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Problem Structuring and Multiple Criteria Decision Analysis

In: Trends in Multiple Criteria Decision Analysis

Author

Listed:
  • Valerie Belton

    (The University of Strathclyde)

  • Theodor Stewart

    (University of Cape Town)

Abstract

This chapter addresses two complementary themes in relation to problem structuring and MCDA. The first and primary theme highlights the nature and importance of problem structuring for MCDA and then reviews suggested ways for how this process may be approached. The integrated use of problem structuring methods (PSMs) and MCDA is one such approach; this potential is explored in greater depth and illustrated by four short case studies. In reflecting on these and other experiences we conclude with a brief discussion of the complementary theme that MCDA can also be viewed as creating a problem structure within which many other standard tools of OR may be applied, and could therefore also be viewed as a PSM.

Suggested Citation

  • Valerie Belton & Theodor Stewart, 2010. "Problem Structuring and Multiple Criteria Decision Analysis," International Series in Operations Research & Management Science, in: Matthias Ehrgott & José Rui Figueira & Salvatore Greco (ed.), Trends in Multiple Criteria Decision Analysis, chapter 0, pages 209-239, Springer.
    • Handle: RePEc:spr:isochp:978-1-4419-5904-1_8
    DOI: 10.1007/978-1-4419-5904-1_8
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    Citations

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    Cited by:

