A Study on the Determinants of Organizational Level for the Advancement of Smart Factory

Chiho Ok
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Abstract

Purpose - The purpose of this study is to explore the determinants of the organizational level for the advancement of smart factory. We suggested three determinants of the organizational level such as CEO’s entrepreneurship, high-involvement human resource management, and cooperative industrial relations. Design/methodology/approach - The population of our survey was manufacturing SMEs, and we took a sample and conducted a survey of 232 companies. Since the level of smart factory advancement, which is a dependent variable, was measured on an ordinal scale, ordinal logistic regression analysis was used to test the hypothesis. Findings - The higher the level of high-involvement human resource management, the higher the level of smart factory advancement. As the level of high-involvement human resource management increases by one unit, the probability of smart factory advancement increases by 22.8%. On the other hand, the CEO's entrepreneurship did not significantly affect the level of smart factory advancement. Interestingly, the cooperative industrial relations negatively affected to the level of smart factory advancement, contrary to the hypothesis prediction. Research implications or Originality - This study explored determinants at the organizational level that affect the advancement of smart factories. Through this, various implications are presented for related research and policy fields.
智能工厂发展的组织水平决定因素研究
目的-本研究的目的是探讨智能工厂发展的组织水平的决定因素。我们提出了三个组织层面的决定因素,即CEO的企业家精神、高参与度的人力资源管理和合作的劳资关系。设计/方法/方法-我们的调查对象是制造业中小企业,我们抽取样本并对232家公司进行了调查。由于智能工厂的进步水平是一个因变量,是在有序尺度上测量的,因此使用有序逻辑回归分析来检验假设。研究结果-高参与度人力资源管理水平越高,智能工厂的发展水平越高。人力资源管理的高参与度每增加一个单位,智能工厂进步的概率就增加22.8%。另一方面,CEO的创业精神对智能工厂的发展水平没有显著影响。有趣的是,与假设预测相反,合作劳资关系对智能工厂的进步水平产生了负向影响。研究意义或独创性-本研究探讨了影响智能工厂发展的组织层面的决定因素。通过这一点,对相关研究和政策领域提出了各种启示。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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