Evidence map›Paper›PMID 42284334›Full record

ArticlePLOS global public health2026

Building the foundation: Training, stakeholder engagement, and planning for Common Elements Treatment Approach (CETA) implementation in Uganda.

Amanda P Miller, Carlos D Rivera Saldaña, Susan M Kiene, Emmanuel Menya, Caleb Figge, Hafsa Lukwata Sentongo, William Byansi, Stephen Mugamba, Kenneth Kalani Okware, Doreen Tuhebwe and 12 more

Abstract read
In one paragraph

Article in PLOS global public 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

22 authors.

Amanda P MillerSan Diego State University School of Public Health, San Diego, California, United States of America.ORCID https://orcid.org/0000-0002-2252-6973
Carlos D Rivera SaldañaSan Diego State University School of Public Health, San Diego, California, United States of America.
Susan M KieneSan Diego State University School of Public Health, San Diego, California, United States of America.
Emmanuel MenyaAfrica Medical and Behavioral Sciences Organization, Kampala, Uganda.
Caleb FiggeJohns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, United States of America.
Hafsa Lukwata SentongoUganda Ministry of Health, Plot 6 Lourdel Road, Wandegeya, Kampala, Uganda.
William ByansiBoston College School of Social Work, Chestnut Hill, Massachusettes, United States of America.
Stephen MugambaAfrica Medical and Behavioral Sciences Organization, Nansana Hoima Road, Kampala, Uganda.
Kenneth Kalani OkwareUganda Ministry of Health, Plot 6 Lourdel Road, Wandegeya, Kampala, Uganda.
Doreen TuhebweSan Diego State University School of Public Health, San Diego, California, United States of America.
Laura MurrayJohns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, United States of America.
David MwanzaUniversity of Zambia Great East Road Campus, Zambia.
Fred NalugodaAfrica Medical and Behavioral Sciences Organization, Nansana Hoima Road, Kampala, Uganda.
Stephen WatyaAfrica Medical and Behavioral Sciences Organization, Nansana Hoima Road, Kampala, Uganda.
William DdaakiAfrica Medical and Behavioral Sciences Organization, Nansana Hoima Road, Kampala, Uganda.
Alex DaamaAfrica Medical and Behavioral Sciences Organization, Nansana Hoima Road, Kampala, Uganda.
Robert BulambaAfrica Medical and Behavioral Sciences Organization, Nansana Hoima Road, Kampala, Uganda.
James NkaleAfrica Medical and Behavioral Sciences Organization, Nansana Hoima Road, Kampala, Uganda.
Emmanuel KyasankuAfrica Medical and Behavioral Sciences Organization, Nansana Hoima Road, Kampala, Uganda.
Godfrey KigoziAfrica Medical and Behavioral Sciences Organization, Nansana Hoima Road, Kampala, Uganda.
Grace Kigozi NalwogaAfrica Medical and Behavioral Sciences Organization, Nansana Hoima Road, Kampala, Uganda.
Gertrude NakigoziAfrica Medical and Behavioral Sciences Organization, Nansana Hoima Road, Kampala, Uganda.

Funding

VirologyP30AI036214 · NIAID · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI SONIA JAIN · 1994 to 2026
$78.4M
Utilizing Implementation Research Methodologies to Adapt an Intervention to Reduce Alcohol Use and Improve HIV Care Outcomes among Men Living with HIV who have Serodiscordant Pregnant PartnersK01AA031208 · NIAAA · SAN DIEGO STATE UNIVERSITY · PI Amanda Pearl Miller · 2024 to 2026
$587k
NIAAA NIH HHS K01 AA031208NIAID NIH HHS P30 AI036214
6 · The paper itself

Abstract

Early and ongoing stakeholder engagement is critical to the development and implementation of scalable behavioral health interventions. Our overarching goal in this implementation research study was to understand and document the process of planning and rolling out Common Elements Treatment Approach (CETA), a transdiagnostic mental health intervention, in Uganda. Guided by the Consolidated Framework for Implementation Research (CFIR) 2.0, we conducted in-depth interviews with multilevel stakeholders (healthcare providers, MOH members, clinic managers, implementing partners, n = 20) to understand and document the process of planning and rolling out CETA in Western Uganda. All interviews were audio recorded, transcribed, and analyzed thematically in Dedoose using a codebook based on CFIR 2.0 domains and constructs. Multilevel stakeholder engagement supported strategic decision making at each stage. Early endorsement of CETA by Uganda's MOH was instrumental in facilitating program integration. Ministry of Health leadership guided facility selection, while clinic leaders identified trainees positioned to implement CETA. Training incorporated both didactic and participatory methods, including real-time adaptation of intervention content for contextual relevance and identification of "champion" trainees to serve as supervisors as part of the ongoing support supervision infrastructure. During rollout, an incremental implementation strategy facilitated integration into clinic workflows. Ongoing multilevel stakeholder supervision and technical assistance helped CETA deliverers troubleshoot challenges, maintain fidelity, and gain confidence. Together, these processes enabled expansion beyond the initial pilot sites, providing early evidence of stakeholder-perceived feasibility and identifying foundational conditions for scalability. Continued engagement with policymakers, those delivering CETA, and community stakeholders will be essential to refine CETA implementation and support integration into national mental health strategies. By reframing stakeholder engagement as an implementation strategy that builds enduring, locally led infrastructures, this study offers a replicable model for preparing behavioral health interventions for scale-up in low resource settings and advances implementation research in global mental health.

Identifiers

PMID42284334
PMCPMC13262843

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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 Socratic graph.