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| 基于PCA-DEA和PCA-SFA的大型综合医院绩效评价 | |
| 引用本文： | 王建宏,陆志峰,高岩波,吴海霞.基于PCA-DEA和PCA-SFA的大型综合医院绩效评价[J].数学的实践与认识,2011,41(15). |
| 作者姓名： | 王建宏 陆志峰 高岩波 吴海霞 |
| 作者单位： | 1. 南京航空航天大学自动化学院,江苏南京210016;南通大学理学院,江苏南通226007 2. 南通大学理学院,江苏南通,226007 3. 同济大学医学院,上海,200092 |
| 基金项目： | 国家自然科学基金项目(61004027); 教育部人文社会科学研究青年基金项目(10YJCZH150); 江苏省高校自然科学基金项目(09KJD510002); 江苏省教育科学“十一五”规划青年基金项目(C-b/2009/01/039); 江苏省现代教育技术研究基金项目(2010-R-16945); 南通大学高等教育研究基金项目(09GJ033,2010GJ036);南通大学自然科学专项基金项目(09ZJ001) |
| 摘 要： | 分别采用组合PCA-DEA和组合PCA-SFA两种新方法对湖南省35家大型综合医院的综合效率进行测度,在此基础上对两种方法测度出的医院效率值及其排序进行了相关性分析和一致性检验,结果表明两种方法测度出的医院的综合效率在数值上有显著的差异,但是在效率排序上具有很好的一致性. |
| 关 键 词： | 主成分分析 数据包络分析 随机前沿分析 大型综合医院 综合绩效 |
Performance Evaluation of Large General Hospitals Based on Integrated PCA-DEA and Integrated PCA-SFA |
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| WANG Jian-hong,LU Zhi-feng,GAO Yan-bo,WU Hai-xia.Performance Evaluation of Large General Hospitals Based on Integrated PCA-DEA and Integrated PCA-SFA[J].Mathematics in Practice and Theory,2011,41(15). | |
| Authors: | WANG Jian-hong LU Zhi-feng GAO Yan-bo WU Hai-xia |
| Institution: | WANG Jian-hong~(1,2),LU Zhi-feng~2,GAO Yan-bo~2,WU Hai-xia~3 (1.College of Automation Engineering,Nanjing University of Aeronautics and Astronautics,Nanjing 210016,China) (2.School of Science,Nantong University,Nantong,Jiangsu 226007,China) (3.Medical College,Tongji University,Shanghai 200092,China) |
| Abstract: | We take 35 large general hospitals in Hunan Province as the researching samples. Two new methods called integrated PCA-DEA and integrated PCA-SFA are proposed to comprehensively evaluate the hospital efficiency.Then,we test the relativity and consistency of the efficiency and efficiency rankings of two methods.The result indicates that there is a remarkable difference between the DEA efficiency and SFA efficiency,but they have a good coincidence in efficiency rankings. |
| Keywords: | principal components analysis data envelopment analysis stochastic frontier analysis large general hospitals comprehensive efficiency |
| 本文献已被 CNKI 万方数据 等数据库收录！ | |