Evidence map›Paper›PMID 40608702›Full record

ArticlePLOS global public health2025

Stakeholder perspectives on the barriers and facilitators to integrating cardiovascular disease and diabetes management at primary care in Kenya.

Elvis O A Wambiya, James Odhiambo Oguta, Robert Akparibo, Duncan Gillespie, Peter Otieno, Catherine Akoth, Jemima Kamano, Peter Kibe, Yvette Kisaka, Elizabeth Onyango and 2 more

Abstract read
In one paragraph

Article in PLOS global public health, 2025. 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

12 authors.

Elvis O A WambiyaSheffield Centre for Health and Related Research (SCHARR), School of Medicine and Population Health, University of Sheffield, Sheffield, South Yorkshire, United Kingdom.ORCID https://orcid.org/0000-0002-4149-3417
James Odhiambo OgutaSheffield Centre for Health and Related Research (SCHARR), School of Medicine and Population Health, University of Sheffield, Sheffield, South Yorkshire, United Kingdom.
Robert AkpariboSheffield Centre for Health and Related Research (SCHARR), School of Medicine and Population Health, University of Sheffield, Sheffield, South Yorkshire, United Kingdom.
Duncan GillespieSheffield Centre for Health and Related Research (SCHARR), School of Medicine and Population Health, University of Sheffield, Sheffield, South Yorkshire, United Kingdom.
Peter OtienoChronic disease management (CDM) unit, African Population and Health Research Center (APHRC), Kitisuru, Nairobi, Kenya.
Catherine AkothSheffield Centre for Health and Related Research (SCHARR), School of Medicine and Population Health, University of Sheffield, Sheffield, South Yorkshire, United Kingdom.
Jemima KamanoSchool of Medicine, Moi University College of Health Sciences, Eldoret, Uasin Gishu, Kenya.
Peter KibeSheffield Children's Hospital, Sheffield, South Yorkshire, United Kingdom.
Yvette KisakaNon-Communicable Diseases Division, Ministry of Health, Cathedral Road, Nairobi, Kenya.ORCID https://orcid.org/0000-0002-9034-5509
Elizabeth OnyangoNon-Communicable Diseases Division, Ministry of Health, Cathedral Road, Nairobi, Kenya.
Gladwell GathechaNon-Communicable Diseases Division, Ministry of Health, Cathedral Road, Nairobi, Kenya.
Peter J DoddSheffield Centre for Health and Related Research (SCHARR), School of Medicine and Population Health, University of Sheffield, Sheffield, South Yorkshire, United Kingdom.ORCID https://orcid.org/0000-0001-5825-9347

Funding

Wellcome Trust
6 · The paper itself

Abstract

Integrated care is increasingly recognised as a key strategy for the management of multimorbidity. However, evidence on the factors associated with the implementation of integrated care models in low- and middle-income countries remains limited. We explored how stakeholders perceived integrated care, existing challenges, and recommendations for integrating cardiovascular disease and diabetes management at primary health care (PHC) level in Kenya. We conducted a qualitative study using key informant interviews with 16 key stakeholders involved in healthcare delivery, research, and policy on non-communicable diseases (NCDs) in Kenya between February and March 2024. All interviews were audio recorded and transcribed; and the data analysed both inductively and deductively within NVivo software. The deductive analysis was guided by the Rainbow Model of Integrated Care (RMIC) framework, which combines key dimensions necessary for successful integrated care with key elements of primary care. The RMIC framework dimensions include systems, clinical, organisational, professional, functional, and normative integration. Out of the six RMIC dimensions, stakeholders' description of integrated care included elements of clinical, systems, and professional integration. Key systems level challenges included disparity between policy and practice, inadequate resource allocation, donor-driven priorities, and limited stakeholder collaboration. Fragmented care delivery was a key organisational challenge. Limited resources for integrated care delivery and inadequate staff numbers and capacity were considered key challenges in the functional and professional dimensions of the RMIC framework. Additional challenges included 'siloed' mindset (normative) and limited evidence on effective or cost-effective integrated care models. To address the identified barriers, policy-makers should develop clear and adaptable how-to county-specific guidelines for implementation and evaluation of integrated care at PHC level. There is a need for advocacy and research on models of integrated care at PHC level to guide prioritization and resource allocation in Kenya.

Identifiers

PMID40608702
PMCPMC12225785

What OpenQuestion holds

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LicenceCC BY
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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.