IDEAS home Printed from https://ideas.repec.org/a/eee/tefoso/v163y2021ics0040162520312737.html
   My bibliography  Save this article

Manufacturing and service supply chain resilience to the COVID-19 outbreak: Lessons learned from the automobile and airline industries

Author

Listed:
  • Belhadi, Amine
  • Kamble, Sachin
  • Jabbour, Charbel Jose Chiappetta
  • Gunasekaran, Angappa
  • Ndubisi, Nelson Oly
  • Venkatesh, Mani

Abstract

There has been an increased interest among scholars to investigate supply chain resilience (SCRes) in manufacturing and service operations during emerging situations. Grounded in the SCRes theory, this study provides insights into the impact of the COVID-19 outbreak on the automobile and airline supply chain. Both the short and long-term response strategies adopted by the two supply chains are assessed, using a combination of qualitative and quantitative techniques in three distinct phases. In phase one, we use a sequential mixed-method for resilience evaluation, integrating Time-to-Recovery (TTR) and Financial Impact (FI) analysis. In phase two, we conduct an empirical survey involving 145 firms to evaluate the short-term SCRes response strategies. In the third phase, we conduct semi-structured interviews with supply chain executives both from the automobile and airline industries to understand the long-term SCRes response strategies. Our findings indicate that: (i) the automobile industry perceived that the best strategies to mitigate risks related to COVID-19, were to develop localized supply sources and use advanced industry 4.0 (I4.0) technologies. (ii) The airline industry on the other hand, perceived that the immediate need was to get ready for business continuity challenges posed by COVID-19, by defining their operations both at the airports and within the flights. (iii) Importantly, both the sectors perceived Big Data Analytics (BDA) to play a significant role by providing real-time information on various supply chain activities to overcome the challenges posed by COVID-19. (iv) Cooperation among supply chain stakeholders is perceived, as needed to overcome the challenges of the pandemic, and to accelerate the use of digital technologies.

