ArticleBMJ global health2021
Examining the level and inequality in health insurance coverage in 36 sub-Saharan African countries.
Article in BMJ global health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 97 papers, 6 of them syntheses that pooled it.
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Who cites it
97 citing papers in PubMed, 6 syntheses or guidelines pooled it.
- General Dementia Training for the Social Care Workforce: A Systematic Review.Journal of advanced nursing · 2026Pooled it
- Economic cost of end-stage renal disease in Africa: a systematic review.BMC nephrology · 2025Pooled it
- Socioeconomic, demographic and obstetric determinants of maternal near miss in Africa: A systematic review.PloS one · 2025Pooled it
- The impact of health insurance on maternal and reproductive health service utilization and financial protection in low- and lower middle-income countries: a systematic review of the evidence.BMC health services research · 2024Pooled 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
- 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
- Health insurance and the distribution of healthcare use in Rwanda's Vision Umurenge Programme: evidence from the Seventh Integrated Household Living Conditions Survey.Global health action · 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
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- Health insurance coverage and health service utilisation in Uganda: an analysis of the 2016 Uganda Demographic and Health Survey.BMC health services research · 2026Article
- Levels and Determinants of Health Insurance Coverage in Kenya: Cross-Sectional Evidence from KDHS 2022.Healthcare (Basel, Switzerland) · 2026Article
- Global, regional and national burden of maternal haemorrhage (2000-2021) and projections to 2050 in 204 countries and territories.BMJ open · 2026Article
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- Structural drivers of health inequality in sub-Saharan Africa: Evidence and policy implications.Health policy OPEN · 2026Article
- Digital health interventions for hypertension in pregnant and perinatal women in low- and middle-income countries: a scoping review.BMC pregnancy and childbirth · 2026Article
- The impact of hospital bed supply on medical insurance expenditure in China (2011-2024): evidence on Roemer's Law and threshold effects.Cost effectiveness and resource allocation : C/E · 2026Article
- Inequalities in Enrollment in Nepal's National Health Insurance Program: An Intersectional Analysis of Nepal Demographic and Health Survey 2022.International journal of environmental research and public health · 2026Article
- Drivers of community-based health insurance enrolment in post-war Tigray, Ethiopia.BMJ global health · 2026Article
- "…it is not the sickness itself that kills. It is the emotional trauma": a qualitative study of the lived experience and systemic barriers of women with breast cancer in Nigeria.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026Article
- "Poverty is a social issue, not a mathematical problem": examining the lessons for beneficiary identification from implementation of the UHC indigent program in Kenya.International journal for equity in health · 2026Article
37 more citing papers are in PubMed but not listed here.
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4 authors.
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Abstract
introductionLow/middle-income countries (LMICs) in sub-Saharan Africa (SSA) are increasingly turning to public contributory health insurance as a mechanism for removing financial barriers to access and extending financial risk protection to the population. Against this backdrop, we assessed the level and inequality of population coverage of existing health insurance schemes in 36 SSA countries.
methodsUsing secondary data from the most recent Demographic and Health Surveys, we computed mean population coverage for any type of health insurance, and for specific forms of health insurance schemes, by country. We developed concentration curves, computed concentration indices, and rich-poor differences and ratios to examine inequality in health insurance coverage. We decomposed the concentration index using a generalised linear model to examine the contribution of household and individual-level factors to the inequality in health insurance coverage.
resultsOnly four countries had coverage levels with any type of health insurance of above 20% (Rwanda-78.7% (95% CI 77.5% to 79.9%), Ghana-58.2% (95% CI 56.2% to 60.1%), Gabon-40.8% (95% CI 38.2% to 43.5%), and Burundi 22.0% (95% CI 20.7% to 23.2%)). Overall, health insurance coverage was low (7.9% (95% CI 7.8% to 7.9%)) and pro-rich; concentration index=0.4 (95% CI 0.3 to 0.4, p<0.001). Exposure to media made the greatest contribution to the pro-rich distribution of health insurance coverage (50.3%), followed by socioeconomic status (44.3%) and the level of education (41.6%).
conclusionCoverage of health insurance in SSA is low and pro-rich. The four countries that had health insurance coverage levels greater than 20% were all characterised by substantial funding from tax revenues. The other study countries featured predominantly voluntary mechanisms. In a context of high informality of labour markets, SSA and other LMICs should rethink the role of voluntary contributory health insurance and instead embrace tax funding as a sustainable and feasible mechanism for mobilising resources for the health sector.
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