Clottey, T. and Grawe, S. (2014), “Non-response bias assessment in logistics survey research: use fewer tests?”, International Journal of Physical Distribution and Logistics Management, Vol. 44 No. 5, pp. 412-426, doi: 10.1108/jijpdlm-10-2012-0314. Clottey, T. and Grawe, S. (2014), "Non-response bias assessment in logistics survey research: use fewer tests?", International Journal of Physical Distribution and Logistics Management, Vol. 44 No. 5, pp.
Das, K. and Lashkari, R.S. (2015), “Risk readiness and resiliency planning for a supply chain”, International Journal of Production Research, Vol. 53 No. 2, pp. 6752-6771, doi: 10.1080/ 00207543.2015.1057624. Das, K. and Lashkari, R.S. (2015), "Risk readiness and resiliency planning for a supply chain", International Journal of Production Research, Vol. 53 No. 2, pp.
Daugherty, P.J., Richey, R.G., Roath, A.S., Min, S., Chen, H., Arndt, A.D. and Genchev, S.E. (2006), “Is collaboration paying off for firms?”, Business Horizons, Vol. 49 No. 1, pp. 61-70, doi: 10.1016/j. bushor.2005.06.002. Daugherty, P.J., Richey, R.G., Roath, A.S., Min, S., Chen, H., Arndt, A.D. and Genchev, S.E. (2006), "Is collaboration paying off for firms?", Business Horizons, Vol. 49 No. 1, pp.
Davis, D.F., Davis-Sramek, B., Golicic, S.L. and McCarthy-Byrne, T.M. (2019), “Constrained choice in supply chain relationships: the effects of regulatory institutions”, International Journal of Logistics Management, Vol. 30 No. 4, pp. 1101-1123, doi: 10.1108/ijlm-01-2019-0030. Davis, D.F., Davis-Sramek, B., Golicic, S.L. and McCarthy-Byrne, T.M. (2019), "Constrained choice in supply chain relationships: the effects of regulatory institutions", International Journal of Logistics Management, Vol. 30 No. 4, pp. 1101-1123, doi: 10.1108/ijlm-01-2019-0030。
Desai, P.S., Koenigsberg, O. and Purohit, D. (2010), “Forward buying by retailers”, Journal of Marketing Research, Vol. 47 No. 1, pp. 90-102, doi: 10.1509/jmkr.47.1.90. Desai, P.S., Koenigsberg, O. and Purohit, D. (2010),「零售商的前向購買」,《行銷研究期刊》,第 47 卷第 1 期,第 90-102 頁,doi:10.1509/jmkr.47.1.90。
Dohale, V., Verma, P., Gunasekaran, A. and Ambilkar, P. (2023), “COVID-19 and supply chain risk mitigation: a case study from India”, The International Journal of Logistics Management, Vol. 34 No. 2, pp. 417-442, doi: 10.1108/ijlm-04-2021-0197. Dohale, V., Verma, P., Gunasekaran, A. and Ambilkar, P. (2023), "COVID-19 and supply chain risk mitigation: a case study from India", The International Journal of Logistics Management, Vol. 34 No. 2, pp.
Donnelly, R. and Farina, M.P. (2021), “How do state policies shape experiences of household income shocks and mental health during the COVID-19 pandemic?”, Social Science and Medicine, Vol. 269, 113557, doi: 10.1016/j.socscimed.2020.113557. Donnelly, R. and Farina, M.P. (2021),「在 COVID-19 大流行期間,國家政策如何塑造家庭收入衝擊與心理健康的經驗? 」,《社會科學與醫學》,第 269 卷,113557,doi: 10.1016/j.socscimed.2020.113557。
Dovbischuk, I. (2022), “Innovation-oriented dynamic capabilities of logistics service providers, dynamic resilience and firm performance during the COVID-19 pandemic”, International Journal of Logistics Management, Vol. 33 No. 2, pp. 499-519, doi: 10.1108/ijlm-01-2021-0059. Dovbischuk, I. (2022),《COVID-19 大流行期間物流服務供應商的創新導向動態能力、動態復原力和公司績效》,《國際物流管理期刊》,第 33 卷第 2 期,第 499-519 頁,doi: 10.1108/ijlm-01-2021-0059。
Dyer, J.H. and Singh, H. (1998), “The relational view: cooperative strategy and sources of interorganizational competitive advantage”, The Academy of Management Review, Vol. 23 No. 4, pp. 660-679, doi: 10.5465/amr.1998.1255632. Dyer, J.H. and Singh, H. (1998), "The relational view: cooperative strategy and sources of interorganizational competitive advantage", The Academy of Management Review, Vol. 23 No. 4, pp.
El Baz, J. and 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, Vol. 233, 107972, doi: 10.1016/j.jipe.2020.107972. El Baz, J. and Ruel, S. (2021), "Can supply chain risk management practices mitigate the disruption impacts on supply chains' resilience and robustness?COVID-19 爆發時代的實證調查證據」,《國際生產經濟學期刊》,第 233 卷,107972,doi:10.1016/j.jipe.2020.107972。
Fawcett, S.E., Magnan, G.M. and McCarter, M.W. (2008), “A three stage implementation model for supply chain collaboration”, Journal of Business Logistics, Vol. 29 No. 1, pp. 93-112, doi: 10.1002/ j.2158-1592.2008.tb00070.x. Fawcett, S.E., Magnan, G.M. and McCarter, M.W. (2008), "A three stage implementation model for supply chain collaboration", Journal of Business Logistics, Vol. 29 No. 1, pp.
Firouz, M., Keskin, B.B. and Melouk, S.H. (2017), “An integrated supplier selection and inventory problem with multi-sourcing and lateral transshipments”, Omega, Vol. 70, pp. 77-93, doi: 10. 1016/j.omega.2016.09.003. Firouz, M., Keskin, B.B. and Melouk, S.H. (2017), "An integrated supplier selection and inventory problem with multi-sourcing and lateral transshipments", Omega, Vol. 70, pp.
Gakpo, M.D.Y. (2021), “Operational risk management systems implementation in Ghanaian banks: the critical success factors”, International Journal of Sciences: Basic and Applied Research, Vol. 55, pp. 59-70. Gakpo,M.D.Y.(2021年),「加纳银行实施操作风险管理系统:关键成功因素」,《国际科学杂志》:基礎與應用研究》,第 55 卷,第 59-70 頁。
Gunessee, S. and Subramanian, N. (2020), “Ambiguity and its coping mechanisms in supply chains lessons from the Covid-19 pandemic and natural disasters”, International Journal of Operations and Production Management, Vol. 40 Nos 7/8, pp. 1201-1223, doi: 10.1108/ijopm-07-2019-0530. Gunessee, S. and Subramanian, N. (2020),「Ambiguity and its coping mechanisms in supply chains lessons from the Covid-19 pandemic and natural disasters」,International Journal of Operations and Production Management,Vol. 40 Nos 7/8,pp. 1201-1223,doi: 10.1108/ijopm-07-2019-0530。
Gupta, S., Nguyen, T., Raman, S., Lee, B., Lozano-Rojas, F., Bento, A., Simon, K. and Wing, C. (2021), “Tracking public and private responses to the COVID-19 epidemic: evidence from state and local government actions”, American Journal of Health Economics, Vol. 7 No. 4, pp. 361-404, doi: 10.1086/716197. Gupta,S.、Nguyen,T.、Raman,S.、Lee,B.、Lozano-Rojas,F.、Bento,A.、Simon,K. 和 Wing,C. (2021),「追蹤 COVID-19 流行病的公共和私人反應:來自州和地方政府行動的證據」,《美國健康經濟學期刊》,第 7 卷第 4 期,第 361-404 頁,doi:10.1086/716197。
Handfield, R.B., Graham, G. and Burns, L. (2020), “Corona virus, tariffs, trade wars and supply chain evolutionary design”, International Journal of Operations and Production Management, Vol. 40 No. 10, pp. 1649-1660, doi: 10.1108/ijopm-03-2020-0171. Handfield, R.B., Graham, G. and Burns, L. (2020), "Corona virus, tariffs, trade wars and supply chain evolutionary design", International Journal of Operations and Production Management, Vol. 40 No. 10, pp.
