The Correlation vs. Causation Checker
2 fill-in slots · from The AI Prompt Handbook for MBAs
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Help me judge whether this relationship is causal or just correlated. The relationship I'm seeing: [DESCRIBE — "WHEN X, THEN Y"] The context and how I observed it: [DESCRIBE] Work through: 1. The plausible causal stories (X causes Y, Y causes X, both from Z, coincidence) 2. The confounding variables that could explain it 3. What evidence would strengthen a causal claim 4. Whether an experiment is possible to settle it, and how 5. How much to trust the relationship for decision-making right now Stop me from acting on a correlation as if it were causation — but also tell me when the correlation is actionable enough anyway.
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