Chi-square allows for the rejection of a null hypothesis of independence but does not tell the researcher the magnitude or strength of that relationship.

Question

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The Chi-square test can indicate whether there is a statistically significant association between two categorical variables, but it does not provide information on the strength or magnitude of the association; other measures like Cramer's V are needed for that purpose.

Chi-Square Allows for the Rejection of a Null Hypothesis of Independence