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
  • [41] PRODUCTIVE CHAIN: PRODUCTIVITY AND INNOVATION IN SMES, OF THE CITY OF GUAYAQUIL
    Mackay Castro, Ruben
    Pino Moran, Fanny Nefertiti
    Silva Idrovo, Raul Ruperto
    REVISTA UNIVERSIDAD Y SOCIEDAD, 2019, 11 (02): : 148 - 152
  • [42] Inducing Brazilian manufacturing SMEs productivity with Lean tools
    Dresch, Aline
    Veit, Douglas Rafael
    de Lima, Pedro Nascimento
    Lacerda, Daniel Pacheco
    Collatto, Dalila Cisco
    INTERNATIONAL JOURNAL OF PRODUCTIVITY AND PERFORMANCE MANAGEMENT, 2019, 68 (01) : 69 - 87
  • [43] Innovation and productivity in Turkish manufacturing firms
    Tuncel, Cem Okan
    Oktay, Deniz
    APPLIED ECONOMICS LETTERS, 2022, 29 (17) : 1610 - 1614
  • [44] HRM capabilities as a determinant and enabler of productivity for manufacturing SMEs
    Fabi, Bruno
    Lacoursiere, Richard
    Raymond, Louis
    St-Pierre, Josee
    HUMAN SYSTEMS MANAGEMENT, 2010, 29 (03) : 115 - 125
  • [45] Adoption, Adaptive Innovation, and Creative Innovation Among SMEs in Malaysian Manufacturing
    Hosseini, Seyed Mehrshad Parvin
    Narayanan, Suresh
    ASIAN ECONOMIC PAPERS, 2014, 13 (02) : 32 - 58
  • [46] The productivity payoff of information technology in multimarket SMEs
    Sandulli, Francesco D.
    Fernandez-Menendez, Jose
    Rodriguez-Duarte, Antonio
    Ignacio Lopez-Sanchez, Jose
    SMALL BUSINESS ECONOMICS, 2012, 39 (01) : 99 - 117
  • [47] The productivity payoff of information technology in multimarket SMEs
    Francesco D. Sandulli
    José Fernández-Menéndez
    Antonio Rodríguez-Duarte
    José Ignacio López-Sánchez
    Small Business Economics, 2012, 39 : 99 - 117
  • [48] Innovation, Technology Transfer and Labor Productivity Linkages: Evidence from a Panel of Manufacturing Industries
    Nicholas Apergis
    Claire Economidou
    Ioannis Filippidis
    Review of World Economics, 2008, 144 : 491 - 508
  • [49] Innovation, Technology Transfer and Labor Productivity Linkages: Evidence from a Panel of Manufacturing Industries
    Apergis, Nicholas
    Economidou, Claire
    Filippidis, Ioannis
    REVIEW OF WORLD ECONOMICS, 2008, 144 (03) : 491 - 508
  • [50] Managing advanced manufacturing technology (AMT) implementation in manufacturing SMEs
    Fulton, Matthew
    Hon, Bernard
    INTERNATIONAL JOURNAL OF PRODUCTIVITY AND PERFORMANCE MANAGEMENT, 2010, 59 (04) : 351 - 371