Evidence map›Paper›PMID 40735547›Full record

ArticleDigital health

Beyond individual barriers and facilitators: Digital interventions to address diabetes in urban Ghana.

Ethan Gray, Ann Blandford, Samuel Amon, Publa Antwi, Vida Asah-Ayeh, Raphael Baffour Awuah, Leonard Baatiema, Sandra Boatemaa Kushitor, Hassan Haghparast-Bidgoli, Hannah Maria Jennings and 4 more

Abstract read
In one paragraph

Article in Digital health. 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

14 authors.

Ethan GrayInstitute of Global Health, University College London, London, UK.ORCID https://orcid.org/0000-0003-4370-8941
Ann BlandfordDepartment of Computer Science, University College London, UCLIC, London, UK.ORCID https://orcid.org/0000-0002-3198-7122
Samuel AmonNoguchi Memorial Institute for Medical Research, University of Ghana, Accra, Ghana.ORCID https://orcid.org/0000-0003-3937-175X
Publa AntwiDepartment of Health Sciences, University of York, York, UK.ORCID https://orcid.org/0000-0002-9374-7706
Vida Asah-AyehNoguchi Memorial Institute for Medical Research, University of Ghana, Accra, Ghana.ORCID https://orcid.org/0009-0006-0106-0648
Raphael Baffour AwuahRegional Institute for Population Studies, University of Ghana, Accra, Ghana.ORCID https://orcid.org/0000-0002-8662-9162
Leonard BaatiemaDepartment of Health Policy, Planning and Management, School of Public Health, University of Ghana, Accra, Ghana.ORCID https://orcid.org/0000-0003-3286-6565
Sandra Boatemaa KushitorNoguchi Memorial Institute for Medical Research, University of Ghana, Accra, Ghana.ORCID https://orcid.org/0000-0002-0638-6261
Hassan Haghparast-BidgoliInstitute of Global Health, University College London, London, UK.ORCID https://orcid.org/0000-0001-6365-2944
Hannah Maria JenningsDepartment of Health Sciences, University of York, York, UK.ORCID https://orcid.org/0000-0002-8580-0327
Irene Akwo KretchyDepartment of Pharmacy Practice and Clinical Pharmacy, School of Pharmacy, University of Ghana, Legon, Ghana.ORCID https://orcid.org/0000-0001-6811-5937
Daniel StrachanThe Nossal Institute for Global Health, University of Melbourne, Melbourne, Australia.
Megan VaughanUniversity College London Faculty of Social & Historical Sciences, Institute of Advanced Studies, London, UK.ORCID https://orcid.org/0000-0001-7160-2170
Edward FottrellInstitute of Global Health, University College London, London, UK.ORCID https://orcid.org/0000-0003-0518-7161

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: The prevalence of type 2 diabetes (T2D) and other non-communicable diseases (NCDs) in Ghana and other countries in sub-Saharan Africa (SSA) is increasing at a rate notably higher than the rest of the world. Consequently, there is an urgent need to develop low-cost community interventions for diseases including T2D in Ghana, with digital tools potentially empowering community members in prevention and management. This research aimed to identify effective strategies for leveraging digital tools to address T2D in Ga Mashie, Ghana, through community-driven empowerment and action. Method: This was a mixed methods study involving focus groups (N = 13), qualitative interviews with community representatives (N = 69) and two community workshops (N = 35 participants in each). Results: The focus groups and interviews identified strong facilitators for an individual-level digital intervention focused on education; however, workshops highlighted that the community wants greater access to in-person education and healthcare services in Ga Mashie, limiting the likely impact of an individual digital intervention. Conclusion: Our findings challenge the widespread assumption that digital interventions should be targeted at the individual; rather, digital tools might be used to empower community leaders in Ga Mashie with training and clinical guidance to function as healthcare agents, scaling-up the delivery of education and screening services to their broader community. This suggests a novel system-level strategy for designing community-based, empowerment-focused digital health interventions that reflect the practices and values of community members, though further work is needed to validate this approach.

Indexed as

community healthDigital healthempowermentmHealthnon-communicable diseasestask-shiftingtype 2 diabetes

Identifiers

PMID40735547
PMCPMC12304655

What OpenQuestion holds

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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.