Literature DB >> 19350833

Mediation analysis: a retrospective snapshot of practice and more recent directions.

Lois A Gelfand1, Janell L Mensinger, Thomas Tenhave.   

Abstract

R. Baron and D. A. Kenny's (1986) paper introducing mediation analysis has been cited over 9,000 times, but concerns have been expressed about how this method is used. The authors review past and recent methodological literature and make recommendations for how to address 3 main issues: association, temporal order, and the no omitted variables assumption. The authors briefly visit the topics of reliability and the confirmatory-exploratory distinction. In addition, to provide a sense of the extent to which the earlier literature had been absorbed into practice, the authors examined a sample of 50 articles from 2002 citing R. Baron and D. A. Kenny and containing at least 1 mediation analysis via ordinary least squares regression. A substantial proportion of these articles included problematic reporting; as of 2002, there appeared to be room for improvement in conducting such mediation analyses. Future literature reviews will demonstrate the extent to which the situation has improved.

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Mesh:

Year:  2009        PMID: 19350833      PMCID: PMC2670477          DOI: 10.3200/GENP.136.2.153-178

Source DB:  PubMed          Journal:  J Gen Psychol        ISSN: 0022-1309


  23 in total

Review 1.  Post-hoc probing of significant moderational and mediational effects in studies of pediatric populations.

Authors:  Grayson N Holmbeck
Journal:  J Pediatr Psychol       Date:  2002 Jan-Feb

2.  Mediation in experimental and nonexperimental studies: new procedures and recommendations.

Authors:  Patrick E Shrout; Niall Bolger
Journal:  Psychol Methods       Date:  2002-12

Review 3.  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

4.  Bias in cross-sectional analyses of longitudinal mediation.

Authors:  Scott E Maxwell; David A Cole
Journal:  Psychol Methods       Date:  2007-03

5.  Testing mediators of intervention effects in randomized controlled trials: An evaluation of two eating disorder prevention programs.

Authors:  Eric Stice; Katherine Presnell; Jeff Gau; Heather Shaw
Journal:  J Consult Clin Psychol       Date:  2007-02

6.  Multiplicative invalidity and its application to complex correlational models.

Authors:  David Trafimow
Journal:  Genet Soc Gen Psychol Monogr       Date:  2006-08

Review 7.  Mediators and mechanisms of change in psychotherapy research.

Authors:  Alan E Kazdin
Journal:  Annu Rev Clin Psychol       Date:  2007       Impact factor: 18.561

8.  How and why criteria defining moderators and mediators differ between the Baron & Kenny and MacArthur approaches.

Authors:  Helena Chmura Kraemer; Michaela Kiernan; Marilyn Essex; David J Kupfer
Journal:  Health Psychol       Date:  2008-03       Impact factor: 4.267

9.  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

10.  Replication and p Intervals: p Values Predict the Future Only Vaguely, but Confidence Intervals Do Much Better.

Authors:  Geoff Cumming
Journal:  Perspect Psychol Sci       Date:  2008-07
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  30 in total

1.  Prenatal genetic testing: an investigation of determining factors affecting the decision-making process.

Authors:  Monica Pivetti; Giannino Melotti
Journal:  J Genet Couns       Date:  2012-04-03       Impact factor: 2.537

Review 2.  Assessment of cognitive insight: a qualitative review.

Authors:  Sally E Riggs; Paul M Grant; Dimitri Perivoliotis; Aaron T Beck
Journal:  Schizophr Bull       Date:  2010-08-06       Impact factor: 9.306

3.  Understanding the relation between socioeconomic position and inflammation in post-menopausal women: education, income and occupational prestige.

Authors:  Jolene Masters Pedersen; Esben Budtz-Jørgensen; Anneclaire De Roos; Lorena Garcia; Rikke Lund; Naja Hulvej Rod; Candyce Kroenke; Kei Hang Katie Chan; Simin Liu; Yvonne Michael
Journal:  Eur J Public Health       Date:  2017-12-01       Impact factor: 3.367

Review 4.  Mediation analysis in nursing research: a methodological review.

Authors:  Jianghong Liu; Connie Ulrich
Journal:  Contemp Nurse       Date:  2015-07-15       Impact factor: 1.787

5.  Testing the Causal Direction of Mediation Effects in Randomized Intervention Studies.

Authors:  Wolfgang Wiedermann; Xintong Li; Alexander von Eye
Journal:  Prev Sci       Date:  2019-04

6.  Hierarchical deficits in auditory information processing in schizophrenia.

Authors:  Clément Dondé; Gail Silipo; Elisa C Dias; Daniel C Javitt
Journal:  Schizophr Res       Date:  2018-12-12       Impact factor: 4.939

7.  On the (In)Validity of Tests of Simple Mediation: Threats and Solutions.

Authors:  Jolynn Pek; Rick H Hoyle
Journal:  Soc Personal Psychol Compass       Date:  2016-03-02

8.  Maternal folic acid supplementation and antibody persistence 5 years after hepatitis B vaccination among infants.

Authors:  Xinyu Zhao; Xinghuo Pang; Fuzhen Wang; Fuqiang Cui; Li Wang; Wei Zhang
Journal:  Hum Vaccin Immunother       Date:  2018-07-11       Impact factor: 3.452

9.  Sources of individual differences in children's understanding of fractions.

Authors:  Rose K Vukovic; Lynn S Fuchs; David C Geary; Nancy C Jordan; Russell Gersten; Robert S Siegler
Journal:  Child Dev       Date:  2014-01-16

10.  Protective behavioral strategies as a mediator of the generalized anxiety and alcohol use relationship among lesbian and bisexual women.

Authors:  Dana M Litt; Melissa A Lewis; Jessica A Blayney; Debra L Kaysen
Journal:  J Stud Alcohol Drugs       Date:  2013-01       Impact factor: 2.582

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