INVESTIGATING THE ROLE OF RISK MITIGATION STRATEGIES ON SUPPLY CHAIN DISRUPTION IMPACT AMIDST COVID-19 OUTBREAK
DOI:
https://doi.org/10.37435/NBR21031701Keywords:
Supply chain disruption, COVID-19, supply chain resilience, supply chain robustness, risk management, supply chain risk management practicesAbstract
ABSTRACT
Purpose - This contextual study evaluates the role of risk management practices in Pakistan amidst the COVID-19 outbreak in addressing supply chain disruption and ensuring supply chain resilience and robustness. The purpose of the study was to analyze the emerging challenges in supply chain disruption due to COVID19 and to add value to literature by leveraging the study to provide insights into the Pakistani context.
References
Al-Mansour, J. F., & Al-Ajmi, S. A. (2020). Coronavirus' COVID-19'-Supply Chain
Disruption and Implications for Strategy, Economy, and Management. The
Journal of Asian Finance, Economics, and Business, 7(9), 659-672.
Araz, O. M., Choi, T.-M., Olson, D. L., & Salman, F. S. (2020). Data Analytics for
Operational Risk Management. Decis. Sci., 51(6), 1316-1319.
Azadegan, A., & Dooley, K. (2021). A typology of supply network resilience
strategies: Complex collaborations in a complex world. Journal of Supply Chain
Management, 57(1), 17-26.
Azadegan, A., Mellat Parast, M., Lucianetti, L., Nishant, R., & Blackhurst, J. (2020).
Supply chain disruptions and business continuity: An empirical assessment.
Decision Sciences, 51(1), 38-73.
Behzadi, G., O’Sullivan, M. J., Olsen, T. L., & Zhang, A. (2018). Agribusiness supply
chain risk management: A review of quantitative decision models. Omega, 79,
-42.
Belhadi, A., Kamble, S., Jabbour, C. J. C., Gunasekaran, A., Ndubisi, N. O., &
Venkatesh, M. (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, 163, 120447.
Biswas, T. K., & Das, M. C. (2020). Selection of the barriers of supply chain
management in Indian manufacturing sectors due to COVID-19 impacts.
Operational Research in Engineering Sciences: Theory and Applications, 3(3), 1-
Buhman, C., Kekre, S., & Singhal, J. (2005). Interdisciplinary and interorganizational
research: Establishing the science of enterprise networks. Production and
Operations Management, 14(4), 493-513.
Butt, A. S. (2021). Strategies to mitigate the impact of COVID-19 on supply chain
disruptions: a multiple case analysis of buyers and distributors. The
International Journal of Logistics Management, Vol. ahead-of-print No. ahead-of-print.
doi: https://doi.org/10.1108/IJLM-11-2020-0455
Cagliano, A. C., De Marco, A., Grimaldi, S., & Rafele, C. (2012). An integrated
approach to supply chain risk analysis. Journal of risk research, 15(7), 817-840.
Chin, W. W. (2010). How to write up and report PLS analyses. In Handbook of partial
least squares (pp. 655-690): Springer.
Choi, T.-M. (2020). Innovative “bring-service-near-your-home” operations under
Corona-virus (COVID-19/SARS-CoV-2) outbreak: Can logistics become the
messiah? Transportation Research Part E: Logistics and Transportation Review, 140,
Chopra, S., & Sodhi, M. (2014). Reducing the risk of supply chain disruptions. MIT
Sloan management review, 55(3), 72-80.Page 25 of 28
Chowdhury, M. M. H., Agarwal, R., & Quaddus, M. (2019). Dynamic capabilities for
meeting stakeholders' sustainability requirements in supply chain. Journal of
Cleaner Production, 215, 34-45.
DuHadway, S., Carnovale, S., & Hazen, B. (2019). Understanding risk management
for intentional supply chain disruptions: Risk detection, risk mitigation, and
risk recovery. Annals of Operations Research, 283(1), 179-198.
El Baz, J., & Ruel, S. (2021). Can supply chain risk management practices mitigate the
disruption impacts on supply chains’ resilience and robustness? Evidence from
an empirical survey in a COVID-19 outbreak era. International Journal of
Production Economics, 233, 107972.
Fan, Y., & Stevenson, M. (2018). A review of supply chain risk management:
definition, theory, and research agenda. International Journal of Physical
Distribution & Logistics Management, 48(3), 205-230.
Farrell, P., Thow, A. M., Wate, J. T., Nonga, N., Vatucawaqa, P., Brewer, T., . . . Reeve,
E. (2020). COVID-19 and Pacific food system resilience: opportunities to build
a robust response. Food Security, 12(4), 783-791.
