Cargando…

Problem-Solving Education to Prevent Depression Among Low-Income Mothers: A Path Mediation Analysis in a Randomized Clinical Trial

IMPORTANCE: Although problem solving has been an important component of successful depression prevention and treatment interventions, evidence to support problem solving’s mechanism of action is sparse. OBJECTIVE: To understand the mechanism of an efficacious depression prevention intervention, prob...

Descripción completa

Detalles Bibliográficos
Autores principales: Silverstein, Michael, Cabral, Howard, Hegel, Mark, Diaz-Linhart, Yaminette, Beardslee, William, Kistin, Caroline J., Feinberg, Emily
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Medical Association 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6324419/
https://www.ncbi.nlm.nih.gov/pubmed/30646083
http://dx.doi.org/10.1001/jamanetworkopen.2018.0334
_version_ 1783385968708943872
author Silverstein, Michael
Cabral, Howard
Hegel, Mark
Diaz-Linhart, Yaminette
Beardslee, William
Kistin, Caroline J.
Feinberg, Emily
author_facet Silverstein, Michael
Cabral, Howard
Hegel, Mark
Diaz-Linhart, Yaminette
Beardslee, William
Kistin, Caroline J.
Feinberg, Emily
author_sort Silverstein, Michael
collection PubMed
description IMPORTANCE: Although problem solving has been an important component of successful depression prevention and treatment interventions, evidence to support problem solving’s mechanism of action is sparse. OBJECTIVE: To understand the mechanism of an efficacious depression prevention intervention, problem-solving education (PSE). DESIGN, SETTING, AND PARTICIPANTS: A multivariate path analysis was embedded within a randomized efficacy trial (February 15, 2011, to May 9, 2016). Participants were mothers with depressed mood, anhedonia, or depression history (but not in current major depressive episode) at 1 of 6 Head Start agencies. Participants were followed up for 12 months with serial assessments of potential intervention mediators and depressive symptoms. INTERVENTIONS: Problem-solving education (n = 111) and usual Head Start services (n = 119). MAIN OUTCOMES AND MEASURES: Primary outcomes were depressive symptom elevations, which were measured bimonthly. Eight plausible intervention mediators were assessed: problem-solving ability; mastery; self-esteem; perceived stress; behavioral activation; and avoidant, problem-focused, and social coping. RESULTS: Among 230 participants, 152 (66.1%) were Hispanic; mean (SD) age was 31.4 (7.3) years. Based on associations with either PSE participation or depressive symptom outcomes, problem-solving ability, perceived stress, behavioral activation, and problem-focused coping were included in a parsimonious, multivariate path model. In this model, only perceived stress was associated with both PSE participation and depressive symptoms. Participants in the PSE group had adjusted standardized perceived stress change scores that were 11% lower than controls (95% CI, −0.19 to −0.03), and improvement in perceived stress generated an adjusted rate ratio (aRR) of 0.42 (95% CI, 0.33-0.53) for depressive symptom elevations. Participants in the intervention group also had standardized behavioral activation change scores 15% greater than controls (95% CI, 0.01-0.30) and problem-focused coping change scores 17% greater than controls (95% CI, 0.03-0.31); however, changes in these constructs were not associated with a differential rate of depressive symptom elevations. The direct effect of PSE on depressive symptom elevations (aRR, 0.72; 95% CI, 0.52-0.97) was greater than the mediated effect explained by improvement in perceived stress (aRR, 0.91; 95% CI, 0.85-0.98). CONCLUSIONS AND RELEVANCE: Problem-solving education is efficacious in preventing depressive symptoms and appears to work by decreasing perceived stress; however, the mechanism for much of PSE’s impact on depression remains unexplained. These results can be used to simplify the intervention model in preparation for effectiveness testing. TRIAL REGISTRATION: ClinicalTrials.gov Identifier: NCT01298804
format Online
Article
Text
id pubmed-6324419
institution National Center for Biotechnology Information
language English
publishDate 2018
publisher American Medical Association
record_format MEDLINE/PubMed
