ArticleHuman resources for health2023
Equity and trends in general practitioners' allocation in China: based on ten years of data from 2012 to 2021.
Article in Human resources for health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.
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Who cites it
20 citing papers in PubMed.
- Spatial heterogeneity of health care resources: a study of the socioeconomic, demographic, and natural geographic conditions of ethnic minority regions in Southwestern China.BMC public health · 2026Article
- The Mediating Effect of Perceived Occupational Stress and Job Satisfaction on the Impact of Type D Personality on Turnover Intention Among Chinese General Practitioners.Healthcare (Basel, Switzerland) · 2026Article
- Equity in health resource allocation in Guangdong Province, China, from 2013-2021: research based on the Dagum Gini coefficient and exploratory spatial data analysis.Cost effectiveness and resource allocation : C/E · 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
- Assessing regional disparities and trends in health resource allocation from sub-provincial cities in China.Annals of medicine · 2025Article
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- Efficiency and productivity of county-level CDCs in Qingdao municipal, China: a retrospective study based on 6 years of panel data.BMC health services research · 2025Article
- A Study on the Current Situation and Factors Influencing the General Practice Ability of Clinical Undergraduate Students in China.Healthcare (Basel, Switzerland) · 2025Article
- Equity and efficiency of public health resource allocation in China.BMC public health · 2025Article
- Geographic variations, temporal trends, and equity in healthcare resource allocation in China, 2010-21.Journal of global health · 2025Article
- Research on the equity of health manpower resource allocation in the Yangtze River Delta region.Frontiers in public health · 2025Article
- Trends and inequality of human resource in centers for disease control and prevention in China from 2019 to 2023.Frontiers in public health · 2025Article
- Equity and Efficiency of Medical Resource Allocation in National Central Cities, China.Risk management and healthcare policy · 2025Article
- Navigating Sensitive Conversations: Patient-Centered Communication and Politeness Markers in Chinese Online Medical Consultations.Healthcare (Basel, Switzerland) · 2024Article
- Equity and trends in the allocation of health human resources in China from 2012 to 2021.Archives of public health = Archives belges de sante publique · 2024Article
- Provincial inequality of China's progress towards universal health coverage: An empirical analysis in 2016-21.Journal of global health · 2024Observational
- Article
- The challenge of home and community older adult care in China: a survey of the capability of primary care physicians in providing geriatric healthcare services.Frontiers in public health · 2024Article
- Equity in the geographical distribution of general practitioners in Iran.PLOS global public health · 2024Article
- COVID-19 drives medical education reform to promote "healthy China 2030" action plan.Frontiers in public health · 2024Article
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7 authors.
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Abstract
backgroundGeneral practitioners (GP) are the gatekeepers of residents' health, 2021 is the 10th year of the establishment of the GP system in China. This study aims to assess the equity and trends of GP allocation in China from 2012 to 2021, summarize the efforts and progress of GPs in China during the decade, predict the development trend of GPs in mainland China in the next 5 years to provide a reference for regional health planning and rational allocation of GPs in China.
methodsData from 2012 to 2021 on GPs in 22 provinces, 5 autonomous regions, and 4 municipalities directly under the central government in mainland China (excluding Hong Kong, Macao, and Taiwan) are collected by us. Gini coefficient, Lorenz curve and health resource agglomeration degree (HRAD) were used to analyze the equity of the allocation of GPs in China from different dimensions, a Grey prediction model was used to forecast the number of GPs in 2022-2026.
resultsThe number of GPs in mainland China increased from 109 794 to 434 868 from 2012 to 2021, with 3.08 GPs per 10 000 people in 2021. The Gini coefficient of GPs allocation by population in China decreased from 0.312 to 0.147 from 2012 to 2021, while the Gini coefficient of geographic dimension remained between 0.700 and 0.750. Compared with the degree of curvature of the Lorenz curve in the geographic dimension, the degree of curvature of the population and economic dimension were smaller. In 2021, the HRAD in the Eastern region was 4.618, the Central region was 1.493, with different degrees of imbalance among regions, the HRAD/PAD (population agglomeration degree) in the Eastern, Central and Western regions were 1.196, 0.880 and 0.821, respectively. GPs in the Eastern region is still concentrated, while the Central and Western regions were at a similar level, GPs were more scarce. The GM (1,1) model predicts that the number of GPs in mainland China will reach about 720 000 in 2026, the number of GPs per 10 000 people will reach 4.9.
conclusionAfter a decade of development, the number of GPs in China has increased significantly. It has reached the goal of the GP system when it was first established. However, the equity of the geographical dimension, both in terms of Gini coefficient and HRAD, has great differences between different regions. The average Gini coefficient at the geographic dimension is 0.723. The average HRAD index was 4.969 in the East and 0.293 in the West. The Western region has the problem of insufficient GP allocation in both population and geographical dimension. In the future, the number of GPs in China will continue to grow rapidly with the support of policies. The "2030" goal, proposed in 2018, is expected to be achieved by 2026. Due to certain factors (such as COVID-19), the actual situation may be different from the predicted results.
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