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A decision support model for evaluating risks in the digital economy transformation of the manufacturing industry

数字化转型 数字经济 波动性(金融) 背景(考古学) 工业4.0 产业组织 商业模式 业务 制造业 比例(比率) 风险分析(工程) 经济 计算机科学 经济 营销 计量经济学 物理 万维网 嵌入式系统 古生物学 生物 量子力学
作者
Chao Shang,Jian Jiang,Lei Zhu,Parvaneh Saeidi
出处
期刊:Journal of Innovation & Knowledge [Elsevier]
卷期号:8 (3): 100393-100393 被引量:3
标识
DOI:10.1016/j.jik.2023.100393
摘要

In recent decades, digital technologies have seriously changed socioeconomic systems on a global scale. Unfortunately, consequential issues have remained mostly uninvestigated. The literature lacks research into the risks that may arise in the procedure of developing digital capabilities that have considerable impacts on firms’ innovative growth. In addition, inadequate research has been conducted on challenges that may arise when a business is being developed in the context of the digital economy. Moreover, the advent of new risks specific to the digital economy has not been addressed in the overall system of modern economic relations. As a result, the current study aims to investigate the major areas of relevance to transforming companies into the digital economy, considering the impacts of new risks encountered during such transitions. Along this line, this paper develops a decision support model for evaluating risks in the digital economy transformation of the manufacturing industry. This approach is applied to compute the weights and the study ranks the most important risks for digital economy transformation in the manufacturing industry. In addition, the proposed method model is implemented to find industries’ priorities of different risks for the digital economy transformation of the manufacturing industry. Finally, a case study is carried out to assess the most important risk for the digital transformation of the manufacturing industry. The results show that lack of top management involvement (f7), with a weight of 0.0563, an unstable market environment in terms of the uncertainty industry, and market volatility, with a weight of 0.0542, are the most considerable risks for the digital economy transformation (DET) of the manufacturing industry. Additionally, comparison and sensitivity analyses are made to illustrate the advantage of the presented approach.

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