Suggested Citation

  • Belhadi, Amine & Kamble, Sachin & Jabbour, Charbel Jose Chiappetta & Gunasekaran, Angappa & Ndubisi, Nelson Oly & Venkatesh, Mani, 2021. "Manufacturing and service supply chain resilience to the COVID-19 outbreak: Lessons learned from the automobile and airline industries," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
    • Handle: RePEc:eee:tefoso:v:163:y:2021:i:c:s0040162520312737
    DOI: 10.1016/j.techfore.2020.120447
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0040162520312737
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.techfore.2020.120447?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Luca Fornaro & Martin Wolf, 2020. "Covid-19 coronavirus and macroeconomic policy," Economics Working Papers 1713, Department of Economics and Business, Universitat Pompeu Fabra.
    2. Yuya Katafuchi & Kenichi Kurita & Shunsuke Managi, 2021. "COVID-19 with Stigma: Theory and Evidence from Mobility Data," Economics of Disasters and Climate Change, Springer, vol. 5(1), pages 71-95, April.
    3. Florian Lücker & Ralf W. Seifert & Işık Biçer, 2019. "Roles of inventory and reserve capacity in mitigating supply chain disruption risk," International Journal of Production Research, Taylor & Francis Journals, vol. 57(4), pages 1238-1249, February.
    4. Amankwah-Amoah, Joseph, 2020. "Stepping Up and Stepping Out of COVID-19: New Challenges for Environmental Sustainability Policies in the Global Airline Industry," MPRA Paper 101491, University Library of Munich, Germany.
    5. Diermeier, Matthias, 2020. "Die politische Ökonomie in Zeiten von Corona," IW-Kurzberichte 43/2020, Institut der deutschen Wirtschaft (IW) / German Economic Institute.
    6. Thum, Marcel & Weichenrieder, Alfons J., 2020. "Corona-Bonds und ihre Alternativen," SAFE Policy Letters 83, Leibniz Institute for Financial Research SAFE.
    7. Thiemo Fetzer & Lukas Hensel & Johannes Hermle & Christopher Roth, 2021. "Coronavirus Perceptions and Economic Anxiety," The Review of Economics and Statistics, MIT Press, vol. 103(5), pages 968–978-9, December.
    8. Joachim Ragnitz & Marcel Thum, 2020. "Erfolge und Defizite der bisherigen Coronapolitik," ifo Dresden berichtet, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 27(05), pages 03-06, October.
    9. Michael Hüther & Jens Südekum, 2020. "Die Schuldenbremse nach der Corona-Krise," Wirtschaftsdienst, Springer;ZBW - Leibniz Information Centre for Economics, vol. 100(10), pages 746-752, October.
    10. Adam Rose & Misak Avetisyan & Heather Rosoff & William J. Burns & Paul Slovic & Oswin Chan, 2017. "The Role of Behavioral Responses in the Total Economic Consequences of Terrorist Attacks on U.S. Air Travel Targets," Risk Analysis, John Wiley & Sons, vol. 37(7), pages 1403-1418, July.
    11. Kamble, Sachin S. & Gunasekaran, Angappa & Ghadge, Abhijeet & Raut, Rakesh, 2020. "A performance measurement system for industry 4.0 enabled smart manufacturing system in SMMEs- A review and empirical investigation," International Journal of Production Economics, Elsevier, vol. 229(C).
    12. -, 2020. "La educación en tiempos de la pandemia de COVID-19," Coediciones, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 45904 edited by Cepal.
    13. Diermeier, Matthias & Mertens, Armin & Niehues, Judith & Schüler, Ruth M., 2020. "Corona-Krise trifft auf besorgtes Ruhrgebiet," IW-Kurzberichte 45/2020, Institut der deutschen Wirtschaft (IW) / German Economic Institute.
    14. Herrera, Helios & Konradt, Maximilian & Ordoñez, Guillermo & Trebesch, Christoph, 2020. "Corona politics: The cost of mismanaging pandemics," Kiel Working Papers 2165, Kiel Institute for the World Economy (IfW Kiel).
    15. Ivanov, Dmitry & Pavlov, Alexander & Dolgui, Alexandre & Pavlov, Dmitry & Sokolov, Boris, 2016. "Disruption-driven supply chain (re)-planning and performance impact assessment with consideration of pro-active and recovery policies," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 90(C), pages 7-24.
    16. Ritesh Ojha & Abhijeet Ghadge & Manoj Kumar Tiwari & Umit S. Bititci, 2018. "Bayesian network modelling for supply chain risk propagation," International Journal of Production Research, Taylor & Francis Journals, vol. 56(17), pages 5795-5819, September.
    17. Dmitry Ivanov & Alexandre Dolgui & Boris Sokolov, 2019. "The impact of digital technology and Industry 4.0 on the ripple effect and supply chain risk analytics," International Journal of Production Research, Taylor & Francis Journals, vol. 57(3), pages 829-846, February.
    18. Amory Martin & Maryia Markhvida & Stéphane Hallegatte & Brian Walsh, 2020. "Socio-Economic Impacts of COVID-19 on Household Consumption and Poverty," Economics of Disasters and Climate Change, Springer, vol. 4(3), pages 453-479, October.
    19. Li, Shaoran & Linton, Oliver, 2021. "When will the Covid-19 pandemic peak?," Journal of Econometrics, Elsevier, vol. 220(1), pages 130-157.
    20. Qiu, Richard T.R. & Park, Jinah & Li, ShiNa & Song, Haiyan, 2020. "Social costs of tourism during the COVID-19 pandemic," Annals of Tourism Research, Elsevier, vol. 84(C).
