirations of the Government. 

This type of scenario mostly follows an interviewer-led approach. This falls under the Non-Profitability case study example. The primary purpose is to examine the issue from the top-down approach to get a higher-level view. Initially, qualitative analysis is performed.

• The interviewer will first ask how you intend to analyze and evaluate the problem’s underlying issues.

An approach is to structure the response into three sections. A PowerPoint slide with a clear bifurcation of these three sections can be presented under a separate heading.

The initial section should emphasize some quantitative metrics of education. This encompasses observations such as how age, gender, and geography affect access to education. How many teachers are working in schools around the region? How much is spent on healthcare?

The second component is the quality of education, including the curriculum, teaching methods, etc. The second question is quantitative and requires analysis of a table containing distinct informational values relative to competitor nations.

A third element of the analysis could be to understand the effect of education in Country X’s economics objectives.

You will be provided with a table with figures for the number of pupils and teachers, health care expenditure, student-to-teacher ratio, etc. You will be expected to evaluate competitor values in comparison to Country X. Among the observations that can be made are how Country X compared to other nations regarding health care spending and the student-to-teacher ratio. The table values can be interpreted as, e.g., Country X has the highest education expenditure but has the lowest student-to-pupil ratios. All this information can be presented using SlideModel PowerPoint templates .

Comparing the observation to international standards is another way of acquiring a deeper understanding of the provided data. Because only 15 percent of Country X’s population is enrolled in school, the question is how many schools should be opened given that Country Y surpasses Country X in an international comparison. To solve such a puzzle, you will use comparable data to compute the number of schools utilizing population and school information from the provided data. This will assist you in determining a solid number to present in the Interview. The final number can be presented as a percentage or an absolute number in a much larger font on the ppt slide. SlideModel has a variety of case study templates you can choose from to showcase your result in a much more engaging manner.

These two approaches for the qualitative and quantitative aspects of the case Interview enable us to cover the fundamentals of a case study interview. 

Objective: Client Y is about to launch a new phone and desires to determine the size of the Apple product market. The objective is to determine how many iPhones Apple sells in the United States annually.

Description: Client X seeks an analysis of the current market size of the iPhone, its primary rival in the mobile phone industry. The current population of the United States is 320 million, and iPhone has a very large client base in the Country. The client requests that you calculate a number that provides a reliable estimate of the size of the iPhone market in the United States.

We will use a Three-step technique for a market size example to tackle this problem.

Step 1: Formulate the right question

To define market size, asking appropriate clarifying questions is a must. It is useful to define what the market size is and how to give a proper estimate for the market segment based on the given information.

For example:

Are we concentrating on a single iPhone model or the entire lineup?

Is it simply applicable to the United States, or do we also need to estimate worldwide iPhone sales through the US outlet?

After asking the appropriate clarifying questions, you can formulate a coherent strategy.

Step 2: Building a Framework

There are two sorts of problem-solving strategies for gauging the market questions. The top-down method and the bottom-up method.

The appropriate and easy way to solve this is to utilize top-down methodology and show it via an Issue tree. Using the MECE (Mutually conclusive and Collectively exhaustive) technique , an issue tree is a logical tree that may be depicted graphically to address difficult business challenges. It is quite common in market size questions. On the SlideModel website, you will discover a choice of templates for creating an excellent visual tool, i.e., The Issue/Logic tree.

You might convey it by beginning with the United States 320 million people.

Determine what proportion of phones are iPhones.

Identifying the frequency with which an individual purchases an iPhone each year.

And determine the number of iPhones sold based on the frequency and quantity of iPhone owners.

Step 3: Estimating and making assumptions

The estimated population of the United States is 320 million. Assuming that 75 percent of the United States population possesses a mobile phone and 30% are iPhone users because the number of smartphone users has multiplied in the digital era, we obtain: 

75 % x 320 million = 240 million Mobile Phone users.

30 % x 240 million = 72 million iPhone users.

Again, we suppose that each of these 72 million people buys an iPhone every two years. A single client will acquire one iPhone 0.5 times in a year.

Therefore, 0.5 times 72 million is 36 million iPhone sales.

To estimate the size of the iPhone market in the United States, we might assume the average iPhone price is $100.

By calculating the cost by the number of units sold a year, we get:

$100 x 36,000,000 = $3.6 billion USD.

Therefore, the annual market size for apple goods is $3.6 billion.

Calculations and estimations utilizing the said frameworks require practice and findings. SlideModel will assist you in organizing your framework and offer you visual tools to successfully convey your findings to the interviewer.

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Case study: 33-year-old female presents with chronic sob and cough.

Sandeep Sharma ; Muhammad F. Hashmi ; Deepa Rawat .

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Last Update: February 20, 2023 .

• Case Presentation

History of Present Illness:  A 33-year-old white female presents after admission to the general medical/surgical hospital ward with a chief complaint of shortness of breath on exertion. She reports that she was seen for similar symptoms previously at her primary care physician’s office six months ago. At that time, she was diagnosed with acute bronchitis and treated with bronchodilators, empiric antibiotics, and a short course oral steroid taper. This management did not improve her symptoms, and she has gradually worsened over six months. She reports a 20-pound (9 kg) intentional weight loss over the past year. She denies camping, spelunking, or hunting activities. She denies any sick contacts. A brief review of systems is negative for fever, night sweats, palpitations, chest pain, nausea, vomiting, diarrhea, constipation, abdominal pain, neural sensation changes, muscular changes, and increased bruising or bleeding. She admits a cough, shortness of breath, and shortness of breath on exertion.

Social History: Her tobacco use is 33 pack-years; however, she quit smoking shortly prior to the onset of symptoms, six months ago. She denies alcohol and illicit drug use. She is in a married, monogamous relationship and has three children aged 15 months to 5 years. She is employed in a cookie bakery. She has two pet doves. She traveled to Mexico for a one-week vacation one year ago.

Allergies:  No known medicine, food, or environmental allergies.

Past Medical History: Hypertension

Past Surgical History: Cholecystectomy

Medications: Lisinopril 10 mg by mouth every day

Physical Exam:

Vitals: Temperature, 97.8 F; heart rate 88; respiratory rate, 22; blood pressure 130/86; body mass index, 28

General: She is well appearing but anxious, a pleasant female lying on a hospital stretcher. She is conversing freely, with respiratory distress causing her to stop mid-sentence.

Respiratory: She has diffuse rales and mild wheezing; tachypneic.

Cardiovascular: She has a regular rate and rhythm with no murmurs, rubs, or gallops.

Gastrointestinal: Bowel sounds X4. No bruits or pulsatile mass.

• Initial Evaluation

Laboratory Studies:  Initial work-up from the emergency department revealed pancytopenia with a platelet count of 74,000 per mm3; hemoglobin, 8.3 g per and mild transaminase elevation, AST 90 and ALT 112. Blood cultures were drawn and currently negative for bacterial growth or Gram staining.