Hilletofth, P., Eriksson, D., Tate, W. and Kinkel, S. (2019), “Right-shoring: making resilient offshoring and reshoring decisions”, Journal of Purchasing and Supply Management, Vol. 25 No. 3, 100540, doi: 10.1016/j.pursup.2019.100540. Hilletofth, P., Eriksson, D., Tate, W. and Kinkel, S. (2019), "Right-shoring: Making resilient offshoring and reshoring decisions", Journal of Purchasing and Supply Management, Vol. 25 No. 3, 100540, doi: 10.1016/j.pursup.2019.100540.
Hinton, P.R., McMurray, I. and Brownlow, C. (2014), SPSS Explained, 2nd ed., Routledge/Taylor & Francis Group, Milton Park, Oxfordshire.
Hohenstein, N.O. (2022), “Supply chain risk management in the COVID-19 pandemic: strategies and empirical lessons for improving global logistics service providers’ performance”, The International Journal of Logistics Management, Vol. 33 No. 4, pp. 1336-1365, doi: 10.1108/ijlm-02-2021-0109. Hohenstein, N.O. (2022),「COVID-19大流行病中的供應鏈風險管理:提高全球物流服務供應商績效的策略和經驗教訓」,《國際物流管理雜誌》,第33卷第4期,第1336-1365頁,doi: 10.1108/ijlm-02-2021-0109。
Hossain, M.R., Akhter, F. and Sultana, M.M. (2022), “SMEs in COVID-19 crisis and combating strategies: a systematic literature review (SLR) and A case from emerging economy”, Operations Research Perspectives, Vol. 9, 100222, doi: 10.1016/j.orp.2022.100222. Hossain, M.R., Akhter, F. and Sultana, M.M. (2022), "SMEs in COVID-19 crisis and combating strategies: a systematic literature review (SLR) and A case from emerging economy", Operations Research Perspectives, Vol. 9, 100222, doi: 10.1016/j.orp.2022.100222.
Ivanov, D. (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, Vol. 136, pp. 1-14, doi: 10. 1016/j.tre.2020.101922. Ivanov, D. (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, Vol. 136, pp:136, pp. 1-14, doi: 10. 1016/j.tre.2020.101922.
Ivanov, D. and Dolgui, A. (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, Vol. 232, 107921, doi: 10.1016/j.ijpe.2020.107921. Ivanov, D. and Dolgui, A. (2021),「在 COVID-19 大流行期間應對供應鏈漣漪效應的 OR 方法:管理洞察力與研究意義」,《國際生產經濟學期刊》,第 232 卷,107921,doi: 10.1016/j.ijpe.2020.107921。
Jahani, H., Abbasi, B., Alavifard, F. and Talluri, S. (2018), “Supply chain network redesign with demand and price uncertainty”, International Journal of Production Economics, Vol. 205, pp. 287-312, doi: 10.1016/j.ijpe.2018.08.022. Jahani, H., Abbasi, B., Alavifard, F. and Talluri, S. (2018),「具有需求和價格不確定性的供應鏈網路再設計」,《國際生產經濟學期刊》,第 205 卷,第 287-312 頁,doi:10.1016/j.ijpe.2018.08.022。
Jones, J.M. (2022), “America’s 5 most average states”, Objective Lists, available at: https:// objectivelists.com/2022/12/26/the-most-average-states-in-the-usa/ Jones, J.M. (2022),「美國最平均的 5 個州」,Objective Lists,網址:https:// objectivelists.com/2022/12/26/the-most-average-state-in-the-USA/。
Khan, O., Huth, M., Zsidisin, G.A. and Henke, M. (2022), “Supply chain resilience: Re-conceptualizing supply chain risk management in a post-pandemic world”, in Springer Series in Supply Chain Management, Springer, New York, NY, Vol. 21. Khan, O., Huth, M., Zsidisin, G.A. and Henke, M. (2022),"Supply chain resilience:Re-conceptualizing supply chain risk management in a post-pandemic world", in Springer Series in Supply Chain Management, Springer, New York, NY, Vol. 21.
Khan, S.A.R., Piprani, A.Z. and Yu, Z. (2023), “Supply chain analytics and post-pandemic performance: mediating role of triple-A supply chain strategies”, International Journal of Emerging Markets, Vol. 18 No. 6, pp. 1330-1354, doi: 10.1108/ijoem-11-2021-1744. Khan, S.A.R., Piprani, A.Z. and Yu, Z. (2023),「Supply chain analytics and post-pandemic performance: mediating role of triple-A supply chain strategies」,International Journal of Emerging Markets,Vol. 18 No. 6,pp. 1330-1354,doi: 10.1108/ijoem-11-2021-1744。
Krajewski, P. (2021), Public Support Incurred in Connection with the Pandemic - Comparison of Poland with the Largest EU Economies, Office of Analysis, Documentation and Correspondence, Chancellery of the Senate, Warsaw. Krajewski, P. (2021),《與大流行病有關的公共支援 - 波蘭與歐盟最大經濟體的比較》,分析、文件和通信辦公室,參議院辦公室,華沙。
Kumar, M.S., Raut, R.D., Narwane, V.S. and Narkhede, B.E. (2020), “Applications of industry 4.0 to overcome the COVID-19 operational challenges”, Diabetes and Metabolic Syndrome: Clinical Research and Reviews, Vol. 14 No. 5, pp. 1283-1289, doi: 10.1016/j.dsx.2020.07.010. Kumar, M.S., Raut, R.D., Narwane, V.S. and Narkhede, B.E. (2020),「應用工業 4.0 克服 COVID-19 的營運挑戰」,《糖尿病與代謝綜合症》:14 No. 5, pp. 1283-1289, doi: 10.1016/j.dsx.2020.07.010.
Kumar, P., Singh, R.K. and Shahgholian, A. (2022), “Learnings from COVID-19 for managing humanitarian supply chains: systematic literature review and future research directions”, Annals of Operations Research, Vol. 319 No. 1, pp. 1-37, doi: 10.1007/s10479-022-04753-w. Kumar, P., Singh, R.K. and Shahgholian, A. (2022), "Learnings from COVID-19 for managing humanitarian supply chains: systematic literature review and future research directions", Annals of Operations Research, Vol. 319 No. 1, pp.
Lee, H.L., Padmanabhan, V. and Whang, S. (1997), “Information distortion in a supply chain: the bullwhip effect”, Management Science, Vol. 43 No. 4, pp. 546-558. Lee, H.L., Padmanabhan, V. and Whang, S. (1997), "Information distortion in a supply chain: the bullwhip effect", Management Science, Vol. 43 No. 4, pp.
Leite, H., Lindsay, C. and Kumar, M. (2020), “COVID-19 outbreak: implications on healthcare operations”, The TQM Journal, Vol. 33 No. 1, pp. 247-256, doi: 10.1108/tqm-05-2020-0111. Leite, H., Lindsay, C. and Kumar, M. (2020),「COVID-19 爆發:對醫療保健營運的影響」,《品質管理期刊》,第 33 卷第 1 期,第 247-256 頁,doi: 10.1108/tqm-05-2020-0111。
Lorié, J. and Ciobica, I. (2021), “COVID-19 government support reinforces zombification”, Journal of Risk Management in Financial Institutions, Vol. 14 No. 4, pp. 345-354. Lorié, J. and Ciobica, I. (2021),「COVID-19 政府支援強化殭屍化」,《金融機構風險管理期刊》,第 14 卷第 4 期,第 345-354 頁。
Min, S., Roath, A.S., Daugherty, P.J., Genchev, S.E., Chen, H., Arndt, A.D. and Richey, G.R. (2005), “Supply chain collaboration: what’s happening?”, International Journal of Logistics Management, Vol. 16 No. 2, pp. 237-256, doi: 10.1108/09574090510634539. Min, S., Roath, A.S., Daugherty, P.J., Genchev, S.E., Chen, H., Arndt, A.D. and Richey, G.R. (2005), "Supply chain collaboration: what's happening?", International Journal of Logistics Management, Vol. 16 No. 2, pp.
