Evidence map›Paper›PMID 39663163›Full record

ArticleBMJ open2024

Social Health Insurance for Universal Health Coverage in Low and Middle-Income Countries (LMICs): a retrospective policy analysis of attainments, setbacks and equity implications of Kenya's social health insurance model.

Susan Nungo, Jonathan Filippon, Giuliano Russo

Abstract read
In one paragraph

Article in BMJ open, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing 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

14 citing papers in PubMed.

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  13. Winning the Global Surgery War: A Conceptual Framework.Plastic and reconstructive surgery. Global open · 2025
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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

3 authors.

Susan NungoWolfson Institute of Population Health, Queen Mary University of London, London, UK s.e.a.nungo@qmul.ac.uk.ORCID http://orcid.org/0000-0003-1154-2289
Jonathan FilipponWolfson Institute of Population Health, Queen Mary University of London, London, UK.ORCID http://orcid.org/0000-0003-3907-1992
Giuliano RussoWolfson Institute of Population Health, Queen Mary University of London, London, UK.ORCID http://orcid.org/0000-0002-2716-369X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesTo analyse the potential of the Social Health Insurance (SHI) model to support the achievement of Universal Health Coverage (UHC) in Low and Middle-Income Countries (LMICs) through a policy analysis case study of Kenya's National Health Insurance Fund (NHIF).

designWe used an adaptation of the policy triangle framework to perform a retrospective policy analysis of Kenya's NHIF, drawing from semistructured interviews and analysis of published documents and grey literature.

settingWe focused on Kenya's NHIF as a case study.

participantsWe conducted 21 interviews with key stakeholders including policy experts, healthcare providers and formal and informal sector workers. We then triangulated the interview findings with document analysis.

resultsOnly 17% of Kenya's population are currently covered by the SHI as of 2023. Only 27% of the informal economy is covered by the NHIF, implying very low uptake and/or retention rates. We found little stakeholder engagement in the policy implementation process and minimum adoption of expert advice. Our analysis suggest that political affiliations and positions of power heavily influence health financing policies in Kenya. Purchasing and payment of healthcare was found to be riddled with inefficiencies, including slow bureaucratic reimbursement procedures, little expertise by rural hospital clerks, misappropriations and favouritism of specific private healthcare providers. We also found that group-based parallel schemes and penalty payments for defaulted premiums widened the existing inequity gap in healthcare access.

conclusionAlthough the SHI system is perceived to increase coverage and the quality of health services in Kenya, substantial structural and contextual challenges appear to deter its suitability to finance the attainment of Universal Health Coverage. From Kenya's experience, we identify little informal sector participation, inefficiencies in purchasing and payment of healthcare services, as well lack of political goodwill, as key bottlenecks for the implementation of SHI schemes in LMICs. LMICs adopting SHI need to also implement co-financing arrangements that do not impose on the population to co-finance, strategic purchasing systems, political goodwill and good governance for the SHI systems to be beneficial.

Indexed as

Developing CountriesHealth PolicyUniversal Health InsuranceHumansInsurance, HealthKenyaNational Health ProgramsPolicy MakingRetrospective StudiesHealth EquityHealth policyPUBLIC HEALTH

Identifiers

PMID39663163
PMCPMC11647346

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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.