Productivity improvement of manufacturing SMEs via technology innovation in Korea

被引:0
|
作者
Doo, Min Kyun [1 ]
Sohn, So Young [1 ]
机构
[1] Yonsei Univ, Dept Informat & Ind Engn, 134 Shinchon Dong, Seoul 120749, South Korea
关键词
technological innovation; decision tree; small and medium enterprise; data mining; INDUSTRY; BIOTECHNOLOGY; PERFORMANCE;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The competitive strength of small and medium enterprises (SMEs) based on technological innovation is one of the most important managerial strategies for holding a dominant position under the fierce global competition. in this study, a decision tree is used to grasp SMEs' innovation activities hierarchically for technological innovation, where the increase of annual productivity rate is used as a proxy target variable for innovation while SMEs' various innovative activities are used as explanatory variables in the form of information acquisition, technological cooperation, technology acquisition, government support, patenting, and compensation. Based on the results of our decision tree analysis, we suggest some insightful strategies for successful innovation of SMEs. It is expected that our study can provide a means for improvement of productivity based on technological innovation.
引用
收藏
页码:448 / +
页数:3
相关论文
共 50 条
  • [21] Digital economy, green technology innovation, and productivity improvement of energy enterprises
    Che, Shuai
    Wang, Jun
    ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2023, 30 (59) : 123164 - 123180
  • [22] Digital economy, green technology innovation, and productivity improvement of energy enterprises
    Shuai Che
    Jun Wang
    Environmental Science and Pollution Research, 2023, 30 : 123164 - 123180
  • [23] Research on Models of Technology Innovation Systemic Risk and Early Warning of Materials and Manufacturing in SMEs
    Gao, Mingshi
    Wu, Yong
    Zhao, Chen
    ENGINEERING SOLUTIONS FOR MANUFACTURING PROCESSES, PTS 1-3, 2013, 655-657 : 2344 - +
  • [24] Innovation capabilities and export performance in manufacturing SMEs
    Alegre, Joaquin
    Luis Ferreras-Mendez, Jose
    Fernandez-Mesa, Anabel
    Strange, Roger
    TEC EMPRESARIAL, 2022, 16 (03): : 55 - 71
  • [25] Simmelian ties for SMEs' green-innovation improvement in manufacturing industries: mediating and moderating effects
    Cheng, Xinsheng
    Xu, Yingjie
    Li, Fengshu
    EUROPEAN JOURNAL OF INNOVATION MANAGEMENT, 2024, 27 (08) : 2522 - 2544
  • [26] External resourcing for digital innovation in manufacturing SMEs
    Menten, Steffi
    Smits, Armand
    Kok, Robert A. W.
    Lauche, Kristina
    van Gils, Maarten
    TECHNOVATION, 2025, 140
  • [27] Diffusion of innovation among Malaysian manufacturing SMEs
    Al Mamun, Abdullah
    EUROPEAN JOURNAL OF INNOVATION MANAGEMENT, 2018, 21 (01) : 113 - 141
  • [28] Research on Collaborative Innovation Model of manufacturing SMEs
    Li, Xiaoxiao
    Sun, Fuchun
    PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON ECONOMY, MANAGEMENT AND EDUCATION TECHNOLOGY, 2016, 62 : 1865 - 1868
  • [29] Barriers to Innovation among Spanish Manufacturing SMEs
    Madrid-Guijarro, Antonia
    Garcia, Domingo
    Van Auken, Howard
    JOURNAL OF SMALL BUSINESS MANAGEMENT, 2009, 47 (04) : 465 - 488
  • [30] ACHIEVING MANUFACTURING FLEXIBILITY: THE ROLE OF PEOPLE, TECHNOLOGY, INNOVATION AND CONTINUOUS IMPROVEMENT
    Judi, Hairulliza
    Beach, Roger
    INTERNATIONAL JOURNAL OF INNOVATION AND TECHNOLOGY MANAGEMENT, 2010, 7 (02) : 161 - 181