Evidence map›Paper›PMID 36947450›Full record

SynthesisGlobal health action2023

The impact of community-based health insurance on universal health coverage in Ethiopia: a systematic review and meta-analysis.

Ewunetie Mekashaw Bayked, Husien Nurahmed Toleha, Seble Zewdu Kebede, Birhanu Demeke Workneh, Mesfin Haile Kahissay

Full text readMeta-AnalysisSystematic Review
In one paragraph

Synthesis in Global health action, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers, 6 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
32citing papers in PubMed, 6 pooled it
–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

32 citing papers in PubMed, 6 syntheses or guidelines pooled it.

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  17. Bridging Financial Inclusion and Health Equity in LMICs: Evidence from a Half-Century of Bibliometric Data.International journal of environmental research and public health · 2026
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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

5 authors.

Ewunetie Mekashaw BaykedDepartment of Pharmacy, College of Medicine and Health Sciences (CMHS), Wollo University, Dessie, Ethiopia.ORCID 0000-0002-8060-3922
Husien Nurahmed TolehaDepartment of Pharmacy, College of Medicine and Health Sciences (CMHS), Wollo University, Dessie, Ethiopia.ORCID 0000-0002-9460-087X
Seble Zewdu KebedeDepartment of Pharmacy, Dessie College of Health Sciences (DCHS), Dessie, Ethiopia.ORCID 0009-0003-2033-8439
Birhanu Demeke WorknehDepartment of Pharmacy, College of Medicine and Health Sciences (CMHS), Wollo University, Dessie, Ethiopia.ORCID 0000-0002-4294-9594
Mesfin Haile KahissayDepartment of Pharmaceutics and Social Pharmacy, School of Pharmacy, College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia.ORCID 0000-0002-9899-014X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundIdeally health insurance aims to provide financial security, promote social inclusion, and ensure equitable access to quality healthcare services for all households. Community-based health insurance has been operating in Ethiopia since 2011. However, its nationwide impact on universal health coverage has not yet been evaluated despite several studies being conducted.

objectiveWe evaluated the impact of Ethiopia's community-based health insurance (2012-2021) on universal health coverage.

methodsOn 27 August 2022, searches were conducted in Scopus, Hinari, PubMed, Google Scholar, and Semantic Scholar. Twenty-three studies were included. We used the Joana Briggs Institute checklists to assess the risk of bias. We included cross-sectional and mixed studies with low and medium risk. The data were processed in Microsoft Excel and analyzed using RevMan-5. The impact was measured first on insured households and then on insured versus uninsured households. We used a random model to measure the effect estimates (odds ratios) with a

resultsThe universal health coverage provided by the scheme was 45.6% (OR = 1.92, 95% CI: 1.44-2.58). Being a member of the scheme increased universal health coverage by 24.8%. The healthcare service utilization of the beneficiaries was 64.5% (OR = 1.95, 95% CI: 1.29-2.93). The scheme reduced catastrophic health expenditure by 79.4% (OR = 4.99, 95% CI: 1.27-19.67). It yielded a 92% (OR = 11.58, 95% CI: 8.12-16.51) perception of health service quality. The health-related quality of life provided by it was 63% (OR = 1.71, 95% CI: 1.50-1.94). Its population coverage was 40.1% (OR = 0.64, 95% CI: 0.41-1.02).

conclusionAlthough the scheme had positive impacts on health service issues by reducing catastrophic costs, the low universal health coverage on a limited population indicates that Ethiopia should move to a broader national scheme that covers the entire population.

Indexed as

Community-Based Health InsuranceUniversal Health InsuranceCross-Sectional StudiesEthiopiaHealth ExpendituresHumansInsurance, HealthNational Health ProgramsQuality of LifeFinancial risk protectionhealthcare seeking behaviorhealth-related quality of lifehealth service qualitypopulation coverage

Identifiers

PMID36947450
PMCPMC10035959

What OpenQuestion holds

Textfull text, public
LicenceCC BY
reference markers read66
measurements read114
Read underepoch 390

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 OpenQuestion graph.