Science explained

Correlation and causation are not the same thing

Two things can change together without one causing the other.

DataReasoning

Editorial review: August 12, 2026 · Julian E. Marston

Correlation describes association

A correlation means variables vary together in the observed data.

Causation needs more evidence

To argue that one factor causes another, scientists look for mechanisms, timing, alternative explanations and appropriately designed studies.

Confounding variables matter

A third factor can influence both variables and create a misleading relationship.

Strong evidence comes from converging methods

Different studies and methods pointing in the same direction are more persuasive than one dramatic graph.

This page explains scientific concepts for general learning. It does not replace laboratory safety procedures, professional engineering guidance, or individualized medical advice.