Evidence map›Paper›PMID 34352116›Full record

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.

Nadja van Ginneken, Weng Yee Chin, Yen Chian Lim, Amin Ussif, Rakesh Singh, Ujala Shahmalak, Marianna Purgato, Antonio Rojas-García, Eleonora Uphoff, Sarah McMullen and 7 more

2 registry-linked trialsOpen access · bronzeAbstract readSystematic Review
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
94citing papers in PubMed, 13 pooled it
33.1field-weighted citation impact, top 1% 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.

NCT06248203 narecruitingnot on this mapstarted 2024, after this paper: background citation

Teachers Delivering Task-Shifted Mental Health Care to Adolescents in India

TypeinterventionalSponsorUniversity of North Carolina, Chapel HillRan2024 to 2027Enrolled216ConditionsAdolescent Behavior, Adolescent - Emotional Problem, Mental Health Issue, Psychosocial FunctioningArmsTealeaf-Mansik Swasta (Tealeaf) as adapted for Adolescents, Enhanced Usual Care (EUC)
NCT06587230 narecruitingnot on this mapstarted 2024, after this paper: background citation

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

TypeinterventionalSponsorUniversity of North Carolina, Chapel HillRan2024 to 2027Enrolled312ConditionsChild Behavior, Mental Health Issue, Psychosocial Functioning, DepressionArmsTeachers Leading the Frontlines, Responding to Students' Emotions Through Education
3 · Its place in the literature

Who cites it

94 citing papers in PubMed, 13 syntheses or guidelines pooled it, 180 citations in OpenAlex.

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  10. 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 · 2022
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  19. 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 · 2026
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34 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

17 authors at 14 institutions in 8 countries.

Nadja van Ginneken *Department of Primary Care and Mental Health, University of Liverpool, Liverpool, UK.
Weng Yee Chin *Department of Family Medicine and Primary Care, The University of Hong Kong, Pokfulam, Hong Kong.
Yen Chian Lim *Bellevue College, Bellevue, Washington, USA.
Amin UssifNorwegian Institute of Public Health, Oslo, Norway.
Rakesh SinghDepartment of Community Health Sciences, School of Medicine and School of Public Health, Patan Academy of Health Sciences, Lalitpur, Nepal.
Ujala ShahmalakDivision of Population Health, Health Services Research & Primary Care, The University of Manchester, Manchester, UK.
Marianna PurgatoDepartment of Neurosciences, Biomedicine and Movement Sciences, Section of Psychiatry, University of Verona, Verona, Italy.
Antonio Rojas-GarcíaPublic Health Policy Evaluation Unit, School of Public Health, Imperial College London, London, UK.
Eleonora UphoffCochrane Common Mental Disorders, Centre for Reviews and Dissemination, University of York, York, UK.
Sarah McMullenDivision of Population Health, Health Services Research & Primary Care, The University of Manchester, Manchester, UK.
Hakan Safaralilo FossFaculty of Medicine, University of Oslo, Oslo, Norway.
Ambika Thapa PachyaDepartment of Community Health Sciences, School of Medicine and School of Public Health, Patan Academy of Health Sciences, Lalitpur, Nepal.
Laleh RashidianTehran University of Medical Sciences, Tehran, Iran.
Anna BorghesaniDepartment of Neurosciences, Biomedicine and Movement Sciences, Section of Psychiatry, University of Verona, Verona, Italy.
Nicholas HenschkeCochrane Response, Cochrane, London, UK.
Lee-Yee ChongNuffield Department of Surgical Sciences, University of Oxford, Oxford, UK.
Simon LewinNorwegian Institute of Public Health, Oslo, Norway.
Norwegian Institute of Public Health · NOPatan Academy of Health Sciences · NPUniversity of Verona · ITBellevue College · USCochrane · GBImperial College London · GBManchester Academic Health Science Centre · GBTehran University of Medical Sciences · IRUniversity of Hong Kong · HKUniversity of Liverpool · GBUniversity of Manchester · GBUniversity of Oslo · NOUniversity of Oxford · GBUniversity of York · GB

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

Developing CountriesMental DisordersAdultCaregiversChildFemaleHumansMental HealthPregnancyQuality of Life

Identifiers

PMID34352116
PMCPMC8406740
OpenAlexW3190542942

What OpenQuestion holds

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LicenceCC BY-NC
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Registered trials

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.