Confounding

In Trial design & structure

Confounding happens when a third factor is linked to both the treatment and the outcome, making it look as though the treatment caused an effect it did not. Randomization deals with confounding in trials by spreading such factors evenly. Observational studies must handle it through design and statistical adjustment, which is never as complete.

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