SynthesisPloS one2019
The impact of public health insurance on health care utilisation, financial protection and health status in low- and middle-income countries: A systematic review.
Synthesis in PloS one, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 96 papers, 8 of them syntheses that pooled it.
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
96 citing papers in PubMed, 8 syntheses or guidelines pooled it.
- Disparities in modern health service utilization between community-based health insurance member and non-member households in Ethiopia: a meta-analysis.BMC public health · 2026Pooled it
- 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
- Access to health insurance amongst people with disabilities and its association with healthcare use, health status and financial protection in low- and middle-income countries: a systematic review.International journal for equity in health · 2024Pooled 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
- The impact of community-based health insurance on universal health coverage in Ethiopia: a systematic review and meta-analysis.Global health action · 2023Pooled it
- Pooled 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
- PROTOCOL: Evidence and Gap Map of Studies of the Effects of Health Interventions to Reduce Out-of-Pocket Expenses.Campbell systematic reviews · 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
- Assessing intervention effects on healthcare-related financial protection in low- and middle-income countries: a rapid evidence review.Health policy and planning · 2026Review
- Article
- Individual and community-level factors affecting diabetes screening uptake among adults in 14 low- and middle-income countries: a multilevel mixed-effects analysis of recent demographic and health surveys.BMC public health · 2026Article
- Latent profiles of health insurance literacy, numeracy and supplementary voluntary health insurance enrollment.Health economics review · 2026Article
- Article
- Healthcare satisfaction and associated factors between insured and uninsured women in the Sidama region, Ethiopia.npj health systems · 2026Article
- MODELLING TELECOM-DRIVEN HEALTH INSURANCE FINANCING IN NIGERIA: A TECHNO-ECONOMIC NARRATIVE REVIEW.Annals of Ibadan postgraduate medicine · 2026Article
- Awareness and factors associated with routine medical checkups for non-communicable diseases among adults in Gondar City, Ethiopia.Scientific reports · 2026Article
- [Current status and prospects of family financial toxicity in childhood malignancies].Zhongguo dang dai er ke za zhi = Chinese journal of contemporary pediatrics · 2026Review
- From individual burden to social risk pooling: drivers of the declining out-of-pocket health expenditure share in China (2009-2024).International journal for equity in health · 2026Article
36 more citing papers are in PubMed but not listed here.
Corrections and comments
- Erratum issued
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundExpanding public health insurance seeks to attain several desirable objectives, including increasing access to healthcare services, reducing the risk of catastrophic healthcare expenditures, and improving health outcomes. The extent to which these objectives are met in a real-world policy context remains an empirical question of increasing research and policy interest in recent years.
methodsWe reviewed systematically empirical studies published from July 2010 to September 2016 using Medline, Embase, Econlit, CINAHL Plus via EBSCO, and Web of Science and grey literature databases. No language restrictions were applied. Our focus was on both randomised and observational studies, particularly those including explicitly attempts to tackle selection bias in estimating the treatment effect of health insurance. The main outcomes are: (1) utilisation of health services, (2) financial protection for the target population, and (3) changes in health status.
findings8755 abstracts and 118 full-text articles were assessed. Sixty-eight studies met the inclusion criteria including six randomised studies, reflecting a substantial increase in the quantity and quality of research output compared to the time period before 2010. Overall, health insurance schemes in low- and middle-income countries (LMICs) have been found to improve access to health care as measured by increased utilisation of health care facilities (32 out of 40 studies). There also appeared to be a favourable effect on financial protection (26 out of 46 studies), although several studies indicated otherwise. There is moderate evidence that health insurance schemes improve the health of the insured (9 out of 12 studies).
interpretationIncreased health insurance coverage generally appears to increase access to health care facilities, improve financial protection and improve health status, although findings are not totally consistent. Understanding the drivers of differences in the outcomes of insurance reforms is critical to inform future implementations of publicly funded health insurance to achieve the broader goal of universal health coverage.
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.