Moharana, H.S., Murty, J.S., Senapati, S.K. and Khuntia, K. (2012), “Coordination, collaboration and integration for supply chain management”, International Journal of Interscience Management Review, Vol. 2 No. 2, pp. 46-50. Moharana, H.S., Murty, J.S., Senapati, S.K. and Khuntia, K. (2012), "Coordination, collaboration and integration for supply chain management", International Journal of Interscience Management Review, Vol. 2 No. 2, pp.
Moktadir, M.A., Paul, S.K., Kumar, A., Luthra, S., Ali, S.M. and Sultana, R. (2023), “Strategic drivers to overcome the impacts of the COVID-19 pandemic: implications for ensuring resilience in supply chains”, Operations Management Research, Vol. 16 No. 1, pp. 466-488, doi: 10.1007/s12063-022-00301-8. Moktadir,M.A.、Paul,S.K.、Kumar,A.、Luthra,S.、Ali,S.M. 和 Sultana,R. (2023),「克服 COVID-19 大流行影響的戰略驅動力:對確保供應鏈復原能力的影響」,《運營管理研究》,第 16 卷第 1 期,第 466-488 頁,doi:10.1007/s12063-022-00301-8。
Naz, F., Kumar, A., Majumdar, A. and Agrawal, R. (2022), “Is artificial intelligence an enabler of supply chain resiliency post-COVID-19? An exploratory state-of-the-art review for future research”, Operations Management Research, Vol. 15 Nos 1-2, pp. 378-398, doi: 10.1007/s12063-021-00208-w. Naz, F., Kumar, A., Majumdar, A. and Agrawal, R. (2022), "Is artificial intelligence an enabler of supply chain resiliency post-COVID-19?15 Nos 1-2, pp. 378-398, doi: 10.1007/s12063-021-00208-w。
Norrman, A. and Jansson, U. (2004), “Ericsson’s proactive supply chain risk management approach after a serious sub-supplier accident”, International Journal of Physical Distribution and Logistics Management, Vol. 34 No. 5, pp. 434-456, doi: 10.1108/09600030410545463. Norrman, A. and Jansson, U. (2004), "Ericsson's proactive supply chain risk management approach after a serious sub-supplier accident", International Journal of Physical Distribution and Logistics Management, Vol. 34 No. 5, pp.
Ozdemir, D., Sharma, M., Dhir, A. and Daim, T. (2022), “Supply chain resilience during the COVID-19 pandemic”, Technology in Society, Vol. 68, 101847, doi: 10.1016/j.techsoc.2021.101847. Ozdemir, D., Sharma, M., Dhir, A. and Daim, T. (2022),「COVID-19 大流行期間的供應鏈復原能力」,《社會科技》,第 68 卷,101847,doi: 10.1016/j.techsoc.2021.101847。
Paul, S.K., Chowdhury, P., Moktadir, M.A. and Lau, K.H. (2021), “Supply chain recovery challenges in the wake of COVID-19 pandemic”, Journal of Business Research, Vol. 136, pp. 316-329, doi: 10. 1016/j.jbusres.2021.07.056. Paul, S.K., Chowdhury, P., Moktadir, M.A. and Lau, K.H. (2021),「COVID-19大流行之後的供應鏈恢復挑戰」,《商業研究期刊》,第136卷,第316-329頁,doi: 10. 1016/j.jbusres.2021.07.056。
Petersen, K.J., Handfield, R.B. and Ragatz, G.L. (2005), “Supplier integration into new product development: coordinating product, process and supply chain design”, Journal of Operations Management, Vol. 23 Nos 3-4, pp. 371-388, doi: 10.1016/j.jom.2004.07.009. Petersen, K.J., Handfield, R.B. and Ragatz, G.L. (2005), "Supplier integration into new product development: coordinating product, process and supply chain design", Journal of Operations Management, Vol. 23 Nos 3-4, pp.
Pettit, TJ.J, Fiksel, J. and Croxton, K.L. (2010), “Ensuring supply chain resilience: development of a conceptual framework”, Journal of Business Logistics, Vol. 31 No. 1, pp. 1-21, doi: 10.1002/j. 2158-1592.2010.tb00125.x. Pettit, TJ.J, Fiksel, J. and Croxton, K.L. (2010), "Ensuring supply chain resilience: development of a conceptual framework", Journal of Business Logistics, Vol. 31 No. 1, pp.2158-1592.2010.tb00125.x.
Pettit, TJ., Croxton, K.L. and Fiksel, J. (2019), “The evolution of resilience in supply chain management: a retrospective on ensuring supply chain resilience”, Journal of Business Logistics, Vol. 40 No. 1, pp. 56-65, doi: 10.1111/jbl.12202. Pettit, TJ., Croxton, K.L. and Fiksel, J. (2019), "The evolution of resilience in supply chain management: a retrospective on ensuring supply chain resilience", Journal of Business Logistics, Vol. 40 No. 1, pp. 56-65, doi: 10.1111/jbl.12202。
Power, D.J., Heavin, C., McDermott, J. and Daly, M. (2018), “Defining business analytics: an empirical approach”,Journal of Business Analytics, Vol. 1 No. 1, pp. 40-53, doi: 10.1080/2573234x.2018.1507605. Power, D.J., Heavin, C., McDermott, J. and Daly, M. (2018), "Defining Business Analytics: an empirical approach",Journal of Business Analytics, Vol. 1 No. 1, pp.
Raj, A., Mukherjee, A.A., de Sousa Jabbour, A.B.L. and Srivastava, S.K. (2022), “Supply chain management during and post-COVID-19 pandemic: mitigation strategies and practical lessons learned”, Journal of Business Research, Vol. 142, pp. 1125-1139, doi: 10.1016/j.jbusres.2022.01.037. Raj, A., Mukherjee, A.A., de Sousa Jabbour, A.B.L. and Srivastava, S.K. (2022), "Supply chain management during and post-COVID-19 pandemic: mitigation strategies and practical lessons learned", Journal of Business Research, Vol. 142, pp. 1125-1139, doi: 10.1016/j.jbusres.2022.01.037.
Richards, TJ. and Rickard, B. (2020), “COVID-19 impact on fruit and vegetable markets”, Canadian Journal of Agricultural Economics/Revue Canadienne D’agroeconomie, Vol. 68 No. 2, pp. 189-194, doi: 10.1111/cjag.12231. Richards, TJ. and Rickard, B. (2020),「COVID-19 對蔬果市場的影響」,《加拿大農業經濟學期刊》/Revue Canadienne D'agroeconomie,第 68 卷第 2 期,第 189-194 頁,doi: 10.1111/cjag.12231。
Ruel, S. and El Baz, J. (2023), “Disaster readiness’ influence on the impact of supply chain resilience and robustness on firms’ financial performance: a COVID-19 empirical investigation”, International Journal of Production Research, Vol. 61 No. 8, pp. 2594-2612, doi: 10.1080/ 00207543.2021.1962559. Ruel, S. and El Baz, J. (2023), "Disaster readiness' influence on the impact of supply chain resilience and robustness on firms' financial performance: a COVID-19 empirical investigation", International Journal of Production Research, Vol. 61 No. 8, pp. 2594-2612, doi: 10.1080/ 00207543.2021.1962559.
Salama, M.R. and McGarvey, R.G. (2023), “Resilient supply chain to a global pandemic”, International Journal of Production Research, Vol. 61 No. 8, pp. 2563-2593. Salama, M.R. and McGarvey, R.G. (2023), "Resilient supply chain to a global pandemic", International Journal of Production Research, Vol. 61 No. 8, pp.
