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Data-driven review of blockchain applications in supply chain management: key research themes and future directions

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  • Truong Van Nguyen
  • Hiep Cong Pham
  • Minh Nhat Nguyen
  • Li Zhou
  • Mohammadreza Akbari

Abstract

Blockchain (BC) applications in supply chain management (SCM) have recently received extensive attention. It is important to synthesise the extant literature on the field to identify key research themes and navigate potential future directions. This study thus develops an efficient, scalable data-driven review approach that uses text mining and Latent Dirichlet Allocation (LDA)-based topic modelling for automatic content analysis of full-text documents. Our method overcomes the drawbacks of traditional systematic literature reviews using either manual coding or bibliographic analysis for article classifications, which are highly time-consuming and biased when dealing with large amounts of text. 108 papers published between 2017 and 2022 were analysed which identified 10 key research themes, including revenue management, sustainability, traceability, manufacturing system, scheduling in cloud manufacturing, healthcare SCM, anti-counterfeit system, logistics and transportation, system architecture development, and food & agriculture SC. Five future directions are then suggested, including (1) integration of BC and other emerging technologies for global and scalable SCM, (2) crypto-X applications in SCM, (3) BC-enabled closed-loop SCM, (4) the environmental and social impacts of BC-based SCM and (5) decentralised autonomous organisations in SCM.

Suggested Citation

  • Truong Van Nguyen & Hiep Cong Pham & Minh Nhat Nguyen & Li Zhou & Mohammadreza Akbari, 2023. "Data-driven review of blockchain applications in supply chain management: key research themes and future directions," International Journal of Production Research, Taylor & Francis Journals, vol. 61(23), pages 8213-8235, December.
    • Handle: RePEc:taf:tprsxx:v:61:y:2023:i:23:p:8213-8235
    DOI: 10.1080/00207543.2023.2165190
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    Cited by:

    1. Davies, Jennifer & Sharifi, Hossein & Lyons, Andrew & Forster, Rick & Elsayed, Omar Khaled Shokry Mohamed, 2024. "Non-fungible tokens: The missing ingredient for sustainable supply chains in the metaverse age?," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 182(C).
    2. Chan, Hau-Ling & Choi, Tsan-Ming & Mendez De la Torre, Daniela, 2023. "The “SMARTER” framework and real application cases of blockchain," Technological Forecasting and Social Change, Elsevier, vol. 196(C).

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