Evidence map›Paper›PMID 37264458›Full record

ArticleInternational journal for equity in health2023

Evaluating the effectiveness of the National Health Insurance Fund in providing financial protection to households with hypertension and diabetes patients in Kenya.

Robinson Oyando, Vincent Were, Hillary Koros, Richard Mugo, Jemima Kamano, Anthony Etyang, Adrianna Murphy, Kara Hanson, Pablo Perel, Edwine Barasa

Open access · goldAbstract read
In one paragraph

Article in International journal for equity in health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed, 1 pooled it
6.4field-weighted citation impact, top 3% of its field
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, 1 synthesis or guideline pooled it, 22 citations in OpenAlex.

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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

10 authors at 4 institutions in 2 countries.

Robinson OyandoHealth Economics Research Unit, KEMRI Wellcome Trust Research Programme, P.O.BOX 43640-00100, Nairobi, Kenya. ROyando@kemri-wellcome.org.
Vincent WereHealth Economics Research Unit, KEMRI Wellcome Trust Research Programme, P.O.BOX 43640-00100, Nairobi, Kenya.
Hillary KorosHealth Economics Research Unit, KEMRI Wellcome Trust Research Programme, P.O.BOX 43640-00100, Nairobi, Kenya.
Richard MugoAMPATH, Eldoret, Kenya.
Jemima KamanoDepartment of Medicine, School of Medicine, College of Health Sciences, Moi University, Eldoret, Kenya.
Anthony EtyangDepartment of Epidemiology and Demography, KEMRI-Wellcome Trust Research Program, Kilifi, Kenya.
Adrianna MurphyDepartment of Health Services Research and Policy, London School of Hygiene & Tropical Medicine, London, UK.
Kara HansonDepartment of Global Health and Development, London School of Hygiene & Tropical Medicine, London, UK.
Pablo PerelDepartment of Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK.
Edwine BarasaHealth Economics Research Unit, KEMRI Wellcome Trust Research Programme, P.O.BOX 43640-00100, Nairobi, Kenya.
Kenya Medical Research Institute · KELondon School of Hygiene & Tropical Medicine · GBAMPATH · KEMoi University · KE

Funding

Brown Moi Partnership for Biostatistics Training in HIV-NAMBARID43TW010050 · FIC · BROWN UNIVERSITY · PI JOSEPH W HOGAN · 2015 to 2026
$3.2M
FIC NIH HHS D43 TW010050Medical Research Council MR/T023538/1Wellcome TrustWellcome Trust 092654Wellcome Trust 214622
6 · The paper itself

Abstract

backgroundNon-communicable diseases (NCDs) can impose a substantial financial burden to households in the absence of an effective financial risk protection mechanism. The national health insurance fund (NHIF) has included NCD services in its national scheme. We evaluated the effectiveness of NHIF in providing financial risk protection to households with persons living with hypertension and/or diabetes in Kenya.

methodsWe carried out a prospective cohort study, following 888 households with at least one individual living with hypertension and/or diabetes for 12 months. The exposure arm comprised households that are enrolled in the NHIF national scheme, while the control arm comprised households that were not enrolled in the NHIF. Study participants were drawn from two counties in Kenya. We used the incidence of catastrophic health expenditure (CHE) as the outcome of interest. We used coarsened exact matching and a conditional logistic regression model to analyse the odds of CHE among households enrolled in the NHIF compared with unenrolled households. Socioeconomic inequality in CHE was examined using concentration curves and indices.

resultsWe found strong evidence that NHIF-enrolled households spent a lower share (12.4%) of their household budget on healthcare compared with unenrolled households (23.2%) (p = 0.004). While households that were enrolled in NHIF were less likely to incur CHE, we did not find strong evidence that they are better protected from CHE compared with households without NHIF (OR = 0.67; p = 0.47). The concentration index (CI) for CHE showed a pro-poor distribution (CI: -0.190, p < 0.001). Almost half (46.9%) of households reported active NHIF enrolment at baseline but this reduced to 10.9% after one year, indicating an NHIF attrition rate of 76.7%. The depth of NHIF cover (i.e., the share of out-of-pocket healthcare costs paid by NHIF) among households with active NHIF was 29.6%.

conclusionWe did not find strong evidence that the NHIF national scheme is effective in providing financial risk protection to households with individuals living with hypertension and/diabetes in Kenya. This could partly be explained by the low depth of cover of the NHIF national scheme, and the high attrition rate. To enhance NHIF effectiveness, there is a need to revise the NHIF benefit package to include essential hypertension and/diabetes services, review existing provider payment mechanisms to explicitly reimburse these services, and extend the existing insurance subsidy programme to include individuals in the informal labour market.

Indexed as

Diabetes MellitusFinancial ManagementHypertensionCatastrophic IllnessHealth ExpendituresHumansInsurance, HealthKenyaNational Health ProgramsProspective StudiesFinancial risk protectionHealth expenditureHealth insuranceKenyaNon-communicable diseases

Identifiers

PMID37264458
PMCPMC10234077
OpenAlexW4379057602

What Socratic holds

Textmetadata
LicenceCC BY
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Registered trials

None linked

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.