Chest X-ray

Impression:  Mild interstitial pneumonitis

• Differential Diagnosis
• Aspiration pneumonitis and pneumonia
• Bacterial pneumonia
• Immunodeficiency state and Pneumocystis jiroveci pneumonia
• Carcinoid lung tumors
• Tuberculosis
• Viral pneumonia
• Chlamydial pneumonia
• Coccidioidomycosis and valley fever
• Recurrent Legionella pneumonia
• Mediastinal cysts
• Mediastinal lymphoma
• Recurrent mycoplasma infection
• Pancoast syndrome
• Pneumococcal infection
• Sarcoidosis
• Small cell lung cancer
• Aspergillosis
• Blastomycosis
• Histoplasmosis
• Actinomycosis
• Confirmatory Evaluation

CT of the chest was performed to further the pulmonary diagnosis; it showed a diffuse centrilobular micronodular pattern without focal consolidation.

On finding pulmonary consolidation on the CT of the chest, a pulmonary consultation was obtained. Further history was taken, which revealed that she has two pet doves. As this was her third day of broad-spectrum antibiotics for a bacterial infection and she was not getting better, it was decided to perform diagnostic bronchoscopy of the lungs with bronchoalveolar lavage to look for any atypical or rare infections and to rule out malignancy (Image 1).

Bronchoalveolar lavage returned with a fluid that was cloudy and muddy in appearance. There was no bleeding. Cytology showed Histoplasma capsulatum .

Based on the bronchoscopic findings, a diagnosis of acute pulmonary histoplasmosis in an immunocompetent patient was made.

Pulmonary histoplasmosis in asymptomatic patients is self-resolving and requires no treatment. However, once symptoms develop, such as in our above patient, a decision to treat needs to be made. In mild, tolerable cases, no treatment other than close monitoring is necessary. However, once symptoms progress to moderate or severe, or if they are prolonged for greater than four weeks, treatment with itraconazole is indicated. The anticipated duration is 6 to 12 weeks total. The response should be monitored with a chest x-ray. Furthermore, observation for recurrence is necessary for several years following the diagnosis. If the illness is determined to be severe or does not respond to itraconazole, amphotericin B should be initiated for a minimum of 2 weeks, but up to 1 year. Cotreatment with methylprednisolone is indicated to improve pulmonary compliance and reduce inflammation, thus improving work of respiration. [1] [2] [3]

Histoplasmosis, also known as Darling disease, Ohio valley disease, reticuloendotheliosis, caver's disease, and spelunker's lung, is a disease caused by the dimorphic fungi  Histoplasma capsulatum native to the Ohio, Missouri, and Mississippi River valleys of the United States. The two phases of Histoplasma are the mycelial phase and the yeast phase.

Etiology/Pathophysiology 

Histoplasmosis is caused by inhaling the microconidia of  Histoplasma  spp. fungus into the lungs. The mycelial phase is present at ambient temperature in the environment, and upon exposure to 37 C, such as in a host’s lungs, it changes into budding yeast cells. This transition is an important determinant in the establishment of infection. Inhalation from soil is a major route of transmission leading to infection. Human-to-human transmission has not been reported. Infected individuals may harbor many yeast-forming colonies chronically, which remain viable for years after initial inoculation. The finding that individuals who have moved or traveled from endemic to non-endemic areas may exhibit a reactivated infection after many months to years supports this long-term viability. However, the precise mechanism of reactivation in chronic carriers remains unknown.

Infection ranges from an asymptomatic illness to a life-threatening disease, depending on the host’s immunological status, fungal inoculum size, and other factors. Histoplasma  spp. have grown particularly well in organic matter enriched with bird or bat excrement, leading to the association that spelunking in bat-feces-rich caves increases the risk of infection. Likewise, ownership of pet birds increases the rate of inoculation. In our case, the patient did travel outside of Nebraska within the last year and owned two birds; these are her primary increased risk factors. [4]

Non-immunocompromised patients present with a self-limited respiratory infection. However, the infection in immunocompromised hosts disseminated histoplasmosis progresses very aggressively. Within a few days, histoplasmosis can reach a fatality rate of 100% if not treated aggressively and appropriately. Pulmonary histoplasmosis may progress to a systemic infection. Like its pulmonary counterpart, the disseminated infection is related to exposure to soil containing infectious yeast. The disseminated disease progresses more slowly in immunocompetent hosts compared to immunocompromised hosts. However, if the infection is not treated, fatality rates are similar. The pathophysiology for disseminated disease is that once inhaled, Histoplasma yeast are ingested by macrophages. The macrophages travel into the lymphatic system where the disease, if not contained, spreads to different organs in a linear fashion following the lymphatic system and ultimately into the systemic circulation. Once this occurs, a full spectrum of disease is possible. Inside the macrophage, this fungus is contained in a phagosome. It requires thiamine for continued development and growth and will consume systemic thiamine. In immunocompetent hosts, strong cellular immunity, including macrophages, epithelial, and lymphocytes, surround the yeast buds to keep infection localized. Eventually, it will become calcified as granulomatous tissue. In immunocompromised hosts, the organisms disseminate to the reticuloendothelial system, leading to progressive disseminated histoplasmosis. [5] [6]

Symptoms of infection typically begin to show within three to17 days. Immunocompetent individuals often have clinically silent manifestations with no apparent ill effects. The acute phase of infection presents as nonspecific respiratory symptoms, including cough and flu. A chest x-ray is read as normal in 40% to 70% of cases. Chronic infection can resemble tuberculosis with granulomatous changes or cavitation. The disseminated illness can lead to hepatosplenomegaly, adrenal enlargement, and lymphadenopathy. The infected sites usually calcify as they heal. Histoplasmosis is one of the most common causes of mediastinitis. Presentation of the disease may vary as any other organ in the body may be affected by the disseminated infection. [7]

The clinical presentation of the disease has a wide-spectrum presentation which makes diagnosis difficult. The mild pulmonary illness may appear as a flu-like illness. The severe form includes chronic pulmonary manifestation, which may occur in the presence of underlying lung disease. The disseminated form is characterized by the spread of the organism to extrapulmonary sites with proportional findings on imaging or laboratory studies. The Gold standard for establishing the diagnosis of histoplasmosis is through culturing the organism. However, diagnosis can be established by histological analysis of samples containing the organism taken from infected organs. It can be diagnosed by antigen detection in blood or urine, PCR, or enzyme-linked immunosorbent assay. The diagnosis also can be made by testing for antibodies again the fungus. [8]

Pulmonary histoplasmosis in asymptomatic patients is self-resolving and requires no treatment. However, once symptoms develop, such as in our above patient, a decision to treat needs to be made. In mild, tolerable cases, no treatment other than close monitoring is necessary. However, once symptoms progress to moderate or severe or if they are prolonged for greater than four weeks, treatment with itraconazole is indicated. The anticipated duration is 6 to 12 weeks. The patient's response should be monitored with a chest x-ray. Furthermore, observation for recurrence is necessary for several years following the diagnosis. If the illness is determined to be severe or does not respond to itraconazole, amphotericin B should be initiated for a minimum of 2 weeks, but up to 1 year. Cotreatment with methylprednisolone is indicated to improve pulmonary compliance and reduce inflammation, thus improving the work of respiration.

