Evidence map›Paper›PMID 34400456›Full record

ArticleBMJ open2021

Collaborative care model for depression in rural Nepal: a mixed-methods implementation research study.

Pragya Rimal, Nandini Choudhury, Pawan Agrawal, Madhur Basnet, Bhavendra Bohara, David Citrin, Santosh Kumar Dhungana, Bikash Gauchan, Priyanka Gupta, Tula Krishna Gupta and 17 more

Registry-linked trialAbstract read
In one paragraph

Article in BMJ open, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06834867 (A Randomized Controlled Trial of a Multi-component Family Intervention to Lower Depression and Address Intimate Partner Violence), which is not on this map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
–field-weighted citation impact
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.

NCT06834867 narecruitingnot on this mapstarted 2025, after this paper: background citation

A Randomized Controlled Trial of a Multi-component Family Intervention to Lower Depression and Address Intimate Partner Violence (MILAP) Among Young Women in Nepal

TypeinterventionalSponsorPossibleRan2025 to 2028Enrolled900ConditionsIntimate Partner Violence (IPV), Depression, PTSD - Post Traumatic Stress DisorderArmsMILAP intervention
3 · Its place in the literature

Who cites it

12 citing papers in PubMed.

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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

27 authors.

Pragya Rimal *Nyaya Health Nepal, Kathmandu, Nepal pragya@possiblehealth.org.ORCID 0000-0003-4442-4609
Nandini Choudhury *Arnhold Institute for Global Health, Icahn School of Medicine at Mount Sinai, New York, New York, USA.
Pawan AgrawalNyaya Health Nepal, Kathmandu, Nepal.
Madhur BasnetNyaya Health Nepal, Kathmandu, Nepal.
Bhavendra BoharaNyaya Health Nepal, Kathmandu, Nepal.
David CitrinPossible, New York, New York, USA.
Santosh Kumar DhunganaInternal Medicine, Hurley Medical Center, Flint, Michigan, USA.
Bikash GauchanNyaya Health Nepal, Kathmandu, Nepal.
Priyanka GuptaNyaya Health Nepal, Kathmandu, Nepal.
Tula Krishna GuptaNyaya Health Nepal, Kathmandu, Nepal.
Scott HallidayPossible, New York, New York, USA.
Bharat KadayatNyaya Health Nepal, Kathmandu, Nepal.
Ramesh MaharNyaya Health Nepal, Kathmandu, Nepal.
Duncan MaruArnhold Institute for Global Health, Icahn School of Medicine at Mount Sinai, New York, New York, USA.ORCID 0000-0002-5923-6910
Viet NguyenHealth Services, Los Angeles County Department of Health Services, Los Angeles, California, USA.
Sanjaya PoudelNyaya Health Nepal, Kathmandu, Nepal.
Anant RautArnhold Institute for Global Health, Icahn School of Medicine at Mount Sinai, New York, New York, USA.
Janaki RawalNyaya Health Nepal, Kathmandu, Nepal.
Sabitri SapkotaPossible, Kathmandu, Nepal.
Dan SchwarzPossible, New York, New York, USA.
Ryan SchwarzPossible, New York, New York, USA.
Srijana ShresthaPossible, New York, New York, USA.
Sikhar SwarNyaya Health Nepal, Kathmandu, Nepal.
Aradhana ThapaPossible, Kathmandu, Nepal.
Poshan ThapaUniversity of New South Wales School of Public Health and Community Medicine, Sydney, New South Wales, Australia.
Rebecca WhiteNyaya Health Nepal, Kathmandu, Nepal.
Bibhav AcharyaPossible, New York, New York, USA.

Funding

Clinical and Translational Science InstituteUL1TR001872 · NCATS · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI COLLARD, HAROLD R, JACOBY, VANESSA · 2016 to 2025
$112.1M
TRAINING THE NEXT GENERATION OF MENTAL HEALTH RESEARCHERSR25MH060482 · NIMH · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI DANIEL H MATHALON, Susan M. Voglmaier · 2000 to 2026
$5.2M
NCATS NIH HHS UL1 TR001872NIMH NIH HHS R25 MH060482
6 · The paper itself

Abstract

introductionDespite carrying a disproportionately high burden of depression, patients in low-income countries lack access to effective care. The collaborative care model (CoCM) has robust evidence for clinical effectiveness in improving mental health outcomes. However, evidence from real-world implementation of CoCM is necessary to inform its expansion in low-resource settings.

methodsWe conducted a 2-year mixed-methods study to assess the implementation and clinical impact of CoCM using the WHO Mental Health Gap Action Programme protocols in a primary care clinic in rural Nepal. We used the Capability Opportunity Motivation-Behaviour (COM-B) implementation research framework to adapt and study the intervention. To assess implementation factors, we qualitatively studied the impact on providers' behaviour to screen, diagnose and treat mental illness. To assess clinical impact, we followed a cohort of 201 patients with moderate to severe depression and determined the proportion of patients who had a substantial clinical response (defined as ≥50% decrease from baseline scores of Patient Health Questionnaire (PHQ) to measure depression) by the end of the study period.

resultsProviders experienced improved capability (enhanced self-efficacy and knowledge), greater opportunity (via access to counsellors, psychiatrist, medications and diagnostic tests) and increased motivation (developing positive attitudes towards people with mental illness and seeing patients improve) to provide mental healthcare. We observed substantial clinical response in 99 (49%; 95% CI: 42% to 56%) of the 201 cohort patients, with a median seven point (Q1:-9, Q3:-2) decrease in PHQ-9 scores (p<0.0001).

conclusionUsing the COM-B framework, we successfully adapted and implemented CoCM in rural Nepal, and found that it enhanced providers' positive perceptions of and engagement in delivering mental healthcare. We observed clinical improvement of depression comparable to controlled trials in high-resource settings. We recommend using implementation research to adapt and evaluate CoCM in other resource-constrained settings to help expand access to high-quality mental healthcare.

Indexed as

Mental DisordersPsychiatryDepressionHumansNepalRural Populationdepression & mood disordersmental healthprimary carepublic healthquality in health care

Identifiers

PMID34400456
PMCPMC8370561

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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.