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Digital Technology for Digital Supply Chain – The Clusters Identification

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  • Katarzyna Grzybowska
  • Piotr Cyplik

Abstract

Purpose: On the basis of the conducted research global trends that relate to technological support (digital technologies, DT) for the Digital Supply Chain were identified. It resulted in the creation of a set of eight key non-one-directional technological support trends. The goal is of cognitive and conceptual character. Design/Methodology/Approach: The research implemented benefits from the text mining method and cluster analysis using genetic algorithms. Made it possible to identify conceptual clusters by singling out a group of similar objects which coexist intensively. Findings: The use of digital technologies in supply chains will be essential to ensure even and faster global recovery. Over the next three years, we are expected to experience various types of economic turbulence, supply chain disruptions, and unforeseen events. It is clear that neither resilience nor governance will be possible without reliable and advanced digital technologies. Practical Implications: In the near future, digitization will play an even greater role in the operation of supply chains. It will increase the information transparency of supply chains and increase the resilience of supply chains. Originality/Value: The article indicates the directions of research and works on digital technologies and digitization in the coming years in Digital Supply Chains.

Suggested Citation

  • Katarzyna Grzybowska & Piotr Cyplik, 2022. "Digital Technology for Digital Supply Chain – The Clusters Identification," European Research Studies Journal, European Research Studies Journal, vol. 0(3), pages 203-215.
    • Handle: RePEc:ers:journl:v:xxv:y:2022:i:3:p:203-215
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    References listed on IDEAS

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    1. Fernanda Strozzi & Claudia Colicchia & Alessandro Creazza & Carlo Noè, 2017. "Literature review on the ‘Smart Factory’ concept using bibliometric tools," International Journal of Production Research, Taylor & Francis Journals, vol. 55(22), pages 6572-6591, November.
    2. Katarzyna Grzybowska, 2021. "Identification and Classification of Global Theoretical Trends and Supply Chain Development Directions," Energies, MDPI, vol. 14(15), pages 1-19, July.
    3. Peter M. Ralston & Jennifer Blackhurst & David E. Cantor & Michael R. Crum, 2015. "A Structure–Conduct–Performance Perspective of How Strategic Supply Chain Integration Affects Firm Performance," Journal of Supply Chain Management, Institute for Supply Management, vol. 51(2), pages 47-64, April.
    4. Blandine Ageron & Omar Bentahar & Angappa Gunasekaran, 2020. "Digital Supply chain: challenges and future directions," Post-Print hal-03021364, HAL.
    5. Francesca Bartolacci & Andrea Caputo & Michela Soverchia, 2020. "Sustainability and financial performance of small and medium sized enterprises: A bibliometric and systematic literature review," Business Strategy and the Environment, Wiley Blackwell, vol. 29(3), pages 1297-1309, March.
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    More about this item

    Keywords

    Digital transformation; digitization; digital supply chain technologies; Digital technology assets; Cluster Analysis; text mining method.;
    All these keywords.

    JEL classification:

    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D

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