Literature DB >> 22675239

Integrating Mediators and Moderators in Research Design.

David P Mackinnon1.   

Abstract

The purpose of this article is to describe mediating variables and moderating variables and provide reasons for integrating them in outcome studies. Separate sections describe examples of moderating and mediating variables and the simplest statistical model for investigating each variable. The strengths and limitations of incorporating mediating and moderating variables in a research study are discussed as well as approaches to routinely including these variables in outcome research. The routine inclusion of mediating and moderating variables holds the promise of increasing the amount of information from outcome studies by generating practical information about interventions as well as testing theory. The primary focus is on mediating and moderating variables for intervention research but many issues apply to nonintervention research as well.

Entities:  

Year:  2011        PMID: 22675239      PMCID: PMC3366634          DOI: 10.1177/1049731511414148

Source DB:  PubMed          Journal:  Res Soc Work Pract        ISSN: 1049-7315


  17 in total

Review 1.  Confounding in health research.

Authors:  S Greenland; H Morgenstern
Journal:  Annu Rev Public Health       Date:  2001       Impact factor: 21.981

Review 2.  Equivalence of the mediation, confounding and suppression effect.

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

3.  Testing mediational models with longitudinal data: questions and tips in the use of structural equation modeling.

Authors:  David A Cole; Scott E Maxwell
Journal:  J Abnorm Psychol       Date:  2003-11

Review 4.  Mediators and moderators of treatment effects in randomized clinical trials.

Authors:  Helena Chmura Kraemer; G Terence Wilson; Christopher G Fairburn; W Stewart Agras
Journal:  Arch Gen Psychiatry       Date:  2002-10

5.  Methods for integrating moderation and mediation: a general analytical framework using moderated path analysis.

Authors:  Jeffrey R Edwards; Lisa Schurer Lambert
Journal:  Psychol Methods       Date:  2007-03

6.  Causal mediation analyses with rank preserving models.

Authors:  Thomas R Ten Have; Marshall M Joffe; Kevin G Lynch; Gregory K Brown; Stephen A Maisto; Aaron T Beck
Journal:  Biometrics       Date:  2007-09       Impact factor: 2.571

7.  Causal Mediation Analyses for Randomized Trials.

Authors:  Kevin G Lynch; Mark Cary; Robert Gallop; Thomas R Ten Have
Journal:  Health Serv Outcomes Res Methodol       Date:  2008

Review 8.  Understanding how and why psychotherapy leads to change.

Authors:  Alan E Kazdin
Journal:  Psychother Res       Date:  2009-07

9.  Investigation of Mediational Processes Using Parallel Process Latent Growth Curve Modeling.

Authors:  Jeewon Cheong; David P Mackinnon; Siek Toon Khoo
Journal:  Struct Equ Modeling       Date:  2003-04-01       Impact factor: 6.125

10.  A general model for testing mediation and moderation effects.

Authors:  Amanda J Fairchild; David P MacKinnon
Journal:  Prev Sci       Date:  2009-06
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  48 in total

1.  Working memory training in children: Effectiveness depends on temperament.

Authors:  Barbara Studer-Luethi; Catherine Bauer; Walter J Perrig
Journal:  Mem Cognit       Date:  2016-02

2.  Impacts of the Mitochondrial Genome on the Relationship of Long-Term Ambient Fine Particle Exposure with Blood DNA Methylation Age.

Authors:  Jamaji C Nwanaji-Enwerem; Elena Colicino; Lingzhen Dai; Akin Cayir; Marco Sanchez-Guerra; Hannah E Laue; Vy T Nguyen; Qian Di; Allan C Just; Lifang Hou; Pantel Vokonas; Brent A Coull; Marc G Weisskopf; Andrea A Baccarelli; Joel D Schwartz
Journal:  Environ Sci Technol       Date:  2017-07-07       Impact factor: 9.028

3.  Difficulties Regulating Positive Emotions and Substance Misuse: The Influence of Sociodemographic Factors.

Authors:  Melissa R Schick; Nicole H Weiss; Ateka C Contractor; Emmanuel D Thomas; Nichea S Spillane
Journal:  Subst Use Misuse       Date:  2020-02-20       Impact factor: 2.164

4.  Epigenetic Research in Neuropsychiatric Disorders: the "Tissue Issue".

Authors:  Kelly M Bakulski; Alycia Halladay; Valerie W Hu; Jonathan Mill; M Daniele Fallin
Journal:  Curr Behav Neurosci Rep       Date:  2016-08-02

5.  Streamlined Prevention and Early Intervention for Pediatric Anxiety Disorders: A Randomized Controlled Trial.

Authors:  Armando A Pina; Nancy A Gonzales; Gina L Mazza; Heather J Gunn; Lindsay E Holly; Ryan D Stoll; Julia Parker; Amanda Chiapa; Henry Wynne; Jenn-Yun Tein
Journal:  Prev Sci       Date:  2020-05

6.  Developing Games for Health Behavior Change: Getting Started.

Authors:  Tom Baranowski; Richard Buday; Debbe Thompson; Elizabeth J Lyons; Amy Shirong Lu; Janice Baranowski
Journal:  Games Health J       Date:  2013-08

7.  Reasons for Testing Mediation in the Absence of an Intervention Effect: A Research Imperative in Prevention and Intervention Research.

Authors:  Holly P O'Rourke; David P MacKinnon
Journal:  J Stud Alcohol Drugs       Date:  2018-03       Impact factor: 2.582

8.  A cohort study on self-reported role stressors at work and poor sleep: does sense of coherence moderate or mediate the associations?

Authors:  Åse Marie Hansen; Matias Brødsgaard Grynderup; Reiner Rugulies; Paul Maurice Conway; Anne Helene Garde; Eszter Török; Eva Gemzøe Mikkelsen; Roger Persson; Annie Hogh
Journal:  Int Arch Occup Environ Health       Date:  2018-01-30       Impact factor: 3.015

9.  Improving health engagement and lifestyle management for breast cancer survivors with diabetes.

Authors:  Rebecca A Shelby; Caroline S Dorfman; Sarah S Arthur; Hayden B Bosworth; Leonor Corsino; Linda Sutton; Lynda Owen; Alaattin Erkanli; Francis Keefe; Cheyenne Corbett; Gretchen Kimmick
Journal:  Contemp Clin Trials       Date:  2020-04-11       Impact factor: 2.226

10.  Perioperative risks of bariatric surgery among patients with and without history of solid organ transplant.

Authors:  John R Montgomery; Jordan A Cohen; Craig S Brown; Kyle H Sheetz; Grace F Chao; Seth A Waits; Dana A Telem
Journal:  Am J Transplant       Date:  2020-05-08       Impact factor: 8.086

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