A “ highly significant” result with a small p -value is perceived as much stronger evidence than a weakly significant one.
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When Null Hypothesis Significance Testing Is Unsuitable for Research: A Reassessment.
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A “ highly significant” result with a small p -value is perceived as much stronger evidence than a weakly significant one.