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A prescriptive framework for recommending decision attributes of infrastructure disaster recovery problems

Author

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  • Milad Zamanifar

    (Technical University of Berlin)

  • Timo Hartmann

    (Technical University of Berlin)

Abstract

This paper proposes a framework to systematically evaluate and select attributes of decision models used in disaster risk management. In doing so, we formalized the attribute selection process as a sequential screening-utility problem by formulating a prescriptive decision model. The aim is to assist decision-makers in producing a ranked list of attributes and selecting a set among them. We developed an evaluation process consisting of ten criteria in three sequential stages. We used a combination of three decision rules for the evaluation process, alongside mathematically integrated compensatory and non-compensatory techniques as the aggregation methods. We implemented the framework in the context of disaster resilient transportation network to investigate its performance and outcomes. Results show that the framework acted as an inclusive systematic decision aiding mechanism and promoted creative and collaborative decision-making. Preliminary investigations suggest the successful application of the framework in evaluating and selecting a tenable set of attributes. Further analyses are required to discuss the performance of the produced attributes. The properties of the resulting attributes and feedback of the users suggest the quality of outcomes compared to the retrospective attributes that were selected in an unaided selection process. Research and practice can use the framework to conduct a systematic problem-structuring phase of decision analysis and select an equitable set of decision attributes.

