Does Your Interaction Effect Really Need a Product Term? New Evidence on Logistic Regression

This paper argues that political scientists incorrectly theorize interaction effects due to variable compression alone, leading to biased results if product terms aren't included in logistic regression models. While simulation studies show models with product terms fit non-interactive relationships surprisingly well, removing the bias toward finding spurious interactions is possible by including this term.