ArticleFrontiers in public health2024
Spatial distribution and influencing factors of CDC health resources in China: a study based on panel data from 2016-2021.
Article in Frontiers in public health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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Who cites it
11 citing papers in PubMed.
- Coupling Coordination Analysis of Medical Service Capacity, Residents' Health Level and Regional Economic Development in China.Healthcare (Basel, Switzerland) · 2026Article
- Regional Disparities and Associated Factors Underlying CDC Health Professional Distribution in China.Healthcare (Basel, Switzerland) · 2026Article
- Equity in the allocation of professional public health human resources and its improvement path in China.BMC health services research · 2026Article
- Spatial econometric analysis of health workforce distribution and its influencing factors in Inner Mongolia, China.PloS one · 2026Article
- Assessing risk perception and knowledge gaps of tick-borne diseases in Nei Mongol Zizhiqu and Northeast China.Science in One Health · 2026Article
- [Regional distribution differences and influencing factors of primary healthcare institutions in China].Zhong nan da xue xue bao. Yi xue ban = Journal of Central South University. Medical sciences · 2025Article
- Effect of a three-years preventive medicine vocational education program on county-level healthcare workforce development in China: a cross-sectional study.BMC medical education · 2025Article
- Landscape Analysis of Human Papillomavirus (HPV) Prophylactic Vaccine Clinical Trials in China Based on the NMPA Database.Drug design, development and therapy · 2025Review
- Spatio-temporal evolution of financial sustainability in Chinese public hospitals: evidence from provincial panel data (2010-2022).Frontiers in 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
- A study on regional differences and convergence of nursing human resource levels in the Yangtze River Economic Belt: an empirical study.BMC nursing · 2024Article
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5 authors.
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Abstract
Background: Measuring the development of Chinese centers for disease control and prevention only by analyzing human resources for health seems incomplete. Moreover, previous studies have focused more on the quantitative changes in healthcare resources and ignored its determinants. Therefore, this study aimed to analyze the allocation of healthcare resources in Chinese centers for disease control and prevention from the perspective of population and spatial distribution, and to further explore the characteristics and influencing factors of the spatial distribution of healthcare resources. Methods: Disease control personnel density, disease control and prevention centers density, and health expenditures density were used to represent human, physical, and financial resources for health, respectively. First, health resources were analyzed descriptively. Then, spatial autocorrelation was used to analyze the spatial distribution characteristics of healthcare resources. Finally, we used spatial econometric modeling to explore the influencing factors of healthcare resources. Results: The global Moran index for disease control and prevention centers density decreased from 1.3164 to 0.2662 ( Conclusion: There were obvious differences in the spatial distribution of healthcare resources in Chinese centers for disease control and prevention. Social, economic and policy factors can affect healthcare resources. The government should consider the rational allocation of healthcare resources at the macro level.
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