Introduction to Mediation, Moderation, and Conditional Process Analysis, Second Edition: A Regression-Based Approach (Methodology in the Social Sciences)

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Lauded for its easy-to-consider, conversational discussion of the fundamentals of mediation, moderation, and conditional process analysis, this book has been fully revised with 50% new content, including sections on working with multicategorical antecedent variables, using PROCESS version 3 for SPSS and SAS for model estimation, and annotated PROCESS v3 outputs. The usage of the principles of atypical least squares regression, Andrew F. Hayes carefully explains procedures for testing hypotheses about the conditions under and the mechanisms by which causal effects operate, in addition to the moderation of such mechanisms. Hayes shows how to estimate and interpret direct, indirect, and conditional effects; probe and visualize interactions; test questions about moderated mediation; and report various kinds of analyses. Data for the entire examples are available on the companion website (www.afhayes.com), along side links to download PROCESS.

New to This Edition
*Chapters on The usage of each type of analysis with multicategorical antecedent variables.
*Example analyses The usage of PROCESS v3, with annotated outputs during the book.
*More tips and advice, including new or revised discussions of formally testing moderation of a mechanism The usage of the index of moderated mediation; effect size in mediation analysis; comparing conditional effects in models with multiple moderator; The usage of R code for visualizing interactions; distinguishing between testing interaction and probing it; and more.
*Rewritten Appendix A, which provides the only documentation of PROCESS v3, including 13 new preprogrammed models that combine moderation with serial mediation or parallel and serial mediation.
*Appendix B, describing how to create customized models in PROCESS v3 or edit preprogrammed models.

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