SynthesisThe Cochrane database of systematic reviews2021
Primary-level worker interventions for the care of people living with mental disorders and distress in low- and middle-income countries.
Synthesis in The Cochrane database of systematic reviews, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 94 papers, 13 of them syntheses that pooled 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.
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.
Teachers Delivering Task-Shifted Mental Health Care to Adolescents in India
Building Teachers Mental Health Skills to Support Students With Mental Health Needs in Elementary and Middle Schools in North Carolina: Program Implementation and Prospective Data Collection
Who cites it
94 citing papers in PubMed, 13 syntheses or guidelines pooled it, 180 citations in OpenAlex.
- Empowering accredited social health activist (ASHA) workers to support community mental health in Karnataka State of India: A systematic review.The Indian journal of medical research · 2026Pooled it
- Factors Influencing Community Members' Perception of Primary Health Care Services Delivered by Community Health Workers in Rural Areas: A Systematic Review.The Australian journal of rural health · 2026Pooled it
- Psychological and social interventions for the promotion of mental health in people living in low- and middle-income countries affected by humanitarian crises.The Cochrane database of systematic reviews · 2024Pooled it
- Transdiagnostic Psychological Interventions for Symptoms of Common Mental Disorders Delivered by Non-Specialist Providers in Low- and Middle-Income Countries: A Systematic Review and Meta-Analysis.Depression and anxiety · 2024Pooled it
- Effectiveness of single-session therapy for adult common mental disorders: a systematic review.BMC psychology · 2023Pooled it
- Primary-level and community worker interventions for the prevention of mental disorders and the promotion of well-being in low- and middle-income countries.The Cochrane database of systematic reviews · 2023Pooled it
- Integrating Depression and Alcohol Use Care Into Primary Care in Low- and Middle-Income Countries: A Meta-Analysis.Psychiatric services (Washington, D.C.) · 2023Pooled it
- Qualitative evidence regarding the experience of receiving and providing care for mental health conditions in non-specialist settings in low-income and middle-income countries: a systematic review of reviews.BMJ mental health · 2023Pooled it
- Which interventions for alcohol use should be included in a universal healthcare benefit package? An umbrella review of targeted interventions to address harmful drinking and dependence.BMC public health · 2023Pooled it
- Interventions to identify and manage depression delivered by 'nontraditional' providers to community-dwelling older adults: A realist review.Health expectations : an international journal of public participation in health care and health policy · 2022Pooled it
- Psychosocial interventions for depression delivered by non-mental health specialists to people living with HIV/AIDS in low- and middle-income countries: A systematic review.Journal of global health · 2022Pooled it
- Community-based interventions for improving mental health in refugee children and adolescents in high-income countries.The Cochrane database of systematic reviews · 2022Pooled it
- Primary-level worker interventions for the care of people living with mental disorders and distress in low- and middle-income countries.The Cochrane database of systematic reviews · 2021Pooled it
- Increases in employment over six months following Khanya: A secondary analysis of a pilot randomized controlled trial of a peer-delivered behavioral intervention for substance use and HIV medication adherence in Cape Town, South Africa.The International journal on drug policy · 2024Trial
- Effectiveness of Collaborative, Trauma-Informed Care on Depression Outcomes in Primary Care: A Cluster Randomized Control Trial in Chile.Annals of family medicineTrial
- Measurement-Based Mental Health Care for Adolescents in Africa: Protocol for a Computerized Adaptive Test.JMIR research protocols · 2026Article
- Community-Delivered, Task-Shifted Trauma-Focused Intervention for Youth in Northwest Nigeria: Mental Health and Functional Outcomes of a Mixed-Methods Study.Rwanda journal of medicine and health sciences · 2026Article
- Peer Mentor Training and Supervision for a Digital Adolescent Depression Treatment in South Africa and Uganda: Mixed Methods Evaluation.JMIR mental health · 2026Article
- Evidence from Darjeeling to support "Education as Mental Health Therapy" (Ed-MH) as an emerging therapy modality.Australasian psychiatry : bulletin of Royal Australian and New Zealand College of Psychiatrists · 2026Article
- Delivering low-intensity psychological interventions in low- and middle-income countries: A systematic review and meta-ethnographic synthesis of lay health workers' experiences.Global mental health (Cambridge, England) · 2026Review
34 more citing papers are in PubMed but not listed here.
