ArticleCost effectiveness and resource allocation : C/E2020
The effect of medical insurance on catastrophic health expenditure: evidence from China.
Article in Cost effectiveness and resource allocation : C/E, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 37 papers, 2 of them syntheses that pooled it.
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Who cites it
37 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Effects of health insurance on economic burden and health service utilization among people with noncommunicable diseases in low- and middle-income countries: a systematic review.BMC public health · 2026Pooled it
- Do health insurances reduce catastrophic health expenditure in China? A systematic evidence synthesis.PloS one · 2020Pooled it
- Impact of Catastrophic Health Expenditures on Chinese Household Consumption.Frontiers in public health · 2021Trial
- Willingness-to-Pay for Health Insurance in South Asia: A Systematic Review and Meta-Analysis.Public health challenges · 2026Review
- Article
- Minimizing Societal Cost of Epidemics: Optimal Catastrophe Insurance Compensation Allocation.Risk analysis : an official publication of the Society for Risk Analysis · 2026Article
- Equity of total health expenditure in China, 2015-2021.Scientific reports · 2025Article
- Determinants of medical borrowing and associated inequalities in the Kingdom of Saudi Arabia: evidence from the Global Findex survey.Health economics review · 2025Article
- Can supplementary private health insurance reduce vulnerability to expected poverty and catastrophic health expenditure in China?International journal for equity in health · 2025Article
- Can supplementary private health insurance reduce poverty vulnerability? Evidence from Shandong Province.BMC public health · 2025Article
- What influences the impact of health financing reforms? Using qualitative comparative analysis to identify patterns in health financing systems and their effects on financial protection.SSM - health systems · 2025Review
- Analysis the status and spatio-temporal characteristics of the synergistic development of China's multi-level medical insurance system.Scientific reports · 2025Article
- Association between catastrophic health expenditure and mental health among elderly in China: the potential role of income and social activity.BMC geriatrics · 2025Article
- Unequal benefits: the effects of health insurance integration on consumption inequality in rural China.Frontiers in public health · 2025Article
- Catastrophic Health Expenditures for In-State and Out-of-State Abortion Care.JAMA network open · 2024Article
- Catastrophic health expenditure of inpatients in emerging economies: evidence from the Indian subcontinent.Health research policy and systems · 2024Article
- Medical insurance, livelihood capital and public health in China.Cost effectiveness and resource allocation : C/E · 2024Article
- Trends in antidiabetic drug use and expenditure in public hospitals in Northwest China, 2012-21: a case study of Gansu Province.BMC health services research · 2024Article
- A Fresh Perspective on Examining Population Emotional Well-Being Trends by Internet Search Engine: An Emerging Composite Anxiety and Depression Index.International journal of environmental research and public health · 2024Article
- Determinants of out-of-pocket expenditure on medicines among adults in Saudi Arabia: a cross-sectional study.Frontiers in medicine · 2024Article
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2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe Chinese government has established a nationwide multiple-level medical insurance system. However, catastrophic health expenditure (CHE) causes great harm to the quality of life of households and pushes them into poverty. The objective of this paper is to assess the effect of medical insurance on CHE in China and compare the financial protection effects of different medical insurances.
methodsPanel data were obtained from China Family Panel Studies (CFPS) conducted in the years of 2012, 2014, and 2016. CHE incidence was measured by performing a headcount, and its intensity was estimated using overshoot and mean positive overshoot (MPO). In addition, concentration index (CI) was used to measure the degree of socioeconomic inequality of CHE occurrence. Furthermore, random effects panel Probit regression model was employed to assess the effect of medical insurance on CHE. Lastly, random effects panel Logit regression model was adopted to perform a robustness check.
resultsFrom 2012 to 2016, the total CHE incidence jumped from 15.05% to 15.24%, and the CI in CHE changed from - 0.0076 to - 0.1512. Moreover, the total overshoot increased from 0.0333 to 0.0344, while the total MPO grew from 0.2213 to 0.2257. Furthermore, the global regression results show that residents covered by Supplementary Medical Insurance (SMI) were linked to a decreased probability of experiencing CHE. In addition, the regression results by gender indicate that SMI coverage for male residents had a significant effect on the prevention of CHE, while the effect was not significant for female residents. The regression results by health status show that SMI had a significant impact on reducing the likelihood of CHE occurrence for healthy residents, whilst the impact was not significant for unhealthy residents. Lastly, the robustness check results were consistent with those of previous findings.
conclusionThe results of this study suggest that CHE incidence and intensity became relatively higher among households. In addition, CHE occurrence was concentrated among the poorer households and the equality status worsened. Moreover, financial protection effects of the four medical insurance schemes against CHE varied significantly. Furthermore, the protection effect of SMI against CHE shows significant gender and health status disparities.
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