Evidence map›Paper›PMID 41184028›Full record

Trial reportBMJ global health2025

Productivity benefits of treatment of depression and post-traumatic stress disorder in Kenya.

Daniel Mwai, Susan M Meffert, Easter E Olwanda, Muthoni A Mathai, Linnet Ongeri, Rachel L Burger, Anne Mbwayo, Grace Rota, Ammon Otieno, Craig R Cohen and 8 more

Registry-linked trialAbstract readRandomized Controlled Trial
In one paragraph

Trial report in BMJ global health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03466346 (A Sequential, Multiple Assignment Randomized Trial), which is not on this 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.

NCT03466346 nacompletednot on this map

A Sequential, Multiple Assignment Randomized Trial (SMART) for Non-specialist Treatment of Common Mental Disorders in Kenya: Leveraging the Depression And Primary-care Partnership for Effectiveness-implementation Research (DAPPER) Project

TypeinterventionalSponsorUniversity of California, San FranciscoRan2020 to 2024Enrolled2,162ConditionsDepression, Unipolar, Posttraumatic Stress Disorder, TraumaArmsFluoxetine, Interpersonal Psychotherapy
3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Trial
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

18 authors.

Daniel MwaiUniversity of Nairobi, Nairobi, Nairobi, Kenya.
Susan M MeffertDepartment of Psychiatry and Behavioral Sciences, University of California San Francisco, San Francisco, California, USA.ORCID 0000-0002-5882-7102
Easter E OlwandaKenya Medical Research Institute, Nairobi, Nairobi County, Kenya.
Muthoni A MathaiUniversity of Nairobi, Nairobi, Nairobi, Kenya.
Linnet OngeriKenya Medical Research Institute, Nairobi, Nairobi County, Kenya.
Rachel L BurgerDepartment of Psychiatry and Behavioral Sciences, University of California San Francisco, San Francisco, California, USA.ORCID 0000-0001-9373-2910
Anne MbwayoUniversity of Nairobi, Nairobi, Nairobi, Kenya.
Grace RotaUniversity of Nairobi, Nairobi, Nairobi, Kenya.
Ammon OtienoUniversity of Nairobi, Nairobi, Nairobi, Kenya.
Craig R CohenDepartment of Obstetrics, Gynecology and Reproductive Sciences, University of California San Francisco, San Francisco, California, USA.
David BukusiUniversity of Nairobi, Nairobi, Nairobi, Kenya.
Gregory A AaronsDepartment of Psychiatry, University of California San Diego, La Jolla, California, USA.
Thomas C NeylanDepartment of Psychiatry and Behavioral Sciences, University of California San Francisco, San Francisco, California, USA.
Charles E McCullochDepartment of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, California, USA.
Chengshi JinDepartment of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, California, USA.
Dickens AkenaMakerere University, Kampala, Kampala, Uganda.
Simon KahongeKenya Ministry of Health, Nairobi, Kenya.
James G KahnDepartment of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, California, USA Jgkahn@gmail.com.

Funding

Individual Variation in Effects of Traumatic Stress on Gray Matter MyelinR01MH115020 · NIMH · NORTHERN CALIFORNIA INSTITUTE/RES/EDU · PI KAUFER, DANIELA, NEYLAN, THOMAS C · 2019 to 2023
$3.9M
The SMART-DAPPER study: Implementation research on Tele-mental health care in the COVID19 eraR01MH113722 · NIMH · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI MEFFERT, SUSAN M. · 2019 to 2023
$3.6M
Depression And Primary-care Partnership for Effectiveness-implementation Research (DAPPER)R01MH115512 · NIMH · UNIVERSITY OF NAIROBI · PI MATHAI, MUTHONI MUTHONI, MEFFERT, SUSAN M. · 2018 to 2022
$3.1M
Investigating Fear System Myelination in PTSD Using In Vivo and Post Mortem DataR01MH132617 · NIMH · NORTHERN CALIFORNIA INSTITUTE/RES/EDU · PI HUBER, BERTRAND R, NEYLAN, THOMAS C · 2023 to 2025
$2.1M
NIMH NIH HHS R01 MH113722NIMH NIH HHS R01 MH115020NIMH NIH HHS R01 MH115512NIMH NIH HHS R01 MH132617
6 · The paper itself

Abstract

introductionDepression and post-traumatic stress disorder (PTSD) significantly contribute to the global disease burden, adversely affecting health, medical costs and economic productivity. The SMART-DAPPER project in western Kenya approached this challenge by deploying trained non-specialists to administer proven depression and PTSD treatments.

methodsParticipants were public sector primary care outpatients at Kiumu County Hospital with major depression and/or PTSD. They were randomised to first-line treatment with interpersonal psychotherapy (IPT) or fluoxetine. We evaluated three measures of economic productivity: income, absenteeism and presenteeism (lowered work efficiency). Change over baseline and comparisons between treatments were conducted using generalised estimating equations regression.

resultsThere were statistically significant gains in economic productivity from baseline to the end of first-line treatment. The percentage of participants earning a monthly income rose from 54.9% at baseline to 59.8% after treatment in the IPT group and from 54.5% to 61.5% in the Fluoxetine group. Improvement was significantly associated with illness remission. Average monthly income among earners increased by Kenya shillings (KES) 1920 (46 Intl$) with IPT and KES 1350 (31 Intl$) with fluoxetine. Absenteeism dropped in both treatment arms, by 1.5 days per month for IPT and 1.9 days per month for fluoxetine. Presenteeism decreased more with fluoxetine (4.8 days per month) than with IPT (3.3 days per month).

conclusionTreating common mental disorders with IPT and fluoxetine in public sector primary care settings was associated with economic productivity. Leveraging a non-specialist workforce for treatment delivery at scale may build individual and community economic well-being.

fundingR01MH113722(NIMH), R01MH115512(NIMH-GACD). TRIAL REGISTRATION NUMBER: ClinicalTrials.gov Identifier: NCT03466346.

Indexed as

EfficiencyFluoxetineMajor Depressive DisorderPsychotherapyStress Disorders, Post-TraumaticAbsenteeismAdultFemaleHumansIncomeKenyaMaleMiddle AgedPresenteeismYoung AdultFluoxetineGlobal HealthHealth economicsHealth policyKenyaMental Health & Psychiatry

Identifiers

PMID41184028
PMCPMC12584567

What OpenQuestion holds

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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.