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Interpretive structural modeling of supply chain risks

机译:供应链风险的解释性结构建模

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Purpose - The aim of this paper is the structural analysis of potential supply chain risks. It will demonstrate how interpretive structural modeling (ISM) supports risk managers in identifying and understanding interdependencies among supply chain risks on different levels (e.g. 3PL, first-tier supplier, focal company, etc.)- Interdependencies among risks will be derived and structured into a hierarchy in order to derive subsystems of interdependent elements with corresponding driving power and dependency.Design/methodology/approach - ISM was used to identify inter-relationships among supply chain risks and to classify the risks according to their driving and dependence power. The theoretical findings of the modeling and the applicability for practical use has been tested in two case studies with two German industry and trade companies. Findings - ISM was proven as a useful methodology to structure supply chain risks in an easy and distributed approach that can also be carried out in a step-by-step process on several manufacturing stages. The input to the algorithm has to be well-defined to give the user an exact understanding of all risks that have to be assessed, i.e. the better the input to ISM is prepared the better the outcome and representation will be. Finally, when applying the method, a moderated process proved to be more reliable than an assessment based on paper questionnaires only. Originality/value - This model's insight would assist supply chain (risk) managers in the effective allocation of risk management resources in the subsequent risk management phases.
机译:目的-本文的目的是对潜在的供应链风险进行结构分析。它将演示解释性结构建模(ISM)如何支持风险管理者识别和理解不同级别(例如3PL,一级供应商,重点公司等)的供应链风险之间的相互依赖关系-风险之间的相互依赖关系将被推导并构建为设计/方法/方法-ISM用于识别供应链风险之间的相互关系,并根据风险的驱动力和依存能力对风险进行分类。在两个德国工业和贸易公司的两个案例研究中,对模型的理论发现和实际应用的适用性进行了测试。调查结果-ISM被证明是一种通过简单且分散的方法来构造供应链风险的有用方法,该方法也可以在多个制造阶段中逐步进行。必须明确定义算法的输入,以使用户对必须评估的所有风险有准确的了解,即,对ISM的输入准备得越好,结果和表示就越好。最后,当采用该方法时,经过审核的过程比仅基于纸质问卷的评估更可靠。原创性/价值-该模型的洞察力将帮助供应链(风险)经理在后续风险管理阶段中有效分配风险管理资源。

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