确定项目相互依赖风险的优先级:基于网络的方法

L. Guan, A. Abbasi, M. Ryan
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引用次数: 1

摘要

项目通常暴露于众多的内部和外部的相互依赖的风险,使得项目风险管理过程对项目目标的成功实现至关重要。本文以社会网络分析的理论框架为基础,考虑了风险建模的两个典型维度(即风险发生概率和风险影响),提出了一种基于网络的方法来捕捉复杂的风险相互依赖关系,同时对项目风险进行优先排序,而不是单独分析项目风险。设计结构矩阵的概念被用来促进项目风险相互依赖网络的建立。提出了风险度中心性、风险中间性中心性、风险接近性中心性、风险局部影响和风险全球影响等5个风险指标,对项目风险进行排序,使项目决策者能够更全面地了解项目风险概况。然后可以制定适当的风险缓解行动,主要控制关键项目风险。最后给出了一个应用实例,说明了该方法的有效性和实用性。
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Prioritizing Project Interdependent Risks: A Network-based Approach
Projects are usually exposed to numerous and interdependent risks both internally and externally, making the project risk management process essential to the successful realization of project objectives. Instead of analyzing project risks individually, this paper presents a network-based approach to capturing complex risk interdependencies while prioritizing project risks, which is grounded in the theoretical framework of social network analysis and considers two typical dimensions (i.e., risk occurrence probability, and risk impact) of risk modeling. The concept of the design structure matrix is used to facilitate the establishment of a project risk interdependency network. Five risk indicators (e.g., risk degree centrality, risk betweenness centrality, risk closeness centrality, risk local influence, and risk global influence) are tailored and proposed to prioritize project risks, which can provide project decision makers with a more comprehensive understanding of the project risk profile. Appropriate risk mitigation actions can then be formulated to mainly control critical project risks. An application example is presented to illustrate the utility and validity of the proposed approach.
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