The disseminated disease requires similar systemic antifungal therapy to pulmonary infection. Additionally, procedural intervention may be necessary, depending on the site of dissemination, to include thoracentesis, pericardiocentesis, or abdominocentesis. Ocular involvement requires steroid treatment additions and necessitates ophthalmology consultation. In pericarditis patients, antifungals are contraindicated because the subsequent inflammatory reaction from therapy would worsen pericarditis.

Patients may necessitate intensive care unit placement dependent on their respiratory status, as they may pose a risk for rapid decompensation. Should this occur, respiratory support is necessary, including non-invasive BiPAP or invasive mechanical intubation. Surgical interventions are rarely warranted; however, bronchoscopy is useful as both a diagnostic measure to collect sputum samples from the lung and therapeutic to clear excess secretions from the alveoli. Patients are at risk for developing a coexistent bacterial infection, and appropriate antibiotics should be considered after 2 to 4 months of known infection if symptoms are still present. [9]

Prognosis 

If not treated appropriately and in a timely fashion, the disease can be fatal, and complications will arise, such as recurrent pneumonia leading to respiratory failure, superior vena cava syndrome, fibrosing mediastinitis, pulmonary vessel obstruction leading to pulmonary hypertension and right-sided heart failure, and progressive fibrosis of lymph nodes. Acute pulmonary histoplasmosis usually has a good outcome on symptomatic therapy alone, with 90% of patients being asymptomatic. Disseminated histoplasmosis, if untreated, results in death within 2 to 24 months. Overall, there is a relapse rate of 50% in acute disseminated histoplasmosis. In chronic treatment, however, this relapse rate decreases to 10% to 20%. Death is imminent without treatment.

• Pearls of Wisdom

While illnesses such as pneumonia are more prevalent, it is important to keep in mind that more rare diseases are always possible. Keeping in mind that every infiltrates on a chest X-ray or chest CT is not guaranteed to be simple pneumonia. Key information to remember is that if the patient is not improving under optimal therapy for a condition, the working diagnosis is either wrong or the treatment modality chosen by the physician is wrong and should be adjusted. When this occurs, it is essential to collect a more detailed history and refer the patient for appropriate consultation with a pulmonologist or infectious disease specialist. Doing so, in this case, yielded workup with bronchoalveolar lavage and microscopic evaluation. Microscopy is invaluable for definitively diagnosing a pulmonary consolidation as exemplified here where the results showed small, budding, intracellular yeast in tissue sized 2 to 5 microns that were readily apparent on hematoxylin and eosin staining and minimal, normal flora bacterial growth. 

• Enhancing Healthcare Team Outcomes

This case demonstrates how all interprofessional healthcare team members need to be involved in arriving at a correct diagnosis. Clinicians, specialists, nurses, pharmacists, laboratory technicians all bear responsibility for carrying out the duties pertaining to their particular discipline and sharing any findings with all team members. An incorrect diagnosis will almost inevitably lead to incorrect treatment, so coordinated activity, open communication, and empowerment to voice concerns are all part of the dynamic that needs to drive such cases so patients will attain the best possible outcomes.

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Histoplasma Contributed by Sandeep Sharma, MD

Disclosure: Sandeep Sharma declares no relevant financial relationships with ineligible companies.

Disclosure: Muhammad Hashmi declares no relevant financial relationships with ineligible companies.

Disclosure: Deepa Rawat declares no relevant financial relationships with ineligible companies.

This book is distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) ( http://creativecommons.org/licenses/by-nc-nd/4.0/ ), which permits others to distribute the work, provided that the article is not altered or used commercially. You are not required to obtain permission to distribute this article, provided that you credit the author and journal.

• Cite this Page Sharma S, Hashmi MF, Rawat D. Case Study: 33-Year-Old Female Presents with Chronic SOB and Cough. [Updated 2023 Feb 20]. In: StatPearls [Internet]. Treasure Island (FL): StatPearls Publishing; 2024 Jan-.

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Individual Case Study

Sep 22, 2014

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Individual Case Study. Henry Akakpo. Summary of Film.

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• main characters
• action packed shots
• large money targets banks

Presentation Transcript

Individual Case Study Henry Akakpo

Summary of Film Neil McCauley and his professional criminal crew steal money from large money targets (banks, vaults, armoured cars).Hot on their trail is Lt. Vincent Hanna and his team of cops from the Robbery/Homicide police division. A failed robbery attempt puts Hanna onto their tails while they regroup and try to put together one last big 'retirement' score. Neil and Vincent are similar in many ways, they both have troubled personal lives. At a crucial moment in his life, Neil disobeys the main rule taught to him long ago by his criminal mentor--'Never have anything in your life that you can't walk out on in thirty seconds flat, if you spot the heat coming around the corner'- as he falls in love. As the investigation continues. The two meet at some point and have a tense conversation. McCauley goes on to rob a bank and goes into hiding. Upon mentioning his “girlfriend to the detective. The detective finds his whereabouts after finding his girlfriend in a car waiting to flee the country. This fatal mistake causes him to make rash decisions and ends up with McCauley dying.

Trailer Analysis The trailer was directed by Michael Mann. It starts off on a cold night with a train moving slowly. This may emphasize the detective being driven in one direction only. It also emphasizes the fact that Hanna works on his own despite the ups and downs throughout the film. “Heat” remains at the bottom left corner of the trailer for a duration of time. This helps the audience remember the name of the film. “He is here..I can feel it” symbolises the close ties the two characters have despite the fact that one person is a criminal and the other is a detective. The voiceover gives a slight over view of the film. This changes to recorded dialogue between the detective and his wife. The tense moment between the two shows that the detective is somewhat troubled during his search for McCauley. During the conversation with his wife, she says “You search for the scent of your prey, and then you hunt them down”. He then replies “It keeps me on the edge, where I'm meant top be”. As he continues to talk there is a fade to another scene where he is chasing the criminal with a gun. His disregard for a proper family life is shown when he seems to put his work life before married life. The quote and transition in shots describes him almost like a driven hunter. The director uses close up shots to emphasise the tension and urgency surrounding the detective. There is a close up shot of Val Kilmer saying “The bank is worth the risk” . This shot shows the stern and cold nature of the criminals. It also shows the audience that the mean business and will stop at nothing until they leave with money. During a chat between de Niro and his partner in crime, editing is used to emphasize excitement. An example of this is, as soon as de Niro’s friend says 12.2 million there is a quick cut showing de Niro saying “your on” as a form of agreement. This is followed by a series of action packed shots to show the audience what will happen later in the film. All of this builds to a climax with the voiceover saying “Heat”. Due to the lack of music and the voice over continuing, the climax does not has a a very strong impact, however you can sense a build up of excitement

Poster Analysis Form & Style: At the bottom of the poster are a few characters. The distance between them shows that the characters lead different lives and probably know nothing of each other. The effect this has on the audience is that they gain interest in what is happening, they may also want to live the glamorous life. The title does not explicitly give away the plot of the film. However , the centre character (Kilmer) is seen in an action shot with a machine gun. His actions show that he is in a moment of desperation. This tells the audience that the fill will be action orientated and will involve. Connotations: The use of colour connotes a lot of meanings. The posters has a dull tone with a grey filter over the characters. It also has an icy blue feel. This symbolizes the cold and callous behaviour and feelings the criminals and detectives share and have for each other. The main characters are well dressed in suits. This elaborates the luxurious lives criminals may live. It also symbolizes the formal nature of a detective and his work. The characters in the middle and top of the poster are placed together to signify the close ties they have no matter how much they hate each other Technical Aspects: The poster is centre framed. This gives the audience a proper view of the character in the middle. However the shots of the main criminal (de Niro) and detective (Pacino) are taken at angles. This symbolises the contrast between the characters. It also emphasizes on which side of the law the two characters stand. The lighting used is chiaroscuro and low key lighting. this gives the poster a dark tone. The chiaroscuro effect allows the sides of the characters faces to be darkened, This gives a sense of mystery to the characters.