    21. Christian Hutter & Enzo Weber, 2020. "Corona-Krise: die transformative Rezession [Corona Crisis: Transformative Recession]," Wirtschaftsdienst, Springer;ZBW - Leibniz Information Centre for Economics, vol. 100(6), pages 429-431, June.
    22. Armin Jabbarzadeh & Behnam Fahimnia & Fatemeh Sabouhi, 2018. "Resilient and sustainable supply chain design: sustainability analysis under disruption risks," International Journal of Production Research, Taylor & Francis Journals, vol. 56(17), pages 5945-5968, September.
    23. Nakamura, Hiroki & Managi, Shunsuke, 2020. "Airport risk of importation and exportation of the COVID-19 pandemic," Transport Policy, Elsevier, vol. 96(C), pages 40-47.
    24. Editorial, 2020. "Covid-19 and Climate Change," Journal, Review of Agrarian Studies, vol. 10(1), pages 5-6, January-J.
    25. Nina Graveline & Marine Gremont, 2017. "Measuring and understanding the microeconomic resilience of businesses to lifeline service interruptions due to natural disasters," Post-Print hal-01631780, HAL.
    26. Tu, Ningwen & Li, Zhi-Chun & Fu, Xiaowen & Lei, Zheng, 2020. "Airline network competition in inter-continental market," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 143(C).
    27. 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.
    28. Yoo, Sunbin & Managi, Shunsuke, 2020. "Global mortality benefits of COVID-19 action," Technological Forecasting and Social Change, Elsevier, vol. 160(C).
    29. Klaus-Dirk Henke, 2020. "Das EU-Budget in der Corona-Krise," Wirtschaftsdienst, Springer;ZBW - Leibniz Information Centre for Economics, vol. 100(6), pages 407-410, June.
    30. Sachin S. Kamble & Angappa Gunasekaran, 2020. "Big data-driven supply chain performance measurement system: a review and framework for implementation," International Journal of Production Research, Taylor & Francis Journals, vol. 58(1), pages 65-86, January.
    31. Ahearn, Bertie & Singh Ahluwalia, Montek & Ahmed, Masood & Alphandéry, Edmond & Altwaijri, HE Dr Abdulaziz Altwaijri & Amato, Giuliano & Amersi, Mohamed & Arbour, Louise & Aria, Óscar & Aziz, Shaukat , 2020. "The COVID-19 pandemic: a letter to G20 leaders," LSE Research Online Documents on Economics 104370, London School of Economics and Political Science, LSE Library.
    32. Michael Kaganovich & Sinan Sarpca & Xuejuan Su, 2020. "Competition in Higher Education: A Survey," CESifo Working Paper Series 8220, CESifo.
    33. Michiyuki Yagi & Shigemi Kagawa & Shunsuke Managi & Hidemichi Fujii & Dabo Guan, 2020. "Supply Constraint from Earthquakes in Japan in Input–Output Analysis," Risk Analysis, John Wiley & Sons, vol. 40(9), pages 1811-1830, September.
    34. -, 2020. "La educación en tiempos de la pandemia de COVID-19," Libros y Documentos Institucionales, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 45904 edited by Cepal.
    35. Roßmann, Bernhard & Canzaniello, Angelo & von der Gracht, Heiko & Hartmann, Evi, 2018. "The future and social impact of Big Data Analytics in Supply Chain Management: Results from a Delphi study," Technological Forecasting and Social Change, Elsevier, vol. 130(C), pages 135-149.
    36. Seyedmohsen Hosseini & Dmitry Ivanov & Alexandre Dolgui, 2020. "Ripple effect modelling of supplier disruption: integrated Markov chain and dynamic Bayesian network approach," International Journal of Production Research, Taylor & Francis Journals, vol. 58(11), pages 3284-3303, June.
    37. Dmitry Ivanov & Alexandre Dolgui & Boris Sokolov & Marina Ivanova, 2017. "Literature review on disruption recovery in the supply chain," International Journal of Production Research, Taylor & Francis Journals, vol. 55(20), pages 6158-6174, October.
    38. Jens Südekum, 2020. "Die europäische Antwort auf die Corona-Pandemie," Wirtschaftsdienst, Springer;ZBW - Leibniz Information Centre for Economics, vol. 100(6), pages 397-400, June.
    39. von Dohnanyi, Klaus & Vöpel, Henning, 2020. "ZEITENWENDE. Für ein Post-Corona-Zukunftsprogramm," HWWI Policy Papers 122, Hamburg Institute of International Economics (HWWI).
    40. Muhammad Fahad Sattar & Sehrish Khanum & Ahsan Nawaz & Muhammad Muzamal Ashfaq & Muhammad Anas Khan & Muhammad Jawad & Waseem Ullah, 2020. "Covid-19 Global, Pandemic impact on World Economy," Technium Social Sciences Journal, Technium Science, vol. 11(1), pages 165-179, September.
    41. Peter Ralston & Jennifer Blackhurst, 2020. "Industry 4.0 and resilience in the supply chain: a driver of capability enhancement or capability loss?," International Journal of Production Research, Taylor & Francis Journals, vol. 58(16), pages 5006-5019, July.
    42. David Simchi-Levi & William Schmidt & Yehua Wei & Peter Yun Zhang & Keith Combs & Yao Ge & Oleg Gusikhin & Michael Sanders & Don Zhang, 2015. "Identifying Risks and Mitigating Disruptions in the Automotive Supply Chain," Interfaces, INFORMS, vol. 45(5), pages 375-390, October.
    43. Sawik, Tadeusz, 2019. "Disruption mitigation and recovery in supply chains using portfolio approach," Omega, Elsevier, vol. 84(C), pages 232-248.
    44. 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.
    45. W Mark C Weidemaier & Mitu Gulati, 2020. "Necessity and the Covid-19 pandemic," Capital Markets Law Journal, Oxford University Press, vol. 15(3), pages 277-283.
