Problem
Scenario
You are reviewing a business analysis where two metrics move together over time, and the team is starting to treat that relationship as evidence that one metric drives the other. You need to explain what that conclusion does and does not mean.
Question
How would you explain the difference between correlation and causation in a business analysis?
What this tests
- Interpreting correlation correctly
- Distinguishing association from causal effect
- Recognizing confounding and omitted variables
- Using regression carefully in business analysis
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