If the number of subjects in a program is small, statistical tests can detect only very larger program effects of differences in outcome measures between the two groups. This illustrates the problem of statistical conclusion validity (SCV).
Adequate statistical methods are used when small- sample behavior is accurate, besides being capable of providing an answer to the research question.
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