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• Open access
• Published: 18 April 2024

Research ethics and artificial intelligence for global health: perspectives from the global forum on bioethics in research

• James Shaw 1 , 13 ,
• Joseph Ali 2 , 3 ,
• Caesar A. Atuire 4 , 5 ,
• Phaik Yeong Cheah 6 ,
• Armando Guio Español 7 ,
• Judy Wawira Gichoya 8 ,
• Adrienne Hunt 9 ,
• Daudi Jjingo 10 ,
• Katherine Littler 9 ,
• Daniela Paolotti 11 &
• Effy Vayena 12  

BMC Medical Ethics volume  25 , Article number:  46 ( 2024 ) Cite this article

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The ethical governance of Artificial Intelligence (AI) in health care and public health continues to be an urgent issue for attention in policy, research, and practice. In this paper we report on central themes related to challenges and strategies for promoting ethics in research involving AI in global health, arising from the Global Forum on Bioethics in Research (GFBR), held in Cape Town, South Africa in November 2022.

The GFBR is an annual meeting organized by the World Health Organization and supported by the Wellcome Trust, the US National Institutes of Health, the UK Medical Research Council (MRC) and the South African MRC. The forum aims to bring together ethicists, researchers, policymakers, research ethics committee members and other actors to engage with challenges and opportunities specifically related to research ethics. In 2022 the focus of the GFBR was “Ethics of AI in Global Health Research”. The forum consisted of 6 case study presentations, 16 governance presentations, and a series of small group and large group discussions. A total of 87 participants attended the forum from 31 countries around the world, representing disciplines of bioethics, AI, health policy, health professional practice, research funding, and bioinformatics. In this paper, we highlight central insights arising from GFBR 2022.

We describe the significance of four thematic insights arising from the forum: (1) Appropriateness of building AI, (2) Transferability of AI systems, (3) Accountability for AI decision-making and outcomes, and (4) Individual consent. We then describe eight recommendations for governance leaders to enhance the ethical governance of AI in global health research, addressing issues such as AI impact assessments, environmental values, and fair partnerships.

Conclusions

The 2022 Global Forum on Bioethics in Research illustrated several innovations in ethical governance of AI for global health research, as well as several areas in need of urgent attention internationally. This summary is intended to inform international and domestic efforts to strengthen research ethics and support the evolution of governance leadership to meet the demands of AI in global health research.

Peer Review reports

Introduction

The ethical governance of Artificial Intelligence (AI) in health care and public health continues to be an urgent issue for attention in policy, research, and practice [ 1 , 2 , 3 ]. Beyond the growing number of AI applications being implemented in health care, capabilities of AI models such as Large Language Models (LLMs) expand the potential reach and significance of AI technologies across health-related fields [ 4 , 5 ]. Discussion about effective, ethical governance of AI technologies has spanned a range of governance approaches, including government regulation, organizational decision-making, professional self-regulation, and research ethics review [ 6 , 7 , 8 ]. In this paper, we report on central themes related to challenges and strategies for promoting ethics in research involving AI in global health research, arising from the Global Forum on Bioethics in Research (GFBR), held in Cape Town, South Africa in November 2022. Although applications of AI for research, health care, and public health are diverse and advancing rapidly, the insights generated at the forum remain highly relevant from a global health perspective. After summarizing important context for work in this domain, we highlight categories of ethical issues emphasized at the forum for attention from a research ethics perspective internationally. We then outline strategies proposed for research, innovation, and governance to support more ethical AI for global health.

In this paper, we adopt the definition of AI systems provided by the Organization for Economic Cooperation and Development (OECD) as our starting point. Their definition states that an AI system is “a machine-based system that can, for a given set of human-defined objectives, make predictions, recommendations, or decisions influencing real or virtual environments. AI systems are designed to operate with varying levels of autonomy” [ 9 ]. The conceptualization of an algorithm as helping to constitute an AI system, along with hardware, other elements of software, and a particular context of use, illustrates the wide variety of ways in which AI can be applied. We have found it useful to differentiate applications of AI in research as those classified as “AI systems for discovery” and “AI systems for intervention”. An AI system for discovery is one that is intended to generate new knowledge, for example in drug discovery or public health research in which researchers are seeking potential targets for intervention, innovation, or further research. An AI system for intervention is one that directly contributes to enacting an intervention in a particular context, for example informing decision-making at the point of care or assisting with accuracy in a surgical procedure.

The mandate of the GFBR is to take a broad view of what constitutes research and its regulation in global health, with special attention to bioethics in Low- and Middle- Income Countries. AI as a group of technologies demands such a broad view. AI development for health occurs in a variety of environments, including universities and academic health sciences centers where research ethics review remains an important element of the governance of science and innovation internationally [ 10 , 11 ]. In these settings, research ethics committees (RECs; also known by different names such as Institutional Review Boards or IRBs) make decisions about the ethical appropriateness of projects proposed by researchers and other institutional members, ultimately determining whether a given project is allowed to proceed on ethical grounds [ 12 ].

However, research involving AI for health also takes place in large corporations and smaller scale start-ups, which in some jurisdictions fall outside the scope of research ethics regulation. In the domain of AI, the question of what constitutes research also becomes blurred. For example, is the development of an algorithm itself considered a part of the research process? Or only when that algorithm is tested under the formal constraints of a systematic research methodology? In this paper we take an inclusive view, in which AI development is included in the definition of research activity and within scope for our inquiry, regardless of the setting in which it takes place. This broad perspective characterizes the approach to “research ethics” we take in this paper, extending beyond the work of RECs to include the ethical analysis of the wide range of activities that constitute research as the generation of new knowledge and intervention in the world.

Ethical governance of AI in global health

The ethical governance of AI for global health has been widely discussed in recent years. The World Health Organization (WHO) released its guidelines on ethics and governance of AI for health in 2021, endorsing a set of six ethical principles and exploring the relevance of those principles through a variety of use cases. The WHO guidelines also provided an overview of AI governance, defining governance as covering “a range of steering and rule-making functions of governments and other decision-makers, including international health agencies, for the achievement of national health policy objectives conducive to universal health coverage.” (p. 81) The report usefully provided a series of recommendations related to governance of seven domains pertaining to AI for health: data, benefit sharing, the private sector, the public sector, regulation, policy observatories/model legislation, and global governance. The report acknowledges that much work is yet to be done to advance international cooperation on AI governance, especially related to prioritizing voices from Low- and Middle-Income Countries (LMICs) in global dialogue.

