Poindexter claims that the real cheating occurs when we increase power by increasing the likelihood that results

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Poindexter claims that the real cheating occurs when we increase power by increasing the likelihood that results will be significant. He reasons that if we are more likely to reject H0, then we are more likely to do so when H0 is true. Therefore, we are more likely to make a Type I error. Why is he correct or incorrect?
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