Saleheen, F. and Habib, M.M. (2023), “Supply chain resilience during disruption: a study on supply chain performance measurement”, International Supply Chain Technology Journal, Vol. 9 No. 2, pp. 1-14, doi: 10.20545/isctj.v09.i02.02. Saleheen, F. and Habib, M.M. (2023),「中斷期間的供應鏈恢復力:關於供應鏈績效測量的研究」,《國際供應鏈技術期刊》,第 9 卷第 2 期,第 1-14 頁,doi: 10.20545/isctj.v09.i02.02。
Schoenherr, T., Ellram, L.M. and Tate, W.L. (2015), “A note on the use of survey research firms to enable empirical data collection”, Journal of Business Logistics, Vol. 36 No. 3, pp. 288-300, doi: 10. 1111/jbl.12092. Schoenherr, T., Ellram, L.M. and Tate, W.L. (2015), "A note on the use of survey research firms to enable empirical data collection", Journal of Business Logistics, Vol. 36 No. 3, pp.
Seuring, S., Brandenburg, M., Sauer, P.C., Schünemann, D.S., Warasthe, R., Aman, S., Qian, C., Petljak, K., Neutzling, D.M., Land, A. and Khalid, R.U. (2022), “Comparing regions globally: impacts of COVID-19 on supply chains-a Delphi study”, International Journal of Operations and Production Management, Vol. 42 No. 8, pp. 1077-1108, doi: 10.1108/ijopm-10-2021-0675. Seuring,S.,Brandenburg,M.,Sauer,P.C.,Schünemann,D.S.,Warasthe,R.,Aman,S.,Qian,C.,Petljak,K.,Neutzling,D.M、Land, A. and Khalid, R.U. (2022),「全球區域比較:COVID-19 對供應鏈的影響 - Delphi 研究」,《國際作業與生產管理雜誌》,第 42 卷第 8 期,第 1077-1108 頁,doi: 10.1108/ijopm-10-2021-0675。
Sharma, R., Shishodia, A., Kamble, S., Gunasekaran, A. and Belhadi, A. (2020a), “Agriculture supply chain risks and COVID-19: mitigation strategies and implications for the practitioners”, Sharma, R.、Shishodia, A.、Kamble, S.、Gunasekaran, A.和Belhadi, A.(2020a),「农业供应链风险和COVID-19:缓解战略和对从业人员的影响」、
Supply chain strategies 供應鏈策略
24
International Journal of Logistics Research and Applications, Vol. 20, pp. 1-27, doi: 10.1080/ 13675567.2020.1830049. International Journal of Logistics Research and Applications,Vol. 20,pp. 1-27,doi: 10.1080/ 13675567.2020.1830049。
Sharma, A., Adhikary, A. and Borah, S.B. (2020b), “Covid-19’ s impact on supply chain decisions: strategic insights from NASDAQ 100 firms using Twitter data”, Journal of Business Research, Vol. 117, pp. 443-449, doi: 10.1016/j.jbusres.2020.05.035. Sharma, A., Adhikary, A. and Borah, S.B. (2020b),「Covid-19 對供應鏈決策的影響:使用 Twitter 資料的納斯達克 100 家公司的策略洞察」,《商業研究期刊》,第 117 期,第 443-449 頁,doi:10.1016/j.jbusres.2020.05.035。
Shen, Z.M. and Sun, Y. (2023), “Strengthening supply chain resilience during COVID-19: a case study of JD.com”, Journal of Operations Management, Vol. 69 No. 3, pp. 359-383, doi: 10.1002/joom.1161. Shen, Z.M. and Sun, Y. (2023), "Strengthening supply chain resilience during COVID-19: a case study of JD.com", Journal of Operations Management, Vol. 69 No. 3, pp.
Shi, D. (2004), “A review of enterprise supply chain risk management”, Journal of Systems Science and Systems Engineering, Vol. 13 No. 2, pp. 219-244, doi: 10.1007/s11518-006-0162-2. Shi, D. (2004),「企業供應鏈風險管理回顧」,《系統科學與系統工程期刊》,第 13 卷第 2 期,第 219-244 頁,doi:10.1007/s11518-006-0162-2。
Simchi-Levi, D., Simchi-Levi, E. and Watson, M. (2004), “Tactical planning for reinventing the supply chain”, The Practice of Supply Chain Management: Where Theory and Application Converge. International Series in Operations Research and Management Science, Springer, Boston, MA, Vol. 62. Simchi-Levi, D., Simchi-Levi, E. and Watson, M. (2004), "Tactical planning for reinventing the supply chain", The Practice of Supply Chain Management:理論與應用的結合。International Series in Operations Research and Management Science, Springer, Boston, MA, Vol. 62.
Spieske, A. and Birkel, H. (2021), “Improving supply chain resilience through industry 4.0: a systematic literature review under the impressions of the COVID-19 pandemic”, Computers and Industrial Engineering, Vol. 158, 107452, doi: 10.1016/j.cie.2021.107452. Spieske, A. and Birkel, H. (2021),「透過工業 4.0 改善供應鏈彈性:COVID-19 大流行印象下的系統文獻回顧」,《計算機與工業工程》,第 158 卷,107452,doi: 10.1016/j.cie.2021.107452。
Sreedevi, R. and Saranga, H. (2017), “Uncertainty and supply chain risk: the moderating role of supply chain flexibility in risk mitigation”, International Journal of Production Economics, Vol. 193, pp. 332-342, doi: 10.1016/j.ijpe.2017.07.024. Sreedevi, R. and Saranga, H. (2017), "Uncertainty and supply chain risk: the moderating role of supply chain flexibility in risk mitigation", International Journal of Production Economics, Vol. 193, pp. 332-342, doi: 10.1016/j.ijpe.2017.07.024.
Srinivasan, M.M., Stank, T.P., Dornier, P.P. and Petersen, K.J. (2014), Global Supply Chains: Evaluating Regions on an EPIC Framework - Economy, Politics, Infrastructure, and Competence, McGrawHill Education, New York. Srinivasan, M.M., Stank, T.P., Dornier, P.P. and Petersen, K.J. (2014), Global Supply Chains:Evaluating Regions on an EPIC Framework - Economy, Politics, Infrastructure, and Competence, McGrawHill Education, New York。
Stevens, G.C. (1989), “Integrating the supply chain”, International Journal of Physical Distribution and Materials Management, Vol. 19 No. 8, pp. 3-8, doi: 10.1108/eum0000000000329. Stevens, G.C. (1989), "Integrating the supply chain", International Journal of Physical Distribution and Materials Management, Vol. 19 No. 8, pp.
Stevens, J. (1992), Applied Multivariate Statistics for the Social Sciences, 2nd ed., Lawrence Erlbaum Associates, Hillsdale, NJ.
Su, X. and Zhang, F. (2008), “Strategic customer behavior, commitment, and supply chain performance”, Management Science, Vol. 54 No. 10, pp. 1759-1773, doi: 10.1287/mnsc.1080.0886. Su, X. and Zhang, F. (2008),「戰略客戶行為、承諾與供應鏈績效」,《管理科學》,第 54 卷第 10 期,第 1759-1773 頁,doi: 10.1287/mnsc.1080.0886。
Taleb, N.N. and Blyth, M. (2011), “The black swan of Cairo: how suppressing volatility makes the world less predictable and more dangerous”, Foreign Affairs, Vol. 90 No. 3, pp. 33-39. Taleb, N.N. and Blyth, M. (2011), "The black swan of Cairo: how suppressing volatility makes the world less predictable and more dangerous", Foreign Affairs, Vol. 90 No.
Togar, M.S. and Sridharan, R. (2002), “The collaborative supply chain”, International Journal of Logistics Management, Vol. 13 No. 1, pp. 15-30, doi: 10.1108/09574090210806333. Togar, M.S. and Sridharan, R. (2002), "The collaborative supply chain", International Journal of Logistics Management, Vol. 13 No. 1, pp.
