吉林大学学报(工学版) ›› 2002, Vol. ›› Issue (4): 46-50.

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A Modified CKS-DEA Model with Qualitative Factors Included and Its Application

LI Chun-hao, CAI Li   

  1. College of Management, Jilin University, Changchun 130025, China
  • Received:2002-04-04

Abstract: When the CKS-DEA model is applied to practical efficiency evaluations,it often results in such a problem that too many DMUs are unreasonably evaluated as efficient units.To overcome the drawback of the CKS-DEA model,this paper presents a new structure for ranking decision-making units on each qualitative factor.Based on the ranking structure,the paper further presents a modified CKS-DEA model and applies it to a real evaluation problem.The application proves that the modified CKS-DEA model can well overcome the drawback of the original model.

Key words: data envelopment analysis, CKS-DEA model, qualitative factors, ranking structure, high-tech firm

CLC Number: 

  • N94
[1] Charnes A,Cooper W W,Rhodes E.Measuring the efficiency of decision-making units[J].European Journal of Operational Research,1978,2:429~444.
[2] Cook W D.Data envelopment analysis in the presence of both quantitative and qualitative factors[J].Journal of the Operational Research Society,1996,47:945~953.
[3] 夏海钧.中国高新区发展之路[M].北京:中信出版社,2001:37~81.
[4] 蔡莉,孙海忠.信息技术对企业组织效率的作用机理[J].吉林大学学报(工学版),2002,32(3):86~90
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