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Analytical relationship

Causation

A relationship in which a change in one phenomenon actually produces a change in another.

Related domain: Data AnalyticsConcept ID: concept-causation

Definition

Causation is a relationship in which a change in one phenomenon actually produces a change in another.

Human Explanation

One event is a genuine cause of another rather than merely occurring alongside it.

Why it Matters

Sound decisions require a distinction between coincidental association and a genuine cause-and-effect relationship.

Conceptual Boundary

Causation cannot be confirmed from correlation alone. It requires appropriate evidence, a credible causal mechanism and analysis capable of excluding plausible alternative explanations.

Practical Perspective

In business and industrial analysis, treating correlation as causation often directs action towards the wrong factor. The strength of a causal conclusion must not exceed the strength of the evidence.

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