A New Modelling Approach of Evaluating Preventive and Reactive Strategies for Mitigating Supply Chain Risks

被引:4
|
作者
Qazi, Abroon [1 ]
Quigley, John [1 ]
Dickson, Alex [1 ]
Gaudenzi, Barbara [2 ]
机构
[1] Univ Strathclyde, Strathclyde Business Sch, Glasgow, Lanark, Scotland
[2] Univ Verona, Fac Business Econ, I-37100 Verona, Italy
来源
关键词
Supply chain risks; Preventive and reactive strategies; Bayesian belief networks; Network expected loss; Simulation study;
D O I
10.1007/978-3-319-24264-4_39
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Supply chains are becoming more complex and vulnerable due to globalization and interdependency between different risks. Existing studies have focused on identifying different preventive and reactive strategies for mitigating supply chain risks and advocating the need for adopting specific strategy under a particular situation. However, current research has not addressed the issue of evaluating an optimal mix of preventive and reactive strategies taking into account their relative costs and benefits within the supply network setting of interconnected firms and organizations. We propose a new modelling approach of evaluating different combinations of such strategies using Bayesian belief networks. This technique helps in determining an optimal solution on the basis of maximum improvement in the network expected loss. We have demonstrated our approach through a simulation study and discussed practical and managerial implications.
引用
收藏
页码:569 / 585
页数:17
相关论文
共 50 条
  • [41] A new solution to diminish risks of operation in supply chain
    Liu Xiao-zhong
    Chen Miao
    Chen Xin
    Proceedings of the 2006 International Conference on Management Science & Engineering (13th), Vols 1-3, 2006, : 701 - 705
  • [42] Evaluating Supply Chain Risks in The Moroccan Automotive Industry: A Multi-Criteria Decision-Making Approach
    Kayouh, Nabil
    Dkhissi, Btissam
    MANAGEMENT SYSTEMS IN PRODUCTION ENGINEERING, 2025, 33 (01) : 123 - 135
  • [43] A new fuzzy BWM approach for evaluating and selecting a sustainable supplier in supply chain management
    Amiri, M.
    Hashemi-Tabatabaei, M.
    Ghahremanloo, M.
    Keshavarz-Ghorabaee, M.
    Zavadskas, E. K.
    Banaitis, A.
    INTERNATIONAL JOURNAL OF SUSTAINABLE DEVELOPMENT AND WORLD ECOLOGY, 2021, 28 (02): : 125 - 142
  • [44] Strategies to Address Risks of Platinum Scarcity for Supply Chain Downstream Firms
    Alonso, Elisa
    Field, Frank R.
    Roth, Rich
    Kirchain, Randolph E.
    2009 IEEE INTERNATIONAL SYMPOSIUM ON SUSTAINABLE SYSTEMS AND TECHNOLOGY, 2009, : 87 - +
  • [45] On the value of mitigation and contingency strategies for managing supply chain disruption risks
    Tomlin, Brian
    MANAGEMENT SCIENCE, 2006, 52 (05) : 639 - 657
  • [46] Identifying Strategies to Mitigate Handling Risks in the Canadian Grain Supply Chain
    Ge, Houtian
    Nolan, James
    Gray, Richard
    CANADIAN JOURNAL OF AGRICULTURAL ECONOMICS-REVUE CANADIENNE D AGROECONOMIE, 2015, 63 (01): : 101 - 128
  • [47] Strategies for Mitigating Supply-Side Barriers in the Apparel Supply Chain: A Study on the Apparel Industry of Bangladesh
    Chowdhury M.M.H.
    Umme N.J.
    Nuruzzaman M.
    Global Journal of Flexible Systems Management, 2018, 19 (Suppl 1) : 41 - 52
  • [48] Control Supply Chain Risks in Digital Transformation: A New Way to Improve Supply Chain Resilience
    Gao, Yang
    Leng, Yubing
    Shan, Biaoan
    JOURNAL OF ORGANIZATIONAL AND END USER COMPUTING, 2022, 37 (07)
  • [49] Absorbing Markov Chain Approach to Modelling Disruptions in Supply Chain Networks
    Perera, Supun
    Bell, Michael G. H.
    Kurauchi, Fumitaka
    Kasthurirathna, Dharshana
    2019 MORATUWA ENGINEERING RESEARCH CONFERENCE (MERCON) / 5TH INTERNATIONAL MULTIDISCIPLINARY ENGINEERING RESEARCH CONFERENCE, 2019, : 515 - 520
  • [50] A modelling approach for outsourcing decisions in supply chain management
    Dev, Navin K.
    Swami, Sanjeev
    Caprihan, Rahul
    International Journal of Manufacturing Technology and Management, 2009, 16 (04) : 377 - 397