Literature DB >> 18411527

A graphical representation of the mediated effect.

Matthew S Fritz1, David P MacKinnon.   

Abstract

Mediation analysis is widely used in the social sciences. Despite the popularity of mediation models, few researchers have used graphical methods, other than structural path diagrams, to represent their models. Plots of the mediated effect can help a researcher better understand the results of the analysis and convey these results to others. This article presents a method for creating and interpreting plots of the mediated effect for a variety of mediation models, including models with (1) a dichotomous independent variable, (2) a continuous independent variable, and (3) an interaction between an independent variable and the mediating variable. An empirical example is then presented to illustrate these plots. Sample code for creating plots of the mediated effect in R and SAS is also included, and may be downloaded from www.psychonomic.org/archive.

Mesh:

Year:  2008        PMID: 18411527      PMCID: PMC2903052          DOI: 10.3758/brm.40.1.55

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


  9 in total

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Authors:  L Goldberg; D P MacKinnon; D L Elliot; E L Moe; G Clarke; J Cheong
Journal:  Arch Pediatr Adolesc Med       Date:  2000-04

2.  A comparison of methods to test mediation and other intervening variable effects.

Authors:  David P MacKinnon; Chondra M Lockwood; Jeanne M Hoffman; Stephen G West; Virgil Sheets
Journal:  Psychol Methods       Date:  2002-03

3.  Mediating mechanisms in a program to reduce intentions to use anabolic steroids and improve exercise self-efficacy and dietary behavior.

Authors:  D P MacKinnon; L Goldberg; G N Clarke; D L Elliot; J Cheong; A Lapin; E L Moe; J L Krull
Journal:  Prev Sci       Date:  2001-03

4.  Mediation designs for tobacco prevention research.

Authors:  David P MacKinnon; Marcia P Taborga; Antonio A Morgan-Lopez
Journal:  Drug Alcohol Depend       Date:  2002-11       Impact factor: 4.492

5.  Mediation analysis.

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

6.  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

7.  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

8.  The moderator-mediator variable distinction in social psychological research: conceptual, strategic, and statistical considerations.

Authors:  R M Baron; D A Kenny
Journal:  J Pers Soc Psychol       Date:  1986-12

9.  Effects of a multidimensional anabolic steroid prevention intervention. The Adolescents Training and Learning to Avoid Steroids (ATLAS) Program.

Authors:  L Goldberg; D Elliot; G N Clarke; D P MacKinnon; E Moe; L Zoref; C Green; S L Wolf; E Greffrath; D J Miller; A Lapin
Journal:  JAMA       Date:  1996-11-20       Impact factor: 56.272

  9 in total
  4 in total

1.  Enhancing youth outcomes following parental divorce: a longitudinal study of the effects of the new beginnings program on educational and occupational goals.

Authors:  Amanda B Sigal; Sharlene A Wolchik; Jenn-Yun Tein; Irwin N Sandler
Journal:  J Clin Child Adolesc Psychol       Date:  2012

2.  Identifying mediating variables with graphical models: an application to the study of causal pathways in people living with HIV.

Authors:  Adrian Dobra; Katherine Buhikire; Joachim G Voss
Journal:  J Appl Stat       Date:  2019-09-21       Impact factor: 1.416

3.  Testing for the mediating role of endophenotypes using molecular genetic data in a twin study of ADHD traits.

Authors:  Rebecca Pinto; Philip Asherson; Nicholas Ilott; Celeste H M Cheung; Jonna Kuntsi
Journal:  Am J Med Genet B Neuropsychiatr Genet       Date:  2016-05-27       Impact factor: 3.568

4.  Chronic stress as a mediator of the relationship between socioeconomic status and pharmacological adherence in hypertensive patients

Authors:  Deivis Nicolás Guzmán-Tordecilla; Andrés Ignacio Vecino-Ortiz; Diego Lucumí; Graciela Mentz
Journal:  Biomedica       Date:  2020-06-15       Impact factor: 0.935

  4 in total

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