Evidence map›Paper›PMID 40307860›Full record

Trial reportBMC medicine2025

Disability-inclusive graduation programme intervention on social participation among ultra-poor people with disability in North Uganda: a cluster randomized trial.

Shanquan Chen, Lena Morgon Banks, Mark T Carew, Elijah Kipchumba, Calum Davey, Munshi Sulaiman, Hannah Kuper

Abstract readMulticenter StudyRandomized Controlled Trial
In one paragraph

Trial report in BMC 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

7 authors.

Shanquan ChenInternational Centre for Evidence in Disability, London School of Hygiene & Tropical Medicine, London, WC1E 7HT, UK. Shanquan.chen@lshtm.ac.uk.ORCID http://orcid.org/0000-0002-4724-4892
Lena Morgon BanksInternational Centre for Evidence in Disability, London School of Hygiene & Tropical Medicine, London, WC1E 7HT, UK.ORCID http://orcid.org/0000-0002-4585-1103
Mark T CarewInternational Centre for Evidence in Disability, London School of Hygiene & Tropical Medicine, London, WC1E 7HT, UK.ORCID http://orcid.org/0000-0002-1377-2910
Elijah KipchumbaTrinity College Dublin, Dublin, Ireland.ORCID http://orcid.org/0000-0003-4996-6802
Calum DaveyNational Institute of Teaching, London, UK.ORCID http://orcid.org/0000-0002-4283-3030
Munshi SulaimanBrac Institute of Governance and Development (BIGD), BRAC University, Dhaka, Bangladesh.ORCID http://orcid.org/0000-0001-6061-933X
Hannah KuperInternational Centre for Evidence in Disability, London School of Hygiene & Tropical Medicine, London, WC1E 7HT, UK.ORCID http://orcid.org/0000-0002-8952-0023

Funding

Arts & Humanities Research Council AH/X009580/1
6 · The paper itself

Abstract

backgroundPeople with disabilities encounter significant barriers to social participation due to inaccessible environments and negative attitudes. This study evaluated the effectiveness of a comprehensive disability-inclusive graduation (DIG) programme in enhancing social participation among ultra-poor people with disabilities in rural Uganda.

methodsA two-arm, cluster-randomized controlled trial was conducted in four Northern Ugandan districts, involving 96 intervention and 89 control clusters. The DIG intervention encompassed four pillars: Livelihoods, Social Protection, Financial Inclusion, and Social Empowerment. The study identified households with disabilities using the Washington Group Short Set questions, verified by BRAC programme managers, comprising 370 working-age people with disabilities in the intervention group and 321 in the control group at baseline. Treatment clusters received an 18-month DIG intervention from December 2020 to June 2022. Social participation was measured using the SINTEF Participation Question Set at baseline, immediately post-intervention, and 16 months post-intervention, covering household and societal participation domains. Intervention effects were analyzed through linear mixed-effects regression models, reporting minimally adjusted and fully adjusted mean differences (MAMD and FAMD) with 95% confidence intervals.

resultsImmediately after the intervention, the DIG programme showed a positive trend in overall social participation (3.04 point increase in intervention group vs. - 0.29 in control), though not statistically significant in fully adjusted analysis (FAMD = 3.14, 95% CI = (- 1.26, 7.54); p = 0.17), possibly due to sample size limitations and variability in individual responses. A larger improvement in societal participation was observed favouring the intervention group (5.92 point increase versus 0.21 in control), with the fully adjusted analysis approaching statistical significance (FAMD = 5.84, 95% CI = (- 0.01, 11.69); p = 0.05). No significant differences were found in the domain of household participation. At 16 months post-intervention, no significant differences were observed between the intervention and control groups in overall scores or any subdomain, suggesting challenges in maintaining initial improvements over time.

conclusionsThe DIG programme showed short-term positive effects on social participation among ultra-poor people with disabilities, especially in societal engagement. The absence of long-term sustained improvements underscores the complexity of disability inclusion in resource-constrained settings. Future interventions should develop strategies like extended support or booster sessions to maintain initial gains.

trial registrationRegistry for International Development Impact Evaluations (RIDIE-STUDY-ID-626008898983a) and ISRCTN (ISRCTN-78592382).

Indexed as

Persons with DisabilitiesPovertySocial ParticipationAdultFemaleHumansMaleMiddle AgedRural PopulationUgandaYoung AdultCluster randomized trialDisability inclusionLow-income countriesSocial participationUganda

Identifiers

PMID40307860
PMCPMC12044952

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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.