Identification of Key Factors of Digital Transformation of Manufacturing companies Using Hybrid DEMATEL Method

Mingchang Chu, Bing Li, Xintao Yu
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Abstract

This study constructs the influencing factors system of digital transformation of manufacturing companies and determines the influencing factors of digital transformation of manufacturing companies from the technical level, the ability level, the environmental level in order to promote the process of digital transformation of manufacturing companies, consider the impact of technology, capacity and environment on digital transformation of manufacturing. To identify the most important factors and crucial factors, developed a model for identifying critical factors based on the hybrid DEMATEL (Decision-Making Trial and Evaluation Laboratory) methodology. Combined with the related data, this study carries out empirical analysis to demonstrate and verify the influencing factors system of digital transformation of manufacturing companies with the help of hybrid DEMATEL method. The empirical analysis results indicate that the investment share of digital technology, the benefit level of company of manufacturing industry and government support are the crucial factors, and the construction level of digital platform, the technical level of employees, level of construction of digitized equipment and industrial supporting capacity are the non crucial factors. The feasibility and validity of hybrid DEMATEL method are verified.
使用混合 DEMATEL 法识别制造企业数字化转型的关键因素
本研究构建了制造企业数字化转型的影响因素体系,从技术层面、能力层面、环境层面确定制造企业数字化转型的影响因素,以推动制造企业数字化转型的进程,考虑技术、能力和环境对制造业数字化转型的影响。为了识别最重要的因素和关键因素,基于混合 DEMATEL(决策试验与评估实验室)方法,开发了识别关键因素的模型。结合相关数据,本研究进行了实证分析,借助混合 DEMATEL 方法对制造企业数字化转型的影响因素体系进行了论证和验证。实证分析结果表明,数字化技术投资比重、制造业企业效益水平和政府支持是关键因素,数字化平台建设水平、员工技术水平、数字化装备建设水平和产业配套能力是非关键因素。验证了混合 DEMATEL 法的可行性和有效性。
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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