Literature DB >> 23007850

Exploring connections between moderators and mediators: commentary on subgroup analyses in intervention research.

Alexander J Rothman1.   

Abstract

Although subgroup analyses, and moderator analyses more generally, in intervention research are fraught with analytic and conceptual challenges, they provide invaluable insights into the effectiveness of intervention strategies and the theoretical models upon which they rest. The papers in this Special Issue engage these challenges and offer investigators a set of strategies that will enhance how they think about, measure, test, and report evidence of moderated intervention effects. In this commentary, I echo the call for more thoughtful work on moderated intervention effects and, in particular, urge investigators to pursue opportunities to integrate questions regarding mediation as they work to specify how intervention strategies operate across populations, settings, and behavioral domains.

Mesh:

Year:  2013        PMID: 23007850     DOI: 10.1007/s11121-012-0333-y

Source DB:  PubMed          Journal:  Prev Sci        ISSN: 1389-4986


  14 in total

1.  Addressing Moderated Mediation Hypotheses: Theory, Methods, and Prescriptions.

Authors:  Kristopher J Preacher; Derek D Rucker; Andrew F Hayes
Journal:  Multivariate Behav Res       Date:  2007 Jan-Mar       Impact factor: 5.923

2.  Exploring refinements in targeted behavioral medicine intervention to advance public health.

Authors:  Abby C King; David F Ahn; Audie A Atienza; Helena C Kraemer
Journal:  Ann Behav Med       Date:  2008-06-21

3.  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

4.  Methodological challenges examining subgroup differences: examples from universal school-based youth violence prevention trials.

Authors:  Albert D Farrell; David B Henry; Amie Bettencourt
Journal:  Prev Sci       Date:  2013-04

5.  When is the story in the subgroups? Strategies for interpreting and reporting intervention effects for subgroups.

Authors:  Howard S Bloom; Charles Michalopoulos
Journal:  Prev Sci       Date:  2013-04

Review 6.  Strategy of outcome research in psychotherapy.

Authors:  G L Paul
Journal:  J Consult Psychol       Date:  1967-04

7.  Methods for synthesizing findings on moderation effects across multiple randomized trials.

Authors:  C Hendricks Brown; Zili Sloboda; Fabrizio Faggiano; Brent Teasdale; Ferdinand Keller; Gregor Burkhart; Federica Vigna-Taglianti; George Howe; Katherine Masyn; Wei Wang; Bengt Muthén; Peggy Stephens; Scott Grey; Tatiana Perrino
Journal:  Prev Sci       Date:  2013-04

8.  Latent class analysis: an alternative perspective on subgroup analysis in prevention and treatment.

Authors:  Stephanie T Lanza; Brittany L Rhoades
Journal:  Prev Sci       Date:  2013-04

9.  Subgroups analysis when treatment and moderators are time-varying.

Authors:  Daniel Almirall; Daniel F McCaffrey; Rajeev Ramchand; Susan A Murphy
Journal:  Prev Sci       Date:  2013-04

10.  "Is there nothing more practical than a good theory?": Why innovations and advances in health behavior change will arise if interventions are used to test and refine theory.

Authors:  Alexander J Rothman
Journal:  Int J Behav Nutr Phys Act       Date:  2004-07-27       Impact factor: 6.457

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  5 in total

1.  From Innovation to Impact at Scale: Lessons Learned From a Cluster of Research-Community Partnerships.

Authors:  Holly S Schindler; Philip A Fisher; Jack P Shonkoff
Journal:  Child Dev       Date:  2017-08-04

2.  Introduction to the special issue: subgroup analysis in prevention and intervention research.

Authors:  Lauren H Supplee; Brendan C Kelly; David P MacKinnon; David M Mackinnon; Meryl Yoches Barofsky
Journal:  Prev Sci       Date:  2013-04

3.  Advancing Models and Theories for Digital Behavior Change Interventions.

Authors:  Eric B Hekler; Susan Michie; Misha Pavel; Daniel E Rivera; Linda M Collins; Holly B Jimison; Claire Garnett; Skye Parral; Donna Spruijt-Metz
Journal:  Am J Prev Med       Date:  2016-11       Impact factor: 5.043

4.  Agile science: creating useful products for behavior change in the real world.

Authors:  Eric B Hekler; Predrag Klasnja; William T Riley; Matthew P Buman; Jennifer Huberty; Daniel E Rivera; Cesar A Martin
Journal:  Transl Behav Med       Date:  2016-06       Impact factor: 3.046

5.  For Whom Is Anti-Bullying Intervention Most Effective? The Role of Temperament.

Authors:  Annalaura Nocentini; Benedetta Emanuela Palladino; Ersilia Menesini
Journal:  Int J Environ Res Public Health       Date:  2019-01-30       Impact factor: 3.390

  5 in total

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