One important point emphasized in the WHO report that reinforces the broader literature on global governance of AI is the distribution of responsibility across a wide range of actors in the AI ecosystem. This is especially important to highlight when focused on research for global health, which is specifically about work that transcends national borders. Alami et al. (2020) discussed the unique risks raised by AI research in global health, ranging from the unavailability of data in many LMICs required to train locally relevant AI models to the capacity of health systems to absorb new AI technologies that demand the use of resources from elsewhere in the system. These observations illustrate the need to identify the unique issues posed by AI research for global health specifically, and the strategies that can be employed by all those implicated in AI governance to promote ethically responsible use of AI in global health research.

RECs and the regulation of research involving AI

RECs represent an important element of the governance of AI for global health research, and thus warrant further commentary as background to our paper. Despite the importance of RECs, foundational questions have been raised about their capabilities to accurately understand and address ethical issues raised by studies involving AI. Rahimzadeh et al. (2023) outlined how RECs in the United States are under-prepared to align with recent federal policy requiring that RECs review data sharing and management plans with attention to the unique ethical issues raised in AI research for health [ 13 ]. Similar research in South Africa identified variability in understanding of existing regulations and ethical issues associated with health-related big data sharing and management among research ethics committee members [ 14 , 15 ]. The effort to address harms accruing to groups or communities as opposed to individuals whose data are included in AI research has also been identified as a unique challenge for RECs [ 16 , 17 ]. Doerr and Meeder (2022) suggested that current regulatory frameworks for research ethics might actually prevent RECs from adequately addressing such issues, as they are deemed out of scope of REC review [ 16 ]. Furthermore, research in the United Kingdom and Canada has suggested that researchers using AI methods for health tend to distinguish between ethical issues and social impact of their research, adopting an overly narrow view of what constitutes ethical issues in their work [ 18 ].

The challenges for RECs in adequately addressing ethical issues in AI research for health care and public health exceed a straightforward survey of ethical considerations. As Ferretti et al. (2021) contend, some capabilities of RECs adequately cover certain issues in AI-based health research, such as the common occurrence of conflicts of interest where researchers who accept funds from commercial technology providers are implicitly incentivized to produce results that align with commercial interests [ 12 ]. However, some features of REC review require reform to adequately meet ethical needs. Ferretti et al. outlined weaknesses of RECs that are longstanding and those that are novel to AI-related projects, proposing a series of directions for development that are regulatory, procedural, and complementary to REC functionality. The work required on a global scale to update the REC function in response to the demands of research involving AI is substantial.

These issues take greater urgency in the context of global health [ 19 ]. Teixeira da Silva (2022) described the global practice of “ethics dumping”, where researchers from high income countries bring ethically contentious practices to RECs in low-income countries as a strategy to gain approval and move projects forward [ 20 ]. Although not yet systematically documented in AI research for health, risk of ethics dumping in AI research is high. Evidence is already emerging of practices of “health data colonialism”, in which AI researchers and developers from large organizations in high-income countries acquire data to build algorithms in LMICs to avoid stricter regulations [ 21 ]. This specific practice is part of a larger collection of practices that characterize health data colonialism, involving the broader exploitation of data and the populations they represent primarily for commercial gain [ 21 , 22 ]. As an additional complication, AI algorithms trained on data from high-income contexts are unlikely to apply in straightforward ways to LMIC settings [ 21 , 23 ]. In the context of global health, there is widespread acknowledgement about the need to not only enhance the knowledge base of REC members about AI-based methods internationally, but to acknowledge the broader shifts required to encourage their capabilities to more fully address these and other ethical issues associated with AI research for health [ 8 ].

Although RECs are an important part of the story of the ethical governance of AI for global health research, they are not the only part. The responsibilities of supra-national entities such as the World Health Organization, national governments, organizational leaders, commercial AI technology providers, health care professionals, and other groups continue to be worked out internationally. In this context of ongoing work, examining issues that demand attention and strategies to address them remains an urgent and valuable task.

The GFBR is an annual meeting organized by the World Health Organization and supported by the Wellcome Trust, the US National Institutes of Health, the UK Medical Research Council (MRC) and the South African MRC. The forum aims to bring together ethicists, researchers, policymakers, REC members and other actors to engage with challenges and opportunities specifically related to research ethics. Each year the GFBR meeting includes a series of case studies and keynotes presented in plenary format to an audience of approximately 100 people who have applied and been competitively selected to attend, along with small-group breakout discussions to advance thinking on related issues. The specific topic of the forum changes each year, with past topics including ethical issues in research with people living with mental health conditions (2021), genome editing (2019), and biobanking/data sharing (2018). The forum is intended to remain grounded in the practical challenges of engaging in research ethics, with special interest in low resource settings from a global health perspective. A post-meeting fellowship scheme is open to all LMIC participants, providing a unique opportunity to apply for funding to further explore and address the ethical challenges that are identified during the meeting.

In 2022, the focus of the GFBR was “Ethics of AI in Global Health Research”. The forum consisted of 6 case study presentations (both short and long form) reporting on specific initiatives related to research ethics and AI for health, and 16 governance presentations (both short and long form) reporting on actual approaches to governing AI in different country settings. A keynote presentation from Professor Effy Vayena addressed the topic of the broader context for AI ethics in a rapidly evolving field. A total of 87 participants attended the forum from 31 countries around the world, representing disciplines of bioethics, AI, health policy, health professional practice, research funding, and bioinformatics. The 2-day forum addressed a wide range of themes. The conference report provides a detailed overview of each of the specific topics addressed while a policy paper outlines the cross-cutting themes (both documents are available at the GFBR website: https://www.gfbr.global/past-meetings/16th-forum-cape-town-south-africa-29-30-november-2022/ ). As opposed to providing a detailed summary in this paper, we aim to briefly highlight central issues raised, solutions proposed, and the challenges facing the research ethics community in the years to come.

In this way, our primary aim in this paper is to present a synthesis of the challenges and opportunities raised at the GFBR meeting and in the planning process, followed by our reflections as a group of authors on their significance for governance leaders in the coming years. We acknowledge that the views represented at the meeting and in our results are a partial representation of the universe of views on this topic; however, the GFBR leadership invested a great deal of resources in convening a deeply diverse and thoughtful group of researchers and practitioners working on themes of bioethics related to AI for global health including those based in LMICs. We contend that it remains rare to convene such a strong group for an extended time and believe that many of the challenges and opportunities raised demand attention for more ethical futures of AI for health. Nonetheless, our results are primarily descriptive and are thus not explicitly grounded in a normative argument. We make effort in the Discussion section to contextualize our results by describing their significance and connecting them to broader efforts to reform global health research and practice.

Uniquely important ethical issues for AI in global health research

Presentations and group dialogue over the course of the forum raised several issues for consideration, and here we describe four overarching themes for the ethical governance of AI in global health research. Brief descriptions of each issue can be found in Table  1 . Reports referred to throughout the paper are available at the GFBR website provided above.

