I'm designing a case study or multiple case study. Help me: 1) Define the case and case boundaries

Prompt
I'm designing a case study or multiple case study. Help me: 1) Define the case and case boundaries
ChatGPTOpenAI
I'm designing a case study or multiple case study. Help me: 1) Define the case and case boundaries

Designing a case study or multiple case studies involves careful consideration of various elements, including defining the case, establishing case boundaries, and identifying the context. Here’s a guide to help you through this process:

Step 1: Define the Case


  • Identify the Focus of the Study:

  • Determine the primary phenomenon or issue you want to investigate. This could be a specific event, situation, organization, process, or group of individuals.

  • Choose the Type of Case:

  • Single Case Study: Focus on one specific instance that is unique or has particular significance.

  • Multiple Case Study: Examine several instances that might share common characteristics or provide varied perspectives on a particular issue.

  • Formulate the Research Questions:

  • Develop clear and focused research questions that guide your inquiry. These questions should directly relate to the phenomenon you’re studying and help clarify what you hope to understand or learn.


Step 2: Establish Case Boundaries


  • Time Boundaries:

  • Decide the timeframe you will cover in your case study. This could involve historical periods, specific events, or a defined duration for the study (e.g., a company from 2015 to 2020).

  • Spatial Boundaries:

  • Define the geographical limits of your case. Are you studying a specific city, organization, community, or even a broader region?

  • Contextual Boundaries:

  • Consider what aspects of the context are relevant to your study. This could involve organizational culture, socioeconomic conditions, or specific industry characteristics.

  • Participant/Subject Boundaries:

  • Identify who or what will be included in the case. This might involve specific people (e.g., employees in a particular industry), organizations (like a specific company or nonprofit), or events (a product launch, for instance).

  • Exclusion Criteria:

  • Clearly articulate what is outside the bounds of your study. This can help to clarify the focus of the research and avoid scope creep.

  • Theoretical Considerations:

  • Consider any theoretical frameworks or models that will guide your case boundaries. Certain theories might dictate what should be included or emphasized in your case.


Example Case Study Definition


  • Case: The implementation of a new employee training program in a tech startup.

  • Time Boundary: 2021-2023, focusing on the phases of implementation, challenges, and outcomes.

  • Spatial Boundary: A tech startup located in San Francisco, California.

  • Contextual Boundary: Focus on innovative training strategies and organizational culture.

  • Participant/Subject Boundary: All employees who participated in the training program, managers overseeing the program, and trainers.

  • Exclusion Criteria: Other locations or companies, or employees not involved in the training program.

  • Theoretical Framework: Examining the case through the lens of adult learning theory.


Final Considerations


  • Ensure that all boundaries align with your research questions and objectives.

  • Engage with existing literature to support your chosen boundaries and case definitions.

  • Adapt your definitions and boundaries based on preliminary research, pilot studies, or expert input as necessary.


By following these steps, you’ll ensure that your case study is well-defined, focused, and manageable while still allowing for rich data collection and analysis.

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GrokxAI
I'm designing a case study or multiple case study. Help me: 1) Define the case and case boundaries

Defining the Case and Case Boundaries in a Case Study

In research methodology, particularly qualitative or exploratory studies (e.g., based on Yin's case study framework), a case refers to the specific unit of analysis you're examining. It's the "what" of your study—a bounded phenomenon that you investigate in depth to understand its complexities, processes, or outcomes. Defining it clearly ensures your study remains focused and replicable.

Case Boundaries are the deliberate limits you set around the case to scope it realistically. They answer questions like: What is included? What is excluded? Why? This prevents the study from becoming too broad or unfocused, often referred to as the "bounded system" in case study design.

Step-by-Step Guide to Defining Them


Here's a structured approach to help you define your case and its boundaries. I'll use examples to illustrate—adapt these to your topic (e.g., business, education, healthcare).
  • Identify the Core Phenomenon (Define the Case):

  • Start by pinpointing the central "event, entity, or phenomenon" you're studying. Ask: What real-world problem, organization, or process am I trying to understand?

