Evidence map›Paper›PMID 41698757›Full record

ArticleBMJ global health2026

Drivers of community-based health insurance enrolment in post-war Tigray, Ethiopia.

Abraha Woldemichael, Brhane Ayele, Tesfay Gebregzabher Gebrehiwot, Tsegay Hadgu, Hayelom Kahsay, Tsegay Wellay, Measho Gebreslassie, Yemane Berhane Tesfau, Mussie Alemayehu, Amanuel Haile and 17 more

Abstract read
In one paragraph

Article in BMJ global health, 2026. 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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0citing papers in PubMed
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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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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

27 authors.

Abraha WoldemichaelDepartment of Health Systems, School of Public Health, College of Health Sciences, Mekelle University, Mekelle, Tigray, Ethiopia abrahaw2010@gmail.com.ORCID 0000-0001-6246-9013
Brhane AyelePublic Health Emergency Management and Research Directorate, Tigray Health Research Institute, Mekelle, Tigray, Ethiopia.
Tesfay Gebregzabher GebrehiwotDepartment of Health Systems, School of Public Health, College of Health Sciences, Mekelle University, Mekelle, Tigray, Ethiopia.
Tsegay HadguResearch Monitoring, Training and Publication Directorate, Tigray Health Research Institute, Mekelle, Tigray, Ethiopia.
Hayelom KahsayGeneral Director, Tigray Health Research Institute, Mekelle, Tigray, Ethiopia.
Tsegay WellayDepartment of Health Systems, School of Public Health, College of Health Sciences, Mekelle University, Mekelle, Tigray, Ethiopia.
Measho GebreslassieDepartment of Health Systems, School of Public Health, College of Health Sciences, Mekelle University, Mekelle, Tigray, Ethiopia.
Yemane Berhane TesfauDepartment of Family Health, Adigrat University College of Medicine and Health Sciences, Adigrat, Tigray, Ethiopia.
Mussie AlemayehuResearch Monitoring, Training and Publication Directorate, Tigray Health Research Institute, Mekelle, Tigray, Ethiopia.ORCID 0000-0002-0035-631X
Amanuel HaileTigray Region Health Bureau, Mekelle, Tigray, Ethiopia.
Ataklti GessesseResearch Monitoring, Training and Publication Directorate, Tigray Health Research Institute, Mekelle, Tigray, Ethiopia.
Bizayene HadushTigray Region Health Bureau, Mekelle, Tigray, Ethiopia.
Asfawosen AregayLaboratory Research, Diagnostics and Quality Assurance Directorate, Tigray Health Research Institute, Mekelle, Tigray, Ethiopia.
Fana GebresilassieResearch Monitoring, Training and Publication Directorate, Tigray Health Research Institute, Mekelle, Tigray, Ethiopia.
Degnesh NegashPublic Health Emergency Management and Research Directorate, Tigray Health Research Institute, Mekelle, Tigray, Ethiopia.
Mulugeta TilahunLaboratory Research, Diagnostics and Quality Assurance Directorate, Tigray Health Research Institute, Mekelle, Tigray, Ethiopia.
Kiros DemozResearch Monitoring, Training and Publication Directorate, Tigray Health Research Institute, Mekelle, Tigray, Ethiopia.ORCID 0000-0002-0383-7637
Nega MamoPublic Health Emergency Management and Research Directorate, Tigray Health Research Institute, Mekelle, Tigray, Ethiopia.
Letebrhan WeldemhretLaboratory Research, Diagnostics and Quality Assurance Directorate, Tigray Health Research Institute, Mekelle, Tigray, Ethiopia.
Lemlem LegesseMedical Parasitology, Tigray Health Research Institute, Mekelle, Tigray, Ethiopia.
Hadish BekuretsionBiomedical Research and Technology Transfer Directorate, Tigray Health Research Institute, Mekelle, Tigray, Ethiopia.
Tesfay TeklemariamResearch Monitoring, Training and Publication Directorate, Tigray Health Research Institute, Mekelle, Tigray, Ethiopia.
Hiluf KalayuTreatment and Rehabilitation, Healthcare Financing Case Team, Tigray Health Bureau, Mekelle, Tigray, Ethiopia.
Brhane GebremariamDepartment of Health, Tigray Institute of Policy Studies, Mekelle, Tigray, Ethiopia.
Aregawi Belay GebremaryamMekelle Cluster, Ethiopian Health Insurance Service, Mekelle, Tigray, Ethiopia.
Tsegay BerihuTigray Region Health Bureau, Mekelle, Tigray, Ethiopia.
Afework MulugetaResearch Monitoring, Training and Publication Directorate, Tigray Health Research Institute, Mekelle, Tigray, Ethiopia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundCommunity-based health insurance (CBHI) is crucial for strengthening primary healthcare (PHC) and progressing towards universal health coverage (UHC), especially in resource-constrained, war-affected settings. While previous studies have explored CBHI in various contexts, this study uniquely investigates household willingness to join (WTJ) CBHI and its determinants in post-war Tigray, Ethiopia, offering valuable insights into the specific challenges and opportunities in this under-researched setting.

methodsWe conducted a multistage community-based survey across 15 districts within 6 accessible administrative zones, 1 year after the cessation of hostilities, sampling 2289 households in 30 clusters. The primary outcome variable-household WTJ CBHI-was analysed in relation to sociodemographic factors, a wealth index, type of frequently accessed healthcare facility, knowledge on CBHI benefits and prior experience with CBHI. Weighted logistic regression identified significant predictors of WTJ with p<0.05.

results2270 households participated (99.17% response rate). Respondents were 60.31% female, and median age 42.50 years (IQR 33-55). Pre-war CBHI enrolment of households was approximately 62.40% (95% CI 60.11% to 64.63%), while post-war WTJ reached about 87.57% (95% CI 85.99% to 88.99%) of households. Key WTJ predictors included younger age, marital status, host community status, farming occupation, belonging to the 'less poor' wealth quintile, hospital access, knowledge of CBHI benefits and previous CBHI membership.

conclusionsThis study reveals substantial interest in CBHI among households in post-war Tigray, highlighting its potential to strengthen the healthcare system. To ensure equitable access and achieve UHC-particularly in rural and war affected areas-revitalising CBHI and rebuilding PHC are essential. While longitudinal research is warranted to understand how war-driven contextual changes affect CBHI demand over time, policies should prioritise affordability, enhance awareness and strengthen hospital linkages. This supports the prioritisation of CBHI investment as a crucial strategy in this context and potentially in similar under-resourced and war-torn settings.

Indexed as

Community-Based Health InsuranceUniversal Health InsuranceWarfareAdultEthiopiaFemaleHealth Services AccessibilityHumansMaleMiddle AgedSocioeconomic FactorsSurveys and QuestionnairesHealth insuranceHealth policyHealth Services AccessibilityHealth systems

Identifiers

PMID41698757
PMCPMC12993319

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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.