Skip to main content
Top
Published in: Social Psychiatry and Psychiatric Epidemiology 12/2018

01-12-2018 | Review

The study of effect moderation in youth suicide-prevention studies

Authors: Rashelle J. Musci, Hadi Kharrazi, Renee F. Wilson, Ryoko Susukida, Fardad Gharghabi, Allen Zhang, Lawrence Wissow, Karen A. Robinson, Holly C. Wilcox

Published in: Social Psychiatry and Psychiatric Epidemiology | Issue 12/2018

Login to get access

Abstract

Purpose

Suicide is now the second leading cause of death among persons between the ages of adolescents and emerging adults and rates have increased despite more funding and broader implementation of youth suicide-prevention programs. A systematic review was conducted focusing on identifying youth suicide-prevention studies within the United States. This paper reports on the methods utilized for understanding possible moderators of suicide-prevention program outcomes.

Methods

We searched six databases from 1990 through August 2017 to identify studies of suicide-preventive interventions among those under age 26 years. Two independent team members screened search results and sequentially extracted information related to statistical methods of moderation analyses.

Results

69 articles were included in the systematic review of which only 17 (24.6%) explored treatment effect heterogeneity using moderation analysis. The most commonly used analytic tool was regression with an interaction term. The moderators studied included demographic characteristics such as gender and ethnicity as well as individual characteristics such as traumatic stress exposure and multiple prior suicide attempts.

