931
Views
0
CrossRef citations to date
0
Altmetric
MANAGEMENT

Analyzing the health supply chain risks during COVID-19 pandemic: The moderating role of risk management

ORCID Icon, , , &
Article: 2281716 | Received 22 Nov 2021, Accepted 06 Nov 2023, Published online: 18 Nov 2023

References

  • Abdel-Basset, M., & Mohamed, R. (2020). A novel plithogenic TOPSIS-CRITIC model for sustainable supply chain risk management. Journal of Cleaner Production, 247, 119586. https://doi.org/10.1016/j.jclepro.2019.119586
  • Aduhene, D. T., & Osei-Assibey, E. (2021). Socio-economic impact of COVID-19 on Ghana’s economy: Challenges and prospects. International Journal of Social Economics, 48(4), 543–17. https://doi.org/10.1108/IJSE-08-2020-0582
  • Ahmed, W., & Huma, S. (2021). Impact of lean and agile strategies on supply chain risk management. Total Quality Management & Business Excellence, 32(1–2), 33–56. https://doi.org/10.1080/14783363.2018.1529558
  • Aldrighetti, R., Zennaro, I., Finco, S., & Battini, D. (2019). Healthcare supply chain simulation with disruption considerations: A case study from Northern Italy. Global Journal of Flexible Systems Management, 20(Suppl 1), 81–102. https://doi.org/10.1007/s40171-019-00223-8
  • Amewu, S., Asante, S., Pauw, K., & Thurlow, J. (2020). The economic costs of COVID-19 in sub-saharan Africa: Insights from a simulation exercise for Ghana. European Journal of Development Research, 32(5), 1353–1378. https://doi.org/10.1057/s41287-020-00332-6
  • Amoako, T., Huai Sheng, Z., Dogbe, C. S. K., & Pomegbe, W. W. K. (2022). Effect of internal integration on SMEs’ performance: The role of external integration and ICT. International Journal of Productivity and Performance Management, 71(2), 643–665. https://doi.org/10.1108/IJPPM-03-2020-0120
  • Amoako, T., Sheng, Z. H., Dogbe, C. S. K., & Pomegbe, W. W. K. (2022). Assessing the moderation role of ICT in the relationship between supply chain integration and SME performance. Journal of Industrial Integration and Management, 7(2), 203–233. https://doi.org/10.1142/S2424862221500160
  • Anton, S. G., & Nucu, A. E. A. (2020). Enterprise risk management: A literature review and agenda for future research. Journal of Risk and Financial Management, 13(11), 281. https://doi.org/10.3390/jrfm13110281
  • Anyanwu, J. C., & Salami, A. O. (2021). The impact of COVID‐19 on African economies: An introduction. African Development Review, 33(Suppl 1), S1. https://doi.org/10.1111/1467-8268.12531
  • Asafo-Adjei, E., Hamidu, Z., Issau, K., Seidu, B. A., & Adam, A. M. (2023). The dark and bright side of network complexity: Novel insights from an asymmetric supply chain recovery and disruption approach. Cogent Business & Management, 10(2), 2225808. https://doi.org/10.1080/23311975.2023.2225808
  • Ataguba, J. E. (2020). COVID-19 pandemic, a war to be won: Understanding its economic implications for Africa. Applied Health Economics and Health Policy, 18(3), 325–328. https://doi.org/10.1007/s40258-020-00580-x
  • Bamfo, B. A., Dogbe, C. S. K., Mingle, H., & Wright, L. T. (2018). Abusive customer behaviour and frontline employee turnover intentions in the banking industry: The mediating role of employee satisfaction. Cogent Business & Management, 5(1), 1522753. https://doi.org/10.1080/23311975.2018.1522753
  • Bastas, A., & Liyanage, K. (2018). Sustainable supply chain quality management: A systematic review. Journal of Cleaner Production, 181, 726–744. https://doi.org/10.1016/j.jclepro.2018.01.110
  • Borah, P. S., Dogbe, C. S. K., Dzandu, M. D., & Pomegbe, W. W. K. (2023). Forging organizational resilience through green value co‐creation: The role of green technology, green operations, and green transaction capabilities. Business Strategy and the Environment. https://doi.org/10.1002/bse.3446
  • Breen, L. (2008). A preliminary examination of risk in the Pharmaceutical Supply Chain (PSC) in the National Health Service (NHS). http://bradscholars.brad.ac.uk/handle/10454/7206
  • Burns, T., & Stalker, G. M. (1961). The management of Innovation. Tavistock Publishing.
