Evidence map›Paper›PMID 41393145›Full record

ArticleFrontiers in medicine2025

Global educational initiative for managing major depressive disorders in primary care: the MDD minds project.

Christopher Dowrick, Mary Ales, Abdullah AlKhathami, Dewanto Andoko, Adekunle Joseph Ariba, Ryuki Kassai, Cindy Lam, Christos Lionis, Joy Mugambi, Sankha Randenikumara and 3 more

Abstract read
In one paragraph

Article in Frontiers in medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

13 authors.

Christopher Dowrick *Department of Mental Health and Primary Care, University of Liverpool, Liverpool, United Kingdom.
Mary Ales *Mosaica Solutions LLC, Madison, WI/Kansas City, MO, United States.
Abdullah AlKhathami *Postgraduate Medical Education, Dammam, Saudi Arabia.
Dewanto Andoko *Faculty of Medicine, Pelita Harapan University, Tangerang, Indonesia.
Adekunle Joseph Ariba *Department of Family Medicine, Olabisi Onabanjo University Teaching Hospital, Sagamu, Nigeria.
Ryuki Kassai *Department of Community and Family Medicine, Fukushima Medical University, Fukushima, Japan.
Cindy Lam *Department of Family Medicine and Primary Care, School of Clinical Medicine, The University of Hong Kong, Hong Kong, Hong Kong SAR, China.
Christos Lionis *Laboratory of Health and Society, School of Medicine, University of Crete, Crete, Greece.
Joy Mugambi *Kenya Association of Family Physicians, Nairobi, Kenya.
Sankha Randenikumara *College of General Practitioners of Sri Lanka, Colombo, Sri Lanka.
Shelly Rodrigues *Mosaica Solutions LLC, Madison, WI/Kansas City, MO, United States.
André Tavares *Faculty of Medicine, University of Porto, Porto, Portugal.
Ana Bertha Perez Villalva *Institute of Social Security and Services for State Workers (ISSSTE), Family Medicine Clinic, Mexico City, Mexico.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Depressive disorders are common and disabling, and a substantial treatment gap exists particularly in low-resource settings. Family doctors are well-placed to bridge this gap but often lack the confidence, knowledge and skill to do so. The World Organization of Family Doctors (WONCA) and its collaborators designed the MDD Minds project to improve care for major depressive disorders delivered by family doctors in Africa/Middle East (Kenya, Nigeria, and Saudi Arabia), Asia (Indonesia, Japan, and Sri Lanka) and Latin America (Brazil, Mexico, and Peru). The MDD Minds organizational structure included a steering committee, a design and measurement team and a group of master faculty composed of primary mental health care experts from participating countries. Project delivery was in three phases: MDD Minds 101, an online programme with seven modules; Train-the-Trainer, a group-based approach combining online and real-time elements and leading to delivery of in-country educational activities; and Performance- in-Practice, focused on enhanced depression screening for patients with diabetes. Recruitment was conducted by WONCA in collaboration with national primary care organizations. Project delivery began in October 2023 and was completed in December 2024. Enrollment and completion rates were tracked: 2,892 family doctors enrolled in MDD Minds 101; 581 (20%) completed the course. In Train-the-Trainer 210 scholars enrolled; 126 (60%) completed the program, delivering 143 educational sessions to 1,697 other healthcare professionals in their respective regions. Nine primary care teams in Brazil, Kenya, Japan and Nigeria participated in the Performance-in-Practice program; among 1,592 diabetes patients screened, 26.6% were diagnosed with depression and promptly managed. Strategic alignment between partnering organizations, in combination with world-wide expertise in mental health, ensured effective participation. Language and cultural adaptation were important to serving the diverse range of learners, as was ease of access to online platforms and enhanced use of social media. Our online course completion rate exceeded our expectations. The MDD Minds project demonstrates WONCA's ability to deliver high-quality educational programming at scale, as well as the benefits of localized frameworks that support family doctors, primary care teams, and patients in improving the care of those with major depressive disorder. It offers a replicable and sustainable approach to enhancing mental healthcare in diverse primary care settings.

Indexed as

depressionfamily doctorsonline trainingprimary carescreeningTrain-the-Trainer

Identifiers

PMID41393145
PMCPMC12696672

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

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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.