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Why can’t I just judge my result by looking at the p value?
Because a low p value could reflect any number of things apart from the size of the underlying effect. Consider two hypothetical studies examining the relationship between exam marking and academic happiness. Both studies used identical measures and procedures and generated the following results: Study 1: N = 62, r = -.25, p > .05…