SynthesisBMC health services research2024
Effect of community based health insurance on healthcare services utilization in Ethiopia: a systematic review and meta-analysis.
Synthesis in BMC health services research, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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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.
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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Who cites it
9 citing papers in PubMed.
- Multilevel Analysis of Women's Perceptions of Community-Based Health Insurance on Healthcare Access in Sidama Region, Ethiopia: A Community-Based Cross-Sectional Study.Health science reports · 2026Article
- Early esophageal cancer diagnosis in Central Oromia, Ethiopia: patient and provider perspectives on barriers and facilitators.Scientific reports · 2026Article
- Awareness and factors associated with routine medical checkups for non-communicable diseases among adults in Gondar City, Ethiopia.Scientific reports · 2026Article
- Health system responsiveness and its associated factors among patients with mental illness receiving outpatient care in public hospitals, Addis Ababa, Ethiopia, 2025: a facility-based cross-sectional study.BMC health services research · 2026Article
- Article
- Women's Intention to Maintain Enrollment in Community-Based Health Insurance: A Multilevel Analysis in the Sidama Region, Southern Ethiopia, 2024.Health services insights · 2026Article
- Factors Influencing Time to Treatment Initiation for Breast Cancer in Ethiopia.Cancer medicine · 2025Article
- Relationship Between Health Insurance Status and Frequency of Routine Medical Checkups.Cureus · 2025Article
- Health Service Utilization by Women Members and Non-Members of Community-Based Health Insurance Schemes in Sidama, Southern Ethiopia, 2024: A Comparative Cross-Sectional Study.Health services insights · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundCommunity based health insurance (CBHI) is characterized by voluntary involvement, pooling of health risks and of funds occur within a community. It is becoming increasingly popular way to increase the use of healthcare services in low- and middle-income nations. Understanding the effect of CBHI on the level of health services utilization is a paramount for evidence based decision making. Hence, this study aimed to estimate the pooled effect of CBHI on health services utilization in Ethiopia.
methodsStudies were searched from PubMed, Google scholar, Web of Science, Research4life, Science Direct, African Journal Online and national websites for grey literatures. We were adhered to the PRISMA guidelines. Cross sectional and quasi experimental studies were included. Studies were screened, and critically appraised for quality using Joanna Briggs Institute Critical Appraisal tools. The data were extracted using Microsoft excel and exported to STATA 17 and RevMan 5.4.1 for further analysis. Heterogeneity between studies was assessed using Cochran's Q statistic and quantified with I
resultA total of 1501 studies were identified, out of which only 14 of them were included in the final meta-analysis. Health services utilization among CBHI members and non-members was 69.1% [95%CI (57.1-81.1%)] versus 50.9% [95%CI (40.6-61.3%)] respectively (difference in the effect was 18.2%). The CBHI members were nearly three folds more likely to utilize health services as compared with their counterparts [OR = 2.54, 95%CI: (1.81, 3.57). On average, CBHI users had 1.14 increased health facility visits as compared to non-insured, mean difference (MD) = 1.14 visits with 95% CI (0.65-1.63).
conclusionThe CBHI has a significantly increased health service utilization in Ethiopia. Hence, it will have a great contribution to meet the health for all agenda in resource limited countries.
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Registered trials
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.