Mediation Analysis
2006/08/22 by David P. MacKinnon, Amanda J. Fairchild, Matthew S. Fritz · 48 citations
Decision Sciences · Computer Science · Psychology · #Psychometric Methodologies and Testing #Advanced Statistical Modeling Techniques #Child and Adolescent Psychosocial and Emotional Development
paper · doi:10.1146/annurev.psych.58.110405.085542
Abstract
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.
Citations
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