as well as covariates, as these may change the interpretation of the interaction depending on multicollinearity. Finally, the assumptions that are imposed by modeling interactions using cross-product terms in linear regression and/or by the use of logistic regression (as discussed above) should be acknowledged and, when appropriate, justified.