Tukamuhabwa, B.R., Stevenson, M., Busby, J. and Zorzini, M. (2015), “Supply chain resilience: definition, review and theoretical foundations for further study”, International Journal of Production Research, Vol. 53 No. 18, pp. 5592-5623, doi: 10.1080/00207543.2015.1037934. Tukamuhabwa, B.R., Stevenson, M., Busby, J. and Zorzini, M. (2015), "Supply chain resilience: definition, review and theoretical foundations for further study", International Journal of Production Research, Vol. 53 No. 18, pp. 5592-5623, doi: 10.1080/00207543.2015.1037934.
van Hoek, R. (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 and Production Management, Vol. 40 No. 4, pp. 341-355, doi: 10.1108/ijopm-03-2020-0165. van Hoek, R. (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 and Production Management, Vol. 40 No. 4, pp.
van Hoek, R. (2021), “Larger, counter-intuitive and lasting-The PSM role in responding to the COVID19 pandemic, exploring opportunities for theoretical and actionable advances”, Journal of Purchasing and Supply Management, Vol. 27 No. 3, 100688, doi: 10.1016/j.pursup.2021.100688. van Hoek, R. (2021), "Larger, counter-intuitive and lasting-The PSM role in responding to the COVID19 pandemic, exploring opportunities for theoretical and actionable advances", Journal of Purchasing and Supply Management, Vol. 27 No. 3, 100688, doi: 10.1016/j.pursup.2021.100688.
van Hoek, R. and Dobrzykowski, D. (2021), “Towards more balanced sourcing strategies-are supply chain risks caused by the COVID-19 pandemic driving reshoring considerations?”, Supply Chain Management: An International Journal, Vol. 26 No. 6, pp. 689-701, doi: 10.1108/scm-09-2020-0498. van Hoek, R. and Dobrzykowski, D. (2021), "Towards more balanced sourcing strategies-are supply chain risks caused by the COVID-19 pandemic driving reshoring considerations?", Supply Chain Management:26 No. 6, pp. 689-701, doi: 10.1108/scm-09-2020-0498.
Villena, V.H., Choi, T.Y. and Revilla, E. (2021), “Mitigating mechanisms for the dark side of collaborative buyer-supplier relationships: a mixed-method Study”, Journal of Supply Chain Management, Vol. 57 No. 4, pp. 86-116, doi: 10.1111/jscm.12239. Villena, V.H., Choi, T.Y. and Revilla, E. (2021), "Mitigating mechanisms for the dark side of collaborative buyer-supplier relationships: a mixed-method Study", Journal of Supply Chain Management, Vol. 57 No. 4, pp.
Wagner, S.M. and Kemmerling, R. (2010), “Handling nonresponse in logistics research”, Journal of Business Logistics, Vol. 31 No. 2, pp. 357-381, doi: 10.1002/j.2158-1592.2010.tb00156.x. Wagner, S.M. and Kemmerling, R. (2010),「物流研究中的非回應處理」,《商業物流期刊》,第 31 卷第 2 期,第 357-381 頁,doi:10.1002/j.2158-1592.2010.tb00156.x。
Wagner, S.M., Bode, C. and Koziol, P. (2009), “Supplier default dependencies: empirical evidence from the automotive industry”, European Journal of Operational Research, Vol. 199 No. 1, pp. 150-161, doi: 10.1016/j.ejor.2008.11.012. Wagner, S.M., Bode, C. and Koziol, P. (2009), "Supplier default dependencies: empirical evidence from the automotive industry", European Journal of Operational Research, Vol. 199 No. 1, pp. 150-161, doi: 10.1016/j.ejor.2008.11.012.
Watson, G.F. IV, Worm, S., Palmatier, R.W. and Ganesan, S. (2015), “The evolution of marketing channels: trends and research directions”, Journal of Retailing, Vol. 91 No. 4, pp. 546-568, doi: 10. 1016/j.jretai.2015.04.002. Watson, G.F. IV, Worm, S., Palmatier, R.W. and Ganesan, S. (2015), "The evolution of marketing channels: trends and research directions", Journal of Retailing, Vol. 91 No. 4, pp.
Weinberg, T. (2021), “After relying on local officials to combat COVID, Parson signs limit on health orders”, Missouri Independent, available at: https://missouriindependent.com/2021/06/15/after-relying-on-local-officials-to-combat-COVID-parson-signs-limit-on-health-orders/ Weinberg, T. (2021),「在依賴當地官員對抗 COVID 之後,Parson 簽署限制衛生令」,密蘇里獨立報,網址:https://missouriindependent.com/2021/06/15/after-relying-on-local-officials-to-combat-COVID-parson-signs-limit-on-health-orders/
Yan, T. and Dooley, K. (2014), “Buyer-supplier collaboration quality in new product development projects”, Journal of Supply Chain Management, Vol. 50 No. 2, pp. 59-83, doi: 10.1111/jscm.12032. Yan, T. and Dooley, K. (2014), "Buyer-supplier collaboration quality in new product development projects", Journal of Supply Chain Management, Vol. 50 No. 2, pp.
Yang, S.A., Birge, J.R. and Parker, R.P. (2015), “The supply chain effects of bankruptcy”, Management Science, Vol. 61 No. 10, pp. 2320-2338, doi: 10.1287/mnsc.2014.2079. Yang, S.A., Birge, J.R. and Parker, R.P. (2015),「破產的供應鏈影響」,《管理科學》,第 61 卷第 10 期,第 2320-2338 頁,doi:10.1287/mnsc.2014.2079。
Yao, Y. and Fabbe-Costes, N. (2018), “Can you measure resilience if you are unable to define it? The analysis of Supply Network Resilience (SNRES)”, Supply Chain Forum: An International Journal, Vol. 19 No. 4, pp. 255-265, doi: 10.1080/16258312.2018.1540248. Yao, Y. and Fabbe-Costes, N. (2018),"如果無法定義恢復力,你能衡量它嗎?供應網路復原力 (SNRES) 分析」,《供應鏈論壇》:An International Journal》,第 19 卷第 4 期,第 255-265 頁,doi: 10.1080/16258312.2018.1540248。
Yoon, J., Talluri, S., Yildiz, H. and Ho, W. (2018), “Models for supplier selection and risk mitigation: a holistic approach”, International Journal of Production Research, Vol. 56 No. 10, pp. 3636-3661, doi: 10.1080/00207543.2017.1403056. Yoon, J., Talluri, S., Yildiz, H. and Ho, W. (2018), "Models for supplier selection and risk mitigation: a holistic approach", International Journal of Production Research, Vol. 56 No. 10, pp.
Zhao, G., Vazquez-Noguerol, M., Liu, S. and Prado-Prado, J.C. (2023), “Agri-food supply chain resilience strategies for preparing, responding, recovering, and adapting in relation to unexpected crisis: a cross-country comparative analysis from the COVID-19 pandemic”, Journal of Business Logistics, Vol. 45 No. 1, doi: 10.1111/jbl.12361. Zhao, G., Vazquez-Noguerol, M., Liu, S. and Prado-Prado, J.C. (2023), "Agri-food supply chain resilience strategies for preparing, responding, recovering, and adapting in relation to unexpected crisis: a cross-country comparative analysis from the COVID-19 pandemic", Journal of Business Logistics, Vol. 45 No. 1, doi: 10.1111/jbl.12361.
Zhu, Q., Qu, Y., Geng, Y. and Fujita, T. (2017), “A comparison of regulatory awareness and green supply chain management practices among Chinese and Japanese manufacturers”, Business Strategy and the Environment, Vol. 26 No. 1, pp. 18-30, doi: 10.1002/bse.1888. Zhu, Q., Qu, Y., Geng, Y. and Fujita, T. (2017), "A comparison of regulatory awareness and green supply chain management practices among Chinese and Japanese manufacturers", Business Strategy and the Environment, Vol. 26 No. 1, pp.
Zsidisin, G.A. and Hendrick, T.E. (1998), “Purchasing’s involvement in environmental issues: a multi-country perspective”, Industrial Management and Data Systems, Vol. 98 No. 7, pp. 313-320, doi: 10.1108/02635579810241773. Zsidisin, G.A. and Hendrick, T.E. (1998), "Purchasing's involvement in environmental issues: a multi-country perspective", Industrial Management and Data Systems, Vol. 98 No. 7, pp.
