Evidence map›Paper›PMID 41998574›Full record

ArticleBMC public health2026

Systematic adaptation of a visual-aided adolescent nutrition intervention from peri-urban Burkina Faso for rural Uganda using intervention mapping.

Thomas Buyinza, Rawlance Ndejjo, Sylvain Somé, Laetitia Paumard, Justine Bukenya, Nikola Todorović, Ali Sié, Yemane Berhane, Adom Manu, Deda Ogum and 15 more

Abstract read
In one paragraph

Article in BMC 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.

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0citing papers in PubMed
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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

25 authors.

Thomas BuyinzaDepartment of Epidemiology and Biostatistics, School of Public Health, Makerere University, Kampala, Uganda. thomasbuyinza@gmail.com.
Rawlance NdejjoDepartment of Disease Control and Environmental Health, School of Public Health, Makerere University, Kampala, Uganda.
Sylvain SoméNational Institute of Public Health, Nouna Health Research Center, Nouna, Burkina Faso.
Laetitia PaumardCenter for Research in Healthcare Innovation Management, IESE Business School, Barcelona, Spain.
Justine BukenyaDepartment of Community Health and Behavioural Sciences, School of Public Health, Makerere University, Kampala, Uganda.
Nikola TodorovićCenter for Health, Exercise and Sport Sciences (CHESS), Belgrade, Serbia.
Ali SiéNational Institute of Public Health, Nouna Health Research Center, Nouna, Burkina Faso.
Yemane BerhaneDepartment of Epidemiology and Biostatistics, Addis Continental Institute of Public Health, Addis Ababa, Ethiopia.
Adom ManuUniversity of Ghana, School of Public Health, Legon, Accra, Ghana.
Deda OgumUniversity of Ghana, School of Public Health, Legon, Accra, Ghana.
Ayoade OduolaUniversity of Ibadan Research Foundation, Ibadan, Nigeria.
Angela ChukwuUniversity of Ibadan Research Foundation, Ibadan, Nigeria.
Sphindile Cynthia MachanyangwaCollege of Health Sciences, University of KwaZulu-Natal, Durban, South Africa.
Magda RosenmöllerCenter for Research in Healthcare Innovation Management, IESE Business School, Barcelona, Spain.
Uttara PartapDepartment of Global Health and Population, Harvard T.H. Chan School of Public Health, Harvard University, Boston, USA.
Irene BrandtHeidelberg Institute of Global Health (HIGH), Medical Faculty and University Hospital, Heidelberg University, Heidelberg, Germany.
Jacob BurnsProfessorship of Public Health and Prevention, Technical University of Munich, Munich, Germany.
Sachin ShindeDepartment of Global Health and Population, Harvard T.H. Chan School of Public Health, Harvard University, Boston, USA.
Joy MautiHeidelberg Institute of Global Health (HIGH), Medical Faculty and University Hospital, Heidelberg University, Heidelberg, Germany.
Christine NeumannHeidelberg Institute of Global Health (HIGH), Medical Faculty and University Hospital, Heidelberg University, Heidelberg, Germany.
Mary Mwanyika SandoAfrica Academy for Public Health, Dar es Salaam, Tanzania.
Wafaie W FawziDepartment of Global Health and Population, Harvard T.H. Chan School of Public Health, Harvard University, Boston, USA.
Till BärnighausenDepartment of Global Health and Population, Harvard T.H. Chan School of Public Health, Harvard University, Boston, USA.
Edward BuzigiDepartment of Community Health and Behavioural Sciences, School of Public Health, Makerere University, Kampala, Uganda.
David GuwatuddeDepartment of Epidemiology and Biostatistics, School of Public Health, Makerere University, Kampala, Uganda.

Funding

European Commission 101095616
6 · The paper itself

Abstract

backgroundAdolescents and young adults (AYAs) aged 10–24 years in Sub-Saharan Africa (SSA), including rural Uganda, frequently exhibit low nutrition literacy and poor diet quality, increasing their risk of malnutrition and diet-related non-communicable diseases. Many nutrition interventions are developed in high-income or school-based settings, limiting their relevance for low-income, rural, and out-of-school populations. Context-specific, community-anchored interventions deliverable through existing community health systems remain scarce. This study systematically adapted an adolescent nutrition intervention originally developed in Burkina Faso for household-level delivery in rural Uganda.

methodsThis participatory action research applied the six-step Intervention Mapping (IM) protocol, guided by the Socio-Ecological Model (SEM) and Social Cognitive Theory (SCT). Step I involved a mixed-methods needs assessment to identify behavioural and environmental determinants. A multi-stakeholder planning group comprising AYAs, parents, community health workers (CHWs), government representatives, and technical experts conducted the adaptation through six iterative design workshops using participatory approaches, including free listing, pile sorting, ranking, and consensus discussions. Steps II–III developed the logic model of change and an SCT-informed theory of change. Steps IV–V co-produced context-specific adaptations in intervention content and delivery strategies, and Step VI developed the evaluation plan.

resultsThe needs assessment informed a logic model describing multilevel determinants of poor diet quality and guided prioritization of behavioural and environmental outcomes. An SCT-informed theory of change linking CHW-delivered strategies to key individual and household mechanisms, including nutrition literacy, self-efficacy, parental support, and food availability, was established. The adapted intervention comprised nine visual-aided nutrition education flyers tailored to rural Ugandan food environments and low-literacy audiences. Delivery was structured through CHW-led household sessions incorporating demonstrations, guided discussions, storytelling, myth correction, and persuasive communication. An evaluation plan was defined to assess implementation processes and effectiveness through a randomized controlled trial.

conclusionsThis study demonstrates a participatory, theory-driven approach to adapting nutrition interventions for rural AYAs. Aligning intervention content and delivery with existing community health systems offers a feasible and acceptable strategy to improve nutrition literacy and diet quality in rural Uganda and similar low-resource settings.

Indexed as

Audiovisual AidsHealth PromotionRural PopulationAdolescentBurkina FasoChildCommunity-Based Participatory ResearchFemaleHumansMaleUgandaYoung AdultAdolescentsCommunity health workersDiet qualityIntervention adaptationNutrition literacySub-Saharan AfricaVisual-aided education

Identifiers

PMID41998574
PMCPMC13220471

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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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.