{"title":"Geographic variations, temporal trends, and equity in healthcare resource allocation in China, 2010-21.","authors":"Shaohua Yin, Zhenlin Liu, Sujuan Yu, Ying Li, Ji An, Dong Wang, Hongjia Yan, Ying Xiao, Feng Xu, Yun Tian, Xiaoxiao Luan","doi":"10.7189/jogh.15.04008","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Inequity in healthcare resources has been identified as a global public health priority, yet the geographic variations and temporal trends in distribution and inequity in China remain unclear. We aimed to investigate these variations and temporal trends in healthcare resources and evaluate inequity in healthcare resource allocation in China.</p><p><strong>Methods: </strong>In this nationwide descriptive study, we used provincial-level data on healthcare infrastructure, human, and service resources from 31 provinces of mainland China, publicly released by the National Health Commission of China between 2010-21. We assessed the spatial autocorrelation of healthcare infrastructure, human, and service resources using Moran's I index, and identified spatial clusters of resource allocation. We evaluated the equity in healthcare resource allocation using the Lorenz curve, Gini coefficient, and Theil index by population and geographic dimensions.</p><p><strong>Results: </strong>Between 2010-21, the density of healthcare infrastructure and human resources in China increased, with the average stay decreasing from 10.5 to 9.2 days. There were substantial regional disparities, with higher resource density exhibited in eastern regions compared to western regions. Spatial autocorrelation was more pronounced for the density of practising (assistant) physicians (Moran's I = 0.465; P < 0.001), practising physicians (Moran's I = 0.351; P < 0.001), and bed occupancy rate (Moran's I = 0.256; P < 0.001), with significant geographic clusters of resource allocation. Lorenz curves showed that healthcare resource allocation was closer to the absolute equity by population but not geographic dimension, with Gini coefficients indicating severe inequity (>0.6) by geographic dimension compared to perfect equity (<0.2) by population dimension. Intraregional Theil index by population was higher than the inter-regional index, with contribution rates exceeding 60%.</p><p><strong>Conclusions: </strong>Per capita access to healthcare resources in China has improved, but significant geographic variations and clustering exist, particularly with higher resource density in eastern regions. While resource allocation by population showed better equity than by geographic area, substantial intra-regional disparities highlight the need for targeted strategies to enhance equitable distribution, particularly in the western regions.</p>","PeriodicalId":48734,"journal":{"name":"Journal of Global Health","volume":"15 ","pages":"04008"},"PeriodicalIF":4.5000,"publicationDate":"2025-01-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11737812/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Global Health","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.7189/jogh.15.04008","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH","Score":null,"Total":0}
引用次数: 0
Abstract
Background: Inequity in healthcare resources has been identified as a global public health priority, yet the geographic variations and temporal trends in distribution and inequity in China remain unclear. We aimed to investigate these variations and temporal trends in healthcare resources and evaluate inequity in healthcare resource allocation in China.
Methods: In this nationwide descriptive study, we used provincial-level data on healthcare infrastructure, human, and service resources from 31 provinces of mainland China, publicly released by the National Health Commission of China between 2010-21. We assessed the spatial autocorrelation of healthcare infrastructure, human, and service resources using Moran's I index, and identified spatial clusters of resource allocation. We evaluated the equity in healthcare resource allocation using the Lorenz curve, Gini coefficient, and Theil index by population and geographic dimensions.
Results: Between 2010-21, the density of healthcare infrastructure and human resources in China increased, with the average stay decreasing from 10.5 to 9.2 days. There were substantial regional disparities, with higher resource density exhibited in eastern regions compared to western regions. Spatial autocorrelation was more pronounced for the density of practising (assistant) physicians (Moran's I = 0.465; P < 0.001), practising physicians (Moran's I = 0.351; P < 0.001), and bed occupancy rate (Moran's I = 0.256; P < 0.001), with significant geographic clusters of resource allocation. Lorenz curves showed that healthcare resource allocation was closer to the absolute equity by population but not geographic dimension, with Gini coefficients indicating severe inequity (>0.6) by geographic dimension compared to perfect equity (<0.2) by population dimension. Intraregional Theil index by population was higher than the inter-regional index, with contribution rates exceeding 60%.
Conclusions: Per capita access to healthcare resources in China has improved, but significant geographic variations and clustering exist, particularly with higher resource density in eastern regions. While resource allocation by population showed better equity than by geographic area, substantial intra-regional disparities highlight the need for targeted strategies to enhance equitable distribution, particularly in the western regions.
背景:医疗资源不公平已被确定为全球公共卫生优先事项,但中国分布和不公平的地理差异和时间趋势尚不清楚。我们的目的是调查这些变化和医疗资源的时间趋势,并评估中国医疗资源分配的不公平。方法:在这项全国性的描述性研究中,我们使用了中国大陆31个省份2010-21年间由中国国家卫生健康委员会公开发布的卫生保健基础设施、人力和服务资源的省级数据。利用Moran's I指数评估了医疗卫生基础设施、人力资源和服务资源的空间自相关性,并确定了资源配置的空间集群。我们利用洛伦兹曲线、基尼系数和泰尔指数对人口和地理维度的医疗资源分配公平性进行了评估。结果:2010-21年,中国医疗卫生设施和人力资源密度增加,平均住院时间从10.5天减少到9.2天。区域差异明显,东部地区资源密度高于西部地区。执业(助理)医师密度的空间自相关性更为显著(Moran’s I = 0.465;结论:中国人均医疗资源可及性有所提高,但存在显著的地理差异和聚集性,特别是东部地区资源密度较高。虽然按人口分配的资源比按地理区域分配的资源更公平,但区域内的巨大差距突出了需要有针对性的战略来加强公平分配,特别是在西部区域。
期刊介绍:
Journal of Global Health is a peer-reviewed journal published by the Edinburgh University Global Health Society, a not-for-profit organization registered in the UK. We publish editorials, news, viewpoints, original research and review articles in two issues per year.