SynthesisInternational journal for equity in health2022
Equity in health insurance schemes enrollment in low and middle-income countries: A systematic review and meta-analysis.
Synthesis in International journal for equity in health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 36 papers, 3 of them syntheses that pooled it.
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Who cites it
36 citing papers in PubMed, 3 syntheses or guidelines pooled it, 58 citations in OpenAlex.
- Effects of health insurance on economic burden and health service utilization among people with noncommunicable diseases in low- and middle-income countries: a systematic review.BMC public health · 2026Pooled 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
- The impact of community-based health insurance on universal health coverage in Ethiopia: a systematic review and meta-analysis.Global health action · 2023Pooled it
- Equity in health insurance coverage among women with children under two years of age in Laos: a cross-sectional study of sociodemographic disparities and implications for universal health coverage.Journal of health, population, and nutrition · 2026Article
- Latent profiles of health insurance literacy, numeracy and supplementary voluntary health insurance enrollment.Health economics review · 2026Article
- Levels and Determinants of Health Insurance Coverage in Kenya: Cross-Sectional Evidence from KDHS 2022.Healthcare (Basel, Switzerland) · 2026Article
- Unveiling the Clinical Impact of Lower Limb Robotic Devices in Neurorehabilitation: An Umbrella Review.Annals of biomedical engineering · 2026Review
- Article
- Bridging the gap between health insurance eligibility and uptake: A multistate quantitative analysis of entitlement-based verification patterns under India's PM-JAY Scheme.PLOS global public health · 2026Article
- Mobilizing the banking sector for universal health coverage: a new frontier for public-private partnerships.Frontiers in health services · 2026Article
- Association between wealth status and health insurance enrollment among women aged 15-49 years in Tanzania: a secondary analysis of the 2022 Demographic and Health Survey.Frontiers in health services · 2026Article
- A Review on the Double Burden of Diabetes and Myocardial Infarction: Healthcare Challenges and Future Prospects in Low and Middle-Income Countries.Health science reports · 2025Article
- Exploring financial toxicity and its impact on health-related quality of life of cancer patients.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2025Article
- The political economy of national health insurance schemes: evidence from Zambia.Health policy and planning · 2025Article
- Moving toward universal health coverage with a national health insurance program: A scoping review and narrative synthesis of experiences in eleven low- and lower-middle income countries.PLOS global public health · 2025Article
- Health insurance's contribution to reducing the financial burden of tuberculosis in Guizhou Province, China.Epidemiology and infection · 2024Article
- Article
- Article
- Impact of Government-Funded Health Insurance on Out-of-Pocket Expenditure and Quality of Hospital-Based Care in Indian States of Madhya Pradesh and Maharashtra.Applied health economics and health policy · 2024Article
- A Hierarchical Bayesian approach to small area estimation of health insurance coverage in Ethiopian administrative zones for better policies and programs.Health economics review · 2024Article
Corrections and comments
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Authors and funding
5 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundEnsuring access to essential quality health services and reducing financial hardship for all individuals regardless of their ability to pay are the main goals of universal health coverage. Various health insurance schemes have been recently implemented in low- and middle-income countries (LMICs) to achieve both of these objectives. We systematically reviewed all available literature to assess the extent to which current health insurance schemes truly reach the poor and underserved populations in LMICs.
methodsIn the systematic review, we searched on PubMed, Web of Science, EconLit and Google Scholar to identify eligible studies which captured health insurance enrollment information in LMICs from 2010 up to September 2019. Two authors independently selected studies, extracted data, and appraised included studies. The primary outcome of interest was health insurance enrollment of the most vulnerable populations relative to enrollment of the best-off subgroups. We classified households both with respect to their highest educational attainment and their relative wealth and used random-effects meta-analysis to estimate average enrollment gaps.
results48 studies from 17 countries met the inclusion criteria. The average enrollment rate into health insurance schemes for vulnerable populations was 36% with an inter-quartile range of 26%. On average, across countries, households from the wealthiest subgroup had 61% higher odds (95% CI: 1.49 to 1.73) of insurance enrollment than households in the poorest group in the same country. Similarly, the most educated groups had 64% (95% CI: 1.32 to 1.95) higher odds of enrollment than the least educated groups.
conclusionThe results of this study show that despite major efforts by governments, health insurance schemes in low-and middle-income countries are generally not reaching the targeted underserved populations and predominantly supporting better-off population groups. Current health insurance designs should be carefully scrutinized, and the extent to which health insurance can be used to support the most vulnerable populations carefully re-assessed by countries, which are aiming to use health insurance schemes as means to reach their UHC goals. Furthermore, studies exploring best practices to include vulnerable groups in health insurance schemes are needed. REGISTRATION: Not available.
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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.