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Effect Size in Studies Lacking Power

In studies with p-values < 0.05, effect sizes are often inflated due to large observed differences. Therefore, studies with very low power cannot be generalized to the population of interest since the probability of committing type 1 error increases and is more likely to be greater than 5% when a p-value of less than 0.05 is used as a guideline for a hypothesis test.

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Updated 2021-06-16

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