When conducting analyses with categorical variables, what do we gain from report

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When conducting analyses with categorical variables, what do we gain from report

When conducting analyses with categorical variables, what do we gain from reporting PRE measures or from discussing the strength of significant relationships? Discuss an example in which it would be important to report not only significance but also strength. 

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