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Using Expert Opinion for Risk Assessment: A Case Study of a Construction Project Utilizing a Risk Mapping Tool

机译:使用专家意见进行风险评估:使用风险映射工具的建设项目案例研究

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Risk management is critical for success in project-based industries, especially in the construction industry. In current literature, various risk-based decision support systems have been proposed to systematically identify and assess risks. However, majority of these systems use the risk ratings assigned by the decision-makers, mainly, probability and impact ratings, as input values and quantify the level of risk associated with the project based on these inputs. However, in majority of the cases, these ratings are assigned based on the subjective judgment of the decision-makers and highly depend on their level of knowledge, risk attitude and assumptions. This paper attempts to explore the process of assignment of risk ratings by the decision makers and question how the reliability of the risk assessment process can be enhanced in practice. In this effort, a risk mapping tool that has been developed by the authors is used to conduct a case study that explains how the risk ratings are defined by different decision- makers and identify the reasons of possible divergence between assigned ratings. In this regard, a case study is conducted with three construction experts by using data of a real construction project and risk assessment exercise has been repeated using different strategies to collect expert opinion on risk ratings. The results of the case study show that although the subjectivity of ratings and sensitivity to risk attitude cannot be totally overcome, some strategies may be used to ensure a more reliable risk rating process. Those strategies mainly cover minimization of divergence of assumptions made by the decision-makers, clarifying what is included under the identified risk factors by defining sub-risk attributes and facilitating group decision-making.
机译:风险管理对于基于项目的行业(尤其是建筑行业)的成功至关重要。在当前文献中,已经提出了各种基于风险的决策支持系统来系统地识别和评估风险。但是,这些系统大多数都将决策者分配的风险等级(主要是概率等级和影响等级)用作输入值,并根据这些输入来量化与项目相关的风险等级。但是,在大多数情况下,这些评级是根据决策者的主观判断来分配的,并且在很大程度上取决于他们的知识水平,风险态度和假设。本文试图探索决策者对风险评级的分配过程,并质疑如何在实践中提高风险评估过程的可靠性。在这项工作中,作者开发的风险映射工具用于进行案例研究,该案例研究解释了不同决策者如何定义风险等级,并确定了分配等级之间可能存在差异的原因。在这方面,通过使用一个实际建筑项目的数据与三名建筑专家进行了案例研究,并且已经使用不同的策略重复进行了风险评估,以收集专家对风险评级的意见。案例研究的结果表明,尽管不能完全克服评级的主观性和对风险态度的敏感性,但可以使用某些策略来确保更可靠的风险评级过程。这些策略主要包括使决策者所做出的假设差异最小化,通过定义次风险属性并促进团体决策来澄清已识别风险因素中包括的内容。

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