articleMultivariate Behavioral ResearchJun 29, 2007GREEN OA

Addressing Moderated Mediation Hypotheses: Theory, Methods, and Prescriptions

University of Kansas · Northwestern University · +1 more institution

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Abstract

This article provides researchers with a guide to properly construe and conduct analyses of conditional indirect effects, commonly known as moderated mediation effects. We disentangle conflicting definitions of moderated mediation and describe approaches for estimating and testing a variety of hypotheses involving conditional indirect effects. We introduce standard errors for hypothesis testing and construction of confidence intervals in large samples but advocate that researchers use bootstrapping whenever possible. We also describe methods for probing significant conditional indirect effects by employing direct extensions of the simple slopes method and Johnson-Neyman technique for probing significant…

Citation impact

9,706
total citations
FWCI
110.97
Percentile
100%
References
82
Citations per year

Authors

3

Topics & keywords

Keywords
  • Bootstrapping (finance)
  • Moderated mediation
  • Mediation
  • Psychology
  • Statistical hypothesis testing
  • Computer science
  • Variety (cybernetics)
  • Econometrics
UN Sustainable Development Goals
  • Quality Education
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