    1. Isabella M. Lami & Stefano Moroni, 2020. "How Can I Help You? Questioning the Role of Evaluation Techniques in Democratic Decision-Making Processes," Sustainability, MDPI, vol. 12(20), pages 1-17, October.
    2. Hermano Bernardo & Adélio Gaspar & Carlos Henggeler Antunes, 2018. "A Combined Value Focused Thinking-Soft Systems Methodology Approach to Structure Decision Support for Energy Performance Assessment of School Buildings," Sustainability, MDPI, vol. 10(7), pages 1-19, July.
    3. Marttunen, Mika & Haara, Arto & Hjerppe, Turo & Kurttila, Mikko & Liesiö, Juuso & Mustajoki, Jyri & Saarikoski, Heli & Tolvanen, Anne, 2023. "Parallel and comparative use of three multicriteria decision support methods in an environmental portfolio problem," European Journal of Operational Research, Elsevier, vol. 307(2), pages 842-859.
    4. Rodrigues, Teresa C. & Montibeller, Gilberto & Oliveira, Mónica D. & Bana e Costa, Carlos A., 2017. "Modelling multicriteria value interactions with Reasoning Maps," European Journal of Operational Research, Elsevier, vol. 258(3), pages 1054-1071.
    5. Dyckhoff, Harald & Souren, Rainer, 2022. "Integrating multiple criteria decision analysis and production theory for performance evaluation: Framework and review," European Journal of Operational Research, Elsevier, vol. 297(3), pages 795-816.
    6. Majid Eskafi & Reza Fazeli & Ali Dastgheib & Poonam Taneja & Gudmundur F. Ulfarsson & Ragnheidur I. Thorarinsdottir & Gunnar Stefansson, 2020. "A value-based definition of success in adaptive port planning: a case study of the Port of Isafjordur in Iceland," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 22(3), pages 403-431, September.
    7. Maria Franca Norese & Diana Rolando & Rocco Curto, 2023. "DIKEDOC: a multicriteria methodology to organise and communicate knowledge," Annals of Operations Research, Springer, vol. 325(2), pages 1049-1082, June.
    8. McKenna, R. & Bertsch, V. & Mainzer, K. & Fichtner, W., 2018. "Combining local preferences with multi-criteria decision analysis and linear optimization to develop feasible energy concepts in small communities," European Journal of Operational Research, Elsevier, vol. 268(3), pages 1092-1110.
    9. Ferreira, Fernando A.F. & Spahr, Ronald W. & Sunderman, Mark A. & Govindan, Kannan & Meidutė-Kavaliauskienė, Ieva, 2022. "Urban blight remediation strategies subject to seasonal constraints," European Journal of Operational Research, Elsevier, vol. 296(1), pages 277-288.
    10. 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.
    11. Carmelo Picone & Roberto Henke & Myriam Ruberto & Emilio Calligaris & Raffaella Zucaro, 2021. "A Synthetic Indicator for Sustainability Standards of Water Resources in Agriculture," Sustainability, MDPI, vol. 13(15), pages 1-18, July.
    12. Melkonyan, Ani & Gruchmann, Tim & Lohmar, Fabian & Kamath, Vasanth & Spinler, Stefan, 2020. "Sustainability assessment of last-mile logistics and distribution strategies: The case of local food networks," International Journal of Production Economics, Elsevier, vol. 228(C).
    13. S. Scrieciu & Valerie Belton & Zaid Chalabi & Reinhard Mechler & Daniel Puig, 2014. "Advancing methodological thinking and practice for development-compatible climate policy planning," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 19(3), pages 261-288, March.
    14. Angelina Roša (Rosha) & Liudmila Lobanova, 2022. "Ethical Responsibility of a Company in the Context of Digital Transformation of Work: Conceptual Model," Sustainability, MDPI, vol. 14(18), pages 1-29, September.
    15. Marleau Donais, Francis & Abi-Zeid, Irène & Waygood, E. Owen D. & Lavoie, Roxane, 2019. "Assessing and ranking the potential of a street to be redesigned as a Complete Street: A multi-criteria decision aiding approach," Transportation Research Part A: Policy and Practice, Elsevier, vol. 124(C), pages 1-19.
    16. Josephine Gatti Schafer & Caleb T Gallemore, 2016. "Biases in multicriteria decision analysis: The case of environmental planning in Southern Nevada," Environment and Planning C, , vol. 34(8), pages 1652-1675, December.
    17. Benjamin Delhomme & Franck Taillandier & Irène Abi-Zeid & Rallou Thomopoulos & Cédric Baudrit & Laurent Mora, 2017. "Designing an argumentative decision-aiding tool for urban planning. AIPA : an interface between multicriteria decision aiding and argumentative frameworks," Post-Print hal-01837517, HAL.
    18. Livio Garattini & Anna Padula, 2018. "Multiple Criteria Decision Analysis in Health Technology Assessment for Drugs: Just Another Illusion?," Applied Health Economics and Health Policy, Springer, vol. 16(1), pages 1-4, February.
    19. Lami, Isabella M. & Todella, Elena, 2023. "A multi-methodological combination of the strategic choice approach and the analytic network process: From facts to values and vice versa," European Journal of Operational Research, Elsevier, vol. 307(2), pages 802-812.
    20. Axel C. Mühlbacher & Anika Kaczynski, 2016. "Making Good Decisions in Healthcare with Multi-Criteria Decision Analysis: The Use, Current Research and Future Development of MCDA," Applied Health Economics and Health Policy, Springer, vol. 14(1), pages 29-40, February.
    21. Bilbao-Terol, Amelia & Bilbao-Terol, Celia, 2024. "The Choquet integral supported by a hedonic approach for modelling preferences in hotel selection," Omega, Elsevier, vol. 122(C).
    22. Correia, Inês C. & Ferreira, Fernando A.F. & Zopounidis, Constantin & Ferreira, Neuza C.M.Q.F., 2024. "Urban expansion effects on real estate ecosystems: Identification and neutrosophic analysis of causal dynamics," Socio-Economic Planning Sciences, Elsevier, vol. 93(C).
    23. Marttunen, Mika & Haag, Fridolin & Belton, Valerie & Mustajoki, Jyri & Lienert, Judit, 2019. "Methods to inform the development of concise objectives hierarchies in multi-criteria decision analysis," European Journal of Operational Research, Elsevier, vol. 277(2), pages 604-620.
    24. Scholten, Lisa & Schuwirth, Nele & Reichert, Peter & Lienert, Judit, 2015. "Tackling uncertainty in multi-criteria decision analysis – An application to water supply infrastructure planning," European Journal of Operational Research, Elsevier, vol. 242(1), pages 243-260.
    25. Vaz-Patto, Constança M.R.P. & Ferreira, Fernando A.F. & Govindan, Kannan & Ferreira, Neuza C.M.Q.F., 2024. "Rethinking urban quality of life: Unveiling causality links using cognitive mapping, neutrosophic logic and DEMATEL," European Journal of Operational Research, Elsevier, vol. 316(1), pages 310-328.

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