ArticleFrontiers in public health2025
Factors associated with client satisfaction and implementation challenges for community-based health insurance in Ethiopia: beneficiaries' perspectives.
Article in Frontiers in public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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.
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.
Who cites it
1 citing paper in PubMed.
- 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
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Community-based health insurance (CBHI) is implemented in Ethiopia to enhance healthcare access and provide financial risk protection for the vulnerable people. However, it falls short in fulfilling customers' needs and could be challenged by potential constraints, needing further investigation. This study was to assess factors associated with client satisfaction and implementation challenges for CBHI in Ethiopia. Methods: A mixed-methods (quantitative and qualitative) survey was employed using face-to-face interviews combined with key informant interviews (KII) using appreciative inquiry to learn more about the practice of CBHI. The quantitative part employed structured questionnaires, and interviews were conducted among a random sample of 782 CBHI beneficiaries using the pretested and validated Ethiopian Health Insurance Agency (EHIA) tool holding multiple dimensions, to measure client satisfaction level and quality. In addition, KII was conducted with 16 key informants from program implementer and facility planning units. The data were analyzed and presented in descriptive statistics. The KII were transcribed, translated, and analyzed using descriptive narrative analysis. Results: A total of 782 CBHI beneficiaries with mean age of 47.6 (±11.6) years and 60.4% females were interviewed. With regard to dimensions of satisfaction, 74.3% reported that CBHI supported services at health facilities are accessible while 67.1% have trust in the health system and 61% reported to get quality services. Almost all were satisfied with the opening hours for service and information provided about the CBHI program. However, some respondents express dissatisfaction with the collection process and registration fee. Overall, about 32.4% (95% CI: 29.1-35.8) of the beneficiaries were satisfied with the CBHI services. CBHI implementation is at full scale in the area but its implementations are challenged by limited resource availability, administrative processes, insurance coverage, availability of essential services, and payments schemes. On the other hand, age (AOR = 3.66; 1.36-9.87), family size (AOR = 4.02; 2.13-7.59), education (AOR = 2.21; 1.34-3.66), and illness history (AOR = 3.15; 1.94-5.12) were associated with dissatisfaction with CBHI services. Conclusion: Only one-third of CBHI users were found to be satisfied with the service and it is associated with age, literacy, family size, and illness history. Key challenges cited include drug shortages, limited laboratory services, and bureaucratic policies, which should be addressed well.
Indexed as
Identifiers
What OpenQuestion holds
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 OpenQuestion graph.