Evidence map›Paper›PMID 41814241›Full record

ArticleBMC public health2026

Financial determinants of effective hypertension and diabetes care in rural primary health facilities in Kisumu, Kenya: a mixed-methods study.

Nichodemus Werre Amollo, Japheth Ogol, Elijah Museve, Jane Adhiambo Owenga, Dickens Omondi Aduda, Daniel Onguru

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. 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

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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

6 authors.

Nichodemus Werre AmolloSchool of Health Sciences, Jaramogi Oginga Odinga University of Science and Technology, Bondo, Kenya. nwere@ejooust.ac.ke.
Japheth OgolSchool of Health Sciences, Jaramogi Oginga Odinga University of Science and Technology, Bondo, Kenya.
Elijah MuseveSchool of Business and Economics, Jaramogi Oginga Odinga University of Science and Technology, Bondo, Kenya.
Jane Adhiambo OwengaSchool of Health Sciences, Jaramogi Oginga Odinga University of Science and Technology, Bondo, Kenya.
Dickens Omondi AdudaSchool of Health Sciences, Jaramogi Oginga Odinga University of Science and Technology, Bondo, Kenya.
Daniel OnguruSchool of Health Sciences, Jaramogi Oginga Odinga University of Science and Technology, Bondo, Kenya.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundNoncommunicable diseases (NCDs), including hypertension and diabetes, account for approximately 27% of all deaths in Kenya, with 26% of adults having elevated blood pressure. Despite devolution of health services to county governments in 2013, financing for NCD management at the primary health care (PHC) level remains weak. This study examines financial determinants shaping hypertension and diabetes care in PHC facilities within a devolved county health system in rural Kisumu County, Kenya.

methodsWe conducted a convergent parallel mixed-methods cross-sectional study in seven public PHC facilities in Seme Sub-County, providing new facility-level evidence on how the interaction between devolution’s financing architecture, facility-level financial autonomy constraints, and resource allocation mechanisms shapes chronic disease care effectiveness in rural Kenya. Quantitative data were collected via structured questionnaires and retrospective document review of financial records (January–August 2024). Qualitative data were gathered through key informant interviews (n = 7) with facility in-charges exploring planning, budgeting, and resource allocation. Descriptive statistics were produced in STATA v16; qualitative data were analyzed thematically in R.

resultsAll seven facilities prepared annual workplans and budgets, but none achieved comprehensive NCD-specific planning (workplan + budget + dedicated NCD budget line). Funding sources were narrow: 71.4% (n = 5) of the facilities depended on NHIF reimbursements and donor support, while only 28.6% (n = 2) received direct county funding; 57.1% (n = 4) of the facilities relied on only two funding streams. Although all facilities held bank accounts, none had formal financial autonomy and expenditures required county-level approval, typically taking 3–4 weeks (57.1%, n = 4) to over two months (28.6%, n = 2). Combined with unreliable central supplies, this lack of autonomy meant facilities could not procure locally when stockouts occurred; consequently 85.7% (n = 6) of the facilities reported frequent medication stockouts. Facility in-charges attributed these failures to inadequate, unpredictable funding and centralized approval processes that prevented timely local procurement.

conclusionsRural PHC facilities operate under structural governance failures in Kenya’s devolved health financing system that systematically undermine effective NCD care. The centralization of financial authority at county level, absence of ring-fenced NCD budgets, and misalignment between planning processes and resource allocation represent system-level policy contradictions rather than facility-level operational deficiencies. Addressing these governance failures requires not only increased funding but constitutional fiscal decision-space for facilities, mandatory NCD budget protection, and reformed disbursement mechanisms essential for equitable chronic care under Kenya’s UHC agenda. The sustainability of chronic care depends fundamentally on facility decision space, not only on funding volume. These findings are transferable to other Kenyan counties under the same devolved framework and to decentralized health systems in sub-Saharan Africa facing similar tensions between fiscal accountability and operational autonomy for chronic disease management.

Indexed as

Diabetes MellitusHypertensionPrimary Health CareRural Health ServicesCross-Sectional StudiesHumansKenyaDevolutionDiabetesFinancial autonomyHealth financingHypertensionKenyaMedication stockoutsNoncommunicable diseasesPrimary health care

Identifiers

PMID41814241
PMCPMC13094046

What Socratic holds

Textmetadata
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 Socratic graph.