Mediation analysis allowing for exposure-mediator interactions and causal interpretation: theoretical assumptions and implementation with SAS and SPSS macros.

The developments in mediation analysis for nonlinear models within the counterfactual framework within the psychology audience is brought to an accessible format and the types of inferences about mediation that are allowed by a variety of software macros are compared.