Fornell, C., & Larcker, D. F. (1981). Structural equation models with unobservable
variables and measurement error: Algebra and statistics. In: Sage Publications
Sage CA: Los Angeles, CA.
Fortune. (2020). Global 500. Retrieved from https://fortune.com/global500/.
Goel, R. K., Saunoris, J. W., & Goel, S. S. (2021). Supply chain performance and
economic growth: The impact of COVID-19 disruptions. Journal of Policy
Modeling, 43(2), 298-316.
Govindan, K., Fattahi, M., & Keyvanshokooh, E. (2017). Supply chain network design
under uncertainty: A comprehensive review and future research directions.
European Journal of Operational Research, 263(1), 108-141.
Govindan, K., Mina, H., & Alavi, B. (2020). A decision support system for demand
management in healthcare supply chains considering the epidemic outbreaks:
A case study of coronavirus disease 2019 (COVID-19). Transportation Research
Part E: Logistics and Transportation Review, 138, 101967.
Guan, D., Wang, D., Hallegatte, S., Davis, S. J., Huo, J., Li, S., . . . Coffman, D. M. (2020).
Global supply-chain effects of COVID-19 control measures. Nature human
behaviour, 1-11.
Hair, J. F., Sarstedt, M., Ringle, C. M., & Mena, J. A. (2012). An assessment of the use
of partial least squares structural equation modeling in marketing research.
Journal of the academy of marketing science, 40(3), 414-433.
Handfield, R. B., Graham, G., & Burns, L. (2020). Corona virus, tariffs, trade wars and
supply chain evolutionary design. International Journal of Operations &
Production Management, 49(10), 945-955.
Haren, P., & Simchi-Levi, D. (2020). How coronavirus could impact the global supply
chain by mid-March. Harvard Business Review, 28.Page 26 of 28
Heckmann, I., Comes, T., & Nickel, S. (2015). A critical review on supply chain risk–
Definition, measure and modeling. Omega, 52, 119-132.
Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing
discriminant validity in variance-based structural equation modeling. Journal of
the academy of marketing science, 43(1), 115-135.
Hernantes, J., Labaka, L., Turoff, M., Hiltz, S. R., Bañuls, V. A. (2017). Moving forward
to disaster resilience: Perspectives on increasing resilience for future disasters.
Technological Forecasting and Social Change, 121, 1- 6.
Hofmann, E., Sternberg, H., Chen, H., Pflaum, A., & Prockl, G. (2019). Supply chain
management and Industry 4.0: conducting research in the digital age.
International Journal of Physical Distribution & Logistics Management, 49(10), 945-
Hosseini, S., Ivanov, D., & Dolgui, A. (2019). Review of quantitative methods for
supply chain resilience analysis. Transportation Research Part E: Logistics and
Transportation Review, 125, 285-307.
Ivanov, D. (2020). Predicting the impacts of epidemic outbreaks on global supply
chains: A simulation-based analysis on the coronavirus outbreak (COVID-
/SARS-CoV-2) case. Transportation Research Part E: Logistics and Transportation
Review, 136, 101922.
Ivanov, D., & Dolgui, A. (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,
(10), 2904-2915.
Ivanov, D., Dolgui, A., & Sokolov, B. (2019). The impact of digital technology and
Industry 4.0 on the ripple effect and supply chain risk analytics. International
Journal of Production Research, 57(3), 829-846.
Ivanov, D., Pavlov, A., Dolgui, A., Pavlov, D., & Sokolov, B. (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, 90, 7-24.
Kamble, S., Gunasekaran, A., & Dhone, N. C. (2020). Industry 4.0 and lean
manufacturing practices for sustainable organisational performance in Indian
manufacturing companies. International Journal of Production Research, 58(5),
-1337.
Ketchen Jr, D. J., & Craighead, C. W. (2020). Research at the intersection of
entrepreneurship, supply chain management, and strategic management:
Opportunities highlighted by COVID-19. Journal of Management, 46(8), 1330-
Kochan, C. G., & Nowicki, D. R. (2018). Supply chain resilience: a systematic literature
review and typological framework. International Journal of Physical Distribution
& Logistics Management, 48(8), 842-865.Page 27 of 28
Kock, N. (2015). Common method bias in PLS-SEM: A full collinearity assessment
approach. International Journal of e-Collaboration (ijec), 11(4), 1-10.
Kumar, R., & Mishra, R. (2020). COVID-19 Global Pandemic: Impact on Management
of Supply Chain. International Journal of Emerging Technology and Advanced
Engineering, 10(4), 132-139.
Li, Y., Chen, K., Collignon, S., & Ivanov, D. (2021). Ripple effect in the supply chain
network: Forward and backward disruption propagation, network health and
firm vulnerability. European Journal of Operational Research, 291(3), 1117-1131.
