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value of the ANOVA was not statistically significant, there is no need to conduct the post-hoc tests. Conceptually, post-hoc tests in ANOVA are like a series of independent t tests where each group mean is compared to each other group mean. Unlike t tests, however, post-hoc tests keep the Type I