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  • If you run a ton of analyses overall and only publish the ones that came out significant, such data-fishing will mostly produce effects that just happened (by chance, in your particular sample) to look bigger than they really are??? so you???re fooling yourself and your readers if you don???t account for this problem, leading to bad science and possibly harmful conclusions.
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