• DocumentCode
    2544785
  • Title

    Two-step method based on DEA efficiency decomposition model and HCA model for industrial enterprises efficiency analysis

  • Author

    Xiaoguang, Lu ; Na, Li

  • Author_Institution
    Bus. Sch., Hohai Univ., Nanjing, China
  • fYear
    2009
  • fDate
    21-23 Oct. 2009
  • Firstpage
    955
  • Lastpage
    958
  • Abstract
    According to the fundamental principle of the DEA efficiency decomposition model and the HCA (hierarchical cluster analysis) model, considered these two models complement each other very well to overcome the obvious limitation when being used separately, and proposed a two-step method based on both the models for using in industrial enterprise efficiency analysis. Then, empirical studies are conducted with relevant data of Chinese listed nonferrous metal companies, using two-step method to divide the companies into several industrial enterprises groups with significantly different efficiency. We conclude that the two-step method based on integrated use of DEA efficiency decomposition model and the HCA model is an effective method for industrial enterprise efficiency study.
  • Keywords
    data envelopment analysis; industrial economics; metallurgical industries; pattern clustering; statistical analysis; DEA efficiency decomposition model; HCA model; data envelopment analysis; hierarchical cluster analysis; industrial enterprises efficiency analysis; nonferrous metal companies; Contracts; Cultural differences; Data envelopment analysis; Employment; Government; Investments; Management training; Remuneration; Security; Technology management; DEA efficiency decomposition model; Efficiency Loss; HCA (Hierarchical Cluster Analysis); Input Congestion Effect;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Engineering and Engineering Management, 2009. IE&EM '09. 16th International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4244-3671-2
  • Electronic_ISBN
    978-1-4244-3672-9
  • Type

    conf

  • DOI
    10.1109/ICIEEM.2009.5344212
  • Filename
    5344212