spelling pubmed-63244192019-01-22 Problem-Solving Education to Prevent Depression Among Low-Income Mothers: A Path Mediation Analysis in a Randomized Clinical Trial Silverstein, Michael Cabral, Howard Hegel, Mark Diaz-Linhart, Yaminette Beardslee, William Kistin, Caroline J. Feinberg, Emily JAMA Netw Open Original Investigation IMPORTANCE: Although problem solving has been an important component of successful depression prevention and treatment interventions, evidence to support problem solving’s mechanism of action is sparse. OBJECTIVE: To understand the mechanism of an efficacious depression prevention intervention, problem-solving education (PSE). DESIGN, SETTING, AND PARTICIPANTS: A multivariate path analysis was embedded within a randomized efficacy trial (February 15, 2011, to May 9, 2016). Participants were mothers with depressed mood, anhedonia, or depression history (but not in current major depressive episode) at 1 of 6 Head Start agencies. Participants were followed up for 12 months with serial assessments of potential intervention mediators and depressive symptoms. INTERVENTIONS: Problem-solving education (n = 111) and usual Head Start services (n = 119). MAIN OUTCOMES AND MEASURES: Primary outcomes were depressive symptom elevations, which were measured bimonthly. Eight plausible intervention mediators were assessed: problem-solving ability; mastery; self-esteem; perceived stress; behavioral activation; and avoidant, problem-focused, and social coping. RESULTS: Among 230 participants, 152 (66.1%) were Hispanic; mean (SD) age was 31.4 (7.3) years. Based on associations with either PSE participation or depressive symptom outcomes, problem-solving ability, perceived stress, behavioral activation, and problem-focused coping were included in a parsimonious, multivariate path model. In this model, only perceived stress was associated with both PSE participation and depressive symptoms. Participants in the PSE group had adjusted standardized perceived stress change scores that were 11% lower than controls (95% CI, −0.19 to −0.03), and improvement in perceived stress generated an adjusted rate ratio (aRR) of 0.42 (95% CI, 0.33-0.53) for depressive symptom elevations. Participants in the intervention group also had standardized behavioral activation change scores 15% greater than controls (95% CI, 0.01-0.30) and problem-focused coping change scores 17% greater than controls (95% CI, 0.03-0.31); however, changes in these constructs were not associated with a differential rate of depressive symptom elevations. The direct effect of PSE on depressive symptom elevations (aRR, 0.72; 95% CI, 0.52-0.97) was greater than the mediated effect explained by improvement in perceived stress (aRR, 0.91; 95% CI, 0.85-0.98). CONCLUSIONS AND RELEVANCE: Problem-solving education is efficacious in preventing depressive symptoms and appears to work by decreasing perceived stress; however, the mechanism for much of PSE’s impact on depression remains unexplained. These results can be used to simplify the intervention model in preparation for effectiveness testing. TRIAL REGISTRATION: ClinicalTrials.gov Identifier: NCT01298804 American Medical Association 2018-06-29 /pmc/articles/PMC6324419/ /pubmed/30646083 http://dx.doi.org/10.1001/jamanetworkopen.2018.0334 Text en Copyright 2018 Silverstein M et al. JAMA Network Open. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the CC-BY License.
spellingShingle Original Investigation
Silverstein, Michael
Cabral, Howard
Hegel, Mark
Diaz-Linhart, Yaminette
Beardslee, William
Kistin, Caroline J.
Feinberg, Emily
Problem-Solving Education to Prevent Depression Among Low-Income Mothers: A Path Mediation Analysis in a Randomized Clinical Trial
title Problem-Solving Education to Prevent Depression Among Low-Income Mothers: A Path Mediation Analysis in a Randomized Clinical Trial
title_full Problem-Solving Education to Prevent Depression Among Low-Income Mothers: A Path Mediation Analysis in a Randomized Clinical Trial
title_fullStr Problem-Solving Education to Prevent Depression Among Low-Income Mothers: A Path Mediation Analysis in a Randomized Clinical Trial
title_full_unstemmed Problem-Solving Education to Prevent Depression Among Low-Income Mothers: A Path Mediation Analysis in a Randomized Clinical Trial
title_short Problem-Solving Education to Prevent Depression Among Low-Income Mothers: A Path Mediation Analysis in a Randomized Clinical Trial
title_sort problem-solving education to prevent depression among low-income mothers: a path mediation analysis in a randomized clinical trial
topic Original Investigation
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6324419/
https://www.ncbi.nlm.nih.gov/pubmed/30646083
http://dx.doi.org/10.1001/jamanetworkopen.2018.0334
work_keys_str_mv AT silversteinmichael problemsolvingeducationtopreventdepressionamonglowincomemothersapathmediationanalysisinarandomizedclinicaltrial
AT cabralhoward problemsolvingeducationtopreventdepressionamonglowincomemothersapathmediationanalysisinarandomizedclinicaltrial
AT hegelmark problemsolvingeducationtopreventdepressionamonglowincomemothersapathmediationanalysisinarandomizedclinicaltrial
AT diazlinhartyaminette problemsolvingeducationtopreventdepressionamonglowincomemothersapathmediationanalysisinarandomizedclinicaltrial
AT beardsleewilliam problemsolvingeducationtopreventdepressionamonglowincomemothersapathmediationanalysisinarandomizedclinicaltrial
AT kistincarolinej problemsolvingeducationtopreventdepressionamonglowincomemothersapathmediationanalysisinarandomizedclinicaltrial
AT feinbergemily problemsolvingeducationtopreventdepressionamonglowincomemothersapathmediationanalysisinarandomizedclinicaltrial