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Abstract

Objective:

Evaluation of the effectiveness of integration of depression and alcohol use disorder care into primary health care in low- and middle-income countries (LMICs) is limited. The authors aimed to quantify the effectiveness of integrating mental health care into primary care by examining depression and alcohol use disorder outcomes. The study updates a previous systematic review summarizing research on care integration in LMICs.

Methods:

Following PRISMA guidelines, the authors included studies from the previous review and studies published from 2017 to 2020 that included adults with alcohol use disorder or depression. Studies were evaluated for type of integration model with the typology developed previously. A meta-analysis using a random-effects model to assess effectiveness of integrated interventions was conducted. Meta-regression analyses to examine the impact of study characteristics on depression and alcohol use disorder outcomes were conducted.

Results:

In total, 49 new articles were identified, and 74 articles from the previous and current studies met inclusion criteria for the meta-analysis. Overall random effect sizes were 0.28 (95% CI=0.22–0.35) and 0.17 (95% CI=0.11–0.24) for studies targeting care integration for depression or for alcohol use disorder, respectively, into primary care in LMICs. High heterogeneity within and among studies was observed. No significant association was found between country income level and depression and alcohol use outcomes. However, differences in effect sizes between types of integration model were statistically significant (p<0.001).

Conclusions:

Integration of mental health care into primary health care in LMICs was found to improve depression and alcohol use disorder outcomes. This evidence should be considered when designing interventions to improve mental health screening and treatment in LMICs.

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Supplementary Material

File (appi.ps.20220267.ds001.pdf)

Information & Authors

Information

Published In

Go to Psychiatric Services
Go to Psychiatric Services
Psychiatric Services
Pages: 950 - 962
PubMed: 36852551

History

Received: 20 May 2022
Revision received: 17 October 2022
Accepted: 5 December 2022
Published online: 28 February 2023
Published in print: September 01, 2023

Keywords

  1. Depression
  2. Alcoholism
  3. Primary care
  4. Behavioral medicine
  5. Service delivery systems
  6. Integrated care

