Introduction to Mediation, Moderation, and Conditional

2025-04-15 0 0 553.83KB 79 页 10玖币

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2013, Hardcover

ISBN 978-1-60918-230-4

7" x 10", 494 Pages, $65.00

DISCOUNT PRICE: $55.25

www.guilford.com/p/hayes3

Introduction to Mediation, Moderation, and Conditional

Process Analysis

A Regression-Based Approach

Andrew F. Hayes

“This decidedly readable, informative book is perfectly suited for a range of audiences, from the

novice graduate student not quite ready for SEM to the advanced statistics instructor. Even the

seasoned quantitative methodologist will benefit from Hayes's years of accumulated wisdom as he

expertly navigates this burgeoning—and at times inconsistent—literature. This book is particularly

well suited for graduate-level courses. Hayes brings conditional process analysis to life with such

passion that even the most 'stat-o-phobic' will become convinced that they too can master SPSS (or

SAS) process. The thoughtful use of real-life examples, accompanied by SPSS and SAS syntax and

output, makes the book highly accessible.”

—Shelley Brown, PhD, Department of Psychology, Carleton University, Canada

“A welcome contribution. This book's accessible language and diverse set of examples will appeal

to a wide variety of substantive researchers looking to explore how or why, and under what

conditions, relationships among variables exist. Hayes has a unique ability to effectively

communicate technical material to nontechnical audiences. He facilitates application of several

cutting-edge statistical models by providing practical, well-oiled machinery for conducting the

analyses in practice. I can use this book to enhance my graduate-level mediation class by extending

the course to include more coverage on differentiating mediation versus moderation and on

conditional process models that simultaneously evaluate both effects together.”

—Amanda Jane Fairchild, PhD, Department of Psychology, University of South Carolina

“Mediation and moderation are two of the most widely used statistical tools in the social sciences.

Students and experienced researchers have been waiting for a clear, engaging, and comprehensive

book on these topics for years, but the wait has been worth it—this book is an absolute winner.

With his usual clarity, Hayes has written what will become the default resource on mediation and

moderation for many years to come.”

—Andy Field, PhD, School of Psychology, University of Sussex, United Kingdom

“Hayes provides an accessible, thorough introduction to the analysis of models containing

mediators, moderators, or both. The text is easy to follow and written at a level appropriate for an

introductory graduate course on mediation and moderation analysis. The book is also an extremely

useful resource for applied researchers interested in analyzing conditional process models. One

strength is the inclusion of numerous examples using real data, with step-by-step instructions for

analysis of the data and interpretation of the results. This book's largest contribution to the field is

its replacement of the confusing terminology of mediated moderation and moderated mediation

with the clearer and broader term conditional process model.”

—Matthew Fritz, PhD, Department of Psychology, Virginia Polytechnic Institute and State

University

This engaging book explains the fundamentals of mediation and moderation analysis and their

integration 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.

Find full information about this title online: www.guilford.com/p/hayes3

Guilford Publications, Inc.

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Order Online: www.guilford.com

Call Toll-Free: 9 AM - 5 PM Eastern

800-365-7006 (or 212-431-9800)

Fax: 212-966-6708 (24 hrs)

Professor Copies: www.guilford.com/professors

Order Introduction to Mediation, Moderation,

and Conditional Process Analysis

Copies in Hardcover

ISBN 978-1-60918-230-4, $65.00, $55.25*

** Many Guilford titles are available as e-books directly from our website or from major e-book vendors, including Amazon, Barnes & Noble, and Google Play. If an e-book is available, you

can find it for sale on Guilford's product page along with the print edition(s). For titles that are coming soon, the e-book format will be published shortly after the print edition(s).

Go to www.guilford.com/ebooks for more information.

Model Templates for PROCESS for SPSS and SAS

2013 Andrew F. Hayes, http://www.afhayes.com/

Model 1

Conceptual Diagram

Statistical Diagram

Conditional effect of X on Y = b

+ b

Model Templates for PROCESS for SPSS and SAS

2013 Andrew F. Hayes, http://www.afhayes.com/

Model 2

Conceptual Diagram

Statistical Diagram

Conditional effect of X on Y = b

+ b

M + b

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2013,HardcoverISBN978-1-60918-230-47"x10",494Pages,$65.00DISCOUNTPRICE:$55.25www.guilford.com/p/hayes3IntroductiontoMediation,Moderation,andConditionalProcessAnalysisARegression-BasedApproachAndrewF.HayesThisdecidedlyreadable,informativebookisperfectlysuitedfora angeofaudiences,fromthenovicegradua...

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