    46. Torabi, S.A. & Baghersad, M. & Mansouri, S.A., 2015. "Resilient supplier selection and order allocation under operational and disruption risks," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 79(C), pages 22-48.
    47. Sachin Kamble & Angappa Gunasekaran & Neelkanth C. Dhone, 2020. "Industry 4.0 and lean manufacturing practices for sustainable organisational performance in Indian manufacturing companies," International Journal of Production Research, Taylor & Francis Journals, vol. 58(5), pages 1319-1337, March.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ivanov, Dmitry, 2020. "Predicting the impacts of epidemic outbreaks on global supply chains: A simulation-based analysis on the coronavirus outbreak (COVID-19/SARS-CoV-2) case," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 136(C).
    2. Nagurney, Anna, 2021. "Supply chain game theory network modeling under labor constraints: Applications to the Covid-19 pandemic," European Journal of Operational Research, Elsevier, vol. 293(3), pages 880-891.
    3. Sarkar, Kankan & Khajanchi, Subhas & Nieto, Juan J., 2020. "Modeling and forecasting the COVID-19 pandemic in India," Chaos, Solitons & Fractals, Elsevier, vol. 139(C).
    4. Dmitry Ivanov, 2022. "Viable supply chain model: integrating agility, resilience and sustainability perspectives—lessons from and thinking beyond the COVID-19 pandemic," Annals of Operations Research, Springer, vol. 319(1), pages 1411-1431, December.
    5. 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.
    6. K. Katsaliaki & P. Galetsi & S. Kumar, 2022. "Supply chain disruptions and resilience: a major review and future research agenda," Annals of Operations Research, Springer, vol. 319(1), pages 965-1002, December.
    7. Aldrighetti, Riccardo & Battini, Daria & Ivanov, Dmitry & Zennaro, Ilenia, 2021. "Costs of resilience and disruptions in supply chain network design models: A review and future research directions," International Journal of Production Economics, Elsevier, vol. 235(C).
    8. Roberta Capello & Andrea Caragliu, 2021. "Regional growth and disparities in a post‐COVID Europe: A new normality scenario," Journal of Regional Science, Wiley Blackwell, vol. 61(4), pages 710-727, September.
    9. Thomas Gries & Wim Naudé, 2021. "Extreme Events, Entrepreneurial Start-Ups, and Innovation: Theoretical Conjectures," Economics of Disasters and Climate Change, Springer, vol. 5(3), pages 329-353, October.
    10. Sawik, Tadeusz, 2022. "Stochastic optimization of supply chain resilience under ripple effect: A COVID-19 pandemic related study," Omega, Elsevier, vol. 109(C).
    11. Paul, Sanjoy Kumar & Chowdhury, Priyabrata & Moktadir, Md. Abdul & Lau, Kwok Hung, 2021. "Supply chain recovery challenges in the wake of COVID-19 pandemic," Journal of Business Research, Elsevier, vol. 136(C), pages 316-329.
    12. Kenichi Kurita & Shunsuke Managi, 2022. "COVID-19 and Stigma: Evolution of Self-restraint Behavior," Dynamic Games and Applications, Springer, vol. 12(1), pages 168-182, March.
    13. Burgos, Diana & Ivanov, Dmitry, 2021. "Food retail supply chain resilience and the COVID-19 pandemic: A digital twin-based impact analysis and improvement directions," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 152(C).
    14. Brink, Siegrun & Levering, Britta & Icks, Annette, 2020. "Zukunftspanel Mittelstand 2020: Update der Expertenbefragung zu aktuellen und zukünftigen Herausforderungen des deutschen Mittelstands," IfM-Materialien 282, Institut für Mittelstandsforschung (IfM) Bonn.
    15. Sawik, Tadeusz, 2021. "On the risk-averse selection of resilient multi-tier supply portfolio," Omega, Elsevier, vol. 101(C).
    16. Ivanov, Dmitry & Dolgui, Alexandre, 2021. "OR-methods for coping with the ripple effect in supply chains during COVID-19 pandemic: Managerial insights and research implications," International Journal of Production Economics, Elsevier, vol. 232(C).
    17. SECUNDO, Giustina & MELE, Gioconda & VECCHIO, Pasquale Del & ELIA, Gianluca & MARGHERITA, Alessandro & NDOU, Valentina, 2021. "Threat or opportunity? A case study of digital-enabled redesign of entrepreneurship education in the COVID-19 emergency," Technological Forecasting and Social Change, Elsevier, vol. 166(C).
    18. Aldrighetti, Riccardo & Battini, Daria & Ivanov, Dmitry, 2023. "Efficient resilience portfolio design in the supply chain with consideration of preparedness and recovery investments," Omega, Elsevier, vol. 117(C).
    19. Madurai Elavarasan, Rajvikram & Shafiullah, GM & Raju, Kannadasan & Mudgal, Vijay & Arif, M.T. & Jamal, Taskin & Subramanian, Senthilkumar & Sriraja Balaguru, V.S. & Reddy, K.S. & Subramaniam, Umashan, 2020. "COVID-19: Impact analysis and recommendations for power sector operation," Applied Energy, Elsevier, vol. 279(C).
    20. Aghajani, Mojtaba & Ali Torabi, S. & Altay, Nezih, 2023. "Resilient relief supply planning using an integrated procurement-warehousing model under supply disruption," Omega, Elsevier, vol. 118(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:tefoso:v:163:y:2021:i:c:s0040162520312737. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.sciencedirect.com/science/journal/00401625 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.