Evidence map›Paper›PMID 39557549›Full record

Trial reportBMJ open2024

Preference of mHealth versus in-person treatment for depression and post-traumatic stress disorder in Kenya: demographic and clinical characteristics.

Susan Meffert, Muthoni Mathai, Thomas Neylan, Daniel Mwai, Dickens Otieno Onyango, Grace Rota, Ammon Otieno, Raymond R Obura, Josline Wangia, Elizabeth Opiyo and 13 more

Registry-linked trialAbstract readRandomized Controlled Trial
In one paragraph

Trial report in BMJ open, 2024. 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 5 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed, 2 pooled it
–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

5 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Trial
  4. Article
  5. Review
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

23 authors.

Susan MeffertDepartment of Psychiatry, School of Medicine, University of California San Francisco, San Francisco, California, USA Susan.Meffert@ucsf.edu.
Muthoni MathaiDepartment of Psychiatry, School of Medicine, College of Health Sciences, University of Nairobi, Nairobi, Kenya.
Thomas NeylanDepartment of Psychiatry, School of Medicine, University of California San Francisco, San Francisco, California, USA.
Daniel MwaiHealth Economics, University of Nairobi, Nairobi, Kenya.
Dickens Otieno OnyangoEpidemiology, Kisumu County Department of Health, Kisumu, Nyanza, Kenya.
Grace RotaUniversity of Nairobi, Nairobi, Kenya.
Ammon OtienoUniversity of Nairobi, Nairobi, Kenya.
Raymond R OburaGlobal Programs for Research and Training, Kisumu, Kenya.
Josline WangiaDepartment of Psychiatry, School of Medicine, College of Health Sciences, University of Nairobi, Nairobi, Kenya.
Elizabeth OpiyoUniversity of Nairobi, Nairobi, Kenya.
Peter MuchembreGlobal Programs for Research and Training, Nairobi, Kenya.
Dennis OluochGlobal Programs for Research and Training, Nairobi, Kenya.
Raphael WamburaKisumu County Department of Health, Kisumu, Kenya.
Anne MbwayoDepartment of Psychiatry, School of Medicine, College of Health Sciences, University of Nairobi, Nairobi, Kenya.
James G KahnHealth Economics, Department of Economics, University of San Francisco, San Francisco, California, USA.
Craig R CohenObstetrics, Gynecology and Reproductive Sciences, School of Medicine, University of California San Francisco, San Francisco, California, USA.
David BukusiDepartment of Psychiatry, School of Medicine, College of Health Sciences, University of Nairobi, Nairobi, Kenya.
Gregory A AaronsDepartment of Psychiatry, University of California San Diego, La Jolla, California, USA.
Rachel L BurgerDepartment of Psychiatry, School of Medicine, University of California San Francisco, San Francisco, California, USA.ORCID 0000-0001-9373-2910
Chengshi JinEpidemiology and Biostatistics, UCSF, San Francisco, California, USA.
Charles McCullochEpidemiology and Biostatistics, UCSF, San Francisco, California, USA.
Simon KahongeKenya Ministry of Health, Nairobi, Kenya.
Linnet OngeriKenya Medical Research Institute, Nairobi, Kenya.

Funding

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
NIMH NIH HHS R01 MH113722NIMH NIH HHS R01 MH115512
6 · The paper itself

Abstract

objectivesWe conducted an implementation science mental health treatment study in western Kenya, testing strategies for scale up of evidence-based mental health services for common adult disorders using a non-specialist workforce, integrated with existing primary care (Sequential Multiple, Assignment Randomized Trial of non-specialist-delivered psychotherapy (Interpersonal Psychotherapy) and/or medication (fluoxetine) for major depression and post-traumatic stress disorder (PTSD) (SMART DAPPER)). Because study launch coincided with the COVID-19 pandemic, participants were allowed to attend treatment visits via mHealth (audio-only mobile phone) or in-person. We conducted a secondary data analysis of the parent study to evaluate preference for mHealth or in-person treatment among our study participants, including rationale for choosing in-person or mHealth treatment modality, and comparison of baseline demographic and clinical characteristics. DESIGN, SETTING, PARTICIPANTS AND

interventionsParticipants were public sector primary care patients at Kisumu County Hospital in western Kenya with major depression and/or PTSD and were individually randomised to non-specialist delivery of evidence-based psychotherapy or medication (n=2162). OUTCOMES: Treatment modality preference and rationale were ascertained before randomised assignment to treatment arm (psychotherapy or medication). The parent SMART DAPPER study baseline assessment included core demographic (age, gender, relationship status, income, clinic transport time and cost) and clinical data (eg, depression and PTSD symptoms, trauma exposures, medical comorbidities and history of mental healthcare). Given that this evaluation of mHealth treatment preference sought to identify the demographic and clinical characteristics of participants who chose in-person or mHealth treatment modality, we included most SMART DAPPER core measurement domains (not all subcategories).

results649 (30.3%) SMART DAPPER participants preferred treatment via mHealth, rather than in person. The most cited rationales for choosing mHealth were affordability (18.5%) (eg, no transportation cost) and convenience (12.9%). On multivariate analysis, compared with those who preferred in-person treatment, participants who chose mHealth were younger and had higher constraints on receiving in-person treatment, including transport time 1.004 (1.00, 1.007) and finances 0.757 (0.612, 0.936). Higher PTSD symptoms 0.527 (0.395, 0.702) and higher disability 0.741 (0.559, 0.982) were associated with preference for in-person treatment.

conclusionsTo our knowledge, this is the first study of public sector mental healthcare delivered by non-specialists via mHealth for major depression and/or PTSD in Sub-Saharan Africa. Our finding that mHealth treatment is preferred by approximately one-third of participants, particularly younger individuals with barriers to in-person care, may inform future mHealth research to (1) address knowledge gaps in mental health service implementation and (2) improve mental healthcare access to evidence-based treatment. TRIAL REGISTRATION NUMBER: NCT03466346.

Indexed as

COVID-19Stress Disorders, Post-TraumaticTelemedicineAdultFemaleHumansKenyaMajor Depressive DisorderMaleMiddle AgedPatient PreferencePrimary Health CareSARS-CoV-2Young AdultAnxiety disordersClinical TrialCOVID-19Depression & mood disordersPUBLIC HEALTHTelemedicine

Identifiers

PMID39557549
PMCPMC11575330

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.