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Application of the inoperability input—output model (IIM) for systemic risk assessment and management of interdependent infrastructures

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  • Kenneth G. Crowther
  • Yacov Y. Haimes

Abstract

Our modern era is characterized by a large‐scale web of interconnected and interdependent economic and infrastructure systems, coupled with threats of terrorism. This paper demonstrates the value of introducing interdependency analysis into various phases of risk assessment and management through application of the Inoperability Input–Output Model (IIM). The IIM estimates the cascading inoperability and economic losses that result from interdependencies within large‐scale economic and infrastructure systems. Based on real data and the Nobel Prize‐winning W. Leontief economic model, the IIM is a computationally efficient, inexpensive, holistic method for estimating economic impacts. Three illustrative case studies are presented. The first and second illustrate how the supply‐ and demand‐side IIM is used to calculate higher‐order effects from attacks to vulnerabilities and implementation of risk management policies in large‐scale economic systems. The final case study illustrates a more general use for interdependency analysis: to evaluate risk management options against multiple objectives. This study calculates a Pareto‐optimal or efficient frontier of solutions by integrating a simplified model of the costs of recovery to the Power sector derived from open‐source data with the IIM. Through these case studies, which use a database from the Bureau of Economic Analysis, we illustrate the value of interdependency analysis in the risk assessment and management process as an integral part of systems engineering. © 2005 Wiley Periodicals, Inc. Syst Eng 8: 323–341, 2005

Suggested Citation

  • Kenneth G. Crowther & Yacov Y. Haimes, 2005. "Application of the inoperability input—output model (IIM) for systemic risk assessment and management of interdependent infrastructures," Systems Engineering, John Wiley & Sons, vol. 8(4), pages 323-341.
    • Handle: RePEc:wly:syseng:v:8:y:2005:i:4:p:323-341
    DOI: 10.1002/sys.20037
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    References listed on IDEAS

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    1. Yasuhide Okuyama & Geoffrey J. D. Hewings & Michael Sonis, 2004. "Measuring Economic Impacts of Disasters: Interregional Input-Output Analysis Using Sequential Interindustry Model," Advances in Spatial Science, in: Yasuhide Okuyama & Stephanie E. Chang (ed.), Modeling Spatial and Economic Impacts of Disasters, chapter 5, pages 77-101, Springer.
    2. David M. Sharman & Ali A. Yassine, 2004. "Characterizing complex product architectures," Systems Engineering, John Wiley & Sons, vol. 7(1), pages 35-60.
    3. Stanley Kaplan & B. John Garrick, 1981. "On The Quantitative Definition of Risk," Risk Analysis, John Wiley & Sons, vol. 1(1), pages 11-27, March.
    4. Stan Kaplan & Yacov Y. Haimes & B. John Garrick, 2001. "Fitting Hierarchical Holographic Modeling into the Theory of Scenario Structuring and a Resulting Refinement to the Quantitative Definition of Risk," Risk Analysis, John Wiley & Sons, vol. 21(5), pages 807-807, October.
    5. Yacov Y. Haimes, 1991. "Total Risk Management," Risk Analysis, John Wiley & Sons, vol. 11(2), pages 169-171, June.
    6. M. F. Leung & J. R. Santos & Y. Y. Haimes, 2003. "Risk Modeling, Assessment, and Management of Lahar Flow Threat," Risk Analysis, John Wiley & Sons, vol. 23(6), pages 1323-1335, December.
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    Cited by:

    1. Chenyang Lian & Yacov Y. Haimes, 2006. "Managing the risk of terrorism to interdependent infrastructure systems through the dynamic inoperability input–output model," Systems Engineering, John Wiley & Sons, vol. 9(3), pages 241-258, September.
    2. Hairui Wei & Ming Dong & Shuyu Sun, 2010. "Inoperability input‐output modeling (IIM) of disruptions to supply chain networks," Systems Engineering, John Wiley & Sons, vol. 13(4), pages 324-339, December.
    3. Guo, Xi & Wang, Weijing & Lv, Cuimei & He, Chentao & Cao, Qianqian, 2026. "Emergy quantification of economic-social-ecological losses under water supply-demand dual regulation during mega-droughts," Ecological Modelling, Elsevier, vol. 514(C).

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