The first overarching thematic issue relates to the appropriateness of building AI technologies in response to health-related challenges in the first place. Case study presentations referred to initiatives where AI technologies were highly appropriate, such as in ear shape biometric identification to more accurately link electronic health care records to individual patients in Zambia (Alinani Simukanga). Although important ethical issues were raised with respect to privacy, trust, and community engagement in this initiative, the AI-based solution was appropriately matched to the challenge of accurately linking electronic records to specific patient identities. In contrast, forum participants raised questions about the appropriateness of an initiative using AI to improve the quality of handwashing practices in an acute care hospital in India (Niyoshi Shah), which led to gaming the algorithm. Overall, participants acknowledged the dangers of techno-solutionism, in which AI researchers and developers treat AI technologies as the most obvious solutions to problems that in actuality demand much more complex strategies to address [ 24 ]. However, forum participants agreed that RECs in different contexts have differing degrees of power to raise issues of the appropriateness of an AI-based intervention.

The second overarching thematic issue related to whether and how AI-based systems transfer from one national health context to another. One central issue raised by a number of case study presentations related to the challenges of validating an algorithm with data collected in a local environment. For example, one case study presentation described a project that would involve the collection of personally identifiable data for sensitive group identities, such as tribe, clan, or religion, in the jurisdictions involved (South Africa, Nigeria, Tanzania, Uganda and the US; Gakii Masunga). Doing so would enable the team to ensure that those groups were adequately represented in the dataset to ensure the resulting algorithm was not biased against specific community groups when deployed in that context. However, some members of these communities might desire to be represented in the dataset, whereas others might not, illustrating the need to balance autonomy and inclusivity. It was also widely recognized that collecting these data is an immense challenge, particularly when historically oppressive practices have led to a low-trust environment for international organizations and the technologies they produce. It is important to note that in some countries such as South Africa and Rwanda, it is illegal to collect information such as race and tribal identities, re-emphasizing the importance for cultural awareness and avoiding “one size fits all” solutions.

The third overarching thematic issue is related to understanding accountabilities for both the impacts of AI technologies and governance decision-making regarding their use. Where global health research involving AI leads to longer-term harms that might fall outside the usual scope of issues considered by a REC, who is to be held accountable, and how? This question was raised as one that requires much further attention, with law being mixed internationally regarding the mechanisms available to hold researchers, innovators, and their institutions accountable over the longer term. However, it was recognized in breakout group discussion that many jurisdictions are developing strong data protection regimes related specifically to international collaboration for research involving health data. For example, Kenya’s Data Protection Act requires that any internationally funded projects have a local principal investigator who will hold accountability for how data are shared and used [ 25 ]. The issue of research partnerships with commercial entities was raised by many participants in the context of accountability, pointing toward the urgent need for clear principles related to strategies for engagement with commercial technology companies in global health research.

The fourth and final overarching thematic issue raised here is that of consent. The issue of consent was framed by the widely shared recognition that models of individual, explicit consent might not produce a supportive environment for AI innovation that relies on the secondary uses of health-related datasets to build AI algorithms. Given this recognition, approaches such as community oversight of health data uses were suggested as a potential solution. However, the details of implementing such community oversight mechanisms require much further attention, particularly given the unique perspectives on health data in different country settings in global health research. Furthermore, some uses of health data do continue to require consent. One case study of South Africa, Nigeria, Kenya, Ethiopia and Uganda suggested that when health data are shared across borders, individual consent remains necessary when data is transferred from certain countries (Nezerith Cengiz). Broader clarity is necessary to support the ethical governance of health data uses for AI in global health research.

Recommendations for ethical governance of AI in global health research

Dialogue at the forum led to a range of suggestions for promoting ethical conduct of AI research for global health, related to the various roles of actors involved in the governance of AI research broadly defined. The strategies are written for actors we refer to as “governance leaders”, those people distributed throughout the AI for global health research ecosystem who are responsible for ensuring the ethical and socially responsible conduct of global health research involving AI (including researchers themselves). These include RECs, government regulators, health care leaders, health professionals, corporate social accountability officers, and others. Enacting these strategies would bolster the ethical governance of AI for global health more generally, enabling multiple actors to fulfill their roles related to governing research and development activities carried out across multiple organizations, including universities, academic health sciences centers, start-ups, and technology corporations. Specific suggestions are summarized in Table  2 .

First, forum participants suggested that governance leaders including RECs, should remain up to date on recent advances in the regulation of AI for health. Regulation of AI for health advances rapidly and takes on different forms in jurisdictions around the world. RECs play an important role in governance, but only a partial role; it was deemed important for RECs to acknowledge how they fit within a broader governance ecosystem in order to more effectively address the issues within their scope. Not only RECs but organizational leaders responsible for procurement, researchers, and commercial actors should all commit to efforts to remain up to date about the relevant approaches to regulating AI for health care and public health in jurisdictions internationally. In this way, governance can more adequately remain up to date with advances in regulation.

Second, forum participants suggested that governance leaders should focus on ethical governance of health data as a basis for ethical global health AI research. Health data are considered the foundation of AI development, being used to train AI algorithms for various uses [ 26 ]. By focusing on ethical governance of health data generation, sharing, and use, multiple actors will help to build an ethical foundation for AI development among global health researchers.

Third, forum participants believed that governance processes should incorporate AI impact assessments where appropriate. An AI impact assessment is the process of evaluating the potential effects, both positive and negative, of implementing an AI algorithm on individuals, society, and various stakeholders, generally over time frames specified in advance of implementation [ 27 ]. Although not all types of AI research in global health would warrant an AI impact assessment, this is especially relevant for those studies aiming to implement an AI system for intervention into health care or public health. Organizations such as RECs can use AI impact assessments to boost understanding of potential harms at the outset of a research project, encouraging researchers to more deeply consider potential harms in the development of their study.

Fourth, forum participants suggested that governance decisions should incorporate the use of environmental impact assessments, or at least the incorporation of environment values when assessing the potential impact of an AI system. An environmental impact assessment involves evaluating and anticipating the potential environmental effects of a proposed project to inform ethical decision-making that supports sustainability [ 28 ]. Although a relatively new consideration in research ethics conversations [ 29 ], the environmental impact of building technologies is a crucial consideration for the public health commitment to environmental sustainability. Governance leaders can use environmental impact assessments to boost understanding of potential environmental harms linked to AI research projects in global health over both the shorter and longer terms.

Fifth, forum participants suggested that governance leaders should require stronger transparency in the development of AI algorithms in global health research. Transparency was considered essential in the design and development of AI algorithms for global health to ensure ethical and accountable decision-making throughout the process. Furthermore, whether and how researchers have considered the unique contexts into which such algorithms may be deployed can be surfaced through stronger transparency, for example in describing what primary considerations were made at the outset of the project and which stakeholders were consulted along the way. Sharing information about data provenance and methods used in AI development will also enhance the trustworthiness of the AI-based research process.

