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What does it mean to provide decision support to a responsible and competent expert?

Author

Listed:
  • Antoine Richard

    (Université Paris-Dauphine, PSL Research University
    GIE Hopsis Lyon)

  • Brice Mayag

    (Université Paris-Dauphine, PSL Research University)

  • François Talbot

    (DSII Bron, Hospices Civils de Lyon)

  • Alexis Tsoukias

    (Université Paris-Dauphine, PSL Research University)

  • Yves Meinard

    (Université Paris-Dauphine, PSL Research University)

Abstract

Decision support consists in helping a decision-maker to improve his/her decisions. However, clients requesting decision support are often themselves experts and are often taken by third parties and/or the general public to be responsible for the decisions they make. This predicament raises complex challenges for decision analysts, who have to avoid infringing upon the expertise and responsibility of the decision-maker. The case of diagnosis decision support in healthcare contexts is particularly illustrative. To support clinicians in their work and minimize the risk of medical error, various decision support systems have been developed, as part of information systems that are now ubiquitous in healthcare contexts. To develop, in collaboration with the hospitals of Lyon, a diagnostic decision support system for day-to-day customary consultations, we propose in this paper a critical analysis of current approaches to diagnostic decision support, which mainly consist in providing them with guidelines or even full-fledged diagnosis recommendations. We highlight that the use of such decision support systems by physicians raises responsibility issues, but also that it is at odds with the needs and constraints of customary consultations. We argue that the historical choice to favor guidelines or recommendations to physicians implies a very specific vision of what it means to support physicians, and we argue that the flaws of this vision partially explain why current diagnostic decision support systems are not accepted by physicians in their application to customary situations. Based on this analysis, we propose that decision support to physicians for customary cases should be deployed in an “adjustive” approach, which consists in providing physicians with the data on patients they need, when they need them, during consultations. The rationale articulated in this article has a more general bearing than clinical decision support and bears lessons for decision support activities in other contexts where decision-makers are competent and responsible experts.

Suggested Citation

  • 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.
  • Handle: RePEc:spr:eurjdp:v:8:y:2020:i:3:d:10.1007_s40070-020-00116-7
    DOI: 10.1007/s40070-020-00116-7
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    References listed on IDEAS

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    1. Ferretti, Valentina & Pluchinotta, Irene & Tsoukiàs, Alexis, 2019. "Studying the generation of alternatives in public policy making processes," European Journal of Operational Research, Elsevier, vol. 273(1), pages 353-363.
    2. Giada Marchi & Giulia Lucertini & Alexis Tsoukiàs, 2016. "From evidence-based policy making to policy analytics," Annals of Operations Research, Springer, vol. 236(1), pages 15-38, January.
    3. Andrey A. Povyakalo & Eugenio Alberdi & Lorenzo Strigini & Peter Ayton, 2013. "How to Discriminate between Computer-Aided and Computer-Hindered Decisions," Medical Decision Making, , vol. 33(1), pages 98-107, January.
    4. Giada Marchi & Giulia Lucertini & Alexis Tsoukiàs, 2016. "From evidence-based policy making to policy analytics," Annals of Operations Research, Springer, vol. 236(1), pages 15-38, January.
    5. Meinard, Y. & Cailloux, O., 2020. "On justifying the norms underlying decision support," European Journal of Operational Research, Elsevier, vol. 285(3), pages 1002-1010.
    6. James Zou & Londa Schiebinger, 2018. "AI can be sexist and racist — it’s time to make it fair," Nature, Nature, vol. 559(7714), pages 324-326, July.
    7. Maxwell Ayindenaba Dalaba & Patricia Akweongo & John Williams & Happiness Pius Saronga & Pencho Tonchev & Rainer Sauerborn & Nathan Mensah & Antje Blank & Jens Kaltschmidt & Svetla Loukanova, 2014. "Costs Associated with Implementation of Computer-Assisted Clinical Decision Support System for Antenatal and Delivery Care: Case Study of Kassena-Nankana District of Northern Ghana," PLOS ONE, Public Library of Science, vol. 9(9), pages 1-10, September.
    8. Meinard, Y. & Tsoukiàs, A., 2019. "On the rationality of decision aiding processes," European Journal of Operational Research, Elsevier, vol. 273(3), pages 1074-1084.
    9. Andre Esteva & Brett Kuprel & Roberto A. Novoa & Justin Ko & Susan M. Swetter & Helen M. Blau & Sebastian Thrun, 2017. "Dermatologist-level classification of skin cancer with deep neural networks," Nature, Nature, vol. 542(7639), pages 115-118, February.
    10. Alexis Tsoukiàs & Gilberto Montibeller & Giulia Lucertini & Valérie Belton, 2013. "Policy Analytics: An Agenda for Research and Practice," Working Papers hal-00874307, HAL.
    11. Fieschi, M., 1986. "Expert systems for medical consultation," Health Policy, Elsevier, vol. 6(2), pages 159-173.
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