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Power

MCAT glossary · Critical Analysis & Reasoning Skills

Definition

In statistics, the probability 1 - β of correctly rejecting a false null hypothesis.

Power in plain English

Power is a study's ability to actually catch a real effect when one truly exists — like a metal detector that reliably beeps when there's real treasure buried. In stats you start assuming 'nothing's going on' (the null hypothesis); power is the probability you'll correctly reject that when it's genuinely false. It equals 1 - β, where β is the chance of a 'false alarm in reverse' — missing a real effect. Bigger sample sizes usually mean more power, which is why weak studies can fail to notice things that are truly there.

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