Literature DB >> 20307128

Yes, but what's the mechanism? (don't expect an easy answer).

John G Bullock1, Donald P Green, Shang E Ha.   

Abstract

Psychologists increasingly recommend experimental analysis of mediation. This is a step in the right direction because mediation analyses based on nonexperimental data are likely to be biased and because experiments, in principle, provide a sound basis for causal inference. But even experiments cannot overcome certain threats to inference that arise chiefly or exclusively in the context of mediation analysis-threats that have received little attention in psychology. The authors describe 3 of these threats and suggest ways to improve the exposition and design of mediation tests. Their conclusion is that inference about mediators is far more difficult than previous research suggests and is best tackled by an experimental research program that is specifically designed to address the challenges of mediation analysis.

Mesh:

Year:  2010        PMID: 20307128     DOI: 10.1037/a0018933

Source DB:  PubMed          Journal:  J Pers Soc Psychol        ISSN: 0022-3514


  69 in total

1.  The causal mediation formula--a guide to the assessment of pathways and mechanisms.

Authors:  Judea Pearl
Journal:  Prev Sci       Date:  2012-08

2.  A Viable Alternative When Propensity Scores Fail: Evaluation of Inverse Propensity Weighting and Sequential G-Estimation in a Two-Wave Mediation Model.

Authors:  Matthew J Valente; David P MacKinnon; Gina L Mazza
Journal:  Multivariate Behav Res       Date:  2019-06-20       Impact factor: 5.923

3.  Social context and the real-world consequences of social anxiety.

Authors:  Juyoen Hur; Kathryn A DeYoung; Samiha Islam; Allegra S Anderson; Matthew G Barstead; Alexander J Shackman
Journal:  Psychol Med       Date:  2019-08-19       Impact factor: 7.723

4.  Statistical approaches for enhancing causal interpretation of the M to Y relation in mediation analysis.

Authors:  David P MacKinnon; Angela G Pirlott
Journal:  Pers Soc Psychol Rev       Date:  2014-07-25

5.  Neural Reactivity to Emotional Faces May Mediate the Relationship Between Childhood Empathy and Adolescent Prosocial Behavior.

Authors:  John C Flournoy; Jennifer H Pfeifer; William E Moore; Allison M Tackman; Carrie L Masten; John C Mazziotta; Marco Iacoboni; Mirella Dapretto
Journal:  Child Dev       Date:  2016-11

6.  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

7.  SAS® Macros for Computing the Mediated Effect in the Pretest-Posttest Control Group Design.

Authors:  Matthew J Valente; David P MacKinnon
Journal:  SAS Glob Forum       Date:  2017

8.  Identifying Mechanisms of Behavior Change in Psychosocial Alcohol Treatment Trials: Improving the Quality of Evidence from Mediational Analyses.

Authors:  John W Finney
Journal:  J Stud Alcohol Drugs       Date:  2018-03       Impact factor: 2.582

9.  Design approaches to experimental mediation.

Authors:  Angela G Pirlott; David P MacKinnon
Journal:  J Exp Soc Psychol       Date:  2016-03-24

10.  Causal effects of single-sex schools on college entrance exams and college attendance: random assignment in Seoul high schools.

Authors:  Hyunjoon Park; Jere R Behrman; Jaesung Choi
Journal:  Demography       Date:  2013-04
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