Zsidisin, G.A., Wagner, S.M., Melnyk, S.A., Ragatz, G.L. and Burns, L.A. (2008), “Supply risk perceptions and practices: an exploratory comparison of German and U.S. Supply management professionals”, International Journal of Technology, Policy and Management, Vol. 8 No. 4, pp. 401-419, doi: 10.1504/ijtpm.2008.020166. Zsidisin, G.A., Wagner, S.M., Melnyk, S.A., Ragatz, G.L. and Burns, L.A. (2008), "Supply risk perceptions and practices: an exploratory comparison of German and U.S. Supply management professionals", International Journal of Technology, Policy and Management, Vol. 8 No. 4, pp.
Further reading 進一步閱讀
Myers, J.L. and Well, A.D. (2003), Research Design and Statistical Analysis, 2nd ed., Lawrence Erlbaum, Mahwah, NJ.
Sharma, M., Luthra, S., Joshi, S. and Kumar, A. (2022), “Developing a framework for enhancing survivability of sustainable supply chains during and post-COVID-19 pandemic”, International Journal of Logistics Research and Applications, Vol. 25 Nos 4-5, pp. 433-453, doi: 10.1080/ 13675567.2020.1810213. Sharma, M., Luthra, S., Joshi, S. and Kumar, A. (2022), "Developing a framework for enhancing survivability of sustainable supply chains during and post-COVID-19 pandemic", International Journal of Logistics Research and Applications, Vol. 25 Nos 4-5, pp.
Wieland, A. and Wallenburg, C.M. (2013), “The influence of relational competencies on supply chain resilience: a relational view”, International Journal of Physical Distribution and Logistics Management, Vol. 43 No. 4, pp. 300-320, doi: 10.1108/ijpdlm-08-2012-0243. Wieland, A. and Wallenburg, C.M. (2013), "The influence of relational competencies on supply chain resilience: a relational view", International Journal of Physical Distribution and Logistics Management, Vol. 43 No. 4, pp.
Table A1. 表 A1.
Description of supply chain strategies 供應鏈策略說明
Appendix 1 附錄 1
Strategy 策略
Definition 定義
References 參考資料
Increase the supplier base 增加供應商基礎
The number of suppliers from which a firm purchases is increased 公司採購的供應商數量增加
Yoon et al. (2018), Ali et al. (2023), Salama and McGarvey (2023) Yoon 等人(2018 年)、Ali 等人(2023 年)、Salama 和 McGarvey(2023 年)
Nearshore or regionalize the SC 近岸或區域化 SC
The firm uses closer locations or domestic suppliers to undertake SC activities, which may include local sourcing and distribution with manufacturing sites and supply networks located near the customer 公司利用較近的地點或國內供應商進行 SC 活動,其中可能包括利用位於客戶附近的製造場所和供應網路進行當地採購和配送。
Chopra and Sodhi (2014), Hilletofth et al. (2019), van Hoek and Dobrzykowski (2021) Chopra 和 Sodhi (2014)、Hilletofth 等人 (2019)、van Hoek 和 Dobrzykowski (2021)
Reduce the number of products/services offered 減少提供的產品/服務數量
The number of SKUs or products/ services competing in the same market is reduced 減少在同一市場競爭的 SKU 或產品/服務數量
Simchi-Levi et al. (2004) Simchi-Levi 等人(2004 年)
Increase the number of products/services offered 增加所提供產品/服務的數量
New products/service offerings are introduced 推出新產品/服務
Sreedevi and Saranga (2017) Sreedevi 和 Saranga (2017)
Increase collaboration within the firm 加強公司內部合作
Members of the firm work together across boundaries and increase the extent of information shared, benefits shared and joint decisions made to meet customer needs better 公司成員跨領域合作,增加資訊分享、利益共享和共同決策的程度,以更好地滿足客戶需求
Min et al. (2005), Fawcett et al. (2008), Ozdemir et al. (2022), Shen and Sun (2023) Min 等人 (2005), Fawcett 等人 (2008), Ozdemir 等人 (2022), Shen 和 Sun (2023)
Increase collaboration with key suppliers 加強與主要供應商的合作
The buyer and supplier work together and increase the extent of information shared, resources shared, and joint decisions made to meet customer needs better 買方和供應商共同努力,提高資訊共享、資源共享和共同決策的程度,以更好地滿足客戶需求
Yan and Dooley (2014), Sharma et al. (2020a, b), van Hoek (2020), Ozdemir et al. (2022), Shen and Sun (2023) Yan 和 Dooley (2014)、Sharma 等人 (2020a、b)、van Hoek (2020)、Ozdemir 等人 (2022)、Shen 和 Sun (2023)
Increase collaboration with key customers 加強與主要客戶的合作
The extent of information shared, joint decisions made, and synchronization of operations with key customers is increased 增加與主要客戶分享資訊、共同決策及同步運作的程度
Bowman (2004), Daugherty et al. (2006), Ozdemir et al. (2022), Shen and Sun (2023) Bowman (2004)、Daugherty 等人 (2006)、Ozdemir 等人 (2022)、Shen 和 Sun (2023)
Develop new commercial channels 開發新的商業通路
The configuration of the intermediate organizations that make goods and services available to consumers is modified 向消費者提供商品和服務的中間組織的配置有所改變
Watson et al. (2015), Salama and McGarvey (2023) Watson 等人(2015 年)、Salama 和 McGarvey(2023 年)
Develop alternative markets for products 開發產品的替代市場
New markets, based on product availability, service level, lead time and sales support, are served 根據產品可用性、服務水準、交貨時間及銷售支援,服務新市場
Stevens (1989), Watson et al. (2015), Salama and McGarvey (2023) Stevens (1989)、Watson 等人 (2015)、Salama 和 McGarvey (2023)
Modify contractual terms with suppliers 修改與供應商的合約條款
Terms of trade with suppliers are modified to incentivize actions to achieve optimal SC performance 修改與供應商的貿易條款,以獎勵達到最佳 SC 績效的行動
Cachon (2003), van Hoek and Dobrzykowski (2021) Cachon (2003)、van Hoek 和 Dobrzykowski (2021)
Modify contractual terms with customers 修改與客戶的合約條款
Terms of trade with the customer, such as price-commitments and quantitycommitments, are modified 修改與客戶的交易條款,例如價格承諾和數量承諾
Su and Zhang (2008), van Hoek and Dobrzykowski (2021) Su 和 Zhang (2008)、van Hoek 和 Dobrzykowski (2021)
Redesign the warehousing and transportation network 重新設計倉儲與運輸網路
Existing and alternative facilities and infrastructure are evaluated and redesigned to best satisfy customer demand 評估現有及替代設施與基礎結構,並重新設計,以最佳方式滿足客戶需求
Jahani et al. (2018) Jahani 等人(2018 年)
Strategy Definition References
Increase the supplier base The number of suppliers from which a firm purchases is increased Yoon et al. (2018), Ali et al. (2023), Salama and McGarvey (2023)
Nearshore or regionalize the SC The firm uses closer locations or domestic suppliers to undertake SC activities, which may include local sourcing and distribution with manufacturing sites and supply networks located near the customer Chopra and Sodhi (2014), Hilletofth et al. (2019), van Hoek and Dobrzykowski (2021)
Reduce the number of products/services offered The number of SKUs or products/ services competing in the same market is reduced Simchi-Levi et al. (2004)
Increase the number of products/services offered New products/service offerings are introduced Sreedevi and Saranga (2017)
Increase collaboration within the firm Members of the firm work together across boundaries and increase the extent of information shared, benefits shared and joint decisions made to meet customer needs better Min et al. (2005), Fawcett et al. (2008), Ozdemir et al. (2022), Shen and Sun (2023)
Increase collaboration with key suppliers The buyer and supplier work together and increase the extent of information shared, resources shared, and joint decisions made to meet customer needs better Yan and Dooley (2014), Sharma et al. (2020a, b), van Hoek (2020), Ozdemir et al. (2022), Shen and Sun (2023)
Increase collaboration with key customers The extent of information shared, joint decisions made, and synchronization of operations with key customers is increased Bowman (2004), Daugherty et al. (2006), Ozdemir et al. (2022), Shen and Sun (2023)
Develop new commercial channels The configuration of the intermediate organizations that make goods and services available to consumers is modified Watson et al. (2015), Salama and McGarvey (2023)
