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Reshaping healthcare supply chain using chain-of-things technology and key lessons experienced from COVID-19 pandemic

Author

Listed:
  • Sathiya, V.
  • Nagalakshmi, K.
  • Jeevamalar, J.
  • Anand Babu, R.
  • Karthi, R.
  • Acevedo-Duque, Ángel
  • Lavanya, R.
  • Ramabalan, S.

Abstract

The COVID-19 (Corona virus disease 2019) pandemic continues to slash through the entire humanity on the earth causing an international health crisis and financial uncertainty. The pandemic has formed a colossal disruption in supply chain networks. It has caused piling higher mortality in patients with comorbidities and generated a surging demand for critical care equipment, vaccines, pharmaceuticals, and cutting-edge technologies. Personal protective equipment, masks, ventilators, testing kits, and even commodities required for daily care have been scarce as lockdown and social distancing guidelines have kicked in. Amidst COVID-19, implementing and executing key processes of the healthcare supply chain (HSC) in a secured, trusted, effective, universally manageable, and the traceable way is perplexing owing to the fragile nature of the HSC, which is susceptible to redundant efforts and systemic risks that can lead to adverse impacts on consumer health and safety. Though the crisis shone a harsh light on the cracks and weaknesses of the HSC, it brings some significant insights into how HSC can be made more resilient and how healthcare industries figure out solutions to mitigate disruptions. While there are innumerable experiences learned from the disruption of this crisis, in this paper, five important areas to analyze the most vital and immediate HSC enhancements including building a resilient supply chain, thinking localization, implementing reliable reverse logistics, breaking down extant silos to achieve end-to-end visibility, and redesigning HSC using digitalization are emphasized. This work identifies important features related to CoT and HSC. Also, this study links these lessons to a potential solution through Chain of Things (CoT) technology. CoT technology provides a better way to monitor HSC products by integrating the Internet of Things (IoT) with blockchain networks. However, such an integrated solution should not only focus on the required features and aspects but also on the correlation among different features. The major objective of this study is to reveal the influence path of CoT on smart HSC development. Hence, this study exploits (i) fuzzy set theory to eliminate redundant and unrelated features; (ii) the Decision-Making and Experimental Evaluation Laboratory (DEMATEL) method to handle the intricate correlation among different features. This fuzzy-DEMATEL (F-DEMATEL) model attempts to direct CoT technology towards smart HSC by identifying the most influencing factors and investors are recommended to contribute to the development of application systems. This work also demonstrates how CoT can act a vital role in handling the HSC issues triggered by the pandemic now and in the post-COVID-19 world. Also, this work proposes different CoT design patterns for increasing opportunities in the HSC network and applied them as imperative solutions for major challenges related to traditional HSC networks.

Suggested Citation

  • Sathiya, V. & Nagalakshmi, K. & Jeevamalar, J. & Anand Babu, R. & Karthi, R. & Acevedo-Duque, Ángel & Lavanya, R. & Ramabalan, S., 2023. "Reshaping healthcare supply chain using chain-of-things technology and key lessons experienced from COVID-19 pandemic," Socio-Economic Planning Sciences, Elsevier, vol. 85(C).
  • Handle: RePEc:eee:soceps:v:85:y:2023:i:c:s0038012123000034
    DOI: 10.1016/j.seps.2023.101510
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    References listed on IDEAS

    as
    1. Abderahman Rejeb & John G. Keogh & Horst Treiblmaier, 2019. "Leveraging the Internet of Things and Blockchain Technology in Supply Chain Management," Future Internet, MDPI, vol. 11(7), pages 1-22, July.
    2. Maureen S. Golan & Laura H. Jernegan & Igor Linkov, 2020. "Trends and applications of resilience analytics in supply chain modeling: systematic literature review in the context of the COVID-19 pandemic," Environment Systems and Decisions, Springer, vol. 40(2), pages 222-243, June.
    3. Makoto Yano & Chris Dai & Kenichi Masuda & Yoshio Kishimoto (ed.), 2020. "Blockchain and Crypto Currency," Economics, Law, and Institutions in Asia Pacific, Springer, number 978-981-15-3376-1, June.
    4. Dutta, Pankaj & Choi, Tsan-Ming & Somani, Surabhi & Butala, Richa, 2020. "Blockchain technology in supply chain operations: Applications, challenges and research opportunities," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 142(C).
    5. YangQun Li, 2018. "An Integrated Platform for the Internet of Things Based on an Open Source Ecosystem," Future Internet, MDPI, vol. 10(11), pages 1-27, October.
    6. Steven Pu & Makoto Yano, 2020. "Market Quality Approach to IoT Data on Blockchain Big Data," Economics, Law, and Institutions in Asia Pacific, in: Makoto Yano & Chris Dai & Kenichi Masuda & Yoshio Kishimoto (ed.), Blockchain and Crypto Currency, chapter 0, pages 21-40, Springer.
    7. Dmitry Ivanov & Alexandre Dolgui, 2020. "Viability of intertwined supply networks: extending the supply chain resilience angles towards survivability. A position paper motivated by COVID-19 outbreak," International Journal of Production Research, Taylor & Francis Journals, vol. 58(10), pages 2904-2915, May.
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