Evidence map›Paper›PMID 40230872›Full record

ArticleOxford open digital health2025

Rethinking chronic care: how blended patient-centered care delivery and innovative financing models can contribute to achieving universal health coverage-a case study of an integrated approach in Kenya.

Judith van Andel, Gloria P Gómez-Pérez, Peter Otieno, Angela Siteyi, Julia Teerling, Tobias Rinke de Wit, Gershim Asiki

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In one paragraph

Article in Oxford open digital 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.

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1 · What the graph read from it

What it found

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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.

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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

7 authors.

Judith van AndelPharmAccess, Paasheuvelweg 25, 1100 DE Amsterdam, The Netherlands & Nairobi, Kenya.ORCID https://orcid.org/0000-0002-3550-6939
Gloria P Gómez-PérezPharmAccess, Paasheuvelweg 25, 1100 DE Amsterdam, The Netherlands & Nairobi, Kenya.
Peter OtienoAfrican Population Health Research Center, Manga Close, Kirawa road, Nairobi, Kenya.
Angela SiteyiPharmAccess, Paasheuvelweg 25, 1100 DE Amsterdam, The Netherlands & Nairobi, Kenya.
Julia TeerlingPharmAccess, Paasheuvelweg 25, 1100 DE Amsterdam, The Netherlands & Nairobi, Kenya.
Tobias Rinke de WitPharmAccess, Paasheuvelweg 25, 1100 DE Amsterdam, The Netherlands & Nairobi, Kenya.
Gershim AsikiAfrican Population Health Research Center, Manga Close, Kirawa road, Nairobi, Kenya.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Universal Health Coverage (UHC) aims to ensure all individuals have access to essential health services without financial hardship. Chronic diseases, like hypertension and diabetes, play a critical role in achieving UHC due to their lifelong management needs. This paper examines the implementation of a digital and mobile-based, patient-centered care model aimed at improving care for hypertensive and diabetic patients in Kenya. Between 2018 and 2019, 1626 patients from nine clinics in Nairobi, Kiambu, Nyeri and Vihiga counties were enrolled in an integrated non-communicable disease (NCD) care model including self-management devices for home monitoring, a digital health wallet (M-TIBA) for co-payment and facility-based peer support groups. Follow-up data was collected November-December 2020. Results indicated significantly improved patient outcomes, with 50% of hypertensive and 74% of diabetic patients achieving disease control, compared to 42% and 52% at baseline. Additionally, peer group participation increased adherence to self-monitoring and lifestyle modifications, contributing to better health outcomes. Despite these successes, challenges such as accessing medications and technical issues with digital tools were identified. Financial sustainability and scalability remain critical concerns, particularly in under-resourced settings. The case study highlights the potential of digital health solutions to enhance chronic care and support UHC by improving accessibility and reducing costs. A multifaceted approach, combining digital tools with face-to-face support and addressing structural barriers in healthcare systems, is essential for long-term success. The findings contribute to the broader discourse on integrated care models for NCDs in low-resource settings, underscoring the importance of sustainable financing and innovative care delivery mechanisms.

Indexed as

diabetesdigital financingdigital healthhome-monitoringhypertensionlow-middle income countries (LMIC)non-communicable disease (NCD)self-managementuniversal health coverage (UHC)

Identifiers

PMID40230872
PMCPMC11932143

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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.