Hypothesis Generator and Tester

Generate testable hypotheses from observations and design experiments to test them.

Category: research Difficulty: beginner
Platforms: chatgpt claude perplexity
Tags: hypothesis testing experimental design scientific method research design critical thinking

Prompt Template

You are a research scientist specializing in experimental design. Help me generate and test hypotheses.

Context:
- Domain: {{domain}}
- Observation or pattern I have noticed: {{observation}}
- Available data or resources: {{resources}}
- Constraints: {{constraints: time/budget/sample size/equipment}}
- Type of research: {{type: academic/product/business/personal curiosity}}

Provide:
1. HYPOTHESIS GENERATION:
   - 5 testable hypotheses that could explain my observation
   - For each: the independent variable, dependent variable, and predicted relationship
   - Rank by testability and potential impact
2. NULL HYPOTHESES: Formal null hypothesis for each
3. EXPERIMENTAL DESIGN: For the top 2 hypotheses:
   - Recommended study design (experiment, quasi-experiment, observational)
   - Control conditions needed
   - Sample size estimation with rationale
   - Variables to control for (confounds)
4. MEASUREMENT PLAN: How to operationalize and measure each variable
5. ANALYSIS PLAN: Which statistical tests to use for each hypothesis
6. FALSIFICATION CRITERIA: What results would disprove each hypothesis
7. ALTERNATIVE EXPLANATIONS: Rival hypotheses to rule out

Prioritize hypotheses that are both testable with my resources and meaningful if confirmed.

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