  • Make it specific and unitary. For a single case study, focus on one instance (e.g., a company). For multiple case studies, select 2–10 cases that share a common theme but vary in some way (e.g., for comparison).

  • Example (Single Case): If studying innovation in tech startups, your case could be "the product development process at Startup X during its 2022 launch."

  • Example (Multiple Cases): Cases could be "the product development processes at Startup X (successful launch), Startup Y (failed launch), and Startup Z (pivot during launch)" to compare factors influencing success.

  • Set Temporal Boundaries:

  • Limit the time period to make data collection feasible. This avoids infinite historical scope.

  • Ask: Over what timeframe does the phenomenon occur or can be meaningfully analyzed?

  • Example: "From January 2022 to December 2023, covering the ideation-to-launch phase." Exclude pre-2022 history unless it's directly relevant.

  • Set Spatial or Contextual Boundaries:

  • Define the physical, organizational, or environmental limits. This clarifies "where" or "within what system" the case exists.

  • Ask: Which location, group, or organization is in scope? What external influences are you including/excluding?

  • Example (Single Case): "Within the R&D and marketing teams of Startup X in San Francisco." Exclude international subsidiaries or unrelated departments.

  • Example (Multiple Cases): "Tech startups in the U.S. software sector." Exclude non-tech firms or international cases to maintain comparability.

  • Set Relational or Conceptual Boundaries:

  • Specify inclusions/exclusions based on relationships or themes. This helps justify why certain elements are part of the case.

  • Ask: What actors, variables, or interactions are central? What theoretical lens (e.g., SWOT analysis) guides the boundaries?

  • Tip for Multiple Cases: Use a replication logic—select cases that are literal replicates (similar) or theoretical replicates (differ in predicted ways) to build robustness.

  • Example: Include "interactions between founders and investors," but exclude "employee personal lives" to focus on organizational dynamics.

  • Justify and Document the Boundaries:

  • Explain your rationale in your methodology section (e.g., based on resource constraints, relevance to research questions, or prior literature).

  • Use a visual aid: Create a diagram or table outlining what's in/out.

  • Sample Boundary Table:

| Aspect | Included | Excluded | Rationale |
|-----------------|-----------------------------------|-----------------------------------|------------------------------------|
| Time | 2022–2023 | Pre-2022 or post-2023 | Focus on active launch period |
| Participants | Founders, engineers, investors | Support staff, customers | Direct involvement in decisions |
| Location | HQ in San Francisco | Remote global teams | Core decision-making hub |

Tips for Single vs. Multiple Case Studies


  • Single Case: Ideal for in-depth exploration of a unique or critical instance (e.g., a rare success story). Boundaries keep it manageable—aim for depth over breadth.

  • Multiple Cases: Enhances generalizability through cross-case analysis. Define a "case protocol" upfront: Select cases purposively (not randomly), ensure they fit your definition, and set uniform boundaries across them for fair comparison. Common pitfall: Overly similar cases reduce insights—aim for variance (e.g., one urban vs. one rural startup).


Common Challenges and Solutions


  • Scope Creep: If boundaries blur, revisit your research questions. They should align directly with the case definition.

  • Data Feasibility: Ensure boundaries allow access to evidence (e.g., interviews, documents). For multiple cases, pilot one to test.

  • Ethical Considerations: Boundaries should respect privacy—e.g., anonymize companies in sensitive studies.


If you share more details about your topic (e.g., field, research questions, or single vs. multiple), I can refine this with tailored examples! What's the subject of your case study?
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Analysis

This comparison demonstrates the different approaches each AI model takes when responding to the same prompt. Here are the key differences observed:

Response Characteristics

ChatGPT: Provides a direct response with 43 sentences.

Grok: Provides a direct response with 82 sentences.

Key Takeaways

  • Each model brings unique strengths to this type of query
  • Response styles vary significantly between models
  • Consider your specific use case when choosing between these models

Try This Comparison Yourself

Want to test these models with your own prompts? Visit SNEOS.com to compare AI responses side-by-side in real-time.


This comparison was generated using the SNEOS AI Comparison ToolPublished: October 15, 2025 | Models: ChatGPT, Grok