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Risk Matrix Integrating Risk Attitudes Based on Utility Theory

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  • Xin Ruan
  • Zhiyi Yin
  • Dan M. Frangopol

Abstract

Recent studies indicate that absence of the consideration of risk attitudes of decisionmakers in the risk matrix establishment process has become a major limitation. In order to evaluate risk in a more comprehensive manner, an approach to establish risk matrices that integrates risk attitudes based on utility theory is proposed. There are three main steps within this approach: (1) describing risk attitudes of decisionmakers by utility functions, (2) bridging the gap between utility functions and the risk matrix by utility indifference curves, and (3) discretizing utility indifference curves. A complete risk matrix establishment process based on practical investigations is introduced. This process utilizes decisionmakers’ answers to questionnaires to formulate required boundary values for risk matrix establishment and utility functions that effectively quantify their respective risk attitudes.

Suggested Citation

  • Xin Ruan & Zhiyi Yin & Dan M. Frangopol, 2015. "Risk Matrix Integrating Risk Attitudes Based on Utility Theory," Risk Analysis, John Wiley & Sons, vol. 35(8), pages 1437-1447, August.
  • Handle: RePEc:wly:riskan:v:35:y:2015:i:8:p:1437-1447
    DOI: 10.1111/risa.12400
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    References listed on IDEAS

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    Cited by:

    1. Roger C. Jensen & Haley Hansen, 2020. "Selecting Appropriate Words for Naming the Rows and Columns of Risk Assessment Matrices," IJERPH, MDPI, vol. 17(15), pages 1-17, July.
    2. Xingyuan Chen & Yong Deng, 2022. "An Evidential Software Risk Evaluation Model," Mathematics, MDPI, vol. 10(13), pages 1-19, July.
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    4. Alex de Lima Teodoro da Penha & Samuel Vinícius Bonato & Joana Baleeiro Passos & Eduardo da Silva Fernandes & Cínthia Kulpa & Carla Schwengber ten Caten, 2024. "Navigating the Urgency: An Open Innovation Project of Protective Equipment Development from a Quadruple Helix Perspective," Sustainability, MDPI, vol. 16(4), pages 1-32, February.
    5. Anna Kosovac & Brian Davidson & Hector Malano, 2019. "Are We Objective? A Study into the Effectiveness of Risk Measurement in the Water Industry," Sustainability, MDPI, vol. 11(5), pages 1-13, February.
    6. Roger C. Jensen & Royce L. Bird & Blake W. Nichols, 2022. "Risk Assessment Matrices for Workplace Hazards: Design for Usability," IJERPH, MDPI, vol. 19(5), pages 1-23, February.
    7. Vicki Bier, 2020. "The Role of Decision Analysis in Risk Analysis: A Retrospective," Risk Analysis, John Wiley & Sons, vol. 40(S1), pages 2207-2217, November.

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