A new model for efficiency estimation and evaluation: DEA-RA-inverted DEA model

被引：0
|
作者：
Zhang, Bingjiang [1 ]
Su, Shilan [2 ,3 ]
Gong, Qizhou [1 ]
机构：
[1] School of Applied Science, Beijing Information Science and Technology University, Beijing,100096, China
[2] School of Mathematics and Computer Science, Shaanxi University of Technology, Shaanxi, Hanzhong,723001, China
[3] School of Journalism and Communication, Beijing Normal University, Beijing,100875, China
来源：
International Journal of Applied Decision Sciences | 2024年 / 17卷 / 06期
关键词：
Data envelopment analysis (DEA) is widely used in various fields and for various models. Inverted data envelopment analysis (inverted DEA) is an extended model of DEA. Regression analysis (RA) is a statistical process for estimating the relationships among variables based on the model of averaged image. There are no essential relations among DEA and RA and inverted DEA. We creatively combine DEA; RA and inverted DEA to propose a new model: DEA-RA-Inverted DEA model. The model realises the efficiency estimation and evaluation through a discussion of the residual variables and the residual ratio coefficients. In addition; we will demonstrate the effectiveness of the model by applying it to efficiency estimation and evaluation of 16 Chinese logistics enterprises. © 2024 Inderscience Enterprises Ltd;
D O I：
10.1504/IJADS.2024.141827
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：733 / 748
相关论文
共 50 条
  • [31] Evaluation of cultural creative industry efficiency in Dalian based on DEA model
    Fan, Xiaonan
    Sun, Mengmeng
    PROCEEDINGS OF THE SECOND INTERNATIONAL CONFERENCE ON ECONOMIC AND BUSINESS MANAGEMENT (FEBM 2017), 2017, 33 : 154 - 161
  • [32] A Bilevel DEA Model for Efficiency Evaluation and Target Setting with Stochastic Conditions
    Georgiou, Andreas C.
    Kaparis, Konstantinos
    Vretta, Eleni-Maria
    Bitsis, Kyriakos
    Paltayian, George
    MATHEMATICS, 2024, 12 (04)
  • [33] Evaluation on Efficiency of Chinese Human Capital Allocation Based on the DEA Model
    Guo Zhaohui
    PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON INNOVATION AND MANAGEMENT, VOLS I AND II, 2009, : 1846 - 1850
  • [34] Efficiency evaluation and optimization of rural ecotourism space based on DEA model
    Liang, Yezhang
    Shi, Chunsheng
    INTERNATIONAL JOURNAL OF LOW-CARBON TECHNOLOGIES, 2020, 15 (03) : 356 - 360
  • [35] A comparative study of the fuzzy linear model and the DEA in evaluation of efficiency of the DMUs
    Uemura, Y
    CONTROL AND CYBERNETICS, 1998, 27 (03): : 471 - 477
  • [36] The Efficiency Evaluation of Logistics Industry in Provincial Regions Based on DEA Model
    Wei, Hua
    Xu, Wei
    2013 IEEE INTERNATIONAL CONFERENCE ON SERVICE OPERATIONS AND LOGISTICS, AND INFORMATICS (SOLI), 2013, : 166 - 169
  • [37] A DDF based model for efficiency evaluation in two-stage DEA
    P. F. Wanke
    A. Hadi-Vencheh
    A. Forghani
    Optimization Letters, 2018, 12 : 1029 - 1044
  • [38] Evaluation on the Efficiency of LED Energy Enterprises in China by Employing the DEA Model
    Wang, Kan
    Zhang, Yunpeng
    Lei, Li
    Qiu, Shuai
    MATHEMATICS, 2021, 9 (19)
  • [39] A DDF based model for efficiency evaluation in two-stage DEA
    Wanke, P. F.
    Hadi-Vencheh, A.
    Forghani, A.
    OPTIMIZATION LETTERS, 2018, 12 (05) : 1029 - 1044
  • [40] A neutral DEA model for cross-efficiency evaluation and its extension
    Wang, Ying-Ming
    Chin, Kwai-Sang
    EXPERT SYSTEMS WITH APPLICATIONS, 2010, 37 (05) : 3666 - 3675
12345