ArticleBMC health services research2021
Trends and determinants of catastrophic health expenditure in China 2010-2018: a national panel data analysis.
Article in BMC health services research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers, 3 of them syntheses that pooled it.
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Who cites it
33 citing papers in PubMed, 3 syntheses or guidelines 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
- Understanding variation in catastrophic health expenditure from socio-ecological aspect: a systematic review.BMC public health · 2024Pooled it
- The price and affordability of essential medicines, progress and regional distribution in China: a systematic review.Frontiers in pharmacology · 2023Pooled it
- Determinants of catastrophic health expenditure: Evidence from a patient survey at public hospitals in the Northern midlands and mountainous areas, Vietnam.Journal of public health research · 2026Article
- 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
- Association of adverse childhood experiences with health service use and catastrophic health expenditures in China: evidence from the China Health and Retirement Longitudinal Study.Environmental health and preventive medicine · 2026Article
- Health literacy and urban-rural disparities: a cross-sectional study of access, adherence, and quality of life across the neurological spectrum.Frontiers in public health · 2026Article
- Impact of elevated pooling levels in basic medical insurance on insured individuals' inpatient service utilization-An equity analysis.Frontiers in public health · 2026Article
- A study on the accessibility and utilisation of targeted drugs for pulmonary arterial hypertension in China.Frontiers in pharmacology · 2026Article
- Equity of total health expenditure in China, 2015-2021.Scientific reports · 2025Article
- Prevalence and Intensity of Catastrophic Health Expenditure Among Residents in a Multiethnic Province in China: Cross-Sectional Study.JMIR public health and surveillance · 2025Article
- Changes in health-related quality of life and inequality in China: evidence from a nationwide repeated cross-sectional survey (2021-2023).Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2025Article
- Disease-specific distress healthcare financing and catastrophic out-of-pocket expenditure for hospitalization care in Bangladesh.Cost effectiveness and resource allocation : C/E · 2025Article
- A survey of availability, price, and affordability of innovative negotiated anticancer medicines: a retrospective study in Jiangsu Province, eastern China.BMC public health · 2025Article
- Economic well-being and its association with family caregiving experiences of households affected by schizophrenia in China.Schizophrenia (Heidelberg, Germany) · 2025Article
- Catastrophic health payments in Ghana post-National Health Insurance Scheme implementation: an analysis of service-specific health expenditures.BMJ global health · 2025Article
- Assessing the financial burden of multimorbidity among patients aged 30 and above in India.BMC health services research · 2025Article
- Health insurance policy enforcement and catastrophic health expenditure: a case study in Sichuan province, China.Frontiers in 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
- Identification and analysis of influencing factors of multidimensional health poverty in rural areas of Northwest China.Scientific reports · 2024Article
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Abstract
backgroundCatastrophic health expenditures (CHE) are out-of-pocket payments (OOP) that exceed a predefined percentage or threshold of a household's resources, usually 40 %, that can push households into poverty in China. We analyzed the trends in the incidence and intensity, and explored the determinants, of CHE, and proposed policy recommendation to address CHE.
methodsA unique 5-year national urban-rural panel database was constructed from the China Family Panel Studies (CFPS) surveys. CHE incidence was measured by calculating headcount (percentage of households incurring CHE to the total household sample) and intensity was measured by overshoot (degree by which an average out of pocket health expenditure exceeds the threshold of the total sample). A linear probability model was employed to assess the trend in the net effect of the determinants of CHE incidence and a random effect logit model was used to analyse the role of the characteristics of the household head, the household and household health utilization on CHE incidence.
resultsCHE determinants vary across time and geographical location. From 2010 to 2018, the total, urban and rural CHE incidence all showed a decreasing tend, falling from 14.7 to 8.7 % for total households, 12.5-6.6 % in urban and 16.8-10.9 % in rural areas. CHE intensity decreased in rural (24.50-20.51 %) and urban (22.31-19.57 %) areas and for all households (23.61-20.15 %). Inpatient services were the most important determinant of the incidence of CHE. For urban households, the random effect logit model identified household head (age, education, self-rated health); household characteristics (members 65 + years, chronic diseases, family size and income status); and healthcare utilization (inpatient and outpatient usage) as determinants of CHE. For rural areas, the same variables were significant with the addition of household head's sex and health insurance.
conclusionsThe incidence and intensity of CHE in China displayed a downward trend, but was higher in rural than urban areas. Costs of inpatient service usage should be a key intervention strategy to address CHE. The policy implications include improving the economic level of poor households, reforming health insurance and reinforcing pre-payment hospital insurance methods.
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