A major challenge in impact assessment, program, and policy evaluation, is determining whether our actions had a meaningful impact. Did our program work? Is the policy effective? Frequently, data analytics use tests of statistical significance (such as F, t, p, R2) to answer this question. Unfortunately, tests of statistical significance can’t answer questions concerning impact.
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