Suggested Citation

  • Milad Zamanifar & Timo Hartmann, 2021. "A prescriptive framework for recommending decision attributes of infrastructure disaster recovery problems," Environment Systems and Decisions, Springer, vol. 41(4), pages 633-650, December.
  • Handle: RePEc:spr:envsyd:v:41:y:2021:i:4:d:10.1007_s10669-021-09824-0
    DOI: 10.1007/s10669-021-09824-0
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    1. Orana Sandri & Jan Hayes & Sarah Holdsworth, 2020. "Regulating urban development around major accident hazard pipelines: a systems comparison of governance frameworks in Australia and the UK," Environment Systems and Decisions, Springer, vol. 40(3), pages 385-402, September.
    2. Ralph L. Keeney & Timothy L. McDaniels, 1992. "Value-Focused Thinking about Strategic Decisions at BC Hydro," Interfaces, INFORMS, vol. 22(6), pages 94-109, December.
    3. Myriam Merad & Nicolas Dechy & Frédéric Marcel & Igor Linkov, 2013. "Multiple-criteria decision-aiding framework to analyze and assess the governance of sustainability," Environment Systems and Decisions, Springer, vol. 33(2), pages 305-321, June.
    4. Igor Linkov & Cate Fox‐Lent & Laura Read & Craig R. Allen & James C. Arnott & Emanuele Bellini & Jon Coaffee & Marie‐Valentine Florin & Kirk Hatfield & Iain Hyde & William Hynes & Aleksandar Jovanovic, 2018. "Tiered Approach to Resilience Assessment," Risk Analysis, John Wiley & Sons, vol. 38(9), pages 1772-1780, September.
    5. von Winterfeldt, Detlof & Fasolo, Barbara, 2009. "Structuring decision problems: A case study and reflections for practitioners," European Journal of Operational Research, Elsevier, vol. 199(3), pages 857-866, December.
    6. Min-Ho Ha & Zaili Yang, 2018. "Modelling Interdependency Among Attributes in MCDM: Its Application in Port Performance Measurement," International Series in Operations Research & Management Science, in: Paul Tae-Woo Lee & Zaili Yang (ed.), Multi-Criteria Decision Making in Maritime Studies and Logistics, chapter 0, pages 323-354, Springer.
    7. Timothy L. McDaniels & Stephanie E. Chang & David Hawkins & Gerard Chew & Holly Longstaff, 2015. "Towards disaster-resilient cities: an approach for setting priorities in infrastructure mitigation efforts," Environment Systems and Decisions, Springer, vol. 35(2), pages 252-263, June.
    8. Kunsch, Pierre L. & Ishizaka, Alessio, 2019. "A note on using centroid weights in additive multi-criteria decision analysis," European Journal of Operational Research, Elsevier, vol. 277(1), pages 391-393.
    9. Peter A. Beling, 2013. "Multi-scale decision making: challenges in engineering and environmental systems," Environment Systems and Decisions, Springer, vol. 33(3), pages 323-325, September.
    10. Fawz Manyaga & Nilufer Nilufer & Zineb Hajaoui, 2020. "A systematic literature review on multi-criteria decision making in disaster management," International Journal of Business Ecosystem & Strategy (2687-2293), Bussecon International Academy, vol. 2(2), pages 1-7, April.
    11. Ralph L. Keeney, 1982. "Feature Article—Decision Analysis: An Overview," Operations Research, INFORMS, vol. 30(5), pages 803-838, October.
    12. Hao Yu & Wei Deng Solvang, 2017. "A multi-objective location-allocation optimization for sustainable management of municipal solid waste," Environment Systems and Decisions, Springer, vol. 37(3), pages 289-308, September.
    13. Robin Gregory & Lee Failing, 2002. "Using decision analysis to encourage sound deliberation: water use planning in British Columbia, Canada," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 21(3), pages 492-499.
    14. Ling Rothrock & Jing Yin, 2008. "Integrating Compensatory and Noncompensatory Decision-Making Strategies in Dynamic Task Environments," Springer Optimization and Its Applications, in: Tamar Kugler & J. Cole Smith & Terry Connolly & Young-Jun Son (ed.), Decision Modeling and Behavior in Complex and Uncertain Environments, pages 125-141, Springer.
    15. Hugo Herrera & Birgit Kopainsky, 2020. "Using system dynamics to support a participatory assessment of resilience," Environment Systems and Decisions, Springer, vol. 40(3), pages 342-355, September.
    16. Ralph L. Keeney & Robin S. Gregory, 2005. "Selecting Attributes to Measure the Achievement of Objectives," Operations Research, INFORMS, vol. 53(1), pages 1-11, February.
    17. F. Hutton Barron & Bruce E. Barrett, 1996. "Decision Quality Using Ranked Attribute Weights," Management Science, INFORMS, vol. 42(11), pages 1515-1523, November.
    18. Hämäläinen, Raimo P. & Alaja, Susanna, 2008. "The threat of weighting biases in environmental decision analysis," Ecological Economics, Elsevier, vol. 68(1-2), pages 556-569, December.
    19. E. E. Koks & J. Rozenberg & C. Zorn & M. Tariverdi & M. Vousdoukas & S. A. Fraser & J. W. Hall & S. Hallegatte, 2019. "A global multi-hazard risk analysis of road and railway infrastructure assets," Nature Communications, Nature, vol. 10(1), pages 1-11, December.
    20. Keeney,Ralph L. & Raiffa,Howard, 1993. "Decisions with Multiple Objectives," Cambridge Books, Cambridge University Press, number 9780521438834.
    21. Bahaa Elboshy & Shinjiro Kanae & Mona Gamaleldin & Hany Ayad & Toshihiro Osaragi & Waleed Elbarki, 2019. "A framework for pluvial flood risk assessment in Alexandria considering the coping capacity," Environment Systems and Decisions, Springer, vol. 39(1), pages 77-94, March.
    22. Jonathan Pearson & G. Punzo & M. Mayfield & G. Brighty & A. Parsons & P. Collins & S. Jeavons & A. Tagg, 2018. "Flood resilience: consolidating knowledge between and within critical infrastructure sectors," Environment Systems and Decisions, Springer, vol. 38(3), pages 318-329, September.
    23. Solveig Höfer & Alex Ziemba & Ghada El Serafy, 2020. "A Bayesian approach to ecosystem service trade-off analysis utilizing expert knowledge," Environment Systems and Decisions, Springer, vol. 40(1), pages 67-83, March.
    24. Sarah K. Jacobi & Benjamin F. Hobbs, 2007. "Quantifying and Mitigating the Splitting Bias and Other Value Tree-Induced Weighting Biases," Decision Analysis, INFORMS, vol. 4(4), pages 194-210, December.
    25. Jeffrey Keisler & Igor Linkov, 2014. "Environment models and decisions," Environment Systems and Decisions, Springer, vol. 34(3), pages 369-372, September.
    26. Emily H. Walpole & Eric Toman & Melanie Stidham & Robyn Wilson, 2020. "The science and practice of ecological restoration: a mental models analysis of restoration practitioners," Environment Systems and Decisions, Springer, vol. 40(4), pages 588-604, December.
    27. Mark C. Quigley & Luke G. Bennetts & Patricia Durance & Petra M. Kuhnert & Mark D. Lindsay & Keith G. Pembleton & Melanie E. Roberts & Christopher J. White, 2019. "The provision and utility of science and uncertainty to decision-makers: earth science case studies," Environment Systems and Decisions, Springer, vol. 39(3), pages 307-348, September.
    28. Dodgson, JS & Spackman, M & Pearman, A & Phillips, LD, 2009. "Multi-criteria analysis: a manual," Economic History Working Papers 12761, London School of Economics and Political Science, Department of Economic History.
    29. Sahar Mirzaee & David Fannon & Matthias Ruth, 2019. "A comparison of preference elicitation methods for multi-criteria design decisions about resilient and sustainable buildings," Environment Systems and Decisions, Springer, vol. 39(4), pages 439-453, December.
    30. Cate Fox-Lent & Matthew E. Bates & Igor Linkov, 2015. "A matrix approach to community resilience assessment: an illustrative case at Rockaway Peninsula," Environment Systems and Decisions, Springer, vol. 35(2), pages 209-218, June.
    31. Mark C. Quigley & Luke G. Bennetts & Patricia Durance & Petra M. Kuhnert & Mark D. Lindsay & Keith G. Pembleton & Melanie E. Roberts & Christopher J. White, 2019. "The provision and utility of earth science to decision-makers: synthesis and key findings," Environment Systems and Decisions, Springer, vol. 39(3), pages 349-367, September.
    32. Maier, Konradin & Stix, Volker, 2013. "A semi-automated approach for structuring multi criteria decision problems," European Journal of Operational Research, Elsevier, vol. 225(3), pages 487-496.
    33. Jeffrey C. Cegan & Ashley M. Filion & Jeffrey M. Keisler & Igor Linkov, 2017. "Trends and applications of multi-criteria decision analysis in environmental sciences: literature review," Environment Systems and Decisions, Springer, vol. 37(2), pages 123-133, June.
    34. Samuel D. Bond & Kurt A. Carlson & Ralph L. Keeney, 2008. "Generating Objectives: Can Decision Makers Articulate What They Want?," Management Science, INFORMS, vol. 54(1), pages 56-70, January.
    35. Milad Zamanifar & Timo Hartmann, 2020. "Optimization-based decision-making models for disaster recovery and reconstruction planning of transportation networks," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 104(1), pages 1-25, October.
    36. Mats Danielson & Love Ekenberg, 2016. "The CAR Method for Using Preference Strength in Multi-criteria Decision Making," Group Decision and Negotiation, Springer, vol. 25(4), pages 775-797, July.
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