  • Chapman, P., Christopher, M., Jüttner, U., Peck, H., & Wilding, R. (2002). Identifying and managing supply chain vulnerability. Logistics and Transport Focus, 4(4), 1–6.
  • Dolgui, A., & Ivanov, D. (2021). Ripple effect and supply chain disruption management: New trends and research directions. International Journal of Production Research, 59(1), 102–109. https://doi.org/10.1080/00207543.2021.1840148
  • Duong, N. H., Ha, Q. A., & Tan, A. W. K. (2021). The links between supply chain risk management practices, supply chain integration and supply chain performance in Southern Vietnam: A moderation effect of supply chain social sustainability. Cogent Business & Management, 8(1), 1999556. https://doi.org/10.1080/23311975.2021
  • Dzigbede, K. D., & Pathak, R. (2020). COVID-19 economic shocks and fiscal policy options for Ghana. Journal of Public Budgeting, Accounting & Financial Management, 32(5), 903–917. https://doi.org/10.1108/JPBAFM-07-2020-0127
  • 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. https://doi.org/10.1108/IJPDLM-01-2017-0043
  • Fathollahi-Fard, A. M., Ahmadi, A., & Karimi, B. (2021). Multi-objective optimization of home healthcare with working-time balancing and care continuity. Sustainability, 13(22), 12431. https://doi.org/10.3390/su132212431
  • Fathollahi-Fard, A. M., Ahmadi, A., & Karimi, B. (2022). Sustainable and robust home healthcare logistics: A response to the COVID-19 pandemic. Symmetry, 14(2), 193. https://doi.org/10.3390/sym14020193
  • Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18(1), 39–50. https://doi.org/10.1177/002224378101800104
  • Goodarzian, F., Ghasemi, P., Gunasekaren, A., Taleizadeh, A. A., & Abraham, A. (2021). A sustainable-resilience healthcare network for handling COVID-19 pandemic. Annals of Operations Research, 312(2), 1–65. https://doi.org/10.1007/s10479-021-04238-2
  • Goodarzian, F., Navaei, A., Ehsani, B., Ghasemi, P., & Muñuzuri, J. (2022). Designing an integrated responsive-green-cold vaccine supply chain network using internet-of-things: Artificial intelligence-based solutions. Annals of Operations Research, 328(1), 1–45. https://doi.org/10.1007/s10479-022-04713-4
  • Goodarzian, F., Taleizadeh, A. A., Ghasemi, P., & Abraham, A. (2021). An integrated sustainable medical supply chain network during COVID-19. Engineering Applications of Artificial Intelligence, 100, 104188. https://doi.org/10.1016/j.engappai.2021.104188
  • Gordon, A. L., Goodman, C., Achterberg, W., Barker, R. O., Burns, E., Hanratty, B., & Spilsbury, K. (2020). Commentary: COVID in care homes—challenges and dilemmas in healthcare delivery. Age and Ageing, 49(5), 701–705. https://doi.org/10.1093/ageing/afaa113
  • 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 & Transportation Review, 138, 101967. https://doi.org/10.1016/j.tre.2020.101967
  • Gupta, V., & Ivanov, D. (2020). Dual sourcing under supply disruption with risk-averse suppliers in the sharing economy. International Journal of Production Research, 58(1), 291–307. https://doi.org/10.1080/00207543.2019.1686189
  • Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2010). Multivariate data analysis: A global perspective (7th ed.). Pearson Education, Inc.
