ArticleInternational journal for equity in health2023
Catastrophic health expenditure and its association with socioeconomic status in China: evidence from the 2011-2018 China Health and Retirement Longitudinal Study.
Article in International journal for equity in health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers, 1 of them a synthesis that pooled it.
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Who cites it
22 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
- Preference for supplementary voluntary health insurance and heterogeneity in China: a discrete choice experiment.Health policy and planning · 2026Article
- Domain-specific discounting of health and money: implications for health technology assessment.The European journal of health economics : HEPAC : health economics in prevention and care · 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
- Subnational inequalities and spatially varying associations of elevated blood glucose among women in India: a national district-level biomarkers analysis.BMC public health · 2026Article
- Measuring financial risk protection in long-term care insurance among older adults: quasi-experimental evidence from China.BMC geriatrics · 2026Article
- Fiscal Incentives and Health Risk Protection: How Central-Local Fiscal Relations Shape Rural Households' Medical Burden in China.Healthcare (Basel, Switzerland) · 2026Article
- Catastrophic health expenditure and commercial health insurance purchase: evidence from China.BMC health services research · 2026Article
- The impact of the pilot reform of home and community-based elderly care services on the health of the elderly.BMC public health · 2026Article
- Development and preliminary validation of the post-intensive care syndrome-family assessment scale.Frontiers in psychology · 2026Article
- The effect of air pollution on catastrophic health expenditure among middle-aged and older adults in China.PloS one · 2026Article
- Distress financing on inpatient health expenditure across States in India.BMC health services research · 2025Article
- Payment compliance of informal sector workers in Indonesia National Health Insurance: a study on ability and willingness to pay.Health economics review · 2025Article
- When injury costs too much: the catastrophic costs for spinal cord injury in Iran.BMC health services research · 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
- Impact of health shocks on social capital: How long will it persist?SSM - population health · 2025Article
- Catastrophic Health Expenditure and its Associated Factors among Adult Cancer Patients in a Teaching Hospital in East Coast of Malaysia.Asian Pacific journal of cancer prevention : APJCP · 2025Article
- Catastrophic and impoverishing impacts of health expenditures: a focus on non-communicable diseases in Pokhara Metropolitan City, Nepal.BMC public health · 2025Article
- Catastrophic health payments in Ghana post-National Health Insurance Scheme implementation: an analysis of service-specific health expenditures.BMJ global health · 2025Article
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5 authors.
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Abstract
backgroundAn increase in healthcare utilization in response to universal health coverage may leave massive economic burden on individuals and households. Identifying catastrophic health expenditure helps us understand such burden. This study aims to examine the incidence of catastrophic health expenditure at various thresholds, explore its trend over years, and investigate whether it varies across socioeconomic status (SES).
methodsData used in this study were from four waves of the China Health and Retirement Longitudinal Study (CHARLS): 2011, 2013, 2015, and 2018. SES was measured by annual per-capita household expenditure, which was then divided into quintiles (Quintile 1 (Q1): the poorest - Quintile 5 (Q5): the wealthiest). Catastrophic health expenditure was measured at both a fixed threshold (40%) and a set of variable thresholds, where the thresholds for other quintiles were estimated by multiplying 40% by the ratio of average food expenditure in certain quintile to that in the index quintile. Multilevel mixed-effects logistic regression models were used to analyze the determinants of catastrophic health expenditure at various thresholds.
resultsA total of 6,953 households were included in our study. The incidence of catastrophic health expenditure varied across the thresholds set. At a fixed threshold, 10.90%, 9.46%, 13.23%, or 24.75% of households incurred catastrophic health expenditure in 2011, 2013, 2015, and 2018, respectively, which were generally lower than those at variable thresholds. Catastrophic health expenditure often decreased from 2011 to 2013, and an increasing trend occurred afterwards. Compared to households in Q5, those in lower quintiles were more likely to suffer catastrophic health expenditure, irrespective of the thresholds set. Similarly, having chronic diseases and healthcare utilization increased the odds of catastrophic health expenditure.
conclusionsThe financial protection against catastrophic health expenditure shocks remains a challenge in China, especially for the low-SES and those with chronic diseases. Concerted efforts are needed to further expand health insurance coverage across breadth, depth, and height, optimize health financing mechanism, redesign cost-sharing arrangements and provider payment methods, and develop more efficient expenditure control strategies.
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