Introduction to Mediation, Moderation, and Conditional Process

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Introduction to Mediation, Moderation, and Conditional Process Analysis: Methodology in the Social Sciences

Explaining the fundamentals of mediation and moderation analysis, this engaging book also shows how to integrate the two using an innovative strategy known as conditional process analysis. Procedures are described for testing hypotheses about the mechanisms by which causal effects operate, the conditions under which they occur, and the moderation of mechanisms. Relying on the principles of ordinary least squares regression, Andrew Hayes carefully explains the estimation and interpretation of direct and indirect effects, probing and visualization of interactions, and testing of questions about moderated mediation. Examples using data from published studies illustrate how to conduct and report the analyses described in the book. Of special value, the book introduces and documents PROCESS, a macro for SPSS and SAS that does all the computations described in the book. The author's website (www.afhayes.com) offers free downloads of PROCESS plus data files for the book's examples. Unique features include: *Compelling examples (presumed media influence, sex discrimination in the workplace, and more) with real data; boxes with SAS, SPSS, and PROCESS code; and loads of tips, including how to report mediation, moderation and conditional process analyses. *Appendix that presents documentation on use and features of PROCESS. *Online supplement providing data, code, and syntax for the book's examples.

Country	USA
Author	Andrew F. Hayes
Binding	Kindle Edition
Edition	1
EISBN	9781462511273
Format	Kindle eBook
Label	The Guilford Press
Manufacturer	The Guilford Press
NumberOfPages	507
PublicationDate	2013-04-22
Publisher	The Guilford Press
ReleaseDate	2013-04-22
Studio	The Guilford Press

Introduction to Mediation, Moderation, and Conditional Process Analysis: Methodology in the Social Sciences