  • Haleem, F., Farooq, S., Wæhrens, B. V., & Boer, H. (2018). Offshoring experience and performance: The role of realized drivers and risk management. Supply Chain Management: An International Journal, 23(6), 531–544. https://doi.org/10.1108/SCM-02-2018-0074
  • Haque, M., & Islam, R. (2013). Effects of supply chain management practices on customer satisfaction: Evidence from pharmaceutical industry of Bangladesh. Global Business & Management Research, 5(2/3), 120.
  • Haque, M. Z., Islam, M. S., Deb, S. K., & Islam, M. R. (2022). Strategic value of Online Social Networks (OSNs) in supply chain networks during COVID-19. Cogent Business & Management, 9(1), 2148336. https://doi.org/10.1080/23311975.2022.2148336
  • Hashemi, S. M., Handayanto, E., Masudin, I., Zulfikarijah, F., & Jihadi, M. (2022). The effect of supply chain integration, management commitment and supply chain challenges on non-profit organizations performance: Empirical evidence from Afghanistan. Cogent Business & Management, 9(1), 2143008. https://doi.org/10.1080/23311975.2022.2143008
  • Hebbar, P. B., Sudha, A., Dsouza, V., Chilgod, L., & Amin, A. (2020). Healthcare delivery in India amid the COVID-19 pandemic: Challenges and opportunities. Indian Journal of Medical Ethics, 5(3), 215–218. https://doi.org/10.20529/IJME.2020.064
  • Ho, W., Zheng, T., Yildiz, H., & Talluri, S. (2015). Supply chain risk management: a literature review. International Journal of Production Research, 53(16), 5031–5069. https://doi.org/10.1080/00207543.2015.1030467
  • Iddris, F., Dogbe, C. S. K., & Kparl, E. M. (2022). Transformational leadership, employee self-efficacy, employee innovativeness, customer-centricity, and organizational competitiveness among insurance firms. International Journal of Innovation Science. https://doi.org/10.1108/IJIS-05-2022-0092
  • Iqbal, M. J., Geer, M. I., & Dar, P. A. (2017). Medicines management in hospitals: A supply chain perspective. Systematic Reviews in Pharmacy, 8(1), 80. https://doi.org/10.5530/srp.2017.1.14
  • Jiang, P., Klemeš, J. J., Fan, Y. V., Fu, X., & Bee, Y. M. (2021). More is not enough: A deeper understanding of the COVID-19 impacts on healthcare, energy and environment is crucial. International Journal of Environmental Research and Public Health, 18(2), 684. https://doi.org/10.3390/ijerph18020684
  • Jifar, W. W., Geneti, G. B., & Dinssa, S. D. (2022). The impact of COVID-19 on pharmaceutical shortages and supply disruptions for non-communicable diseases among public hospitals of South West, Oromia, Ethiopia. Journal of Multidisciplinary Healthcare, 15, 1933–1943. https://doi.org/10.2147/JMDH.S377319
  • Kaftan, V., Kandalov, W., Molodtsov, I., Sherstobitova, A., & Strielkowski, W. (2023). Socio-economic stability and sustainable development in the post-COVID era: Lessons for the business and economic leaders. Sustainability, 15(4), 2876. https://doi.org/10.3390/su15042876
  • Kamalahmadi, M., Shekarian, M., & Mellat Parast, M. (2021). The impact of flexibility and redundancy on improving supply chain resilience to disruptions. International Journal of Production Research, 60(6), 1–29. https://doi.org/10.1080/00207543.2021.1883759
  • Kanyoma, K. E., Khomba, J. K., Sankhulani, E. J., & Hanif, R. (2013). Sourcing strategy and supply chain risk management in the healthcare sector: A case study of malawi’s public healthcare delivery supply chain. Journal of Management & Strategy, 4(3), 16. https://doi.org/10.5430/jms.v4n3p16
  • Kauppi, K., Longoni, A., Caniato, F., & Kuula, M. (2016). Managing country disruption risks and improving operational performance: Risk management along integrated supply chains. International Journal of Production Economics, 182, 484–495. https://doi.org/10.1016/j.ijpe.2016.10.006
