Literature DB >> 19003535

A general model for testing mediation and moderation effects.

Amanda J Fairchild1, David P MacKinnon.   

Abstract

This paper describes methods for testing mediation and moderation effects in a dataset, both together and separately. Investigations of this kind are especially valuable in prevention research to obtain information on the process by which a program achieves its effects and whether the program is effective for subgroups of individuals. A general model that simultaneously estimates mediation and moderation effects is presented, and the utility of combining the effects into a single model is described. Possible effects of interest in the model are explained, as are statistical methods to assess these effects. The methods are further illustrated in a hypothetical prevention program example.

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Year:  2009        PMID: 19003535      PMCID: PMC2908713          DOI: 10.1007/s11121-008-0109-6

Source DB:  PubMed          Journal:  Prev Sci        ISSN: 1389-4986


  15 in total

Review 1.  Equivalence of the mediation, confounding and suppression effect.

Authors:  D P MacKinnon; J L Krull; C M Lockwood
Journal:  Prev Sci       Date:  2000-12

2.  Mediator and moderator effects in developmental and behavioral pediatric research.

Authors:  Brigid M Rose; Grayson N Holmbeck; Rachael Millstein Coakley; Elizabeth A Franks
Journal:  J Dev Behav Pediatr       Date:  2004-02       Impact factor: 2.225

Review 3.  Mediation and moderation in social work research.

Authors:  A Gogineni; R Alsup; D F Gillespie
Journal:  Soc Work Res       Date:  1995-03

4.  Demonstration and evaluation of a method for assessing mediated moderation.

Authors:  Antonio A Morgan-Lopez; David P MacKinnon
Journal:  Behav Res Methods       Date:  2006-02

5.  Distribution of the product confidence limits for the indirect effect: program PRODCLIN.

Authors:  David P MacKinnon; Matthew S Fritz; Jason Williams; Chondra M Lockwood
Journal:  Behav Res Methods       Date:  2007-08

6.  Confidence Limits for the Indirect Effect: Distribution of the Product and Resampling Methods.

Authors:  David P Mackinnon; Chondra M Lockwood; Jason Williams
Journal:  Multivariate Behav Res       Date:  2004-01-01       Impact factor: 5.923

7.  Achieving statistical power through research design sensitivity.

Authors:  C T Beck
Journal:  J Adv Nurs       Date:  1994-11       Impact factor: 3.187

8.  Statistical difficulties of detecting interactions and moderator effects.

Authors:  G H McClelland; C M Judd
Journal:  Psychol Bull       Date:  1993-09       Impact factor: 17.737

9.  How did it work? Who did it work for? Mediation in the context of a moderated prevention effect for children of divorce.

Authors:  Jenn-Yun Tein; Irwin N Sandler; David P MacKinnon; Sharlene A Wolchik
Journal:  J Consult Clin Psychol       Date:  2004-08

10.  Lower level mediation in multilevel models.

Authors:  David A Kenny; Josephine D Korchmaros; Niall Bolger
Journal:  Psychol Methods       Date:  2003-06
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  149 in total

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Journal:  Pain Med       Date:  2017-10-01       Impact factor: 3.750

2.  A Resilience Model of Adult Native Hawaiian Health Utilizing a Newly Multi-Dimensional Scale.

Authors:  Mapuana C K Antonio; Earl S Hishinuma; Claire Townsend Ing; Fumiaki Hamagami; Adrienne Dillard; B Puni Kekauoha; Cappy Solatorio; Kevin Cassel; Kathryn L Braun; Joseph Keaweʻaimoku Kaholokula
Journal:  Behav Med       Date:  2020-05-01       Impact factor: 3.104

3.  Understanding relations among early family environment, cortisol response, and child aggression via a prevention experiment.

Authors:  Colleen R O'Neal; Laurie Miller Brotman; Keng-Yen Huang; Kathleen Kiely Gouley; Dimitra Kamboukos; Esther J Calzada; Daniel S Pine
Journal:  Child Dev       Date:  2010 Jan-Feb

4.  Variable- and Person-Centered Approaches to Examining Temperament Vulnerability and Resilience to the Effects of Contextual Risk.

Authors:  Lyndsey Moran; Liliana J Lengua; Maureen Zalewski; Erika Ruberry; Melanie Klien; Stephanie Thompson; Cara Kiff
Journal:  J Res Pers       Date:  2016-03-31

5.  Increasing Statistical Power in Mediation Models Without Increasing Sample Size.

Authors:  Matthew S Fritz; Matthew G Cox; David P MacKinnon
Journal:  Eval Health Prof       Date:  2013-12-16       Impact factor: 2.651

6.  White matter microstructure mediates the association between prenatal exposure to phthalates and behavior problems in preschool children.

Authors:  Gillian England-Mason; Melody N Grohs; Jess E Reynolds; Amy MacDonald; David Kinniburgh; Jiaying Liu; Jonathan W Martin; Catherine Lebel; Deborah Dewey
Journal:  Environ Res       Date:  2019-12-26       Impact factor: 6.498

Review 7.  Evaluating mediation and moderation effects in school psychology: a presentation of methods and review of current practice.

Authors:  Amanda J Fairchild; Samuel D McQuillin
Journal:  J Sch Psychol       Date:  2010-02

8.  Maternal Sensitivity: a Resilience Factor against Internalizing Symptoms in Early Adolescents Born Very Preterm?

Authors:  Noémie Faure; Stéphanie Habersaat; Mathilde Morisod Harari; Carole Müller-Nix; Ayala Borghini; François Ansermet; Jean-François Tolsa; Sébastien Urben
Journal:  J Abnorm Child Psychol       Date:  2017-05

9.  Personal meaning, social support, and perceived stigma in individuals receiving HIV mental health services.

Authors:  Eugene W Farber; Dorian A Lamis; Amit A Shahane; Peter E Campos
Journal:  J Clin Psychol Med Settings       Date:  2014-06

10.  Cognitive mediators of treatment outcomes in pediatric functional abdominal pain.

Authors:  Rona L Levy; Shelby L Langer; Joan M Romano; Jennifer Labus; Lynn S Walker; Tasha B Murphy; Miranda A L van Tilburg; Lauren D Feld; Dennis L Christie; William E Whitehead
Journal:  Clin J Pain       Date:  2014-12       Impact factor: 3.442

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