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Multi-Component Resilience Assessment Framework for a Supply Chain System

Author

Listed:
  • Jie Zhao

    (Verisk Extreme Event Solutions, Boston, MA 02111, USA)

  • Ji Yun Lee

    (Department of Civil & Environmental Engineering, Washington State University, Pullman, WA 99164, USA)

  • Dane Camenzind

    (Department of Civil & Environmental Engineering, Washington State University, Pullman, WA 99164, USA)

  • Michael Wolcott

    (Department of Civil & Environmental Engineering, Washington State University, Pullman, WA 99164, USA)

  • Kristin Lewis

    (U.S. DOT Volpe Center, Cambridge, MA 02142, USA)

  • Olivia Gillham

    (U.S. DOT Volpe Center, Cambridge, MA 02142, USA)

Abstract
The goal of this paper is to develop a quantitative resilience assessment framework for a supply chain system exposed to multiple risk factors. Most existing studies on supply chain resilience have primarily focused on assessing the system’s ability to withstand and recover from disruptions caused by a single type of hazard. However, a supply chain system is exposed to multiple exogenous and endogenous events and conditions over a planning horizon, and a comprehensive assessment of resilience should take into account multiple risk factors. Moreover, contrary to the conventional resilience assessment methods focusing on the short duration during which the system is impacted by a disaster event, the proposed framework measures the resilience capacities of the system over a long-term horizon through multi-risk assessment and multi-component resilience assessment. Specifically, a new multi-component resilience index is proposed to measure (a) hazard-induced cumulative loss of functionality, (b) opportunity-induced cumulative gain of functionality, and (c) non-hazard-induced cumulative loss of functionality. The case study results indicate that all three types of risk factors contribute to the overall resilience index significantly and ignoring any one of them may result in inaccurate supply chain performance and resilience assessment.

Suggested Citation

  • Jie Zhao & Ji Yun Lee & Dane Camenzind & Michael Wolcott & Kristin Lewis & Olivia Gillham, 2023. "Multi-Component Resilience Assessment Framework for a Supply Chain System," Sustainability, MDPI, vol. 15(7), pages 1-25, April.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:7:p:6197-:d:1115677
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    References listed on IDEAS

    as
    1. Kamalahmadi, Masoud & Parast, Mahour Mellat, 2016. "A review of the literature on the principles of enterprise and supply chain resilience: Major findings and directions for future research," International Journal of Production Economics, Elsevier, vol. 171(P1), pages 116-133.
    2. Vasco M Carvalho & Makoto Nirei & Yukiko U Saito & Alireza Tahbaz-Salehi, 2021. "Supply Chain Disruptions: Evidence from the Great East Japan Earthquake," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 136(2), pages 1255-1321.
    3. Emma Brandon-Jones & Brian Squire & Chad W. Autry & Kenneth J. Petersen, 2014. "A Contingent Resource-Based Perspective of Supply Chain Resilience and Robustness," Journal of Supply Chain Management, Institute for Supply Management, vol. 50(3), pages 55-73, July.
    4. Hamilton, Michelle C. & Lambert, James H. & Connelly, Elizabeth B. & Barker, Kash, 2016. "Resilience analytics with disruption of preferences and lifecycle cost analysis for energy microgrids," Reliability Engineering and System Safety, Elsevier, vol. 150(C), pages 11-21.
    5. Longfei He & Chenglin Hu & Daozhi Zhao & Haili Lu & Xiaoxi Fu & Yiyu Li, 2016. "Carbon emission mitigation through regulatory policies and operations adaptation in supply chains: theoretic developments and extensions," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 84(1), pages 179-207, November.
    6. n.d., 2008. "Documenti, Bibliografia," ECONOMIA PUBBLICA, FrancoAngeli Editore, vol. 2008(1-2), pages 253-265.
    7. Hosseini, Seyedmohsen & Ivanov, Dmitry & Dolgui, Alexandre, 2019. "Review of quantitative methods for supply chain resilience analysis," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 125(C), pages 285-307.
    8. Yu Han & Woon Kian Chong & Dong Li, 2020. "A systematic literature review of the capabilities and performance metrics of supply chain resilience," International Journal of Production Research, Taylor & Francis Journals, vol. 58(15), pages 4541-4566, July.
    9. Kozlenkova, Irina V. & Hult, G. Tomas M. & Lund, Donald J. & Mena, Jeannette A. & Kekec, Pinar, 2015. "The Role of Marketing Channels in Supply Chain Management," Journal of Retailing, Elsevier, vol. 91(4), pages 586-609.
    10. Bostick, T.P. & Connelly, E.B. & Lambert, J.H. & Linkov, I., 2018. "Resilience science, policy and investment for civil infrastructure," Reliability Engineering and System Safety, Elsevier, vol. 175(C), pages 19-23.
    11. Xin Miao & David Banister & Yanhong Tang, 2013. "Embedding resilience in emergency resource management to cope with natural hazards," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 69(3), pages 1389-1404, December.
    12. James G. March & Zur Shapira, 1987. "Managerial Perspectives on Risk and Risk Taking," Management Science, INFORMS, vol. 33(11), pages 1404-1418, November.
    13. Benjamin R. Tukamuhabwa & Mark Stevenson & Jerry Busby & Marta Zorzini, 2015. "Supply chain resilience: definition, review and theoretical foundations for further study," International Journal of Production Research, Taylor & Francis Journals, vol. 53(18), pages 5592-5623, September.
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