  • Kaye, A. D., Okeagu, C. N., Pham, A. D., Silva, R. A., Hurley, J. J., Arron, B. L., Sarfraz, N., Lee, H. N., Ghali, G. E., Gamble, J. W., Liu, H., Urman, R. D., & Cornett, E. M. (2021). Economic impact of COVID-19 pandemic on healthcare facilities and systems: International perspectives. Best Practice & Research Clinical Anaesthesiology, 35(3), 293–306. https://doi.org/10.1016/j.bpa.2020.11.009
  • Khorasani, S. T., Cross, J., & Maghazei, O. (2020). Lean supply chain management in healthcare: A systematic review and meta-study. International Journal of Lean Six Sigma, 11(1), 1–34. https://doi.org/10.1108/IJLSS-07-2018-0069
  • Macdonald, J. R., Zobel, C. W., Melnyk, S. A., & Griffis, S. E. (2018). Supply chain risk and resilience: Theory building through structured experiments and simulation. International Journal of Production Research, 56(12), 4337–4355. https://doi.org/10.1080/00207543.2017.1421787
  • Manhart, P., Summers, J. K., & Blackhurst, J. (2020). A meta‐analytic review of supply chain risk management: Assessing buffering and bridging strategies and firm performance. The Journal of Supply Chain Management, 56(3), 66–87. https://doi.org/10.1111/jscm.12219
  • Mawonde, D., Samuel, B., Nyoni, J., & Muzenda, A. C. (2023). The effect of supply chain resilient strategies on operational performance of humanitarian organisations in Zimbabwe during the coronavirus period. Cogent Business & Management, 10(2), 2246741. https://doi.org/10.1080/23311975.2023.2246741
  • McShane, M. K., Nair, A., & Rustambekov, E. (2011). Does enterprise risk management increase firm value? Journal of Accounting, Auditing & Finance, 26(4), 641–658. https://doi.org/10.1177/0148558X11409160
  • Nazam, M., Hashim, M., Ahmad Baig, S., Abrar, M., Ur Rehman, H., Nazim, M., Raza, A., & Tan, A. W. K. (2020). Categorizing the barriers in adopting sustainable supply chain initiatives: A way-forward towards business excellence. Cogent Business & Management, 7(1), 1825042. https://doi.org/10.1080/23311975.2020.1825042
  • Ngoc, P. T. B., Huya, D. T. N., & Nhung, P. T. H. (2021). Healthcare policy for patients with chronic heart failures at Nam Dinh General hospital in Vietnam. Journal of Pharmaceutical Research International, 33(40B), 292–299. https://doi.org/10.9734/jpri/2021/v33i40B32290
  • Ngoc, P. T. B., Huy, D. T. N., Binh, V. T., Nhung, P. T. H., & Hoang, N. H. (2021). Extra analysis of health care policy for patients with corona virus during COVID-19 and with chronic heart failures and roles of nurses at hospitals in Vietnam. Journal of Pharmaceutical Research International, 33(47), 358–368. https://doi.org/10.9734/jpri/2021/v33i47A33021
  • Okereke, M., Ukor, N. A., Adebisi, Y. A., Ogunkola, I. O., Favour Iyagbaye, E., Adiela Owhor, G., & Lucero‐Prisno, D. E., III. (2021). Impact of COVID‐19 on access to healthcare in low‐and middle‐income countries: Current evidence and future recommendations. The International Journal of Health Planning and Management, 36(1), 13–17. https://doi.org/10.1002/hpm.3067
  • Panova, Y., & Hilletofth, P. (2018). Managing supply chain risks and delays in construction project. Industrial Management & Data Systems, 118(7), 1413–1431. https://doi.org/10.1108/IMDS-09-2017-0422
  • Pilbeam, C., Wilding, R., Wagner, B., Alvarez, G., & Wilson, H. (2012). The governance of supply networks: A systematic literature review. Supply Chain Management: An International Journal, 17(4), 358–376. https://doi.org/10.1108/13598541211246512
  • Rasheed, R., Rizwan, A., Javed, H., Sharif, F., & Zaidi, A. (2021). Socio-economic and environmental impacts of COVID-19 pandemic in Pakistan—an integrated analysis. Environmental Science and Pollution Research, 28(16), 19926–19943. https://doi.org/10.1007/s11356-020-12070-7
  • Richardson, R., Quinet, G., & Kitajima, U. (2021). Supply chain risk as a barrier to trade: A concise exploration. International Management Review, 17(2), 48–146.
