ArticleBMC health services research2021
Can health service equity alleviate the health expenditure poverty of Chinese patients? Evidence from the CFPS and China health statistics yearbook.
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 14 papers.
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Who cites it
14 citing papers in PubMed, 28 citations in OpenAlex.
- The impact of family health resources on the economic risk of diseases in rural China: based on a path analysis.BMC public health · 2026Article
- Equity of total health expenditure in China, 2015-2021.Scientific reports · 2025Article
- Trends and determinants of healthcare-induced poverty in China 2013-2019.Health policy and planning · 2025Article
- Article
- The mismatch in hierarchical diagnosis and treatment construction and related reasons: a qualitative analysis from ZX City, Hubei Province.Frontiers in public health · 2025Article
- Cost-effectiveness analysis of pembrolizumab plus chemotherapy versus placebo plus chemotherapy for patients with previously untreated locally recurrent inoperable or metastatic triple-negative breast cancer in China.Frontiers in pharmacology · 2025Article
- Out-of-Pocket Health Expenditures Associated with Chronic Health Conditions and Disability in China.International journal of environmental research and public health · 2023Article
- The effect gap of hypertension health management services in poverty and non-poverty counties on the hypertension control: evidence from China Chronic Diseases Risk Factors Surveillance.Journal of health, population, and nutrition · 2023Article
- Impact of Long Working Hours on Mental Health: Evidence from China.International journal of environmental research and public health · 2023Article
- The impact of integrated urban and rural resident basic medical insurance on health service equity: Evidence from China.Frontiers in public health · 2023Article
- Health Poverty Alleviation Project in Rural China: Impact on Poverty Vulnerability, Health Status, Healthcare Utilization, Health Expenditures.Risk management and healthcare policy · 2023Article
- Relative acquisition evaluation of health poverty alleviation project: a quantitative study of data from different regions of China.BMC public health · 2022Article
- The Impact of Multidimensional Health Levels on Rural Poverty: Evidence from Rural China.International journal of environmental research and public health · 2022Article
- Health Poverty Reduction Policies and Effectiveness Evaluation in China Since 2015: A Narrative Review.Inquiry : a journal of medical care organization, provision and financingReview
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Authors and funding
7 authors at 3 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectivesTo comprehend the relationship between various indicators of health service equity and patients' health expenditure poverty in different regions of China, identify areas where equity in health service is lacking and provide ideas for improving patients' health expenditure poverty.
methodData from China Family Panel Studies (CFPS) in 2018 and the HFGT index formula were used to calculate the health expenditure poverty index of each province. Moreover, Global Moran's I and Local Moran's I test are applied to measure whether there is spatial aggregation of health expenditure poverty. Finally, an elastic net regression model is established to analyze the impact of health service equity on health expenditure poverty, with the breadth of health expenditure poverty as the dependent variable and health service equity as the independent variable.
resultsIn the developed eastern provinces of China, the breadth of health expenditure poverty is relatively low. There is a significant positive spatial agglomeration. "Primary medical and health institutions per 1,000 population", "rural doctors and health workers per 1,000 population", "beds in primary medical institutions per 1,000 population", "proportion of government health expenditure" and "number of times to participate in medical insurance (be aided) per 1,000 population" have a positive impact on health expenditure poverty. "Number of health examinations per capita" and "total health expenditure per capita" have a negative impact on health expenditure poverty. Both effects passed the significance test.
conclusionTo enhance the fairness of health resource allocation in China and to alleviate health expenditure poverty, China should rationally plan the allocation of health resources at the grassroots level, strengthen the implementation of hierarchical diagnosis and treatment and encourage the investment in business medical insurance industry. Meanwhile, it is necessary to increase the intensity of medical assistance and enrich financing methods. All medical expenses of the poorest should be covered by the government.
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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.