Improving the utility of non-significant results for educational ...

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Within a random sample of 50 peer-reviewed articles, we found that of 528 statistically tested hypotheses, 253 (48%) were non-significant. Of these, 142 (56%) were erroneously interpreted to indicate the absence of an effect, and 59 (23%) to indicate a difference to another significant effect.


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