Corrections and comments
- Update of
Authors and funding
17 authors at 14 institutions in 8 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundCommunity-based primary-level workers (PWs) are an important strategy for addressing gaps in mental health service delivery in low- and middle-income countries.
objectivesTo evaluate the effectiveness of PW-led treatments for persons with mental health symptoms in LMICs, compared to usual care. SEARCH
methodsMEDLINE, Embase, CENTRAL, ClinicalTrials.gov, ICTRP, reference lists (to 20 June 2019). SELECTION CRITERIA: Randomised trials of PW-led or collaborative-care interventions treating people with mental health symptoms or their carers in LMICs. PWs included: primary health professionals (PHPs), lay health workers (LHWs), community non-health professionals (CPs). DATA COLLECTION AND ANALYSIS: Seven conditions were identified apriori and analysed by disorder and PW examining recovery, prevalence, symptom change, quality-of-life (QOL), functioning, service use (SU), and adverse events (AEs). Risk ratios (RRs) were used for dichotomous outcomes; mean difference (MDs), standardised mean differences (SMDs), or mean change differences (MCDs) for continuous outcomes. For SMDs, 0.20 to 0.49 represented small, 0.50 to 0.79 moderate, and ≥0.80 large clinical effects. Analysis timepoints: T1 (<1 month), T2 (1-6 months), T3 ( >6 months) post-intervention. MAIN
resultsDescription of studies 95 trials (72 new since 2013) from 30 LMICs (25 trials from 13 LICs). Risk of bias Most common: detection bias, attrition bias (efficacy), insufficient protection against contamination. Intervention effects *Unless indicated, comparisons were usual care at T2. "Probably", "may", or "uncertain" indicates "moderate", "low," or "very low" certainty evidence. Adults with common mental disorders (CMDs) LHW-led interventions a. may increase recovery (2 trials, 308 participants; RR 1.29, 95%CI 1.06 to 1.56); b. may reduce prevalence (2 trials, 479 participants; RR 0.42, 95%CI 0.18 to 0.96); c. may reduce symptoms (4 trials, 798 participants; SMD -0.59, 95%CI -1.01 to -0.16); d. may improve QOL (1 trial, 521 participants; SMD 0.51, 95%CI 0.34 to 0.69); e. may slightly reduce functional impairment (3 trials, 1399 participants; SMD -0.47, 95%CI -0.8 to -0.15); f. may reduce AEs (risk of suicide ideation/attempts); g. may have uncertain effects on SU. Collaborative-care a. may increase recovery (5 trials, 804 participants; RR 2.26, 95%CI 1.50 to 3.43); b. may reduce prevalence although the actual effect range indicates it may have little-or-no effect (2 trials, 2820 participants; RR 0.57, 95%CI 0.32 to 1.01); c. may slightly reduce symptoms (6 trials, 4419 participants; SMD -0.35, 95%CI -0.63 to -0.08); d. may slightly improve QOL (6 trials, 2199 participants; SMD 0.34, 95%CI 0.16 to 0.53); e. probably has little-to-no effect on functional impairment (5 trials, 4216 participants; SMD -0.13, 95%CI -0.28 to 0.03); f. may reduce SU (referral to MH specialists); g. may have uncertain effects on AEs (death). Women with perinatal depression (PND) LHW-led interventions a. may increase recovery (4 trials, 1243 participants; RR 1.29, 95%CI 1.08 to 1.54); b. probably slightly reduce symptoms (5 trials, 1989 participants; SMD -0.26, 95%CI -0.37 to -0.14); c. may slightly reduce functional impairment (4 trials, 1856 participants; SMD -0.23, 95%CI -0.41 to -0.04); d. may have little-to-no effect on AEs (death); e. may have uncertain effects on SU. Collaborative-care a. has uncertain effects on symptoms/QOL/SU/AEs. Adults with