| Description |
1 online resource (xvii, 507 pages) : illustrations |
| Series |
Methodology in the social sciences |
|
Methodology in the social sciences
|
| Contents |
Fundamental concepts. Introduction ; Simple linear regression ; Multiple linear regression -- Mediation analysis. The simple mediation model ; Multiple mediator models ; Miscellaneous topics in mediation analysis -- Moderation analysis. Fundamentals of moderation analysis ; Extending moderation analysis principles ; Miscellaneous topics in moderation analysis -- Conditional process analysis. Fundamentals of conditional process analysis ; Further examples of conditional process analysis ; Miscellaneous topics in conditional process analysis |
| Summary |
This book explains 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, the author 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.--publisher's description |
| Bibliography |
Includes bibliographical references and indexes |
| Notes |
Text in English |
|
Print version record |
| Subject |
Social sciences -- Statistical methods.
|
|
Mediation (Statistics)
|
|
Regression analysis.
|
|
Regression Analysis
|
|
SCIENCE -- Research & Methodology.
|
|
Mediation (Statistics)
|
|
Regression analysis
|
|
Social sciences -- Statistical methods
|
|
Moderation
|
|
Mediation
|
|
Samhällsvetenskap -- metodik.
|
|
Statistisk metod.
|
|
Regressionsanalys.
|
| Form |
Electronic book
|
| ISBN |
9781462511280 |
|
1462511287 |
|
