Andrew F. Hayes
Ohio State University
StatisticsPublic opinionEconometricsResamplingRegression analysisPsychologyMacroPolitical scienceVariance (accounting)Moderated mediationPerceptionTest (assessment)Spiral of silenceMathematicsComputer scienceLinear regressionMediation (statistics)Social psychologyStatistical hypothesis testingModeration
110Publications
56H-index
71.8kCitations
Publications 108
Newest
#1Andrew F. HayesH-Index: 56
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#1Andrew F. HayesH-Index: 56
Source
#1Andrew F. HayesH-Index: 56
Source
#2Andrew F. HayesH-Index: 56
5 CitationsSource
#1Andrew F. Hayes (OSU: Ohio State University)H-Index: 56
#2Jacob J. Coutts (OSU: Ohio State University)H-Index: 2
ABSTRACTCronbach’s alpha (α) is a widely-used measure of reliability used to quantify the amount of random measurement error that exists in a sum score or average generated by a multi-item measurem...
120 CitationsSource
#1Andrew F. Hayes (OSU: Ohio State University)H-Index: 56
#2Nicholas J. Rockwood (LLU: Loma Linda University)H-Index: 5
Behavioral scientists use mediation analysis to understand the mechanism(s) by which an effect operates and moderation analysis to understand the contingencies or boundary conditions of effects. Ye...
84 CitationsSource
#1Jacob J. Coutts (OSU: Ohio State University)H-Index: 2
#2Andrew F. Hayes (OSU: Ohio State University)H-Index: 56
Last. Tao Jiang (OSU: Ohio State University)H-Index: 1
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8 CitationsSource
#1Andrew F. Hayes (OSU: Ohio State University)H-Index: 56
ABSTRACTMediation of X’s effect on Y through a mediator M is moderated if the indirect effect of X depends on a fourth variable. Hayes [(2015). An index and test of linear moderated mediation. Multivariate Behavioral Research, 50, 1–22. doi:10.1080/00273171.2014.962683] introduced an approach to testing a moderated mediation hypothesis based on an index of moderated mediation. Here, I extend this approach to models with more than one moderator. I describe how to test if X’s indirect effect on Y ...
423 CitationsSource
#1Andrew F. Hayes (OSU: Ohio State University)H-Index: 56
#2Nicholas J. Rockwood (OSU: Ohio State University)H-Index: 5
There have been numerous treatments in the clinical research literature about various design, analysis, and interpretation considerations when testing hypotheses about mechanisms and contingencies of effects, popularly known as mediation and moderation analysis. In this paper we address the practice of mediation and moderation analysis using linear regression in the pages of Behaviour Research and Therapy and offer some observations and recommendations, debunk some popular myths, describe some n...
673 CitationsSource
#1Andrew F. HayesH-Index: 56
#2Carroll J. GlynnH-Index: 20
Last. James ShanahanH-Index: 46
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