Evidence map›Paper›PMID 41164836›Full record

ArticleFrontiers in public health2025

Research on the equity of health manpower resource allocation in the Yangtze River Delta region.

Qinglian Li, Siyuan Zheng, Zhengwei Jing, Dingwan Chen, Kun Chen, Yingjun Li

Abstract read
In one paragraph

Article in Frontiers in public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Qinglian LiDepartment of Epidemiology and Health Statistics, School of Public Health, Hangzhou Medical College, Hangzhou, China.
Siyuan ZhengDepartment of Epidemiology and Health Statistics, School of Public Health, Hangzhou Medical College, Hangzhou, China.
Zhengwei JingDepartment of Social Medicine and Health Services Management, School of Public Health, Hangzhou Medical College, Hangzhou, China.
Dingwan ChenDepartment of Social Medicine and Health Services Management, School of Public Health, Hangzhou Medical College, Hangzhou, China.
Kun ChenDepartment of Zhejiang, University School of Public Health, Hangzhou, China.
Yingjun LiDepartment of Epidemiology and Health Statistics, School of Public Health, Hangzhou Medical College, Hangzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: To analyze the equity of the current allocation of health human resources using statistical data on health resources in the Yangtze River Delta region. Methods: The Gini coefficient quantifies the level of distributional equality, the Theil index assesses the source of inequality, and the health resource agglomeration degree (HRAD) measures the accessibility of health resources, combining the three methods to evaluate the equity of the current allocation of health human resources in the Yangtze River Delta region. Furthermore, trend analysis of fairness indicators was conducted using regression models. Results: Human resources for health in the Yangtze River Delta region have been increasing between 2014 and 2022. The Gini coefficient and Theil index in the Yangtze River Delta region are more equitable in terms of the distribution of healthcare resources based on population and gross domestic product (GDP) rather than geographical region. In Anhui Province, HRAD and HRAD/PAD (population agglomeration degree) were both less than 1. In Zhejiang Province, HRAD for health technicians and registered nurses was less than 1. Conclusion: Human resources for health and healthcare ratios in the Yangtze River Delta region have continued to grow. However, the equity of health resources allocated based on population and economic factors is superior to that allocated based on geographical factors, and the equity of health resource concentration remains to be improved. To address this equity issue, it is necessary to comprehensively consider various factors such as population, geography, and GDP, and formulate corresponding measures accordingly.

Indexed as

Health EquityHealth WorkforceResource AllocationChinaGross Domestic ProductHumansRivershealth resource agglomeration degreehealth techniciansthe Gini coefficientthe Theil indexYangtze River Delta region

Identifiers

PMID41164836
PMCPMC12558889

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