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Viable healthcare supply chain network design for a pandemic

Author

Listed:
  • Mehdi Alizadeh

    (Iran University of Science and Technology)

  • Mir Saman Pishvaee

    (Iran University of Science and Technology)

  • Hamed Jahani

    (RMIT University)

  • Mohammad Mahdi Paydar

    (Babol Noshirvani University of Technology)

  • Ahmad Makui

    (Iran University of Science and Technology)

Abstract

The recent COVID-19 pandemic revealed that healthcare networks must have a flexible and effective structure. In this study, we develop a viable healthcare network design for a pandemic using a multi-stage stochastic approach. We propose a multi-level network that includes health centers, computed tomography scan centers, hospitals, and clinics. Patients have conditions to returning to normal life or quarantining at home. Three objectives are defined: maximizing the probability of patient recovery, minimizing the costs of all centers in the network, and minimizing the Coronavirus death rate. We investigate a real case study in Iran to demonstrate the model’s applicability. Finally, we compare the healthcare supply chain network design in a pandemic with a normal situation to advise how the network can continue to remain viable.

Suggested Citation

  • Mehdi Alizadeh & Mir Saman Pishvaee & Hamed Jahani & Mohammad Mahdi Paydar & Ahmad Makui, 2023. "Viable healthcare supply chain network design for a pandemic," Annals of Operations Research, Springer, vol. 328(1), pages 35-73, September.
    • Handle: RePEc:spr:annopr:v:328:y:2023:i:1:d:10.1007_s10479-022-04934-7
    DOI: 10.1007/s10479-022-04934-7
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    1. Alexander Trautrims & Martin C. Schleper & M. Selim Cakir & Stefan Gold, 2020. "Survival at the expense of the weakest? Managing modern slavery risks in supply chains during COVID-19," Journal of Risk Research, Taylor & Francis Journals, vol. 23(7-8), pages 1067-1072, August.
    2. Nagurney, Anna, 2021. "Optimization of supply chain networks with inclusion of labor: Applications to COVID-19 pandemic disruptions," International Journal of Production Economics, Elsevier, vol. 235(C).
    3. Lily Poursoltan & Seyed-Mohammad Seyed-Hosseini & Armin Jabbarzadeh, 2021. "Green Closed-Loop Supply Chain Network under the COVID-19 Pandemic," Sustainability, MDPI, vol. 13(16), pages 1-13, August.
    4. Bhavana Mathur & Sumit Gupta & Makhan Lal Meena & G.S. Dangayach, 2018. "Healthcare supply chain management: literature review and some issues," Journal of Advances in Management Research, Emerald Group Publishing Limited, vol. 15(3), pages 265-287, April.
    5. Hamed Jahani & Babak Abbasi & Zahra Hosseinifard & Masih Fadaki & James P. Minas, 2021. "Disruption risk management in service-level agreements," International Journal of Production Research, Taylor & Francis Journals, vol. 59(1), pages 226-244, January.
    6. Chiaramonti, David & Maniatis, Kyriakos, 2020. "Security of supply, strategic storage and Covid19: Which lessons learnt for renewable and recycled carbon fuels, and their future role in decarbonizing transport?," Applied Energy, Elsevier, vol. 271(C).
    7. Bhavana Mathur & Sumit Gupta & Makhan Lal Meena & G.S. Dangayach, 2018. "Healthcare supply chain management: literature review and some issues," Journal of Advances in Management Research, Emerald Group Publishing Limited, vol. 15(3), pages 265-287, April.
    8. B. James Deaton & Brady J. Deaton, 2020. "Food security and Canada's agricultural system challenged by COVID‐19," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 68(2), pages 143-149, June.
    9. David Swanson & Luis Santamaria, 2021. "Pandemic Supply Chain Research: A Structured Literature Review and Bibliometric Network Analysis," Logistics, MDPI, vol. 5(1), pages 1-22, January.
    10. Milan Zeleny, 1976. "The Attribute-Dynamic Attitude Model (Adam)," Management Science, INFORMS, vol. 23(1), pages 12-26, September.
    11. Dmitry Ivanov & Ajay Das, 2020. "Coronavirus (COVID-19/SARS-CoV-2) and supply chain resilience: a research note," International Journal of Integrated Supply Management, Inderscience Enterprises Ltd, vol. 13(1), pages 90-102.
    12. Anna Nagurney & Mojtaba Salarpour & June Dong & Pritha Dutta, 2021. "Competition for Medical Supplies Under Stochastic Demand in the Covid-19 Pandemic: A Generalized Nash Equilibrium Framework," Springer Optimization and Its Applications, in: Themistocles M. Rassias & Panos M. Pardalos (ed.), Nonlinear Analysis and Global Optimization, pages 331-356, Springer.
    13. Nikolopoulos, Konstantinos & Punia, Sushil & Schäfers, Andreas & Tsinopoulos, Christos & Vasilakis, Chrysovalantis, 2021. "Forecasting and planning during a pandemic: COVID-19 growth rates, supply chain disruptions, and governmental decisions," European Journal of Operational Research, Elsevier, vol. 290(1), pages 99-115.
    14. Christine S.M. Currie & John W. Fowler & Kathy Kotiadis & Thomas Monks & Bhakti Stephan Onggo & Duncan A. Robertson & Antuela A. Tako, 2020. "How simulation modelling can help reduce the impact of COVID-19," Journal of Simulation, Taylor & Francis Journals, vol. 14(2), pages 83-97, April.
    15. Richard S. Gray, 2020. "Agriculture, transportation, and the COVID‐19 crisis," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 68(2), pages 239-243, June.
    16. Kashanian, Motahareh & Pishvaee, Mir Saman & Sahebi, Hadi, 2020. "Sustainable biomass portfolio sourcing plan using multi-stage stochastic programming," Energy, Elsevier, vol. 204(C).
    17. Masoud Alinezhad & Iraj Mahdavi & Milad Hematian & Erfan Babaee Tirkolaee, 2022. "A fuzzy multi-objective optimization model for sustainable closed-loop supply chain network design in food industries," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(6), pages 8779-8806, June.
    18. Riccardo Aldrighetti & Ilenia Zennaro & Serena Finco & Daria Battini, 2019. "Healthcare Supply Chain Simulation with Disruption Considerations: A Case Study from Northern Italy," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 20(1), pages 81-102, December.
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    2. Kargar, Bahareh & MohajerAnsari, Pedram & Esra Büyüktahtakın, İ. & Jahani, Hamed & Talluri, Sri, 2024. "Data-driven modeling for designing a sustainable and efficient vaccine supply chain: A COVID-19 case study," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 184(C).

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