Authors

Affiliations

Sena Park, B.A.
Center for Technology and Behavioral Health (Park, Cubillos, Bartels, Torrey, John, Bell, Marsch), Department of Anesthesiology (Martinez-Camblor), Department of Psychiatry (Torrey, Marsch), Geisel School of Medicine, Dartmouth College, Hanover, New Hampshire; Department of Clinical Epidemiology and Biostatistics (Cepeda, Gómez-Restrepo), Department of Psychiatry and Mental Health (Castro, Suárez-Obando, Uribe-Restrepo, Gómez-Restrepo), Pontificia Universidad Javeriana, Bogotá, Colombia.
Leonardo Cubillos, M.D., M.P.H. [email protected]
Center for Technology and Behavioral Health (Park, Cubillos, Bartels, Torrey, John, Bell, Marsch), Department of Anesthesiology (Martinez-Camblor), Department of Psychiatry (Torrey, Marsch), Geisel School of Medicine, Dartmouth College, Hanover, New Hampshire; Department of Clinical Epidemiology and Biostatistics (Cepeda, Gómez-Restrepo), Department of Psychiatry and Mental Health (Castro, Suárez-Obando, Uribe-Restrepo, Gómez-Restrepo), Pontificia Universidad Javeriana, Bogotá, Colombia.
Pablo Martinez-Camblor, Ph.D.
Center for Technology and Behavioral Health (Park, Cubillos, Bartels, Torrey, John, Bell, Marsch), Department of Anesthesiology (Martinez-Camblor), Department of Psychiatry (Torrey, Marsch), Geisel School of Medicine, Dartmouth College, Hanover, New Hampshire; Department of Clinical Epidemiology and Biostatistics (Cepeda, Gómez-Restrepo), Department of Psychiatry and Mental Health (Castro, Suárez-Obando, Uribe-Restrepo, Gómez-Restrepo), Pontificia Universidad Javeriana, Bogotá, Colombia.
Sophia M. Bartels, B.A.
Center for Technology and Behavioral Health (Park, Cubillos, Bartels, Torrey, John, Bell, Marsch), Department of Anesthesiology (Martinez-Camblor), Department of Psychiatry (Torrey, Marsch), Geisel School of Medicine, Dartmouth College, Hanover, New Hampshire; Department of Clinical Epidemiology and Biostatistics (Cepeda, Gómez-Restrepo), Department of Psychiatry and Mental Health (Castro, Suárez-Obando, Uribe-Restrepo, Gómez-Restrepo), Pontificia Universidad Javeriana, Bogotá, Colombia.
William C. Torrey, M.D.
Center for Technology and Behavioral Health (Park, Cubillos, Bartels, Torrey, John, Bell, Marsch), Department of Anesthesiology (Martinez-Camblor), Department of Psychiatry (Torrey, Marsch), Geisel School of Medicine, Dartmouth College, Hanover, New Hampshire; Department of Clinical Epidemiology and Biostatistics (Cepeda, Gómez-Restrepo), Department of Psychiatry and Mental Health (Castro, Suárez-Obando, Uribe-Restrepo, Gómez-Restrepo), Pontificia Universidad Javeriana, Bogotá, Colombia.
Deepak T. John, B.A.
Center for Technology and Behavioral Health (Park, Cubillos, Bartels, Torrey, John, Bell, Marsch), Department of Anesthesiology (Martinez-Camblor), Department of Psychiatry (Torrey, Marsch), Geisel School of Medicine, Dartmouth College, Hanover, New Hampshire; Department of Clinical Epidemiology and Biostatistics (Cepeda, Gómez-Restrepo), Department of Psychiatry and Mental Health (Castro, Suárez-Obando, Uribe-Restrepo, Gómez-Restrepo), Pontificia Universidad Javeriana, Bogotá, Colombia.
Magda Cepeda, M.D., Ph.D.
Center for Technology and Behavioral Health (Park, Cubillos, Bartels, Torrey, John, Bell, Marsch), Department of Anesthesiology (Martinez-Camblor), Department of Psychiatry (Torrey, Marsch), Geisel School of Medicine, Dartmouth College, Hanover, New Hampshire; Department of Clinical Epidemiology and Biostatistics (Cepeda, Gómez-Restrepo), Department of Psychiatry and Mental Health (Castro, Suárez-Obando, Uribe-Restrepo, Gómez-Restrepo), Pontificia Universidad Javeriana, Bogotá, Colombia.
Kathleen Bell, M.S.
Center for Technology and Behavioral Health (Park, Cubillos, Bartels, Torrey, John, Bell, Marsch), Department of Anesthesiology (Martinez-Camblor), Department of Psychiatry (Torrey, Marsch), Geisel School of Medicine, Dartmouth College, Hanover, New Hampshire; Department of Clinical Epidemiology and Biostatistics (Cepeda, Gómez-Restrepo), Department of Psychiatry and Mental Health (Castro, Suárez-Obando, Uribe-Restrepo, Gómez-Restrepo), Pontificia Universidad Javeriana, Bogotá, Colombia.
Sergio Castro, M.D., M.S.
Center for Technology and Behavioral Health (Park, Cubillos, Bartels, Torrey, John, Bell, Marsch), Department of Anesthesiology (Martinez-Camblor), Department of Psychiatry (Torrey, Marsch), Geisel School of Medicine, Dartmouth College, Hanover, New Hampshire; Department of Clinical Epidemiology and Biostatistics (Cepeda, Gómez-Restrepo), Department of Psychiatry and Mental Health (Castro, Suárez-Obando, Uribe-Restrepo, Gómez-Restrepo), Pontificia Universidad Javeriana, Bogotá, Colombia.
Fernando Suárez-Obando, M.D.
Center for Technology and Behavioral Health (Park, Cubillos, Bartels, Torrey, John, Bell, Marsch), Department of Anesthesiology (Martinez-Camblor), Department of Psychiatry (Torrey, Marsch), Geisel School of Medicine, Dartmouth College, Hanover, New Hampshire; Department of Clinical Epidemiology and Biostatistics (Cepeda, Gómez-Restrepo), Department of Psychiatry and Mental Health (Castro, Suárez-Obando, Uribe-Restrepo, Gómez-Restrepo), Pontificia Universidad Javeriana, Bogotá, Colombia.
José Miguel Uribe-Restrepo, M.D., M.P.H.
Center for Technology and Behavioral Health (Park, Cubillos, Bartels, Torrey, John, Bell, Marsch), Department of Anesthesiology (Martinez-Camblor), Department of Psychiatry (Torrey, Marsch), Geisel School of Medicine, Dartmouth College, Hanover, New Hampshire; Department of Clinical Epidemiology and Biostatistics (Cepeda, Gómez-Restrepo), Department of Psychiatry and Mental Health (Castro, Suárez-Obando, Uribe-Restrepo, Gómez-Restrepo), Pontificia Universidad Javeriana, Bogotá, Colombia.
Carlos Gómez-Restrepo, M.D., Ph.D.
Center for Technology and Behavioral Health (Park, Cubillos, Bartels, Torrey, John, Bell, Marsch), Department of Anesthesiology (Martinez-Camblor), Department of Psychiatry (Torrey, Marsch), Geisel School of Medicine, Dartmouth College, Hanover, New Hampshire; Department of Clinical Epidemiology and Biostatistics (Cepeda, Gómez-Restrepo), Department of Psychiatry and Mental Health (Castro, Suárez-Obando, Uribe-Restrepo, Gómez-Restrepo), Pontificia Universidad Javeriana, Bogotá, Colombia.
Lisa A. Marsch, Ph.D.
Center for Technology and Behavioral Health (Park, Cubillos, Bartels, Torrey, John, Bell, Marsch), Department of Anesthesiology (Martinez-Camblor), Department of Psychiatry (Torrey, Marsch), Geisel School of Medicine, Dartmouth College, Hanover, New Hampshire; Department of Clinical Epidemiology and Biostatistics (Cepeda, Gómez-Restrepo), Department of Psychiatry and Mental Health (Castro, Suárez-Obando, Uribe-Restrepo, Gómez-Restrepo), Pontificia Universidad Javeriana, Bogotá, Colombia.

Notes

Send correspondence to Dr. Cubillos ([email protected]).

Funding Information

This research was supported by grant U19 MH-109988 from NIMH (principal investigators Drs. Marsch and Gómez-Restrepo).

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