Develop alternative markets for products New markets, based on product availability, service level, lead time and sales support, are served Stevens (1989), Watson et al. (2015), Salama and McGarvey (2023)
Modify contractual terms with suppliers Terms of trade with suppliers are modified to incentivize actions to achieve optimal SC performance Cachon (2003), van Hoek and Dobrzykowski (2021)
Modify contractual terms with customers Terms of trade with the customer, such as price-commitments and quantitycommitments, are modified Su and Zhang (2008), van Hoek and Dobrzykowski (2021)
Redesign the warehousing and transportation network Existing and alternative facilities and infrastructure are evaluated and redesigned to best satisfy customer demand Jahani et al. (2018)| Strategy | Definition | References |
| :---: | :---: | :---: |
| Increase the supplier base | The number of suppliers from which a firm purchases is increased | Yoon et al. (2018), Ali et al. (2023), Salama and McGarvey (2023) |
| Nearshore or regionalize the SC | The firm uses closer locations or domestic suppliers to undertake SC activities, which may include local sourcing and distribution with manufacturing sites and supply networks located near the customer | Chopra and Sodhi (2014), Hilletofth et al. (2019), van Hoek and Dobrzykowski (2021) |
| Reduce the number of products/services offered | The number of SKUs or products/ services competing in the same market is reduced | Simchi-Levi et al. (2004) |
| Increase the number of products/services offered | New products/service offerings are introduced | Sreedevi and Saranga (2017) |
| Increase collaboration within the firm | Members of the firm work together across boundaries and increase the extent of information shared, benefits shared and joint decisions made to meet customer needs better | Min et al. (2005), Fawcett et al. (2008), Ozdemir et al. (2022), Shen and Sun (2023) |
| Increase collaboration with key suppliers | The buyer and supplier work together and increase the extent of information shared, resources shared, and joint decisions made to meet customer needs better | Yan and Dooley (2014), Sharma et al. (2020a, b), van Hoek (2020), Ozdemir et al. (2022), Shen and Sun (2023) |
| Increase collaboration with key customers | The extent of information shared, joint decisions made, and synchronization of operations with key customers is increased | Bowman (2004), Daugherty et al. (2006), Ozdemir et al. (2022), Shen and Sun (2023) |
| Develop new commercial channels | The configuration of the intermediate organizations that make goods and services available to consumers is modified | Watson et al. (2015), Salama and McGarvey (2023) |
| Develop alternative markets for products | New markets, based on product availability, service level, lead time and sales support, are served | Stevens (1989), Watson et al. (2015), Salama and McGarvey (2023) |
| Modify contractual terms with suppliers | Terms of trade with suppliers are modified to incentivize actions to achieve optimal SC performance | Cachon (2003), van Hoek and Dobrzykowski (2021) |
| Modify contractual terms with customers | Terms of trade with the customer, such as price-commitments and quantitycommitments, are modified | Su and Zhang (2008), van Hoek and Dobrzykowski (2021) |
| Redesign the warehousing and transportation network | Existing and alternative facilities and infrastructure are evaluated and redesigned to best satisfy customer demand | Jahani et al. (2018) |
Strategy 策略
Definition 定義
References 參考資料
提高業務分析的利用率
Increase the utilization of
business analytics
Increase the utilization of
business analytics| Increase the utilization of |
| :--- |
| business analytics |
使用定性、定量和統計計算工具和方法來分析資料、獲得洞察力、提供資訊和支援決策是
The use of qualitative, quantitative and
statistical computational tools and
methods to analyse data, gain insights,
inform and support decision-making is
The use of qualitative, quantitative and
statistical computational tools and
methods to analyse data, gain insights,
inform and support decision-making is| The use of qualitative, quantitative and |
| :--- |
| statistical computational tools and |
| methods to analyse data, gain insights, |
| inform and support decision-making is |
Power et al. (2018), Bag et al. (2023) Power 等人(2018 年)、Bag 等人(2023 年)
increased 增加
Strategy Definition References
"Increase the utilization of
business analytics" "The use of qualitative, quantitative and
statistical computational tools and
methods to analyse data, gain insights,
inform and support decision-making is" Power et al. (2018), Bag et al. (2023)
increased | Strategy | Definition | References |
| :--- | :--- | :--- |
| Increase the utilization of <br> business analytics | The use of qualitative, quantitative and <br> statistical computational tools and <br> methods to analyse data, gain insights, <br> inform and support decision-making is | Power et al. (2018), Bag et al. (2023) |
| increased | | |
Supply chain 供應鏈
strategies 策略
Source(s): Authors’ own work 資料來源:作者自己的工作
Appendix 2 附錄 2
Country 國家
美國 北美洲中西部
USA
Midwest of North
America
USA
Midwest of North
America| USA |
| :---: |
| Midwest of North |
| America |
法國 西歐
France
Western
Europe
France
Western
Europe| France |
| :---: |
| Western |
| Europe |
波蘭 中歐和東歐
Poland
Central and Eastern
Europe
Poland
Central and Eastern
Europe| Poland |
| :---: |
| Central and Eastern |
| Europe |
EPIC
Economy 經濟
3.03
3.10
3.00
dimensions 尺寸
Politics 政治
3.10
2.55
2.70
Infrastructure 基礎建設
3.78
3.50
2.85
Competence 能力
3.67
3.02
2.87
Overall grade 總成績
3.39
3.09
2.87
Country "USA
Midwest of North
America" "France
Western
Europe" "Poland
Central and Eastern
Europe"
EPIC Economy 3.03 3.10 3.00
dimensions Politics 3.10 2.55 2.70
Infrastructure 3.78 3.50 2.85
Competence 3.67 3.02 2.87
Overall grade 3.39 3.09 2.87| Country | | USA <br> Midwest of North <br> America | France <br> Western <br> Europe | Poland <br> Central and Eastern <br> Europe |
| :--- | :--- | :---: | :---: | :---: |
| EPIC | Economy | 3.03 | 3.10 | 3.00 |
| dimensions | Politics | 3.10 | 2.55 | 2.70 |
| | Infrastructure | 3.78 | 3.50 | 2.85 |
| | Competence | 3.67 | 3.02 | 2.87 |
| | Overall grade | 3.39 | 3.09 | 2.87 |
Note(s): The assessments utilizing the EPIC framework range from 1 (lowest score) to 4 (highest score) Source(s): Own elaboration based on Amling et al. (2020) 註釋:利用 EPIC 框架進行的評估範圍從 1(最低分)到 4(最高分):根據 Amling 等人 (2020) 自行闡述
Table A2. 表 A2.
Comparison of USA (St. Louis), France and Poland based on EPIC approach 根據 EPIC 方法比較美國(聖路易)、法國和波蘭的情況
28
USA
France 法國
Poland 波蘭
Industry 產業
Information technology 資訊技術
2.0%
0.0%
4.6%
Health care and social assistance 健康照護與社會援助
3.9%
6.1%
0.0%
Manufacturing 製造業
27.5%
51.2%
0.0%
Mining, and oil and gas extraction 採礦及油氣開採
2.0%
2.4%
0.0%
Professional, and technical services 專業及技術服務
2.0%
0.0%
4.6%
Public administration 公共行政
2.0%
1.2%
0.0%
Retail trade 零售業
5.9%
8.5%
31.8%
Transportation and warehousing 運輸與倉儲
33.3%
3.7%
13.6%
Utilities 公用事業
2.0%
0.0%
0.0%
Wholesale trade 批發貿易
7.8%
7.3%
9.1%
Construction 建築
0.0%
3.7%
9.1%
Finance and insurance 金融與保險
0.0%
0.0%
4.6%
Real estate, rental and leasing 不動產、租賃
0.0%
0.0%
4.6%
Art, entertainment and recreation 藝術、娛樂與休閒
0.0%
0.0%
4.6%
Other 其他
11.8%
15.9%
13.6%
Small-medium enterprise 中小型企業
Yes 是
34.8%
23.8%
54.5%
No 沒有
65.2%
76.3%
45.5%
Position 職位
Entry-level management 入門級管理
13.7%
7.3%
40.9%
Middle management 中層管理人員
25.5%
19.5%
13.6%
Senior management 高級管理層
60.8%
73.2%
45.5%
Years of experience 多年經驗
0-5
13.7%
8.5%
50.0%
Table A3. 表 A3.
