Measuring Efficiency of Regional Innovation System with DEA and PCA

被引：0
|
作者：
Didenko, Alexander [1 ]
Loseva, Olga [1 ]
Abdikeev, Niyaz [1 ]
机构：
[1] Financial Univ Govt Russian Federat, Moscow, Russia
来源：
2017 11TH IEEE INTERNATIONAL CONFERENCE ON APPLICATION OF INFORMATION AND COMMUNICATION TECHNOLOGIES (AICT 2017) | 2017年
关键词：
Data envelopment analysis; relative efficiency; principal component analysis;
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
The comprehensive assessment of relative efficiency of science and innovation systems across geographic regions, based on data envelopment analysis. The model is applied to the analysis of the relative efficiency of science and innovation in the Russian federal districts. To improve the results and drastically reduce the dimensionality of the model, the principal component method is used.
引用
收藏
页数：4
相关论文
共 50 条
  • [1] MEASURING REGIONAL INNOVATION EFFICIENCY IN CHINA USING A DYNAMIC NETWORK DEA MODEL
    Wang, Qian
    Zhang, Qinqin
    ECONOMICS AND FINANCE LETTERS, 2022, 9 (02): : 244 - 256
  • [2] Research on the Evaluation of Innovation Efficiency for China's Regional Innovation System by Utilizing DEA
    Li Tong
    Chen Liping
    2009 INTERNATIONAL CONFERENCE ON INFORMATION MANAGEMENT, INNOVATION MANAGEMENT AND INDUSTRIAL ENGINEERING, VOL 1, PROCEEDINGS, 2009, : 192 - 195
  • [3] An assessment of regional innovation system efficiency in Russia: the application of the DEA approach
    Zemtsov, Stepan
    Kotsemir, Maxim
    SCIENTOMETRICS, 2019, 120 (02) : 375 - 404
  • [4] An assessment of regional innovation system efficiency in Russia: the application of the DEA approach
    Stepan Zemtsov
    Maxim Kotsemir
    Scientometrics, 2019, 120 : 375 - 404
  • [5] Measuring the Efficiency of China's Regional Innovation Systems: Application of Network Data Envelopment Analysis (DEA)
    Chen, Kaihua
    Guan, Jiancheng
    REGIONAL STUDIES, 2012, 46 (03) : 355 - 377
  • [6] EFFICIENCY EVALUATION OF REGIONAL TECHNOLOGY INNOVATION BY USING DEA ANALYSIS
    Xiao, Xiaoying
    Yang, Lianwu
    FIFTH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTER THEORY AND ENGINEERING (ICACTE 2012), 2012, : 413 - 420
  • [7] Efficiency Analysis of Regional Innovation Development Based on DEA Malmquist Index
    Firsova, Anna
    Chernyshova, Galina
    INFORMATION, 2020, 11 (06)
  • [8] Analysis of Regional Innovation Efficiency and Spatial Discrepancy in China Based on DEA
    Shi Xiusong
    Wang Hong
    COMPREHENSIVE EVALUATION OF ECONOMY AND SOCIETY WITH STATISTICAL SCIENCE, 2009, : 72 - 76
  • [9] Study on the regional innovation efficiency of pharmaceutical manufacturing industry: a DEA approach
    Zeng, Hui
    Tang, Wenli
    Tang, Guanghai
    BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2019, 125 : 11 - 12
  • [10] The Performance Evaluation for the Efficiency of Coastal Regional Innovation Network Based on DEA
    Song Cheng
    Hu Longying
    Yuan Haiyan
    INTELLIGENT SYSTEMS IN CYBERNETICS AND AUTOMATION CONTROL THEORY, 2019, 860 : 125 - 134
12345