Evidence map›Paper›PMID 41662103›Full record

ArticlePLOS mental health2026

Ingredients for success: Factors associated with successful integration of depression care into non-communicable disease clinics in Malawi: A mixed-methods analysis.

Abigail M Morrison, Chifundo Colleta Zimba, Melissa Stockton, Jullita Kenala Malava, MacDonald Mbota, Maureen Matewere, Harriet Akello, Christopher F Akiba, Kelsey R Landrum, Vivian Go and 4 more

Abstract read
In one paragraph

Article in PLOS mental health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

14 authors.

Abigail M MorrisonDepartment of Health Behavior, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America.ORCID https://orcid.org/0000-0003-1952-8991
Chifundo Colleta ZimbaThe University of North Carolina Project, Lilongwe, Malawi.
Melissa StocktonDepartment of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America.
Jullita Kenala MalavaMalawi Epidemiology and Intervention Research Unit (MEIRU), Karonga, Malawi.
MacDonald MbotaThe University of North Carolina Project, Lilongwe, Malawi.
Maureen MatewereThe University of North Carolina Project, Lilongwe, Malawi.
Harriet AkelloThe University of North Carolina Project, Lilongwe, Malawi.
Christopher F AkibaRTI International, Research Triangle Park, Durham, North Carolina, United States of America.
Kelsey R LandrumDepartment of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America.
Vivian GoDepartment of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America.
Mina C HosseinipourThe University of North Carolina Project, Lilongwe, Malawi.ORCID https://orcid.org/0000-0003-2174-313X
Bradley N GaynesDepartment of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America.
Michael UdediMinistry of Health, Lilongwe, Malawi.
Brian W PenceDepartment of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Depression is a leading cause of disability worldwide that disproportionately impacts low- and middle-income countries (LMICs). Evidence-based depression care options are often limited in LMICs and poorly integrated into existing healthcare systems. Improving such integration is crucial to improving patient outcomes and reducing disability. In Malawi, a cluster-randomized trial of implementation strategies to integrate depression care into non-communicable disease clinics was conducted at 10 healthcare facilities from 2019 to 2021. Some clinics were highly successful in integrating depression care while others were less successful in both arms. This post-hoc mixed-methods analysis (01/10/2023 and 31/05/2024) combined quantitative clinic performance indicators with qualitative endline key informant interview data to identify factors other than the tested implementation strategies that differentiated clinics that effectively integrated depression treatment from those that did not. Most participants reported several implementation barriers that were present across nearly all clinics. These pervasive barriers included access to resources, provider attitudes, and provider turnover. Differentiating factors, which when present allowed successful clinics to overcome pervasive barriers and when absent made the barriers difficult to overcome, included clinic coordinator engagement, management engagement, clinic ownership, and adequate training. Differentiating factors that facilitated implementation of depression care integration, even in the presence of commonly identified barriers, should be prioritized as targets for future implementation efforts.

Identifiers

PMID41662103
PMCPMC12798279

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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.