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Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models.

作者信息

Preacher Kristopher J, Hayes Andrew F

机构信息

Department of Pxychology, University of Kansas, Lawrence, Kansas 66045-7556, USA.

出版信息

Behav Res Methods. 2008 Aug;40(3):879-91. doi: 10.3758/brm.40.3.879.


DOI:10.3758/brm.40.3.879
PMID:18697684
Abstract

Hypotheses involving mediation are common in the behavioral sciences. Mediation exists when a predictor affects a dependent variable indirectly through at least one intervening variable, or mediator. Methods to assess mediation involving multiple simultaneous mediators have received little attention in the methodological literature despite a clear need. We provide an overview of simple and multiple mediation and explore three approaches that can be used to investigate indirect processes, as well as methods for contrasting two or more mediators within a single model. We present an illustrative example, assessing and contrasting potential mediators of the relationship between the helpfulness of socialization agents and job satisfaction. We also provide SAS and SPSS macros, as well as Mplus and LISREL syntax, to facilitate the use of these methods in applications.

摘要

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