Assessing the Static and Dynamic Efficiency of Digital Economy in China: Three Stage DEA-Malmquist Index Based Approach

被引:3
作者
Zhang, Guangdi [1 ]
Ye, Yaojun [1 ]
Sun, Mengya [1 ]
机构
[1] Zhejiang Univ Sci & Technol, Sch Sci, Hangzhou 310023, Peoples R China
关键词
digital economy; efficiency; three stage DEA; Malmquist index; SFA regression model;
D O I
10.3390/su15065270
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The digital economy, a new economic form, has become an essential economic development engine in various countries. Recently, less research has been conducted on the efficiency of the digital economy, with the majority of studies instead concentrating on the industrial size of the digital economy. Therefore, to quantify and analyze the efficiency of China's digital economy from 2013 to 2020 from both a static and dynamic perspective, this research utilized a three-stage DEA model and the Malmquist index. The findings demonstrated that after excluding external environmental factors, the scale efficiency value, integrated technical efficiency value, and pure technical efficiency value all significantly increased. This confirmed that external environmental factors uniquely influence the efficiency of the digital economy. The efficiency of the digital economy varies by location, with the eastern region tending to perform the best, and the central region tending to perform the worst. The efficiency decomposition results demonstrated that the positive growth trend of the efficiency of the digital economy is primarily due to technological advancement. Overall, there is a lot of room for growth in China's digital economy. Each province and city should combine their own capabilities to accelerate digital construction.
引用
收藏
页数:17
相关论文
共 44 条
  • [21] Research on the Efficiency of Information Industry in China Based on Three- stage DEA Model
    Zhang Jiansheng
    2011 INTERNATIONAL CONFERENCE ON AEROSPACE ENGINEERING AND INFORMATION TECHNOLOGY (AEIT 2011), 2011, : 216 - 220
  • [22] An Empirical Study on R&D Efficiency of High-tech Industry in Hubei Province of China Based on DEA-Malmquist
    Wei Xiaofeng
    Wan Mingguo
    PROCEEDINGS OF THE 14TH INTERNATIONAL CONFERENCE ON INNOVATION AND MANAGEMENT, VOLS I & II, 2017, : 1356 - 1360
  • [23] A Study on Financing Efficiency Measurement of Information Technology Enterprises Listed in NEEQ Board Based on Three-Stage DEA Model and Malmquist Index
    Gui, Jiawei
    PROCEEDINGS OF THE FIFTH INTERNATIONAL FORUM ON DECISION SCIENCES, 2018, : 215 - 223
  • [24] The Efficiency and Regional Differences of Agricultural Insurance In China-Based on Three-stage DEA
    Ma Li
    Ma Shaodong
    PROCEEDINGS OF 2019 CHINA INTERNATIONAL CONFERENCE ON INSURANCE AND RISK MANAGEMENT (CICIRM), 2019, : 420 - 432
  • [25] Evaluating the impact of uncertainty and risk on the operational efficiency of credit business of commercial banks in China based on dynamic network DEA and Malmquist Index Model
    Huang, Chaoqun
    Shen, Wenxuan
    Jin, Huizhen
    Li, Wei
    HELIYON, 2024, 10 (01)
  • [26] Technical Efficiency of Regional Public Hospitals in China Based on the Three-Stage DEA
    Chen, Zhensheng
    Chen, Xueli
    Gan, Xiaoqing
    Bai, Kaixuan
    Balezentis, Tomas
    Cui, Lixin
    INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2020, 17 (24) : 1 - 17
  • [27] An Analysis of Agricultural Production Efficiency of Yangtze River Economic Belt Based on a Three-Stage DEA Malmquist Model
    Pan, Zhiwei
    Tang, Decai
    Kong, Haojia
    He, Junxia
    INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2022, 19 (02)
  • [28] The Efficiency of China's Agricultural Circular Economy and Its Influencing Factors under the Rural Revitalization Strategy: A DEA-Malmquist-Tobit Approach
    Guo, Chenghan
    Zhang, Rong
    Zou, Yuntao
    AGRICULTURE-BASEL, 2023, 13 (07):
  • [29] Analysis on investment efficiency of infrastructure of China under the background of new-type urbanization -Based on Super-efficiency DEA model and Malmquist index
    Tan, Zhanglu
    Ren, Chao
    Hu, LingFeng
    2014 11TH INTERNATIONAL CONFERENCE ON SERVICE SYSTEMS AND SERVICE MANAGEMENT (ICSSSM), 2014,
  • [30] Efficiency Evaluation of Green Innovation in Chinese Eight Comprehensive Economic Areas Based on Three-stage Malmquist Index
    Xu, Xueguo
    Zhou, Yanfei
    POLISH JOURNAL OF ENVIRONMENTAL STUDIES, 2021, 30 (03): : 2863 - 2875