EFFICIENCY EVALUATION OF PORTS IN BOHAI RIM REGION BASED ON THREE-STAGE DEA

被引:2
|
作者
Zhu, Beibei [1 ]
Lin, Bo [1 ]
机构
[1] Guangzhou Coll Technol & Business, Business Sch, 5 Guangming Rd, Guangzhou 510850, Peoples R China
关键词
Three-stage DEA; Bohai Rim region; Port efficiency; Environmental factors; Random errors;
D O I
10.24507/ijicic.17.03.1067
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
As an important window of domestic and foreign trade, port is an important economic resource of a country or region. Based on the background of the new economic normal, exploring port efficiency plays an important role in building a new system of open economy in China. Therefore, this paper uses the three-stage DEA method to make an empirical study on the efficiency of ports in the Bohai Rim region. In the first stage, use the traditional data envelopment analysis (DEA) model to measure efficiency; in the second stage, use the results of the SFA regression model to adjust so that all research objects are in a homogeneous environment; in the third stage, apply the adjustment results of the second-stage investment indicators, and again apply the traditional DEA model to measuring the efficiency to obtain the relative efficiency value excluding the influence of environmental factors and random errors. The results show that the overall level of port efficiency in the Bohai Rim region is relatively high, in which Qingdao Port is always at the forefront of technology. Finally, according to the comparison of the efficiency value of the first stage and the third stage, this paper puts forward some suggestions to improve the port efficiency.
引用
收藏
页码:1067 / 1074
页数:8
相关论文
共 50 条
  • [31] Production Efficiency of Two-Oriented Agriculture Based on Three-Stage DEA Model
    ZHAI Huan-huan1*
    2.College of Economics Hunan Agriculture University
    AgriculturalScience&Technology, 2010, 11 (04) : 159 - 163
  • [32] Application of Three-Stage DEA Model Combined with BP Neural Network in Microfinancial Efficiency Evaluation
    Yang, Jiale
    Li, Xiang
    Mei, Jie
    Chen, Liang
    COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2022, 2022
  • [33] Investment efficiency evaluation of china ports based on DEA
    Li, Xinran
    Zheng, Lili
    ICIC Express Letters, 2010, 4 (04): : 1195 - 1201
  • [34] Relative Efficiency of Canadian Banks: A Three-Stage Network Bootstrap DEA
    Dia, Mohamed
    Golmohammadi, Amirmohsen
    Takouda, Pawoumodom M.
    JOURNAL OF RISK AND FINANCIAL MANAGEMENT, 2020, 13 (04)
  • [35] ICT Efficiency and Effectiveness in the Hotel Sector - A Three-Stage DEA Approach
    Scholochow, Christina
    Fuchs, Matthias
    Hoepken, Wolfram
    INFORMATION AND COMMUNICATION TECHNOLOGIES IN TOURISM 2010, 2010, : 13 - 24
  • [36] Evaluating operation efficiency of public transportation: A three-stage DEA method
    Li, Jing
    Xia, Ziyang
    Yang, Yang
    Cui, Yu
    Li, Xueyan
    Zhu, Xin
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2021, 41 (04) : 4725 - 4734
  • [37] Efficiency evaluation of urban employee's basic endowment insurance expenditure in China based on a three-stage DEA model
    Li, Liping
    Li, Dongmei
    PLOS ONE, 2023, 18 (03):
  • [38] Study on the efficiency of health resource allocation in the western region of China-based on three-stage DEA and Tobit regression analysis
    Zhao, Dongxue
    Huang, Hua
    Zhang, Yu
    Li, Shuanghang
    BMC HEALTH SERVICES RESEARCH, 2025, 25 (01)
  • [39] Evaluation of the moderate earthquake resilience of counties in China based on a three-stage DEA model
    Liu, Yang
    Wei, Jiuchang
    Xu, Jia
    Ouyang, Zhe
    NATURAL HAZARDS, 2018, 91 (02) : 587 - 609
  • [40] Evaluation of the moderate earthquake resilience of counties in China based on a three-stage DEA model
    Yang Liu
    Jiuchang Wei
    Jia Xu
    Zhe Ouyang
    Natural Hazards, 2018, 91 : 587 - 609