Mediation analysis.
Mediating variables are prominent in psychological theory and research. A mediating variable transmits the effect of an independent variable on a dependent variable. Differences between mediating variables and confounders, moderators, and covariates are outlined. Statistical methods to assess mediation and modern comprehensive approaches are described. Future directions for mediation analysis are discussed.
MacKinnon
David P
DP
Department of Psychology, Arizona State University, Tempe, Arizona 85287-1104, USA. david.mackinnon@asu.edu
Fairchild
Amanda J
AJ
Fritz
Matthew S
MS
D000704:Analysis of Variance; D035843:Biomedical Research; D015984:Causality; D015987:Effect Modifier, Epidemiologic; D006801:Humans; D008137:Longitudinal Studies; D008432:Mathematical Computing; D008960:Models, Psychological; D015233:Models, Statistical; D011582:Psychological Theory; D016896:Treatment Outcome