  • Senna, P., Reis, A. D. C., Leão Santos, I., & Dias, A. C. (2022). Healthcare supply chain risk management in Rio de Janeiro, Brazil: What is the current situation? Work, 72(2), 511–527. https://doi.org/10.3233/WOR-205216
  • Senna, P., Reis, A., Santos, I. L., Dias, A. C., & Coelho, O. (2020). A systematic literature review on supply chain risk management: Is healthcare management a forsaken research field? Benchmarking: An International Journal, 28(3), 926–956. https://doi.org/10.1108/BIJ-05-2020-0266
  • Shenoi, V. V., Dath, T. S. & Rajendran, C.(2021). Supply chain risk management in Indian manufacturing industries: an empirical study and a fuzzy approach. Supply Chain Management in Manufacturing and Service Systems: Advanced Analytics for Smarter Decisions. In S. Srinivas. (Ed.), Supply Chain Management in Manufacturing and Service Systems, International Series in Operations Research & Management Science (Vol. 304, pp. 107–145). Springer. https://doi.org/10.1007/978-3-030-69265-0_4
  • Sibevei, A., Azar, A., Zandieh, M., Khalili, S. M., & Yazdani, M. (2022). Developing a risk reduction support system for health system in Iran: A case study in blood supply chain management. International Journal of Environmental Research and Public Health, 19(4), 2139. https://doi.org/10.3390/ijerph19042139
  • Singh, A., & Parida, R. (2022). Decision-making models for healthcare supply chain disruptions: Review and insights for post-pandemic era. International Journal of Global Business and Competitiveness, 17(2), 130–141. https://doi.org/10.1007/s42943-021-00045-5
  • Sodhi, M. S., Son, B. G., & Tang, C. S. (2012). Researchers’ perspectives on supply chain risk management. Production and Operations Management, 21(1), 1–13. https://doi.org/10.1111/j.1937-5956.2011.01251.x
  • Sodhi, M. S., & Tang, C. S. (2021). Supply chain management for extreme conditions: Research opportunities. The Journal of Supply Chain Management, 57(1), 7–16. https://doi.org/10.1111/jscm.12255
  • Sreedevi, R., & Saranga, H. (2017). Uncertainty and supply chain risk: The moderating role of supply chain flexibility in risk mitigation. International Journal of Production Economics, 193, 332–342. https://doi.org/10.1016/j.ijpe.2017.07.024
  • Tang, O., & Musa, S. N. (2011). Identifying risk issues and research advancements in supply chain risk management. International Journal of Production Economics, 133(1), 25–34. https://doi.org/10.1016/j.ijpe.2010.06.013
  • Vishnu, C. R., Sridharan, R., & Kumar, P. R. (2019). Supply chain risk management: Models and methodss. International Journal of Management & Decision Making, 18(1), 31–75. https://doi.org/10.1504/IJMDM.2019.096689
  • Wiengarten, F., Humphreys, P., Gimenez, C., & McIvor, R. (2016). Risk, risk management practices, and the success of supply chain integration. International Journal of Production Economics, 171, 361–370. https://doi.org/10.1016/j.ijpe.2015.03.020
  • Yu, Z., Razzaq, A., Rehman, A., Shah, A., Jameel, K., & Mor, R. S. (2021). Disruption in global supply chain and socio-economic shocks: A lesson from COVID-19 for sustainable production and consumption. Operations Management Research, 15(1–2), 1–16. https://doi.org/10.1007/s12063-021-00179-y