基于基尼系数和数据包络分析的贵州省医疗资源配置公平性及效率研究OA
Analysis on equity and efficiency of medical resource allocation in Guizhou Province based on Gini coefficient and data envelopment analysis
目的 分析贵州省2015-2023年医疗资源配置的公平性和效率,为优化医疗资源配置提供参考.方法 运用基尼系数分析医疗资源配置公平性,运用数据包络分析(data envelopment analysis,DEA)的DEA-BCC模型和DEA-Malmquist模型分别进行静态与动态效率分析.结果 2015-2023年,贵州省医疗资源按人口分布的基尼系数介于0.038 5~0.147 9之间,按地理面积分布的基尼系数介于0.212 9~0.386 8之间;静态分析结果显示,2023年各市州中有4个市州为DEA有效,2个市州为DEA弱有效,3个市州为DEA无效;动态分析结果显示,2015-2023年贵州省医疗资源配置的全要素生产率变化指数均值为0.993,其中有3个市州的全要素生产率变化指数>1,6个市州的全要素生产率变化指数<1.结论 2015-2023年贵州省医疗资源投入总体呈增长趋势,人口维度医疗资源配置公平性不断改善,部分市州医疗资源配置效率较高,但全省整体效率欠佳,建议进一步科学规划医疗资源结构,合理配置医疗资源,提升整体配置均衡性和效能.
Objective This study aims to analyze the equity and efficiency of medical resource allocation in Guizhou Province from 2015 to 2023,and to provide a reference for optimizing medical resource allocation.Method The Gini coefficient was used to analyze the equity of medical resource allocation,and the data envelopment analysis(DEA)-BCC model and DEA-Malmquist model were applied for static and dynamic efficiency analysis,respectively.Results From 2015 to 2023,the population-based Gini coefficient of medical resources in Guizhou Province ranged from 0.038 5 to 0.147 9,while the geographic area-based Gini coefficient ranged from 0.212 9 to 0.386 8.Static analysis indicated that,among the cities and prefectures in 2023,4 were DEA efficient,2 were weakly DEA efficient,and 3 were DEA inefficient.Dynamic analysis showed that,from 2015 to 2023,the average total factor productivity change of medical resource allocation in Guizhou Province was 0.993,with total factor productivity change exceeding 1 in three cities and falling below 1 in six.Conclusions From 2015 to 2023,investment in medical resources in Guizhou Province shows an overall increasing trend,and the equity of medical resource allocation across the population dimension has been continuously improved.Some cities and prefectures have relatively high efficiency in medical resource allocation,but the overall provincial efficiency remains suboptimal.It is recommended to further scientifically plan the structure of medical resources,allocate medical resources,and enhance the overall balance and allocation efficiency.
杨钰涵;王蕾;左利琴;胡蕊;王士然
贵州医科大学公共卫生与健康学院,贵州 贵安新区 561113贵州医科大学公共卫生与健康学院,贵州 贵安新区 561113||贵州省卫生健康委员会,贵州 贵阳 550004贵州医科大学公共卫生与健康学院,贵州 贵安新区 561113贵州医科大学公共卫生与健康学院,贵州 贵安新区 561113贵州医科大学公共卫生与健康学院,贵州 贵安新区 561113
医药卫生
医疗资源公平性效率基尼系数数据包络分析
medical resourcesequityefficiencyGini coefficientdata envelopment analysis
《健康发展与政策研究》 2026 (3)
439-444,6
贵州省卫生健康委科学技术基金项目(gzwkj2025-179)
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