6-10
19.6%
12.2%
18.2%
Sample characteristics 樣品特性
11-2011-20
27.5%
36.6%
22.7%
in the USA (St. Louis), 在美國(聖路易)、
21 or more 21 或以上
39.2%
42.7%
9.1%
France and Poland 法國和波蘭
Source(s): Authors' own work 資料來源:作者自己的工作
28 USA France Poland
Industry
Information technology 2.0% 0.0% 4.6%
Health care and social assistance 3.9% 6.1% 0.0%
Manufacturing 27.5% 51.2% 0.0%
Mining, and oil and gas extraction 2.0% 2.4% 0.0%
Professional, and technical services 2.0% 0.0% 4.6%
Public administration 2.0% 1.2% 0.0%
Retail trade 5.9% 8.5% 31.8%
Transportation and warehousing 33.3% 3.7% 13.6%
Utilities 2.0% 0.0% 0.0%
Wholesale trade 7.8% 7.3% 9.1%
Construction 0.0% 3.7% 9.1%
Finance and insurance 0.0% 0.0% 4.6%
Real estate, rental and leasing 0.0% 0.0% 4.6%
Art, entertainment and recreation 0.0% 0.0% 4.6%
Other 11.8% 15.9% 13.6%
Small-medium enterprise
Yes 34.8% 23.8% 54.5%
No 65.2% 76.3% 45.5%
Position
Entry-level management 13.7% 7.3% 40.9%
Middle management 25.5% 19.5% 13.6%
Senior management 60.8% 73.2% 45.5%
Years of experience
0-5 13.7% 8.5% 50.0%
Table A3. 6-10 19.6% 12.2% 18.2%
Sample characteristics 11-20 27.5% 36.6% 22.7%
in the USA (St. Louis), 21 or more 39.2% 42.7% 9.1%
France and Poland Source(s): Authors' own work | 28 | | USA | France | Poland |
| :---: | :---: | :---: | :---: | :---: |
| | Industry | | | |
| | Information technology | 2.0% | 0.0% | 4.6% |
| | Health care and social assistance | 3.9% | 6.1% | 0.0% |
| | Manufacturing | 27.5% | 51.2% | 0.0% |
| | Mining, and oil and gas extraction | 2.0% | 2.4% | 0.0% |
| | Professional, and technical services | 2.0% | 0.0% | 4.6% |
| | Public administration | 2.0% | 1.2% | 0.0% |
| | Retail trade | 5.9% | 8.5% | 31.8% |
| | Transportation and warehousing | 33.3% | 3.7% | 13.6% |
| | Utilities | 2.0% | 0.0% | 0.0% |
| | Wholesale trade | 7.8% | 7.3% | 9.1% |
| | Construction | 0.0% | 3.7% | 9.1% |
| | Finance and insurance | 0.0% | 0.0% | 4.6% |
| | Real estate, rental and leasing | 0.0% | 0.0% | 4.6% |
| | Art, entertainment and recreation | 0.0% | 0.0% | 4.6% |
| | Other | 11.8% | 15.9% | 13.6% |
| | Small-medium enterprise | | | |
| | Yes | 34.8% | 23.8% | 54.5% |
| | No | 65.2% | 76.3% | 45.5% |
| | Position | | | |
| | Entry-level management | 13.7% | 7.3% | 40.9% |
| | Middle management | 25.5% | 19.5% | 13.6% |
| | Senior management | 60.8% | 73.2% | 45.5% |
| | Years of experience | | | |
| | 0-5 | 13.7% | 8.5% | 50.0% |
| Table A3. | 6-10 | 19.6% | 12.2% | 18.2% |
| Sample characteristics | $11-20$ | 27.5% | 36.6% | 22.7% |
| in the USA (St. Louis), | 21 or more | 39.2% | 42.7% | 9.1% |
| France and Poland | Source(s): Authors' own work | | | |
Appendix 4 附錄 4
Table A4. 表 A4.
Table A5. 表 A5.
Strategies 策略
N
{:[" USA "],[" Mean "]:}\begin{aligned}
& \text { USA } \\
& \text { Mean }
\end{aligned}
STD
N
France Mean 法國平均值
STD
N
Poland Mean 波蘭 平均值
STD
N
Overall Mean 總平均值
STD
F
ANOVA
Sig
Post hoc 後設
Increase collaboration with key suppliers 加強與主要供應商的合作
56
3.50
1.08
103
3.18
1.05
33
3.03
1.19
192
3.25
1.09
2.370
0.096
Increase collaboration within the firm 加強公司內部合作
55
3.20
1.13
104
3.17
1.24
34
3.21
1.34
193
3.19
1.22
0.010
0.986
Increase collaboration with key customers 加強與主要客戶的合作
56
3.34
1.21
98
2.80
1.21
34
3.41
1.05
188
3.07
1.21
5.500
0.005
US&POL > FRU S \& P O L>F R
Develop/improve a risk management program 發展/改善風險管理計畫
53
2.72
1.25
102
2.58
1.32
32
3.00
1.30
187
2.69
1.30
1.310
0.272
Increase the utilization of business analytics 提高業務分析的利用率
Modify contractual terms with suppliers 修改與供應商的合約條款
51
2.49
1.17
100
2.22
1.11
30
2.33
1.12
181
2.31
1.13
0.970
0.380
Modify contractual terms with customers 修改與客戶的合約條款
48
2.50
1.24
97
2.14
1.14
32
2.44
1.13
177
2.29
1.17
1.800
0.169
Develop new commercial channels 開發新的商業通路
57
2.14
1.17
101
2.05
1.37
31
2.81
1.47
189
2.20
1.35
3.910
0.022
POL > FRP O L>F R
Nearshore/regionalize SC 近岸/區域化 SC
53
2.17
0.96
103
1.99
1.12
29
2.59
1.24
185
2.14
1.11
3.400
0.036
POL > FR>F R
Develop alternative markets for products 開發產品的替代市場
56
1.88
1.11
101
1.83
1.12
30
2.53
1.17
187
1.96
1.15
4.700
0.010
POL > US&FRP O L>U S \& F R
Increase number of products/ services offered 增加所提供產品/服務的數量
56
1.89
1.07
104
1.62
0.99
31
2.55
1.41
191
1.85
1.14
8.800
0.000
POL > US&FRP O L>U S \& F R
Reduce number of products/ services offered 減少提供的產品/服務數量
56
2.02
1.18
104
1.47
0.88
32
1.69
0.90
192
1.67
1.00
5.670
0.004
US > FRU S>F R
Note(s): Question: What strate listed below Scale: (1) not implemented at all; Source(s): Authors' own work 備註(s):問題:下面列出了哪些策略 標度:(1) 完全沒有實施; 資料來源:作者自己的工作
Note(s): Question: What strategies did your firm implement in response to COVID-19? Please indicate the extent of implementation of the supply chain strate listed below 備註(s):問題:貴公司針對 COVID-19 實施了哪些策略?請說明下列供應鏈策略的實施程度
謀求
respon
somewh
respon
somewh| respon |
| :--- |
| somewh |
{:[" se to "CC],[" at imple "]:}\begin{aligned} & \text { se to } \mathrm{CC} \\ & \text { at imple } \end{aligned}