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Introduction to Mediation
A Regression-Based Approach, 3rd Edition
By: Andrew F. Hayes
Hardcover | 23 February 2022 | Edition Number 3
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Using the principles of ordinary least squares regression, Andrew F. Hayes illustrates each step in an analysis using diverse examples from published studies, and displays SPSS, SAS, and R code for each example. Procedures are outlined for estimating and interpreting direct, indirect, and conditional effects; probing and visualizing interactions; testing hypotheses about the moderation of mechanisms; and reporting different types of analyses.
Readers gain an understanding of the link between statistics and causality, as well as what the data are telling them. The companion website (www.afhayes.com) provides data for all the examples, plus the free PROCESS download.
New to This Edition
- Rewritten Appendix A, which provides the only documentation of PROCESS, including a discussion of the syntax structure of PROCESS for R compared to SPSS and SAS.
- Expanded discussion of effect scaling and the difference between unstandardized, completely standardized, and partially standardized effects.
- Discussion of the meaning of and how to generate the correlation between mediator residuals in a multiple-mediator model, using a new PROCESS option.
- Discussion of a method for comparing the strength of two specific indirect effects that are different in sign.
- Introduction of a bootstrap-based Johnson-Neyman-like approach for probing moderation of mediation in a conditional process model.
- Discussion of testing for interaction between a causal antecedent variable X and a mediator M in a mediation analysis, and how to test this assumption in a new PROCESS feature.
Industry Reviews
"I know I speak for organizational researchers and graduate students everywhere when I say how much PROCESS, and prior editions of this book, have contributed to making some of the more difficult parts of the research process accessible and fun. I look forward to using the third edition in my own research, and (again) buying a copy for all my graduate students. Adding to the appeal of the third edition are features such as the new code for R users/m-/now available for every example in the book/m-/and techniques to analyze the strength of two specific direct effects that differ in sign. Hayes has made an immense contribution with his continual updates to PROCESS, and shows in his writing and his workshops that he is a gifted teacher."--Julian Barling, PhD, FRSC, Distinguished University Professor and Borden Chair of Leadership, Smith School of Business, Queens University, Canada-
ISBN: 9781462549030
ISBN-10: 1462549039
Series: Methodology in the Social Sciences
Published: 23rd February 2022
Format: Hardcover
Language: English
Number of Pages: 732
Audience: General Adult
Publisher: GUILFORD PUBLICATIONS
Country of Publication: GB
Edition Number: 3
Edition Type: New edition
Dimensions (cm): 31 x 20.2 x 6.4
Weight (kg): 1.36
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