ArticleBMC public health2023
Understanding financial risk protection in China's health system: a descriptive analysis using data from multiple national household surveys.
Article in BMC public health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.
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Who cites it
8 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Catastrophic health expenditure and associated factors in low-, lower-middle and upper-middle-income countries: systematic review and meta-analysis.Global health action · 2026Pooled it
- Plan-related inequalities in costs, disease progression and mortality among hypertensive patients in China.Nature communications · 2026Article
- Financial protection and healthcare utilization for low-income populations under China's multi-tiered health financing system: a cross-sectional study in an Eastern city.BMC health services research · 2026Article
- Latent profiles of self-management behavior and associated factors among Chinese patients with ulcerative colitis.Frontiers in public health · 2026Article
- Factors influencing financial protection of the elderly within the framework of universal health coverage: A scoping review.Journal of education and health promotion · 2026Review
- Prevalence and Intensity of Catastrophic Health Expenditure Among Residents in a Multiethnic Province in China: Cross-Sectional Study.JMIR public health and surveillance · 2025Article
- Provincial inequality of China's progress towards universal health coverage: An empirical analysis in 2016-21.Journal of global health · 2024Observational
- A nationwide study of the impact of social quality factors on life satisfaction among older adults in rural China.Scientific reports · 2024Article
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3 authors.
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No grant is acknowledged in the PubMed record.
Abstract
backgroundProviding financial risk protection is one of the fundamental goals of health systems. Catastrophic health expenditure (CHE) and medical impoverishment (MI) are two common indicators in evaluating financial risk protection in health. As China continues its health system reform to provide accessible and affordable health care, it is important to have a clear understanding of China's progress in financial risk protection. However, past research showed discrepancies in the incidence of CHE and MI. In this article, using data from four national household surveys, we analyzed levels and characteristics of CHE and MI in China under different definitions.
methodsWe used multiple conventional thresholds for CHE and MI to comprehensively describe the levels of financial risk protection in China. We used data from four national household surveys to measure the incidence of CHE and MI, and their inequalities by urban/rural status and by income quartiles. The Probit regression model was used to explore influencing factors of CHE and MI.
resultsWe found that the incidences of CHE and MI were largely consistent across four national household surveys, despite different sampling methods and questionnaire designs. At the 40% nonfood expenditure threshold, the incidence of CHE in China was 14.95%-17.73% across four surveys during the period of 2016-2017. Meanwhile, at the 1.9 US dollars poverty line, the incidence of MI was 2.01%-5.63%. Moreover, rural residents, lower-income subgroups, and smaller households were faced with higher financial risks from healthcare expenditures. Although positive progress in financial risk protection has been achieved in recent years, China has disproportionately high incidences of CHE and MI, compared to other countries.
conclusionChina has large margins for improvements in risk financial protection, with large inequalities across subgroups. Providing better financial protection for low-income groups in rural areas is the key to improve financial protection in China.
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