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If a researcher's statistical test supports the conclusion that their manipulation improved worker morale, what is the likelihood the researcher made the wrong decision if

If a researcher's statistical test supports the conclusion that their manipulation improved worker morale, what is the likelihood the researcher made the wrong decision if alpha is set to .01?

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