Literature DB >> 19363189

R2 effect-size measures for mediation analysis.

Amanda J Fairchild1, David P Mackinnon, Marcia P Taborga, Aaron B Taylor.   

Abstract

R(2) effect-size measures are presented to assess variance accounted for in mediation models. The measures offer a means to evaluate both component paths and the overall mediated effect in mediation models. Statistical simulation results indicate acceptable bias across varying parameter and sample-size combinations. The measures are applied to a real-world example using data from a team-based health promotion program to improve the nutrition and exercise habits of firefighters. SAS and SPSS computer code are also provided for researchers to compute the measures in their own data.

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Year:  2009        PMID: 19363189      PMCID: PMC2930209          DOI: 10.3758/BRM.41.2.486

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


  9 in total

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2.  Promoting Healthy Lifestyles: Alternative Models' Effects (PHLAME).

Authors:  Esther L Moe; Diane L Elliot; Linn Goldberg; Kerry S Kuehl; Victor J Stevens; Rosemary K R Breger; Carol L DeFrancesco; Denise Ernst; Terry Duncan; Kristen Dulacki; Sara Dolen
Journal:  Health Educ Res       Date:  2002-10

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Authors:  Steven J Spencer; Mark P Zanna; Geoffrey T Fong
Journal:  J Pers Soc Psychol       Date:  2005-12

4.  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

5.  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

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

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Journal:  J Pers Soc Psychol       Date:  1986-12

Review 7.  Probing the effects of individual components in multiple component prevention programs.

Authors:  S G West; L S Aiken; M Todd
Journal:  Am J Community Psychol       Date:  1993-10

8.  A longitudinal study of children of alcoholics: predicting young adult substance use disorders, anxiety, and depression.

Authors:  L Chassin; S C Pitts; C DeLucia; M Todd
Journal:  J Abnorm Psychol       Date:  1999-02

9.  The children of divorce parenting intervention: outcome evaluation of an empirically based program.

Authors:  S A Wolchik; S G West; S Westover; I N Sandler; A Martin; J Lustig; J Y Tein; J Fisher
Journal:  Am J Community Psychol       Date:  1993-06
  9 in total
  62 in total

Review 1.  Mediators and moderators in early intervention research.

Authors:  Nicholas J K Breitborde; Vinod H Srihari; Jessica M Pollard; Donald N Addington; Scott W Woods
Journal:  Early Interv Psychiatry       Date:  2010-05       Impact factor: 2.732

2.  Alcohol use as a potential mediator of forced sexual intercourse and suicidality among African American, Caucasian, and Hispanic high school girls.

Authors:  Yen-Chi L Le; Monic P Behnken; Christine M Markham; Jeff R Temple
Journal:  J Adolesc Health       Date:  2011-02-17       Impact factor: 5.012

3.  Acute pediatric traumatic brain injury severity predicts long-term verbal memory performance through suppression by white matter integrity on diffusion tensor imaging.

Authors:  Hannah M Lindsey; Sanam J Lalani; Jonathan Mietchen; Shawn D Gale; Elisabeth A Wilde; Jessica Faber; Marianne C MacLeod; Jill V Hunter; Zili D Chu; Mary E Aitken; Linda Ewing-Cobbs; Harvey S Levin
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4.  Coping and parenting: Mediators of 12-month outcomes of a family group cognitive-behavioral preventive intervention with families of depressed parents.

Authors:  Bruce E Compas; Jennifer E Champion; Rex Forehand; David A Cole; Kristen L Reeslund; Jessica Fear; Emily J Hardcastle; Gary Keller; Aaron Rakow; Emily Garai; Mary Jane Merchant; Lorinda Roberts
Journal:  J Consult Clin Psychol       Date:  2010-10

5.  Effects of community-based collaborative group characteristics on social capital.

Authors:  Cheryl L Wagner; Maria E Fernandez-Gimenez
Journal:  Environ Manage       Date:  2009-08-18       Impact factor: 3.266

6.  Shared norms and their explanation for the social clustering of obesity.

Authors:  Daniel J Hruschka; Alexandra A Brewis; Amber Wutich; Benjamin Morin
Journal:  Am J Public Health       Date:  2011-05-09       Impact factor: 9.308

7.  Best (but oft-forgotten) practices: mediation analysis.

Authors:  Amanda J Fairchild; Heather L McDaniel
Journal:  Am J Clin Nutr       Date:  2017-04-26       Impact factor: 7.045

8.  Psychological distress in different social network members of breast and prostate cancer survivors.

Authors:  Chris Segrin; Terry A Badger
Journal:  Res Nurs Health       Date:  2010-10       Impact factor: 2.228

9.  Expectancies, working alliance, and outcome in transdiagnostic and single diagnosis treatment for anxiety disorders: An investigation of mediation.

Authors:  Shannon Sauer-Zavala; James F Boswell; Kate H Bentley; Johanna Thompson-Hollands; Todd J Farchione; David H Barlow
Journal:  Cognit Ther Res       Date:  2017-04-25

Review 10.  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
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