Conclusions

With a greater emphasis from the federal government and funding agencies on precision prevention, understanding which prevention programs work for specific subgroups is essential. Only a small percentage of the reviewed articles assessed moderation effects. This is a substantial research gap driven by sample size or other limitations which have impeded the identification of intervention effect heterogeneity.
Literature
2.
go back to reference National Action Alliance for Suicide Prevention, R. T. F. (2014) A prioritized research agenda for suicide prevention: an action plan to save lives. National Institute of Mental Health and the Research Prioritization Task Force, Rockville National Action Alliance for Suicide Prevention, R. T. F. (2014) A prioritized research agenda for suicide prevention: an action plan to save lives. National Institute of Mental Health and the Research Prioritization Task Force, Rockville
3.
go back to reference Institute of Medicine (US) Committee on Pathophysiology and Prevention of Adolescent and Adult Suicide; Goldsmith SK, Pellmar TC, Kleinman AM, Bunney WE (eds) (2002) Reducing suicide: a national imperative. National Academies Press, Washington, DC Institute of Medicine (US) Committee on Pathophysiology and Prevention of Adolescent and Adult Suicide; Goldsmith SK, Pellmar TC, Kleinman AM, Bunney WE (eds) (2002) Reducing suicide: a national imperative. National Academies Press, Washington, DC
4.
go back to reference Belsky J (1997) Theory testing, effect-size evaluation, and differential susceptibility to rearing influence: the case of mothering and attachment author(s): Jay Belsky Published by: Wiley on behalf of the Society for Research in Child Development Stable. Child Dev 68:598–600CrossRef Belsky J (1997) Theory testing, effect-size evaluation, and differential susceptibility to rearing influence: the case of mothering and attachment author(s): Jay Belsky Published by: Wiley on behalf of the Society for Research in Child Development Stable. Child Dev 68:598–600CrossRef
6.
go back to reference Angrist JD (2004) Treatment effect heterogeneity in theory and practice. Econ J 114:C52–C83CrossRef Angrist JD (2004) Treatment effect heterogeneity in theory and practice. Econ J 114:C52–C83CrossRef
7.
go back to reference Dunn G, Bentall R (2007) Modelling treatment-effect heterogeneity in randomized controlled trials of complex interventions (psychological treatments). Stat Med 26:4719–4745CrossRef Dunn G, Bentall R (2007) Modelling treatment-effect heterogeneity in randomized controlled trials of complex interventions (psychological treatments). Stat Med 26:4719–4745CrossRef
8.
go back to reference Green KM, Stuart EA (2014) Examining moderation analyses in propensity score methods: application to depression and substance use. J Consult Clin Psychol 82:773CrossRef Green KM, Stuart EA (2014) Examining moderation analyses in propensity score methods: application to depression and substance use. J Consult Clin Psychol 82:773CrossRef
9.
go back to reference Kraemer HC, Wilson GT, Fairburn CG, Agras WS (2002) Mediators and moderators of treatment effects in randomized clinical trials. Arch Gen Psychiatry 59:877–883CrossRef Kraemer HC, Wilson GT, Fairburn CG, Agras WS (2002) Mediators and moderators of treatment effects in randomized clinical trials. Arch Gen Psychiatry 59:877–883CrossRef
10.
go back to reference Imai K, Ratkovic M (2013) Estimating treatment effect heterogeneity in randomized program evaluation. Ann Appl Stat 7:443–470CrossRef Imai K, Ratkovic M (2013) Estimating treatment effect heterogeneity in randomized program evaluation. Ann Appl Stat 7:443–470CrossRef
13.
go back to reference Wilcox H, Wissow L, Kharrazi H, Wilson R, Musci R, Zhang A, et al (2016) Data linkage strategies to advance youth suicide prevention. Evidence Report/Technology Assessment no. 222. (Prepared by the Johns Hopkins University Evidence-based Practice Center under contract no. 290-2012-00007-I.) Agency for Healthcare Research and Quality, Rockville Wilcox H, Wissow L, Kharrazi H, Wilson R, Musci R, Zhang A, et al (2016) Data linkage strategies to advance youth suicide prevention. Evidence Report/Technology Assessment no. 222. (Prepared by the Johns Hopkins University Evidence-based Practice Center under contract no. 290-2012-00007-I.) Agency for Healthcare Research and Quality, Rockville
20.
go back to reference Creed T, Gillham JE, Diamond G et al (2012) Sexual trauma history does not moderate treatment outcome in attachment-based family therapy (ABFT) for adolescents with suicide ideation sexual trauma history does not moderate treatment outcome in attachment-based family therapy (ABFT) for adolescen. J Fam Psychol. https://doi.org/10.1037/a0028414 CrossRefPubMed Creed T, Gillham JE, Diamond G et al (2012) Sexual trauma history does not moderate treatment outcome in attachment-based family therapy (ABFT) for adolescents with suicide ideation sexual trauma history does not moderate treatment outcome in attachment-based family therapy (ABFT) for adolescen. J Fam Psychol. https://​doi.​org/​10.​1037/​a0028414 CrossRefPubMed
21.
go back to reference Thompson EA, Eggert LL, Herting JR (2000) Mediating effects of an indicated prevention program for reducing youth depression and suicide risk behaviors. Suicide Life Threat Behav 30:252–271PubMed Thompson EA, Eggert LL, Herting JR (2000) Mediating effects of an indicated prevention program for reducing youth depression and suicide risk behaviors. Suicide Life Threat Behav 30:252–271PubMed
27.
go back to reference Hawkins JD, Kosterman R, Catalano RF et al (2005) Promoting positive adult functioning through social development intervention in childhood. Arch Peditric Adolesc Med 159:25–31CrossRef Hawkins JD, Kosterman R, Catalano RF et al (2005) Promoting positive adult functioning through social development intervention in childhood. Arch Peditric Adolesc Med 159:25–31CrossRef
33.
go back to reference Rosnow RL, Rosenthal R (1989) Definition and interpretation of interaction effects. Psychol Bull 105:143–146CrossRef Rosnow RL, Rosenthal R (1989) Definition and interpretation of interaction effects. Psychol Bull 105:143–146CrossRef
34.
go back to reference Kent DM, Rothwell PM, Ioannidis JPA et al (2010) Assessing and reporting heterogeneity in treatment effects in clinical trials: a proposal. Trials 11:1–10CrossRef Kent DM, Rothwell PM, Ioannidis JPA et al (2010) Assessing and reporting heterogeneity in treatment effects in clinical trials: a proposal. Trials 11:1–10CrossRef
35.
go back to reference Morgan PL, Frisco ML, Farkas G, Hibel J (2010) A propensity score matching analysis of the effects of special education services. J Spec Educ 43:236–254CrossRef Morgan PL, Frisco ML, Farkas G, Hibel J (2010) A propensity score matching analysis of the effects of special education services. J Spec Educ 43:236–254CrossRef
36.
go back to reference Sparapani RA, Logan BR, McCulloch RE, Laud PW (2016) Nonparametric survival analysis using Bayesian Additive Regression Trees (BART). Stat Med 35:2741–2753CrossRef Sparapani RA, Logan BR, McCulloch RE, Laud PW (2016) Nonparametric survival analysis using Bayesian Additive Regression Trees (BART). Stat Med 35:2741–2753CrossRef
Metadata
Title
The study of effect moderation in youth suicide-prevention studies
Authors
Rashelle J. Musci
Hadi Kharrazi
Renee F. Wilson
Ryoko Susukida
Fardad Gharghabi
Allen Zhang
Lawrence Wissow
Karen A. Robinson
Holly C. Wilcox
Publication date
01-12-2018
Publisher
Springer Berlin Heidelberg
Published in
Social Psychiatry and Psychiatric Epidemiology / Issue 12/2018
Print ISSN: 0933-7954
Electronic ISSN: 1433-9285
DOI
https://doi.org/10.1007/s00127-018-1574-2

Other articles of this Issue 12/2018

Social Psychiatry and Psychiatric Epidemiology 12/2018 Go to the issue