期刊文献+

基于DEA方法的建筑业效率评价实证研究 被引量:22

Empirical Research on Construction Efficiency Assessment Based on Data Envelopment Analysis
下载PDF
导出
摘要 为了对中国建筑业的生产效率进行客观评价,并分析建筑业近年来的发展趋势,文章利用数据包络分析方法计算中国建筑业1996~2008年间的总效率、技术效率和规模效率,结果表明中国建筑业的效率进步目前主要依赖于规模效率的提高,而技术效率提高较为有限,揭示了建筑业发展的关键在于新技术的应用与推广。文章在投入产出指标的选择上提出分组筛选法和主成分分析法两种方法,对过去的评价方法进行了改进,并将两种方法得到的不同结果进行对比分析,提高了评价精度。 In order to evaluate the production efficiency in Chinese construction industry as well as to analyze its development trend, this article calculated the overall production efficiency, technical efficiency, and scale efficiency from 1996 to 2008 using the approach of Data Envelopment Analysis (DEA). The results show that the efficiency progress mainly depends on the improvement of scale efficiency, while the improvement of technical efficiency is relatively limited. The application and promotion of new technology is the crucial factor for the construction industry development. Two feasible solutions in selecting the input-output indicators were proposed which are Grouping Screening Methods (GSM) and Principal Component Analysis (PCA). The previous evaluation methods were improved and the different results by using these two methods were compared to improve the evaluation accuracy.
出处 《工程管理学报》 2011年第3期252-255,共4页 Journal of Engineering Management
关键词 数据包络分析 建筑业 效率 主成分分析 DEA construction industry efficiency PCA
  • 相关文献

参考文献9

  • 1徐理,许倍慎,杜文俊,吴郁玲.基于PCA-DEA的武汉城市圈土地利用效率实证分析[J].河北农业科学,2010,14(4):109-112. 被引量:9
  • 2谢颖,王要武.我国建筑业改革开放的成长轨迹及对策研究[J].工程管理学报,2010,24(2):119-124. 被引量:14
  • 3刘竹蓉,孔荣.基于DEA的陕西省行业固定资产投资效率研究[J].技术经济,2009,28(12):54-57. 被引量:2
  • 4吴传威,黄章树,易全萍.基于DEA的工业行业绩效评价研究[A]第十一届中国管理科学学术年会论文集,2009.
  • 5Chen,Yao,A.I Ali.DEA Malmquist productivity measure:new insights with an application to computer Industry. European Journal of Operational Research . 2004
  • 6Chen Xiaogang,Skully Michael,Brown Kym.Banking efficiency in China: Application of DEA to pre-and post-deregulation eras:1993-2000. China Economic Review . 2005
  • 7Charnes A,Cooper WW,Rhodes E.Measuring the efficiency of decision making units. European Journal of Operational Research . 1978
  • 8Banker RD,Charnes A,Cooper WW.Some models for estimating technical and scale inefficiencies in data envelopment analysis. Management Science . 1984
  • 9Reynolds,D.Hospitality–Productivity Assessment using Data Envelopment Analysis. Cornell Hotel and Restaurant Administration Quarterly . 2003

二级参考文献21

共引文献22

同被引文献138

引证文献22

二级引证文献70

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部