TY - BOOK AU - Hayes,Andrew F. TI - Introduction to mediation, moderation, and conditional process analysis: a regression-based approach T2 - Methodology in the social sciences SN - 9781462549030 AV - HA31.3 .H39 2022 U1 - 001.4/22 23 PY - 2022///] CY - New York, NY PB - The Guilford Press KW - Social sciences KW - Statistical methods KW - Mediation (Statistics) KW - Regression analysis N1 - Includes bibliographical references and index N2 - "Lauded for its easy-to-understand, 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, the use of PROCESS version 3 for SPSS and SAS for model estimation, and annotated PROCESS v3 outputs. Using the principles of ordinary least squares regression, Andrew F. Hayes carefully explains procedures for testing hypotheses about the conditions under and the mechanisms by which causal effects operate, as well as 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 different types of analyses. Data for all the examples are available on the companion website ([ital]www.afhayes.com[/ital]), along with links to download PROCESS"-- UR - http://digitallibrary.peninsulacollege.edu.my/search?owner=search&search=9781462549030 ER -