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Structure of multi-criteria decision-making

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  • C M Brugha

    (University College Dublin)

Abstract

Multi-criteria decision-making (MCDM) is presented as an eight-stage process of shaping information that satisfies the following criteria. The information should be accessible, differentiable, abstractable, understandable, verifiable, measurable, refinable and usable. For some stages, the decision-advisor should emphasize doing the stage convincingly by carrying out first its technical aspects, then relating to the context of the problem, and finally by taking into account the particular situation of the decision. For others, the decision-advisor should emphasize evincing information from the decision-maker first by relating to the situation of the decision, then seeing it in its context, and finally in its technical aspects. Methods for supporting the first four stages are shown to be personal construct theory for accessing the information, grounded theory for differentiating clusters of constructs, critical realism for abstracting their real meaning, and Nomology to understand how they fit into the criteria tree. An illustration is given.

Suggested Citation

  • C M Brugha, 2004. "Structure of multi-criteria decision-making," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 55(11), pages 1156-1168, November.
  • Handle: RePEc:pal:jorsoc:v:55:y:2004:i:11:d:10.1057_palgrave.jors.2601777
    DOI: 10.1057/palgrave.jors.2601777
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    Cited by:

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    4. Bous, Géraldine & Fortemps, Philippe & Glineur, François & Pirlot, Marc, 2010. "ACUTA: A novel method for eliciting additive value functions on the basis of holistic preference statements," European Journal of Operational Research, Elsevier, vol. 206(2), pages 435-444, October.
    5. Shizhong Ai & Rong Du & Cathal M. Brugha & Hongpeng Wang, 2016. "Pointing to Priorities for Multiple Criteria Decision Making — The Case of a MIS-Based Project in China," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 15(03), pages 683-702, May.
    6. Louta, Malamati & Roussaki, Ioanna & Pechlivanos, Lambros, 2008. "An intelligent agent negotiation strategy in the electronic marketplace environment," European Journal of Operational Research, Elsevier, vol. 187(3), pages 1327-1345, June.
    7. Joseph R. Kakeneno & Cathal MacSwiney Brugha, 2017. "Usability of Nomology-based methodologies in supporting problem structuring across cultures: the case of participatory decision-making in Tanzania rural communities," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 25(2), pages 393-415, June.
    8. Ardalan Bafahm & Minghe Sun, 2019. "Some Conflicting Results in the Analytic Hierarchy Process," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 18(02), pages 465-486, March.
    9. Brugha, Cathal MacSwiney, 2015. "Foundation of Nomology," European Journal of Operational Research, Elsevier, vol. 240(3), pages 734-747.
    10. Montibeller, Gilberto & Franco, L. Alberto & Lord, Ewan & Iglesias, Aline, 2009. "Structuring resource allocation decisions: A framework for building multi-criteria portfolio models with area-grouped options," European Journal of Operational Research, Elsevier, vol. 199(3), pages 846-856, December.
    11. Hector, Donald & Christensen, Carleton & Petrie, Jim, 2009. "A problem-structuring method for complex societal decisions: Its philosophical and psychological dimensions," European Journal of Operational Research, Elsevier, vol. 193(3), pages 693-708, March.
    12. Domenico Campisi & Simone Gitto & Donato Morea, 2018. "An Evaluation of Energy and Economic Efficiency in Residential Buildings Sector: A Multi-criteria Analisys on an Italian Case Study," International Journal of Energy Economics and Policy, Econjournals, vol. 8(3), pages 185-196.
    13. 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.
    14. Rodríguez-Espíndola, Oscar & Ahmadi, Hossein & Gastélum-Chavira, Diego & Ahumada-Valenzuela, Omar & Chowdhury, Soumyadeb & Dey, Prasanta Kumar & Albores, Pavel, 2023. "Humanitarian logistics optimization models: An investigation of decision-maker involvement and directions to promote implementation," Socio-Economic Planning Sciences, Elsevier, vol. 89(C).
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