Simple main effects analyses should be conducted when there is a significant interaction in an ANOVA Source Table.

Name: Simple main effects analyses should be conducted when there is a significant interaction in an ANOVA Source Table.
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When there is a significant interaction in an ANOVA Source Table, it is important to conduct simple main effects analyses to further explore the nature of the interaction and identify which variables are affecting the outcome.

Simple Main Effects Analyses Should Be Conducted When There Is