Analyzing operational risks of digital supply chain transformation using hybrid ISM-MICMAC method

被引:1
作者
Hasani, Aliakbar [1 ]
Haseli, Gholamreza [2 ,3 ]
Deveci, Muhammet [4 ,5 ,6 ]
机构
[1] Shahrood Univ Technol, Dept Ind Engn & Management, Shahrud, Iran
[2] Tecnol Monterrey, Sch Engn & Sci, Monterrey, Mexico
[3] Univ Coll Dublin, Sch Architecture Planning & Environm Policy, Dublin D04 V1W8, Ireland
[4] Natl Def Univ, Turkish Naval Acad, Dept Ind Engn, TR-34942 Tuzla, Istanbul, Turkiye
[5] UCL, Bartlett Sch Sustainable Construct, Gower St, London WC1E 6BT, England
[6] Lebanese Amer Univ, Dept Elect & Comp Engn, Byblos, Lebanon
基金
英国科研创新办公室;
关键词
Risk analysis; Digital transformation; Supply chain management; MCDM; Interpretive structure model; MICMAC; UNCERTAINTY; IMPACT;
D O I
10.1007/s12597-024-00792-y
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
Identifying and prioritizing risks is crucial for the successful digital transformation of a supply chain's key processes without disruption. An organized and comprehensive risk assessment framework will significantly ensure a sustainable transformation to a digital supply chain. In this study, digital transformation risks are identified and prioritized using a hybrid fuzzy multi-criteria decision-making (MCDM) method under uncertainty. Additionally, appropriate risk mitigation strategies for the top-ranked risks are presented, and potential relationships among them are addressed. Initially, potential risks in digital transformation were identified based on expert opinions. A fuzzy hierarchical and analytic network process was then applied to determine the importance of evaluation criteria and the final ranking of potential risks, respectively. Efficient risk mitigation strategies were proposed, and interrelationships among them were assessed using interpretive structural modeling and a matrices impacts crois & eacute;s multiplication appliqu & eacute;e & agrave; un classement (MICMAC) analysis. The results indicate that information technology risk, supply chain management risk, and financial risks are the top three risks in the identified ranking. Furthermore, implementing an integrated data strategy and proposing comprehensive business agreements with supply chain players are considered the most impactful strategies for risks with top ranks.
引用
收藏
页码:583 / 607
页数:25
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