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The effects of using system dynamics-based decision support models: testing policy-makers’ boundaries in a complex situation

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  • Céline Bérard

    (COACTIS - COnception de l'ACTIon en Situation - UL2 - Université Lumière - Lyon 2 - UJM - Université Jean Monnet - Saint-Étienne, UL2 - Université Lumière - Lyon 2)

  • Martin Cloutier L.
  • Luc Cassivi

Abstract

Systems thinking and computer-based modelling systems are widely recognised as effective for solving complex problems, particularly for the potential changes they can trigger in decision-makers' perception of where problems' boundaries lie. Surprisingly, few studies have analysed their empirical effects on decision-making. This paper explores the effects of the use of a system dynamics-based decision support system (DSS) by decision-makers, focusing on boundary judgements, which indicate what issues and stakeholders are to be included in the decision analysis. The data were obtained from an experiment with 40 policy-makers, using a simulated case approach that focused on the complex biotechnology intellectual property system. They suggest that the use of such a DSS favours both the analysis of a greater range of perspectives and broader stakeholder participation, but does not strengthen either interdisciplinary integration or depth of stakeholder participation.

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  • Céline Bérard & Martin Cloutier L. & Luc Cassivi, 2017. "The effects of using system dynamics-based decision support models: testing policy-makers’ boundaries in a complex situation," Post-Print halshs-01666605, HAL.
  • Handle: RePEc:hal:journl:halshs-01666605
    Note: View the original document on HAL open archive server: https://shs.hal.science/halshs-01666605
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    1. Gary L. Lilien & Arvind Rangaswamy & Gerrit H. Van Bruggen & Katrin Starke, 2004. "DSS Effectiveness in Marketing Resource Allocation Decisions: Reality vs. Perception," Information Systems Research, INFORMS, vol. 15(3), pages 216-235, September.
    2. John C. Henderson & Paul C. Nutt, 1980. "The Influence of Decision Style on Decision Making Behavior," Management Science, INFORMS, vol. 26(4), pages 371-386, April.
    3. Leischow, S.J. & Milstein, B., 2006. "Systems thinking and modeling for public health practice," American Journal of Public Health, American Public Health Association, vol. 96(3), pages 403-405.
    4. Mingers, John & White, Leroy, 2010. "A review of the recent contribution of systems thinking to operational research and management science," European Journal of Operational Research, Elsevier, vol. 207(3), pages 1147-1161, December.
    5. Midgley, G., 2006. "Systemic intervention for public health," American Journal of Public Health, American Public Health Association, vol. 96(3), pages 466-472.
    6. Sterman, John D., 1989. "Misperceptions of feedback in dynamic decision making," Organizational Behavior and Human Decision Processes, Elsevier, vol. 43(3), pages 301-335, June.
    7. Ockie J. H. Bosch & Nam C. Nguyen & Takashi Maeno & Toshiyuki Yasui, 2013. "Managing Complex Issues through Evolutionary Learning Laboratories," Systems Research and Behavioral Science, Wiley Blackwell, vol. 30(2), pages 116-135, March.
    8. John Sterman, 2014. "Interactive web-based simulations for strategy and sustainability: The MIT Sloan LearningEdge management flight simulators, Part II," System Dynamics Review, System Dynamics Society, vol. 30(3), pages 206-231, July.
    9. Abigail Oxley Green & Lynsey Hunton‐Clarke, 2003. "A typology of stakeholder participation for company environmental decision‐making," Business Strategy and the Environment, Wiley Blackwell, vol. 12(5), pages 292-299, September.
    10. John D. Sterman, 1989. "Modeling Managerial Behavior: Misperceptions of Feedback in a Dynamic Decision Making Experiment," Management Science, INFORMS, vol. 35(3), pages 321-339, March.
    11. John Sterman, 2014. "Interactive web-based simulations for strategy and sustainability: The MIT Sloan LearningEdge management flight simulators, Part I," System Dynamics Review, System Dynamics Society, vol. 30(1-2), pages 89-121, January.
    12. Pieter J. Beers & Henny P. A. Boshuizen & Paul A. Kirschner & Wim H. Gijselaers, 2006. "Common Ground, Complex Problems and Decision Making," Group Decision and Negotiation, Springer, vol. 15(6), pages 529-556, November.
    13. Trochim, W.M. & Cabrera, D.A. & Milstein, B. & Gallagher, R.S. & Leischow, S.J., 2006. "Practical challenges of systems thinking and modeling in public health," American Journal of Public Health, American Public Health Association, vol. 96(3), pages 538-546.
    14. Ulrich, Werner, 1987. "Critical heuristics of social systems design," European Journal of Operational Research, Elsevier, vol. 31(3), pages 276-283, September.
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    1. Pluchinotta, Irene & Salvia, Giuseppe & Zimmermann, Nici, 2022. "The importance of eliciting stakeholders’ system boundary perceptions for problem structuring and decision-making," European Journal of Operational Research, Elsevier, vol. 302(1), pages 280-293.

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