The impact of digital technology and Industry 4.0 on the ripple effect and supply chain risk analytics
Dmitry Ivanov, Alexandre B. Dolgui, Boris Sokolov
Berlin School of Economics and Law Centre National de la Recherche Scientifique Laboratoire des Sciences du Numérique de Nantes IMT Atlantique
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摘要与影响
The impact of digitalisation and Industry 4.0 on the ripple effect and disruption risk control analytics in the supply chain (SC) is studied. The research framework combines the results from two isolated areas, i.e. the impact of digitalisation on SC management (SCM) and the impact of SCM on the ripple effect control. To the best of our knowledge, this is the first study that connects business, information, engineering and analytics perspectives on digitalisation and SC risks. This paper does not pretend to be encyclopedic, but rather analyses recent literature and case-studies seeking to bring the discussion further with the help of a conceptual framework for researching the relationships between digitalisation and SC disruptions risks. In addition, it emerges with an SC risk analytics framework. It analyses perspectives and future transformations that can be expected in transition towards cyber-physical SCs. With these two frameworks, this study contributes to the literature by answering the questions of (1) what relations exist between big data analytics, Industry 4.0, additive manufacturing, advanced trace & tracking systems and SC disruption risks; (2) how digitalisation can contribute to enhancing ripple effect control; and (3) what digital technology-based extensions can trigger the developments towards SC risk analytics.
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学术脉络
学科主题
经济 / 管理Supply Chain Resilience and Risk Management
Impact of AI and Big Data on Business and Society · Digital Transformation in Industry