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Rationality and intuition: integration of decision-making tools based on artificial intelligence in managerial practices
[Rationalité et intuition : intégration des outils décisionnels fondés sur l'intelligence artificielle dans les pratiques managériales]

Author

Listed:
  • Fabrice Duval

    (MEMIAD - Management, économie, modélisation, informatique et aide à la décision [UR7_3] - UA - Université des Antilles)

  • Christophe Elie-Dit-Cosaque

    (MEMIAD - Management, économie, modélisation, informatique et aide à la décision [UR7_3] - UA - Université des Antilles)

Abstract

Among the essential tasks of managers, the formulation of choices that they hope are optimal among a range of possibilities, when making a strategic or operational decision, is particularly difficult. By means of a multi-method analysis, our research aims to better understand the contribution of digital tools based on artificial intelligence to the performance of managerial decisions within organisations and to the creation of value thanks to: 1) a better understanding of the way in which they are used and appropriated by managers, 2) the evaluation of their contribution to the decision-making performance of the manager and 3) the formulation of recommendations aimed at better integrating the human (intuition, improvisation) with technology in the decision-making tools.

Suggested Citation

  • Fabrice Duval & Christophe Elie-Dit-Cosaque, 2021. "Rationality and intuition: integration of decision-making tools based on artificial intelligence in managerial practices [Rationalité et intuition : intégration des outils décisionnels fondés sur l'intelligence artificielle dans les pratiques mana," Post-Print hal-04165359, HAL.
    • Handle: RePEc:hal:journl:hal-04165359
    Note: View the original document on HAL open archive server: https://hal.science/hal-04165359
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    References listed on IDEAS

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    1. Duan, Yanqing & Edwards, John S. & Dwivedi, Yogesh K, 2019. "Artificial intelligence for decision making in the era of Big Data – evolution, challenges and research agenda," International Journal of Information Management, Elsevier, vol. 48(C), pages 63-71.
    2. Gigerenzer, Gerd & Todd, Peter M. & ABC Research Group,, 2000. "Simple Heuristics That Make Us Smart," OUP Catalogue, Oxford University Press, number 9780195143812.
    3. Gerardine DeSanctis & Marshall Scott Poole, 1994. "Capturing the Complexity in Advanced Technology Use: Adaptive Structuration Theory," Organization Science, INFORMS, vol. 5(2), pages 121-147, May.
    4. Herbert A. Simon, 1955. "A Behavioral Model of Rational Choice," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 69(1), pages 99-118.
    5. Russell L. Ackoff, 1967. "Management Misinformation Systems," Management Science, INFORMS, vol. 14(4), pages 147-156, December.
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