Use to test whether QA scores actually relate to outcomes the business cares about — repeats, CSAT, complaints, escalations — and to say honestly when the sample is too thin or the design cannot support a causal claim. Trigger for "do QA scores predict anything", "validate the scorecard", "correlate QA with CSAT", outcome validation, scorecard predictive validity, or leadership asking if the QA programme is worth running.
