Evaluation of the operating performance of Taiwanese machine tool industry with the dynamic network DEA model

被引:18
|
作者
Lu, Ching-Cheng [1 ]
Dan, Wu [2 ]
Chen, Xiang [2 ]
Tseng, Chih-Kuo [3 ]
Chou, Kuo-Wei [3 ]
机构
[1] Soochow Univ, Dept Econ, Taipei, Taiwan
[2] Zhejiang Univ Finance & Econ, China Acad Financial Res, Hangzhou, Zhejiang, Peoples R China
[3] Fo Guang Univ, Dept Appl Econ, Yilan, Taiwan
关键词
Performance; machine tool industry; dynamic network DEA model; Malmquist Index; BCG matrix; DATA ENVELOPMENT ANALYSIS; COUNTRIES APPLICATION; EFFICIENCY; CHAIN;
D O I
10.1080/17517575.2019.1709662
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This study aims to evaluate the performance of the machine tool industry in Taiwan between 2010 and 2014 by using a dynamic network data envelopment analysis (DN-DEA) model. Taiwanese machine tool industry had an improvement in productivity from 2010 to 2014. Under the two-stage DEA model, we find that productivity in the production and market stage represent a rapid growth, and the productivity growth of the market stage is greater than that of the production stage. The overall productivity growth is mainly attributable to the market stage productivity growth and partially to the production stage productivity growth.
引用
收藏
页码:87 / 104
页数:18
相关论文
共 50 条
  • [1] Evaluation of cloud service industry with dynamic and network DEA models
    Kao, Han-Ying
    Wu, Dong-Jyun
    Huang, Chia-Hui
    APPLIED MATHEMATICS AND COMPUTATION, 2017, 315 : 188 - 202
  • [2] Network DEA model for supply chain performance evaluation
    Chen, Ci
    Yan, Hong
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2011, 213 (01) : 147 - 155
  • [3] Applying DEA, MPI, and grey model to explore the operation performance of the Taiwanese wafer fabrication industry
    Chen, Yu-Shan
    Chen, Bi-Yu
    TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 2011, 78 (03) : 536 - 546
  • [4] Study on Dynamic Machining Performance of Machine Tool Based on BP Network
    Huang, Haifeng
    Gao, Hongli
    Xu, Mingheng
    Zhang, Xiaochen
    Chen, Yingsong
    CEIS 2011, 2011, 15
  • [5] Measuring the innovation efficiency of the Chinese pharmaceutical industry based on a dynamic network DEA model
    Liu, Zhongmin
    Lyu, Jia
    APPLIED ECONOMICS LETTERS, 2020, 27 (01) : 35 - 40
  • [6] Integrated model for supplier evaluation: taking the machine tool industry as an example
    Yu, K-T
    Shen, C-Y
    Huang, D-K
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART B-JOURNAL OF ENGINEERING MANUFACTURE, 2009, 223 (11) : 1475 - 1482
  • [7] Performance Evaluation Based on DEA/PCA Model of Logistics Industry in Shandong Province
    Liu, Lu
    PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON EDUCATION, MANAGEMENT, INFORMATION AND MEDICINE (EMIM 2015), 2015, 8 : 816 - 821
  • [8] An empirical study of buyer-supplier relationships in the Taiwanese machine tool industry
    Yeh, C. C.
    Chen, C. F.
    SOUTH AFRICAN JOURNAL OF BUSINESS MANAGEMENT, 2012, 43 (01) : 69 - 75
  • [9] Dynamic network DEA approach with diversification to multi-period performance evaluation of funds
    Lin, Ruiyue
    Chen, Zhiping
    Hu, Qianhui
    Li, Zongxin
    OR SPECTRUM, 2017, 39 (03) : 821 - 860
  • [10] Dynamic network DEA approach with diversification to multi-period performance evaluation of funds
    Ruiyue Lin
    Zhiping Chen
    Qianhui Hu
    Zongxin Li
    OR Spectrum, 2017, 39 : 821 - 860