ArticleThe Lancet regional health. Western Pacific2023
Provincial variations in catastrophic health expenditure and medical impoverishment in China: a nationwide population-based study.
Article in The Lancet regional health. Western Pacific, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers, 1 of them a synthesis that pooled it.
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Who cites it
24 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
- Equity in health financing in China: a national financing and benefit incidence analysis, 2013-2023.The Lancet regional health. Western Pacific · 2026Article
- Spatiotemporal evolution characteristics and influencing factors of hepatitis B incidence rate in China.Scientific reports · 2026Article
- Regional differences, evolutionary trends, and influencing factors of the level of medical assistance protection across Chinese provinces.BMC public health · 2026Article
- Explaining changes in socioeconomic inequality in catastrophic health expenditure in China: a mobility-determinant decomposition.Health economics review · 2026Article
- The trade-off between coverage and benefit: spatiotemporal variation of China's health insurance and its influencing factors.BMC health services research · 2026Article
- Spatiotemporal characteristics of health expenditure in mainland China during 2012-2020.BMC health services research · 2026Article
- Household financial management behavior and catastrophic health expenditure risk in rural China: the moderating role of health insurance coverage.Frontiers in public health · 2026Article
- Prevalence and Intensity of Catastrophic Health Expenditure Among Residents in a Multiethnic Province in China: Cross-Sectional Study.JMIR public health and surveillance · 2025Article
- Measurement of catastrophic health expenditures in households with essential hypertension and type 2 diabetes mellitus in cold regions of China.Health economics review · 2025Article
- Development and validation of the healthcare access barrier scale (HABS).International journal for equity in health · 2025Article
- Strengthening financial protection through multitiered health coverage: evidence from 667 055 low-income households in China.BMJ global health · 2025Article
- Providing financial protection in health for low-income populations: a comparison of health financing designs in East Asia.International journal for equity in health · 2025Article
- Trends and determinants of healthcare-induced poverty in China 2013-2019.Health policy and planning · 2025Article
- Why do rural residents in China withdraw from the health insurance system? -A qualitative study based on Y County in S Province, China.BMC public health · 2025Article
- Confidence in China's healthcare system: a focus on lower-middle class.Health economics review · 2025Article
- The discrepancy between objective and subjective assessments of catastrophic health expenditure: evidence from China.Health policy and planning · 2025Article
- Impact of China's primary healthcare reforms on utilisation, payments and self-reported health: a quasi-experimental analysis of a middle-aged and older cohort 2011-2018.BMJ public health · 2025Article
- Spatio-temporal patterns and determinants of persistent catastrophic health expenditure in China: evidence from the China Family Panel Studies.Frontiers in public health · 2025Article
- Rejoinder to comments on ''Acceptance and willingness to pay for DTaP-HBV-IPV-Hib hexavalent vaccine among parents: A cross-sectional survey in China''.Human vaccines & immunotherapeutics · 2024Article
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Abstract
Background: Financial protection, as a key dimension of Universal Health Coverage (UHC), has been under increasing attention in recent years. A series of studies have examined the nationwide extent of catastrophic health expenditure (CHE) and medical impoverishment (MI) in China. However, disparities in financial protection at the province level have rarely been studied. The aim of this study was to investigate provincial variations in financial protection as well as its inequality across provinces. Methods: Using data from the 2017 China Household Finance Survey (CHFS), this study estimated the incidence and intensity of CHE and MI for 28 Chinese provinces. Ordinary least square (OLS) estimation, using robust standard errors, was used to explore the factors associated with financial protection at the province level. Moreover, this study examined the urban-rural differences in financial protection within each province, and calculated the concentration index of CHE and MI indicators for each province using household income per capita. Findings: The study revealed large provincial variations in financial protection within the nation. The nationwide CHE incidence was 11.0% (95% CI: 10.7%, 11.3%), ranging from 6.3% (95% CI: 5.0%, 7.6%) in Beijing to 16.0% (95% CI: 14.0%, 18.0%) in Heilongjiang; the national MI incidence was 2.0% (95% CI: 1.8%, 2.1%), ranging from 0.03% (95% CI: 0.00%, 0.06%) in Shanghai to 4.6% (95% CI: 3.3%, 5.9%) in Anhui province. We also found similar patterns for provincial variations in intensity of CHE and MI. Moreover, substantial provincial variations in income-related inequality and urban-rural gap existed across provinces. Eastern developed provinces in general had much lower inequality within them, compared with central and western provinces. Interpretation: Despite the great advances towards UHC in China, substantial provincial variations exist in financial protection across provinces. Policymakers should pay special attention to low-income households in central and western provinces. Provision of better financial protection for these vulnerable groups will be key to achieving UHC in China. Funding: This research was supported by the National Natural Science Foundation of China (Grant Number: 72074049) and the Shanghai Pujiang Program (2020PJC013).
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