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On the rationality of decision aiding processes

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  • Meinard, Y.
  • Tsoukiàs, A.

Abstract

The notion of rationality plays a crucial role in Decision Aiding (DA), both as a scientific discipline and as a professional practice. Indeed, a pervasive and possibly constitutive feature of DA is that it constantly faces challenges as to whether it is valid, legitimate, useful, practical, etc. Rationality plays a pivotal role in participating to determine whether DA fulfills such requirements. In this article, we take advantage of arguments developed in the philosophical literature, mainly by Habermas, to introduce a framework defining a series of conceptions of rationality. We use this framework in order to introduce a typology of DA approaches, distinguishing objectivist, conformist, adjustive and reflexive approaches. Whereas the underlying conception of rationality plays a key role in determining the features of DA processes, we argue that tools are largely independent of conceptions of rationality. Our reasoning has direct operational implications, which makes it of distinctive interest, not only for philosophers and operational research theoreticians, but also for practitioners. We explain how practitioners should reason in practice to identify which DA approach they should implement in a given situation. We then explain how they can take advantage of our analysis to entrench the legitimacy and validity of their recommendations.

Suggested Citation

  • Meinard, Y. & Tsoukiàs, A., 2019. "On the rationality of decision aiding processes," European Journal of Operational Research, Elsevier, vol. 273(3), pages 1074-1084.
  • Handle: RePEc:eee:ejores:v:273:y:2019:i:3:p:1074-1084
    DOI: 10.1016/j.ejor.2018.09.009
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    References listed on IDEAS

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    Cited by:

    1. Antoine Richard & Brice Mayag & François Talbot & Alexis Tsoukias & Yves Meinard, 2020. "What does it mean to provide decision support to a responsible and competent expert?," EURO Journal on Decision Processes, Springer;EURO - The Association of European Operational Research Societies, vol. 8(3), pages 205-236, November.
    2. Meinard, Y. & Cailloux, O., 2020. "On justifying the norms underlying decision support," European Journal of Operational Research, Elsevier, vol. 285(3), pages 1002-1010.
    3. Richard John Ormerod, 2022. "The economic logic of OR consulting practice: Towards a foundational view," Systems Research and Behavioral Science, Wiley Blackwell, vol. 39(4), pages 685-707, July.
    4. Khosrowabadi, Naghmeh & Hoberg, Kai & Imdahl, Christina, 2022. "Evaluating human behaviour in response to AI recommendations for judgemental forecasting," European Journal of Operational Research, Elsevier, vol. 303(3), pages 1151-1167.
    5. Dell’Anna, Federico & Dell’Ovo, Marta, 2022. "A stakeholder-based approach managing conflictual values in urban design processes. The case of an open prison in Barcelona," Land Use Policy, Elsevier, vol. 114(C).
    6. Spanellis, Agnessa & MacBryde, Jillian & Dӧrfler, Viktor, 2021. "A dynamic model of knowledge management in innovative technology companies: A case from the energy sector," European Journal of Operational Research, Elsevier, vol. 292(2), pages 784-797.
    7. Yves Meinard & Irene Pluchinotta, 2022. "C-KE/I: A pragmatic framework for policy innovation," Post-Print hal-03881635, HAL.

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