A Graphical Representation of the Mediated Effect

摘要

Mediation analysis is widely used in the social sciences. Despite the popularity of mediation models, few researchers have used graphical methods, other than structural path diagrams, to represent their models. Plots of the mediated effect can help a researcher better understand the results of the analysis and convey these results to others. This article presents a method for creating and interpreting plots of the mediated effect for a variety of mediation models, including models with a dichotomous independent variable, a continuous independent variable, and an interaction between an independent variable and the mediating variable. An empirical example is then presented to illustrate these plots. Finally, sample code for creating plots of the mediated effect in R and SAS is included.