ArticleFrontiers in public health2023
Regional catastrophic health expenditure and health inequality in China.
Article in Frontiers in public health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.
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
17 citing papers in PubMed, 14 citations in OpenAlex.
- The bidirectional relationships among multimorbidity, depression, and catastrophic health expenditures in middle-aged and older Chinese adults: random-intercept, cross-lagged panel model.BMC public health · 2026Article
- Has volume-based procurement reduced household catastrophic health expenditure in rural patients with chronic disease?-Evidence from CHARLS 2018 and 2020 in China.Health economics review · 2026Article
- Risk-based redesign of internal quality control procedures for emergency immunoassays in clinical laboratories: a multicenter study from China.Frontiers in medicine · 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
- Rural residents' preference for inclusive commercial health insurance in China: a discrete choice experiment.Archives of public health = Archives belges de sante publique · 2025Article
- Influencing factors of depressive symptoms in middle-aged and elderly people and its regional differences in china: a study based on Bayesian network model.Journal of health, population, and nutrition · 2025Article
- The epidemiology and disease economic burden of osteoarticular tuberculosis in hospitalized children in China: a nationwide cross-sectional retrospective study.BMC infectious diseases · 2025Article
- Health insurance integration and fertility intentions among migrant populations in China: evidence from urban-rural medical reform.BMC health services research · 2025Article
- Trends and determinants of healthcare-induced poverty in China 2013-2019.Health policy and planning · 2025Article
- Catastrophic health payments in Ghana post-National Health Insurance Scheme implementation: an analysis of service-specific health expenditures.BMJ global health · 2025Article
- Disease burden and health-related quality of life among children with X-linked hypophosphataemia in China: a national cross-sectional survey.BMJ paediatrics open · 2025Article
- The mediating role of social support in self-management and quality of life in patients with liver cirrhosis.Scientific reports · 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
- Spatiotemporal inequality and financial toxicity of leukemia in post-poverty China: a national analysis of 832 counties (2019-2024).Frontiers in public health · 2025Article
- Research on the equity of health manpower resource allocation in the Yangtze River Delta region.Frontiers in public health · 2025Article
- Persistency of catastrophic out-of-pocket health expenditures: Measurement with evidence from three African countries - Malawi, Tanzania, and Uganda.Social science & medicine (1982) · 2024Article
- Analysis of medical impoverishment and its influencing factors among China's rural near-poor, 2016-2020.Frontiers in public health · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 3 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Catastrophic health expenditures (CHE) can trigger illness-caused poverty and compound poverty-caused illness. Our study is the first regional comparative study to analyze CHE trends and health inequality in eastern, central and western China, exploring the differences and disparities across regions to make targeted health policy recommendations. Methods: Using data from China's Household Panel Study (CFPS), we selected Shanghai, Henan and Gansu as representative eastern-central-western regional provinces to construct a unique 5-year CHE unbalanced panel dataset. CHE incidence was measured by calculating headcount; CHE intensity was measured by overshoot and CHE inequality was estimated by concentration curves (CC) and the concentration index (CI). A random effect model was employed to analyze the impact of household head socio-economic characteristics, the household socio-economic characteristics and household health utilization on CHE incidence across the three regions. Results: The study found that the incidence and intensity of CHE decreased, but the degree of CHE inequality increased, across all three regions. For all regions, the trend of inequality first decreased and then increased. We also revealed significant differences across the eastern, central and western regions of China in CHE incidence, intensity, inequality and regional differences in the CHE influencing factors. Affected by factors such as the gap between the rich and the poor and the uneven distribution of medical resources, families in the eastern region who were unmarried, use supplementary medical insurance, and had members receiving outpatient treatment were more likely to experience CHE. Families with chronic diseases in the central and western regions were more likely to suffer CHE, and rural families in the western region were more likely to experience CHE. Conclusions: The trends and causes of CHE varied across the different regions, which requires a further tilt of medical resources to the central and western regions; improved prevention and financial support for chronic diseases households; and reform of the insurance reimbursement policy of outpatient medical insurance. On a regional basis, health policy should not only address CHE incidence and intensity, but also its inequality.
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.