Sixth, forum participants suggested that governance leaders can encourage or require community engagement at various points throughout an AI project. It was considered that engaging patients and communities is crucial in AI algorithm development to ensure that the technology aligns with community needs and values. However, participants acknowledged that this is not a straightforward process. Effective community engagement requires lengthy commitments to meeting with and hearing from diverse communities in a given setting, and demands a particular set of skills in communication and dialogue that are not possessed by all researchers. Encouraging AI researchers to begin this process early and build long-term partnerships with community members is a promising strategy to deepen community engagement in AI research for global health. One notable recommendation was that research funders have an opportunity to incentivize and enable community engagement with funds dedicated to these activities in AI research in global health.

Seventh, forum participants suggested that governance leaders can encourage researchers to build strong, fair partnerships between institutions and individuals across country settings. In a context of longstanding imbalances in geopolitical and economic power, fair partnerships in global health demand a priori commitments to share benefits related to advances in medical technologies, knowledge, and financial gains. Although enforcement of this point might be beyond the remit of RECs, commentary will encourage researchers to consider stronger, fairer partnerships in global health in the longer term.

Eighth, it became evident that it is necessary to explore new forms of regulatory experimentation given the complexity of regulating a technology of this nature. In addition, the health sector has a series of particularities that make it especially complicated to generate rules that have not been previously tested. Several participants highlighted the desire to promote spaces for experimentation such as regulatory sandboxes or innovation hubs in health. These spaces can have several benefits for addressing issues surrounding the regulation of AI in the health sector, such as: (i) increasing the capacities and knowledge of health authorities about this technology; (ii) identifying the major problems surrounding AI regulation in the health sector; (iii) establishing possibilities for exchange and learning with other authorities; (iv) promoting innovation and entrepreneurship in AI in health; and (vi) identifying the need to regulate AI in this sector and update other existing regulations.

Ninth and finally, forum participants believed that the capabilities of governance leaders need to evolve to better incorporate expertise related to AI in ways that make sense within a given jurisdiction. With respect to RECs, for example, it might not make sense for every REC to recruit a member with expertise in AI methods. Rather, it will make more sense in some jurisdictions to consult with members of the scientific community with expertise in AI when research protocols are submitted that demand such expertise. Furthermore, RECs and other approaches to research governance in jurisdictions around the world will need to evolve in order to adopt the suggestions outlined above, developing processes that apply specifically to the ethical governance of research using AI methods in global health.

Research involving the development and implementation of AI technologies continues to grow in global health, posing important challenges for ethical governance of AI in global health research around the world. In this paper we have summarized insights from the 2022 GFBR, focused specifically on issues in research ethics related to AI for global health research. We summarized four thematic challenges for governance related to AI in global health research and nine suggestions arising from presentations and dialogue at the forum. In this brief discussion section, we present an overarching observation about power imbalances that frames efforts to evolve the role of governance in global health research, and then outline two important opportunity areas as the field develops to meet the challenges of AI in global health research.

Dialogue about power is not unfamiliar in global health, especially given recent contributions exploring what it would mean to de-colonize global health research, funding, and practice [ 30 , 31 ]. Discussions of research ethics applied to AI research in global health contexts are deeply infused with power imbalances. The existing context of global health is one in which high-income countries primarily located in the “Global North” charitably invest in projects taking place primarily in the “Global South” while recouping knowledge, financial, and reputational benefits [ 32 ]. With respect to AI development in particular, recent examples of digital colonialism frame dialogue about global partnerships, raising attention to the role of large commercial entities and global financial capitalism in global health research [ 21 , 22 ]. Furthermore, the power of governance organizations such as RECs to intervene in the process of AI research in global health varies widely around the world, depending on the authorities assigned to them by domestic research governance policies. These observations frame the challenges outlined in our paper, highlighting the difficulties associated with making meaningful change in this field.

Despite these overarching challenges of the global health research context, there are clear strategies for progress in this domain. Firstly, AI innovation is rapidly evolving, which means approaches to the governance of AI for health are rapidly evolving too. Such rapid evolution presents an important opportunity for governance leaders to clarify their vision and influence over AI innovation in global health research, boosting the expertise, structure, and functionality required to meet the demands of research involving AI. Secondly, the research ethics community has strong international ties, linked to a global scholarly community that is committed to sharing insights and best practices around the world. This global community can be leveraged to coordinate efforts to produce advances in the capabilities and authorities of governance leaders to meaningfully govern AI research for global health given the challenges summarized in our paper.

Limitations

Our paper includes two specific limitations that we address explicitly here. First, it is still early in the lifetime of the development of applications of AI for use in global health, and as such, the global community has had limited opportunity to learn from experience. For example, there were many fewer case studies, which detail experiences with the actual implementation of an AI technology, submitted to GFBR 2022 for consideration than was expected. In contrast, there were many more governance reports submitted, which detail the processes and outputs of governance processes that anticipate the development and dissemination of AI technologies. This observation represents both a success and a challenge. It is a success that so many groups are engaging in anticipatory governance of AI technologies, exploring evidence of their likely impacts and governing technologies in novel and well-designed ways. It is a challenge that there is little experience to build upon of the successful implementation of AI technologies in ways that have limited harms while promoting innovation. Further experience with AI technologies in global health will contribute to revising and enhancing the challenges and recommendations we have outlined in our paper.

Second, global trends in the politics and economics of AI technologies are evolving rapidly. Although some nations are advancing detailed policy approaches to regulating AI more generally, including for uses in health care and public health, the impacts of corporate investments in AI and political responses related to governance remain to be seen. The excitement around large language models (LLMs) and large multimodal models (LMMs) has drawn deeper attention to the challenges of regulating AI in any general sense, opening dialogue about health sector-specific regulations. The direction of this global dialogue, strongly linked to high-profile corporate actors and multi-national governance institutions, will strongly influence the development of boundaries around what is possible for the ethical governance of AI for global health. We have written this paper at a point when these developments are proceeding rapidly, and as such, we acknowledge that our recommendations will need updating as the broader field evolves.

Ultimately, coordination and collaboration between many stakeholders in the research ethics ecosystem will be necessary to strengthen the ethical governance of AI in global health research. The 2022 GFBR illustrated several innovations in ethical governance of AI for global health research, as well as several areas in need of urgent attention internationally. This summary is intended to inform international and domestic efforts to strengthen research ethics and support the evolution of governance leadership to meet the demands of AI in global health research.

Data availability

All data and materials analyzed to produce this paper are available on the GFBR website: https://www.gfbr.global/past-meetings/16th-forum-cape-town-south-africa-29-30-november-2022/ .

Clark P, Kim J, Aphinyanaphongs Y, Marketing, Food US. Drug Administration Clearance of Artificial Intelligence and Machine Learning Enabled Software in and as Medical devices: a systematic review. JAMA Netw Open. 2023;6(7):e2321792–2321792.

Article   Google Scholar  

Potnis KC, Ross JS, Aneja S, Gross CP, Richman IB. Artificial intelligence in breast cancer screening: evaluation of FDA device regulation and future recommendations. JAMA Intern Med. 2022;182(12):1306–12.

Siala H, Wang Y. SHIFTing artificial intelligence to be responsible in healthcare: a systematic review. Soc Sci Med. 2022;296:114782.

