Statistics 7 min read

Correlation vs Causation: Why Correlation Does Not Imply Causation

Understand the difference between correlation (relationship between variables) and causation (one variable causing another). Learn about lurking variables.

Correlation Does Not Equal Causation

Just because two variables move together (positive or negative correlation) does NOT mean one variable causes the change in the other.

Example: Ice cream sales and swimming pool drownings both increase in summer due to a 3rd confounding variable: high temperature.

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Reviewed by Applied Math Specialists • Editorial Policy
Updated: August 11, 2026

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