Evidence map›Paper›PMID 24976551›Full record

ArticleAnnals of global health

Closing the mental health gap in low-income settings by building research capacity: perspectives from Mozambique.

Annika C Sweetland, Maria A Oquendo, Mohsin Sidat, Palmira F Santos, Sten H Vermund, Cristiane S Duarte, Melissa Arbuckle, Milton L Wainberg

Open access · goldAbstract read
In one paragraph

Article in Annals of global health. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 44 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
44citing papers in PubMed, 2 pooled it
4.0field-weighted citation impact, top 7% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

44 citing papers in PubMed, 2 syntheses or guidelines pooled it, 81 citations in OpenAlex.

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  6. Mental health literacy among nurses at community health centers in rural Rwanda.International journal of mental health systems · 2026
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors at 6 institutions in 2 countries.

Annika C SweetlandDepartment of Psychiatry, Columbia University, New York State Psychiatric Institute, New York, NY. Electronic address: acs2124@columbia.edu.
Maria A OquendoDepartment of Psychiatry, Columbia University, New York State Psychiatric Institute, New York, NY.
Mohsin SidatUniversidade Eduardo Mondlane, Maputo, Mozambique.
Palmira F SantosMinistry of Health, Mental Health Department, Maputo, Mozambique.
Sten H VermundVanderbilt Institute for Global Health and Department of Pediatrics, Vanderbilt University School of Medicine, Nashville, TN.
Cristiane S DuarteDepartment of Psychiatry, Columbia University, New York State Psychiatric Institute, New York, NY.
Melissa ArbuckleDepartment of Psychiatry, Columbia University, New York State Psychiatric Institute, New York, NY.
Milton L WainbergDepartment of Psychiatry, Columbia University, New York State Psychiatric Institute, New York, NY.
Columbia University · USNew York Psychoanalytic Society and Institute · USEduardo Mondlane University · MZMinistry of Health · MZNew York State Psychiatric InstituteVanderbilt Health · US

Funding

Vanderbilt University-CIDRZ AIDS International Training and Research ProgramD43TW001035 · FIC · VANDERBILT UNIVERSITY · PI VERMUND, STEN H. · 1998 to 2014
$10.9M
Global Mental Health Research Fellowship: Interventions That Make a DifferenceT32MH096724 · NIMH · NEW YORK STATE PSYCHIATRIC INSTITUTE DBA RESEARCH FOUNDATION FOR MENTAL HYGIENE, INC · PI MILTON L WAINBERG · 2012 to 2026
$4.4M
PALOP MENTAL HEALTH IMPLEMENTATION RESEARCH TRAININGD43TW009675 · FIC · NEW YORK STATE PSYCHIATRIC INSTITUTE DBA RESEARCH FOUNDATION FOR MENTAL HYGIENE, INC · PI Lidia Gouveia, Maria A Oquendo · 2014 to 2026
$3.2M
FIC NIH HHS D43 TW001035FIC NIH HHS D43 TW009675NIMH NIH HHS T32 MH096724PHS HHS D43 PAR10257
6 · The paper itself

Abstract

backgroundNeuropsychiatric disorders are the leading cause of disability worldwide, accounting for 22.7% of all years lived with disability. Despite this global burden, fewer than 25% of affected individuals ever access mental health treatment; in low-income settings, access is much lower, although nonallopathic interventions through traditional healers are common in many venues. Three main barriers to reducing the gap between individuals who need mental health treatment and those who have access to it include stigma and lack of awareness, limited material and human resources, and insufficient research capacity. We argue that investment in dissemination and implementation research is critical to face these barriers. Dissemination and implementation research can improve mental health care in low-income settings by facilitating the adaptation of effective treatment interventions to new settings, particularly when adapting specialist-led interventions developed in high-resource countries to settings with few, if any, mental health professionals. Emerging evidence from other low-income settings suggests that lay providers can be trained to detect mental disorders and deliver basic psychotherapeutic and psychopharmacological interventions when supervised by an expert.

objectivesWe describe a new North-South and South-South research partnership between Universidade Eduardo Mondlane (Mozambique), Columbia University (United States), Vanderbilt University (United States), and Universidade Federal de São Paulo (Brazil), to build research capacity in Mozambique and other Portuguese-speaking African countries.

conclusionsMozambique has both the political commitment and available resources for mental health, but inadequate research capacity and workforce limits the country's ability to assess local needs, adapt and test interventions, and identify implementation strategies that can be used to effectively bring evidence-based mental health interventions to scale within the public sector. Global training and research partnerships are critical to building capacity, promoting bilateral learning between and among low- and high-income settings, ultimately reducing the mental health treatment gap worldwide.

Indexed as

Capacity BuildingDeveloping CountriesHealth Services ResearchMental Health ServicesGlobal HealthHealth Services AccessibilityHealth Services Needs and DemandHumansInternational CooperationMental DisordersMental HealingMozambiqueProgram Developmentglobal mental healthMozambiquePALOPresearch partnerships

Identifiers

PMID24976551
PMCPMC4109687
OpenAlexW1972341958

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.