Yang X, Chen A, PourNejatian N, Shin HC, Smith KE, Parisien C, et al. A large language model for electronic health records. NPJ Digit Med. 2022;5(1):194.

Meskó B, Topol EJ. The imperative for regulatory oversight of large language models (or generative AI) in healthcare. NPJ Digit Med. 2023;6(1):120.

Jobin A, Ienca M, Vayena E. The global landscape of AI ethics guidelines. Nat Mach Intell. 2019;1(9):389–99.

Minssen T, Vayena E, Cohen IG. The challenges for Regulating Medical Use of ChatGPT and other large Language models. JAMA. 2023.

Ho CWL, Malpani R. Scaling up the research ethics framework for healthcare machine learning as global health ethics and governance. Am J Bioeth. 2022;22(5):36–8.

Yeung K. Recommendation of the council on artificial intelligence (OECD). Int Leg Mater. 2020;59(1):27–34.

Maddox TM, Rumsfeld JS, Payne PR. Questions for artificial intelligence in health care. JAMA. 2019;321(1):31–2.

Dzau VJ, Balatbat CA, Ellaissi WF. Revisiting academic health sciences systems a decade later: discovery to health to population to society. Lancet. 2021;398(10318):2300–4.

Ferretti A, Ienca M, Sheehan M, Blasimme A, Dove ES, Farsides B, et al. Ethics review of big data research: what should stay and what should be reformed? BMC Med Ethics. 2021;22(1):1–13.

Rahimzadeh V, Serpico K, Gelinas L. Institutional review boards need new skills to review data sharing and management plans. Nat Med. 2023;1–3.

Kling S, Singh S, Burgess TL, Nair G. The role of an ethics advisory committee in data science research in sub-saharan Africa. South Afr J Sci. 2023;119(5–6):1–3.

Google Scholar  

Cengiz N, Kabanda SM, Esterhuizen TM, Moodley K. Exploring perspectives of research ethics committee members on the governance of big data in sub-saharan Africa. South Afr J Sci. 2023;119(5–6):1–9.

Doerr M, Meeder S. Big health data research and group harm: the scope of IRB review. Ethics Hum Res. 2022;44(4):34–8.

Ballantyne A, Stewart C. Big data and public-private partnerships in healthcare and research: the application of an ethics framework for big data in health and research. Asian Bioeth Rev. 2019;11(3):315–26.

Samuel G, Chubb J, Derrick G. Boundaries between research ethics and ethical research use in artificial intelligence health research. J Empir Res Hum Res Ethics. 2021;16(3):325–37.

Murphy K, Di Ruggiero E, Upshur R, Willison DJ, Malhotra N, Cai JC, et al. Artificial intelligence for good health: a scoping review of the ethics literature. BMC Med Ethics. 2021;22(1):1–17.

Teixeira da Silva JA. Handling ethics dumping and neo-colonial research: from the laboratory to the academic literature. J Bioethical Inq. 2022;19(3):433–43.

Ferryman K. The dangers of data colonialism in precision public health. Glob Policy. 2021;12:90–2.

Couldry N, Mejias UA. Data colonialism: rethinking big data’s relation to the contemporary subject. Telev New Media. 2019;20(4):336–49.

Organization WH. Ethics and governance of artificial intelligence for health: WHO guidance. 2021.

Metcalf J, Moss E. Owning ethics: corporate logics, silicon valley, and the institutionalization of ethics. Soc Res Int Q. 2019;86(2):449–76.

Data Protection Act - OFFICE OF THE DATA PROTECTION COMMISSIONER KENYA [Internet]. 2021 [cited 2023 Sep 30]. https://www.odpc.go.ke/dpa-act/ .

Sharon T, Lucivero F. Introduction to the special theme: the expansion of the health data ecosystem–rethinking data ethics and governance. Big Data & Society. Volume 6. London, England: SAGE Publications Sage UK; 2019. p. 2053951719852969.

Reisman D, Schultz J, Crawford K, Whittaker M. Algorithmic impact assessments: a practical Framework for Public Agency. AI Now. 2018.

Morgan RK. Environmental impact assessment: the state of the art. Impact Assess Proj Apprais. 2012;30(1):5–14.

Samuel G, Richie C. Reimagining research ethics to include environmental sustainability: a principled approach, including a case study of data-driven health research. J Med Ethics. 2023;49(6):428–33.

Kwete X, Tang K, Chen L, Ren R, Chen Q, Wu Z, et al. Decolonizing global health: what should be the target of this movement and where does it lead us? Glob Health Res Policy. 2022;7(1):3.

Abimbola S, Asthana S, Montenegro C, Guinto RR, Jumbam DT, Louskieter L, et al. Addressing power asymmetries in global health: imperatives in the wake of the COVID-19 pandemic. PLoS Med. 2021;18(4):e1003604.

Benatar S. Politics, power, poverty and global health: systems and frames. Int J Health Policy Manag. 2016;5(10):599.

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Acknowledgements

We would like to acknowledge the outstanding contributions of the attendees of GFBR 2022 in Cape Town, South Africa. This paper is authored by members of the GFBR 2022 Planning Committee. We would like to acknowledge additional members Tamra Lysaght, National University of Singapore, and Niresh Bhagwandin, South African Medical Research Council, for their input during the planning stages and as reviewers of the applications to attend the Forum.

This work was supported by Wellcome [222525/Z/21/Z], the US National Institutes of Health, the UK Medical Research Council (part of UK Research and Innovation), and the South African Medical Research Council through funding to the Global Forum on Bioethics in Research.

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JS led the writing, contributed to conceptualization and analysis, critically reviewed and provided feedback on drafts of this paper, and provided final approval of the paper. JA contributed to conceptualization and analysis, critically reviewed and provided feedback on drafts of this paper, and provided final approval of the paper. CA contributed to conceptualization and analysis, critically reviewed and provided feedback on drafts of this paper, and provided final approval of the paper. PYC contributed to conceptualization and analysis, critically reviewed and provided feedback on drafts of this paper, and provided final approval of the paper. AE contributed to conceptualization and analysis, critically reviewed and provided feedback on drafts of this paper, and provided final approval of the paper. JWG contributed to conceptualization and analysis, critically reviewed and provided feedback on drafts of this paper, and provided final approval of the paper. AH contributed to conceptualization and analysis, critically reviewed and provided feedback on drafts of this paper, and provided final approval of the paper. DJ contributed to conceptualization and analysis, critically reviewed and provided feedback on drafts of this paper, and provided final approval of the paper. KL contributed to conceptualization and analysis, critically reviewed and provided feedback on drafts of this paper, and provided final approval of the paper. DP contributed to conceptualization and analysis, critically reviewed and provided feedback on drafts of this paper, and provided final approval of the paper. EV contributed to conceptualization and analysis, critically reviewed and provided feedback on drafts of this paper, and provided final approval of the paper.

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Shaw, J., Ali, J., Atuire, C.A. et al. Research ethics and artificial intelligence for global health: perspectives from the global forum on bioethics in research. BMC Med Ethics 25 , 46 (2024). https://doi.org/10.1186/s12910-024-01044-w

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