Literature DB >> 16817516

Demonstration and evaluation of a method for assessing mediated moderation.

Antonio A Morgan-Lopez1, David P MacKinnon.   

Abstract

Mediated moderation occurs when the interaction between two variables affects a mediator, which then affects a dependent variable. In this article, we describe the mediated moderation model and evaluate it with a statistical simulation using an adaptation of product-of-coefficients methods to assess mediation. We also demonstrate the use of this method with a substantive example from the adolescent tobacco literature. In the simulation, relative bias (RB) in point estimates and standard errors did not exceed problematic levels of +/- 10% although systematic variability in RB was accounted for by parameter size, sample size, and nonzero direct effects. Power to detect mediated moderation effects appears to be severely compromised under one particular combination of conditions: when the component variables that make up the interaction terms are correlated and partial mediated moderation exists. Implications for the estimation of mediated moderation effects in experimental and nonexperimental research are discussed.

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Mesh:

Year:  2006        PMID: 16817516     DOI: 10.3758/bf03192752

Source DB:  PubMed          Journal:  Behav Res Methods        ISSN: 1554-351X


  30 in total

1.  Mediation analysis.

Authors:  David P MacKinnon; Amanda J Fairchild; Matthew S Fritz
Journal:  Annu Rev Psychol       Date:  2007       Impact factor: 24.137

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Authors:  Antonio A Morgan-Lopez; William Fals-Stewart
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4.  The impact of age and type of intervention on youth violent behaviors.

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Authors:  L H Barrero; J N Katz; M J Perry; R Krishnan; J H Ware; J T Dennerlein
Journal:  Occup Environ Med       Date:  2008-09-19       Impact factor: 4.402

6.  A preliminary experimental examination of worldview verification, perceived racism, and stress reactivity in African Americans.

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Journal:  Health Psychol       Date:  2016-04       Impact factor: 4.267

7.  Delineating the maladaptive pathways of child maltreatment: a mediated moderation analysis of the roles of self-perception and social support.

Authors:  Karen Appleyard; Chongming Yang; Desmond K Runyan
Journal:  Dev Psychopathol       Date:  2010-05

8.  Moderating effects of a craving intervention on the relation between negative mood and heavy drinking following treatment for alcohol dependence.

Authors:  Katie Witkiewitz; Sarah Bowen; Dennis M Donovan
Journal:  J Consult Clin Psychol       Date:  2011-02

9.  The effect of context processing on different aspects of social cognition in schizophrenia.

Authors:  Yu Sun Chung; Jennifer R Mathews; Deanna M Barch
Journal:  Schizophr Bull       Date:  2010-02-25       Impact factor: 9.306

10.  Estimating statistical power for open-enrollment group treatment trials.

Authors:  Antonio A Morgan-Lopez; Lissette M Saavedra; Denise A Hien; William Fals-Stewart
Journal:  J Subst Abuse Treat       Date:  2010-09-15
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