SynthesisBMC health services research2015
A systematic review of factors that affect uptake of community-based health insurance in low-income and middle-income countries.
Synthesis in BMC health services research, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 126 papers, 13 of them syntheses that pooled it.
What it found
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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
126 citing papers in PubMed, 13 syntheses or guidelines pooled it.
- Health insurance purchase intentions in the past decade: a systematic review and future research directions.BMC health services research · 2025Pooled it
- Beneficiaries' satisfaction with health insurance and associated factors in Sub-Saharan Africa: a systematic review and meta-analysis.BMJ open · 2025Pooled it
- Willingness to pay for National Health Insurance Services and Associated Factors in Africa and Asia: a systematic review and meta-analysis.Frontiers in public health · 2024Pooled it
- Household satisfaction and associated factors with community-based health insurance scheme in Ethiopia: systematic review and meta-analysis.Global health research and policy · 2023Pooled it
- Impact of community-based health insurance in low- and middle-income countries: A systematic review and meta-analysis.PloS one · 2023Pooled it
- Equity in health insurance schemes enrollment in low and middle-income countries: A systematic review and meta-analysis.International journal for equity in health · 2022Pooled it
- Pooled it
- Determinants of antenatal care utilisation in sub-Saharan Africa: a systematic review.BMJ open · 2019Pooled it
- Leaving no one behind? Social inclusion of health insurance in low- and middle-income countries: a systematic review.International journal for equity in health · 2019Pooled it
- Electronic health record system in the public health care sector of South Africa: A systematic literature review.African journal of primary health care & family medicine · 2018Pooled it
- Barriers and facilitators to implementation, uptake and sustainability of community-based health insurance schemes in low- and middle-income countries: a systematic review.International journal for equity in health · 2018Pooled it
- Financial arrangements for health systems in low-income countries: an overview of systematic reviews.The Cochrane database of systematic reviews · 2017Pooled it
- Pooled it
- Effectiveness of community-based diabetes and hypertension prevention and management programmes in Indonesia and Viet Nam: a quasi-experimental study.BMJ global health · 2024Trial
- Informing policy through evidence: A scoping review of factors that influence enrolment in community-based health insurance in East Africa.Global health research and policy · 2026Article
- A qualitative study of stakeholders' perceptions towards the implementation of the National Health Insurance Scheme in Zambia: equity and financial sustainability in question.Health policy and planning · 2026Article
- Preference for supplementary voluntary health insurance and heterogeneity in China: a discrete choice experiment.Health policy and planning · 2026Article
- Latent profiles of health insurance literacy, numeracy and supplementary voluntary health insurance enrollment.Health economics review · 2026Article
- Harnessing rural community savings groups for contribution collection in the Zambia national health insurance scheme: an analysis of community perspectives using the motivation and ability framework.BMC health services research · 2026Article
- Analysis and interpretation of the heterogeneity of community-based health insurance attributes and preferences in Senegal: evidence from a discrete choice experiment.Health economics review · 2026Article
66 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundLow-income and middle-income countries (LMICs) have difficulties achieving universal financial protection, which is primordial for universal health coverage. A promising avenue to provide universal financial protection for the informal sector and the rural populace is community-based health insurance (CBHI). We systematically assessed and synthesised factors associated with CBHI enrolment in LMICs.
methodsWe searched PubMed, Scopus, ERIC, PsychInfo, Africa-Wide Information, Academic Search Premier, Business Source Premier, WHOLIS, CINAHL, Cochrane Library, conference proceedings, and reference lists for eligible studies available by 31 October 2013; regardless of publication status. We included both quantitative and qualitative studies in the review.
resultsBoth quantitative and qualitative studies demonstrated low levels of income and lack of financial resources as major factors affecting enrolment. Also, poor healthcare quality (including stock-outs of drugs and medical supplies, poor healthcare worker attitudes, and long waiting times) was found to be associated with low CBHI coverage. Trust in both the CBHI scheme and healthcare providers were also found to affect enrolment. Educational attainment (less educated are willing to pay less than highly educated), sex (men are willing to pay more than women), age (younger are willing to pay more than older individuals), and household size (larger households are willing to pay more than households with fewer members) also influenced CBHI enrolment.
conclusionIn LMICs, while CBHI schemes may be helpful in the short term to address the issue of improving the rural population and informal workers' access to health services, they still face challenges. Lack of funds, poor quality of care, and lack of trust are major reasons for low CBHI coverage in LMICs. If CBHI schemes are to serve as a means to providing access to health services, at least in the short term, then attention should be paid to the issues that militate against their success.
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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.