ArticleHealthcare (Basel, Switzerland)2020
Regional Differences and Influencing Factors of Allocation Efficiency of Rural Public Health Resources in China.
Article in Healthcare (Basel, Switzerland), 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers.
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Who cites it
30 citing papers in PubMed.
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- Informing equitable urban health policy: a multi-source geospatial assessment of spatial mismatch in medical facility distribution across Chinese cities.Frontiers in public health · 2026Article
- Disparities in Echinococcosis Control in Xizang, China: An Assessment Based on the Health Resource Density Index.Journal of tropical medicine · 2026Article
- Spatiotemporal evolution and determinants analysis of health resource supply-demand coupling coordination in China.International journal for equity in health · 2025Article
- Spatial differences, dynamic evolution and influencing factors of the coupling and coordination relationship between health resources allocation and health service utilization in China.BMC public health · 2025Article
- Regional Differences, Distributional Dynamics and Spatial Convergence of Pharmacist Human Resources in China: A Healthcare Tiers Difference Perspective.Risk management and healthcare policy · 2025Article
- Based on regional heterogeneity: measurement of hospital service efficiency and analysis of spatial effects.Frontiers in public health · 2025Article
- How efficient are specialized public health services in China? A data envelopment analysis and geographically weighted regression approach.Frontiers in public health · 2025Article
- Spatio-temporal evolution of financial sustainability in Chinese public hospitals: evidence from provincial panel data (2010-2022).Frontiers in public health · 2025Article
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- Social capital and health consciousness based on regional differences in China: a cross-sectional study.Frontiers in public health · 2025Article
- Revealing spatiotemporal inequalities, hotspots, and determinants in healthcare resource distribution: insights from hospital beds panel data in 2308 Chinese counties.BMC public health · 2024Article
- Digital economy and the medical and health service supply in China.Frontiers in public health · 2024Article
- Digital economy and high-quality development of the healthcare industry.Frontiers in public health · 2024Article
- Spatial distribution and influencing factors of CDC health resources in China: a study based on panel data from 2016-2021.Frontiers in public health · 2024Article
- Spatial effects of township health centers' health resource allocation efficiency in China.Frontiers in public health · 2024Article
- Regional differences, dynamic evolution, and influencing factors of high-quality medical resources in China's ethnic minority areas.Frontiers in public health · 2024Article
- Measurement and characteristics of the temporal-spatial evolution of China's healthcare services efficiency.Archives of public health = Archives belges de sante publique · 2023Article
- Regional Differences, Dynamic Evolution and Convergence of Public Health Level in China.Healthcare (Basel, Switzerland) · 2023Article
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4 authors.
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Abstract
In the face of increasingly growing health demands and the impact of various public health emergencies, it is of great significance to study the regional differences in the allocation efficiency of the rural public health resources and its improvement mechanism. In this paper, the game competition relationship is included in the evaluation model, and the game cross-efficiency model is used to measure the allocation efficiency of the rural public health resources in 31 provinces of China from 2008 to 2017. Then, the Theil index model and the Gini index model are applied in exploring the regional differences in the allocation efficiency of rural public health resources and its sources. Finally, the bootstrap truncated regression model is used to analyze the influencing factors of the allocation efficiency of the rural public health resources in China. The results show that, first, the total allocation efficiency level of the rural public health resources in China from 2008 to 2017 is relatively low, and it presents a U-shaped trend, first falling and then rising. Second, the changing trend of the allocation efficiency of the rural public health resources in the eastern, central, and western regions of China is similar to that in the nationwide region, and it shows a gradient trend that "the allocation efficiency in the eastern region is high, the allocation efficiency in the western region is low, and the allocation efficiency in the Central region is at the medium level". However, the gap among the three regions is continually narrowing. Third, the calculation results of the Theil index and the Gini index show that intra-regional differences are the major source of the regional differences in the allocation efficiency of the rural public health resources in China, and the inter-regional differences demonstrate an expansion trend. Finally, the improvement of the education level and the social support level will generally improve the allocation efficiency of the rural public health resources in China and its three regions. The increased governmental financial support and urbanization level will reduce the allocation efficiency of the rural public health resources in China and its three regions. The economic development level, the living conditions and the population density are the important influencing factors of the allocation efficiency differences of the rural public health resources in the three regions. Therefore, on the basis of ensuring the increase of the total supply of the rural public health resources, more attention should be paid to the improvement of the allocation efficiency. Moreover, on the basis of continually narrowing the inter-regional differences among the eastern, central, and western regions, more attention should be paid to the intra-regional differences of the allocation efficiency of the rural public health resources among the different provinces. The various economic and social policies should be constantly optimized to jointly improve the allocation efficiency of the rural public health resources.
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