post-traumatic stress (PTS) or CMDs in humanitarian settings LHW-led interventions a. may slightly reduce depression symptoms (5 trials, 1986 participants; SMD -0.36, 95%CI -0.56 to -0.15); b. probably slightly improve QOL (4 trials, 1918 participants; SMD -0.27, 95%CI -0.39 to -0.15); c. may have uncertain effects on symptoms (PTS)/functioning/SU/AEs. PHP-led interventions a. may reduce PTS symptom prevalence (1 trial, 313 participants; RR 5.50, 95%CI 2.50 to 12.10) and depression prevalence (1 trial, 313 participants; RR 4.60, 95%CI 2.10 to 10.08); b. may have uncertain effects on symptoms/functioning/SU/AEs. Adults with harmful/hazardous alcohol or substance use LHW-led interventions a. may increase recovery from harmful/hazardous alcohol use although the actual effect range indicates it may have little-or-no effect (4 trials, 872 participants; RR 1.28, 95%CI 0.94 to 1.74); b. may have little-to-no effect on the prevalence of methamphetamine use (1 trial, 882 participants; RR 1.01, 95%CI 0.91 to 1.13) and functional impairment (2 trials, 498 participants; SMD -0.14, 95%CI -0.32 to 0.03); c. probably slightly reduce risk of harmful/hazardous alcohol use (3 trials, 667 participants; SMD -0.22, 95%CI -0.32 to -0.11); d. may have uncertain effects on SU/AEs. PHP/CP-led interventions a. probably have little-to-no effect on recovery from harmful/hazardous alcohol use (3 trials, 1075 participants; RR 0.93, 95%CI 0.77 to 1.12) or QOL (1 trial, 560 participants; MD 0.00, 95%CI -0.10 to 0.10); b. probably slightly reduce risk of harmful/hazardous alcohol and substance use (2 trials, 705 participants; SMD -0.20, 95%CI -0.35 to -0.05; moderate-certainty evidence); c. may have uncertain effects on prevalence (cannabis use)/SU/AEs. PW-led interventions for alcohol/substance dependence a. may have uncertain effects. Adults with severe mental disorders *Comparisons were specialist-led care at T1. LHW-led interventions a. may have little-to-no effect on caregiver burden (1 trial, 253 participants; MD -0.04, 95%CI -0.18 to 0.11); b. may have uncertain effects on symptoms/functioning/SU/AEs. PHP-led or collaborative-care a. may reduce functional impairment (7 trials, 874 participants; SMD -1.13, 95%CI -1.78 to -0.47); b. may have uncertain effects on recovery/relapse/symptoms/QOL/SU. Adults with dementia and carers PHP/LHW-led carer interventions a. may have little-to-no effect on the severity of behavioural symptoms in dementia patients (2 trials, 134 participants; SMD -0.26, 95%CI -0.60 to 0.08); b. may reduce carers' mental distress (2 trials, 134 participants; SMD -0.47, 95%CI -0.82 to -0.13); c. may have uncertain effects on QOL/functioning/SU/AEs. Children with PTS or CMDs LHW-led interventions a. may have little-to-no effect on PTS symptoms (3 trials, 1090 participants; MCD -1.34, 95%CI -2.83 to 0.14); b. probably have little-to-no effect on depression symptoms (3 trials, 1092 participants; MCD -0.61, 95%CI -1.23 to 0.02) or on functional impairment (3 trials, 1092 participants; MCD -0.81, 95%CI -1.48 to -0.13); c. may have little-or-no effect on AEs. CP-led interventions a. may have little-to-no effect on depression symptoms (2 trials, 602 participants; SMD -0.19, 95%CI -0.57 to 0.19) or on AEs; b. may have uncertain effects on recovery/symptoms(PTS)/functioning. AUTHORS'
conclusionsPW-led interventions show promising benefits in improving outcomes for CMDs, PND, PTS, harmful alcohol/substance use, and dementia carers in LMICs.
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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.