ArticleFrontiers in public health2023
Spatial and temporal analysis of China's healthcare resource allocation measurements based on provincial data: 2010-2021.
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 12 papers.
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Who cites it
12 citing papers in PubMed.
- Generative AI in healthcare: redefining clinical practice through digital transformation.Health economics review · 2026Article
- The Impact of the "Healthy China 2030" planning outline strategy on the development of China's medical and health resources-based on interrupted time series analysis from 1990 to 2023.Scientific reports · 2026Article
- The unique challenges and coping strategies in pediatric emergency care: a narrative review.Translational pediatrics · 2026Review
- Clinical characteristics and risk factors ofFrontiers in microbiology · 2026Article
- Disparities in Echinococcosis Control in Xizang, China: An Assessment Based on the Health Resource Density Index.Journal of tropical medicine · 2026Article
- Regional Differences and Dynamic Evolution of High-Quality Medical Resources in China's Private Hospitals from 2017 to 2022.Risk management and healthcare policy · 2026Article
- Spatiotemporal evolution and determinants analysis of health resource supply-demand coupling coordination in China.International journal for equity in health · 2025Article
- Epidemic Trends and Spatial Distribution Characteristics of Hepatitis B in China: Surveillance Study.JMIR public health and surveillance · 2025Article
- The impact of public cultural participation on public health efficiency: empirical analysis from Chinese cities.Frontiers in public health · 2025Article
- Article
- Does cultural service provision contribute to improving public health levels? Empirical evidence from 283 Chinese cities.Frontiers in public health · 2025Article
- Spatial equity and factors associated with intensive care unit bed allocation in China.Archives of public health = Archives belges de sante publique · 2024Article
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3 authors.
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Abstract
Background: With the development of society, industrialization, urbanization, aging, lifestyle and social transformation, environmental degradation, global warming and other factors have had a great impact on the health of the population, and there is an urgent need to take a series of practical actions to promote the improvement of national health. Among them, healthcare resource allocation plays a key role in advancing the level of national health, treatment of chronic diseases, and leisure and healthcare. Methods: This article collected panel data on healthcare resource allocation in all provinces of China from 2010 to 2021, and comprehensively applied Analytic Hierarchy Process, comprehensive scoring method, regional difference analysis and spatial autocorrelation analysis to reveal regional differences, spatial-temporal patterns and development characteristics of healthcare resource allocation in China. Results: In terms of regional differences, intra-regional differences in healthcare resource allocation tend to narrow and inter-regional differences tend to widen. In terms of spatial pattern, the western provinces on the left side of the Hu Huanyong line generally have higher scores, while the central and eastern provinces on the right side of the Hu Huanyong line have lower scores, and healthcare resource allocation in the provinces on the left side of the Hu Huanyong line, such as Tibet, Xinjiang, Qinghai, Ningxia, Gansu, Inner Mongolia, Sichuan, have the spatial characteristics of HH clusters in terms of geographic location, while the southeast coastal provinces, such as Zhejiang, Fujian, Guangdong, Hainan, have the spatial characteristics of LL clusters in terms of geographic location. From the quadrant analysis, the 2010-2021 healthcare resource allocation in the first quadrant concentrates most of the provinces in the western and northeastern regions, while the third quadrant concentrates most of the provinces in the eastern region. Conclusion: The allocation of healthcare resources in China's four major zones has undergone a process of change from "unbalanced quantity to relatively balanced quantity," but high-quality healthcare resources are highly concentrated in the eastern part of the country, and the problem of contradiction between people and doctors is prominent. It is recommended that Internet plus healthcare technology be used to reshape the regional allocation of high-quality healthcare resources.
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