A Systems Approach for Modelling Supply Chain Risks

Abhijeet Ghadge, S. Dani, Michael Chester, R. Kalawsky
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引用次数: 179

Abstract

Purpose - With increasing exposure to disruptions, it is vital for supply chains to manage the risks proactively. Prediction of potential failure points and overall impact of these risks is challenging. In this paper, systems thinking concepts are applied for modelling supply chain risks. The aim of this research is to develop a holistic, systematic and quantitative risk assessment process for measuring the overall risk behaviour.Design/Methodology/Approach - A framework for Supply Chain Risk Management (SCRM) is developed and tested using an industrial case study. A systematically developed research design is employed to capture the dynamic behaviour of risks. Additionally, a system based supply chain risk model is conceptualized for risk modelling. Sensitivity modelling results are combined for validating the supply chain risk model. Findings - The systems approach for modelling supply chain risks predicts the failure points along with their overall risk impact in the supply chain network. System based risk modelling provides a holistic picture of risk behavioural performance which is difficult to realise through other research methodologies commonly preferred in the SCRM research. Practical Implications - The developed framework for SCRM is tested in an industry setting for its viability. The framework for SCRM along with the supply chain risk model is expected to benefit practitioners in understanding the intricacies of supply chain risks. The system model for risk assessment is a working tool which could provide a perspective of future disruptive events.Originality - A holistic, systematic and quantitative risk modelling mechanism for capturing overall behaviour of risks is a valuable contribution of this research. The paper presents a new perspective towards using systems thinking for modelling supply chain risks.
供应链风险建模的系统方法
目的-随着中断风险的增加,供应链主动管理风险至关重要。预测潜在的故障点和这些风险的总体影响是具有挑战性的。本文将系统思维概念应用于供应链风险建模。本研究的目的是发展一个整体的、系统的和定量的风险评估过程来衡量整体的风险行为。设计/方法论/方法-供应链风险管理(SCRM)框架的开发和测试使用一个工业案例研究。采用系统开发的研究设计来捕捉风险的动态行为。此外,对基于系统的供应链风险模型进行了风险建模。结合敏感性建模结果对供应链风险模型进行验证。研究结果-供应链风险建模的系统方法预测故障点及其在供应链网络中的整体风险影响。基于系统的风险建模提供了风险行为表现的整体图景,这是很难通过SCRM研究中常用的其他研究方法实现的。实际意义-开发的SCRM框架在行业环境中测试了其可行性。SCRM的框架以及供应链风险模型预计将有利于从业者理解供应链风险的复杂性。风险评估的系统模型是一种工作工具,可以提供未来破坏性事件的视角。独创性-一个整体的,系统的和定量的风险建模机制,以捕捉风险的整体行为是本研究的一个有价值的贡献。本文提出了使用系统思维建模供应链风险的新视角。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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