Browse MBAs SECTION 8: Business Statistics & Data Analytics

The Correlation vs. Causation Checker

2 fill-in slots · from The AI Prompt Handbook for MBAs

Your details

0/2 filled

The Correlation vs. Causation Checker

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.

Highlighted [slots] are still empty. Downloads are plain .txt — paste into any AI assistant.