Lockamy Iii, A., Childerhouse, P., Disney, S. M., Towill, D. R., & McCormack, K.
(2008). The impact of process maturity and uncertainty on supply chain
performance: an empirical study. International Journal of Manufacturing
Technology and Management, 15(1), 12-27.
McCormack, K., Ladeira, M. B., & de Oliveira, M. P. V. (2008). Supply chain maturity
and performance in Brazil. Supply Chain Management: An International Journal,
(4), 272-282.
Mishra, D., Dwivedi, Y. K., Rana, N. P., & Hassini, E. (2021). Evolution of supply chain
ripple effect: a bibliometric and meta-analytic view of the constructs.
International Journal of Production Research, 59(1), 129-147.
Nakamura, H., & Managi, S. (2020). Airport risk of importation and exportation of
the COVID-19 pandemic. Transport Policy, 96, 40-47.
NAM. (2020). Manufacturers’ Survey Reveals Current Industry Impact of COVID-19.
Retrieved from https://www.nam.org/manufacturers-survey-reveals-currentindustry-impact-of-covid-19-7411
Parast, M. M., & Subramanian, N. (2021). An examination of the effect of supply chain
disruption risk drivers on organizational performance: evidence from Chinese
supply chains. Supply Chain Management: An International Journal, 26(4), 548-562.
Pavlov, A., Ivanov, D., Pavlov, D., & Slinko, A. (2019). Optimization of network
redundancy and contingency planning in sustainable and resilient supply
chain resource management under conditions of structural dynamics. Annals of
Operations Research, 1-30.
Remko, V. H. (2020). Research opportunities for a more resilient post-COVID-19
supply chain–closing the gap between research findings and industry practice.
International Journal of Operations & Production Management, 40(4), 341-355.
Sarkis, J. (2020). Supply chain sustainability: learning from the COVID-19 pandemic.
International Journal of Operations & Production Management, 41(1), 63-73.
Shah, Z. A., & Hussain, H. (2016). An investigation of lean manufacturing
implementation in textile sector of Pakistan. Paper presented at the Proceedings
of the 2016 International Conference on Industrial Engineering and Operations
Management.Page 28 of 28
Shahed, K. S., Azeem, A., Ali, S. M., & Moktadir, M. A. (2021). A supply chain
disruption risk mitigation model to manage COVID-19 pandemic risk.
Environmental Science and Pollution Research, 1-16.
Sharma, R., Shishodia, A., Kamble, S., Gunasekaran, A., & Belhadi, A. (2020).
Agriculture supply chain risks and COVID-19: mitigation strategies and
implications for the practitioners. International Journal of Logistics Research and
Applications, 1-27.
Singh, S., Kumar, R., Panchal, R., & Tiwari, M. K. (2021). Impact of COVID-19 on
logistics systems and disruptions in food supply chain. International Journal of
Production Research, 59(7), 1993-2008.
Tan, W. J., Cai, W., & Zhang, A. N. (2020). Structural-aware simulation analysis of
supply chain resilience. International Journal of Production Research, 58(17), 5175-
Teece, D. J., Pisano, G., & Shuen, A. (1997). Dynamic capabilities and strategic
management. Strategic management journal, 18(7), 509-533.
Tukamuhabwa, B., Stevenson, M., & Busby, J. (2017). Supply chain resilience in a
developing country context: a case study on the interconnectedness of threats,
strategies and outcomes. Supply Chain Management: An International Journal,
(6), 486-505.
Wamba, S. F. (2020). Humanitarian supply chain: A bibliometric analysis and future
research directions. Annals of Operations Research, 1-27.
Wieland, A. (2021). Dancing the supply chain: Toward transformative supply chain
management. Journal of Supply Chain Management, 57(1), 58-73.
Xie, C., Anumba, C. J., Lee, T. R., Tummala, R., & Schoenherr, T. (2011). Assessing and
managing risks using the supply chain risk management process (SCRMP).
Supply Chain Management: An International Journal, 16(6), 74-483.
Zhu, Chou, G., Tsai, M. C., & W, C. (2020). Lessons learned from the COVID-19
pandemic exposing the shortcomings of current supply chain operations: a
long-term prescriptive offering. Sustainability, 12(14), 5858.
Zhu, Q., Krikke, H., & Caniëls, M. C. (2017). Integrated supply chain risk
management: a systematic review. The International Journal of Logistics
Management, 28(4), 1123-1141.
Zsidisin*, G. A., Melnyk, S. A., & Ragatz, G. L. (2005). An institutional theory
perspective of business continuity planning for purchasing and supply
management. International Journal of Production Research, 43(16), 3401-3420.