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
  • [21] A DEA model to evaluate car efficiency
    Papahristodoulou, C
    APPLIED ECONOMICS, 1997, 29 (11) : 1493 - 1508
  • [22] Efficiency Evaluation of Urbanization in Western China Based on DEA Model
    Yang, Bing
    Li, Chenggang
    Li, Min
    PROCEEDINGS OF THE 2017 INTERNATIONAL CONFERENCE ON EDUCATION SCIENCE AND ECONOMIC MANAGEMENT (ICESEM 2017), 2017, 106 : 121 - 124
  • [23] An improvement for a business efficiency analysis method using dea and inverted dea
    Ukita, Masahiro
    Yanagawa, Yoshinari
    Miyazaki, Shigeji
    Journal of Japan Industrial Management Association, 2009, 60 (03) : 119 - 127
  • [24] A New DEA Model for Evaluation of Supply Chains: A Case of Selection and Evaluation of Environmental Efficiency of Suppliers
    Krmac, Evelin
    Djordjevic, Boban
    SYMMETRY-BASEL, 2019, 11 (04):
  • [25] A new model for efficiency evaluation of a bus fleet by window analysis in DEA and data mining
    Alizadeh, Somayeh
    Safi, Mahsa
    TRANSPORTATION PLANNING AND TECHNOLOGY, 2020, 43 (01) : 62 - 77
  • [26] Resolving the deposit dilemma: A new DEA bank efficiency model
    Holod, Dmytro
    Lewis, Herbert F.
    JOURNAL OF BANKING & FINANCE, 2011, 35 (11) : 2801 - 2810
  • [27] A new robust DEA model and super-efficiency measure
    Arabmaldar, Aliasghar
    Jablonsky, Josef
    Saljooghi, Faranak Hosseinzadeh
    OPTIMIZATION, 2017, 66 (05) : 723 - 736
  • [28] EFFICIENCY DECOMPOSITION IN TWO-STAGE DEA MODEL FOR COOPERATIVE EFFICIENCY EVALUATION
    Zha, Yong
    Liang, Liang
    Zhou, Chuiri
    Ren, Lihong
    Xu, Chuanyong
    PROCEEDINGS OF THE 38TH INTERNATIONAL CONFERENCE ON COMPUTERS AND INDUSTRIAL ENGINEERING, VOLS 1-3, 2008, : 198 - 206
  • [29] Supply chains' efficiency evaluation based on network DEA CCR model and BCC model
    College of Science, China Agriculture University, Beijing, China
    不详
    J. Inf. Comput. Sci., 7 (2857-2869):
  • [30] Efficiency Evaluation of City Circular Economy Based on the DEA Cluster Model
    Wang, Yawei
    Chen, Zhen
    Han, Ke
    PROCEEDINGS OF THE 1ST INTERNATIONAL CONFERENCE ON SUSTAINABLE CONSTRUCTION & RISK MANAGEMENT, VOLS I AND II, 2010, : 974 - 978
12345