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Participatory modeling for high complexity, multi‐system issues: challenges and recommendations for balancing qualitative understanding and quantitative questions

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  • Arielle R. Deutsch
  • Leah Frerichs
  • Madeleine Perry
  • Mohammad S. Jalali

Abstract

Community stakeholder participation can be incredibly valuable for the qualitative model development process. However, modelers often encounter challenges for participatory modeling projects focusing on high‐complexity, synergistic interactions between multiple issues, systems, and granularity. The diverse stakeholder perspectives and volumes of information necessary for developing such models can yield qualitative models that are difficult to translate into quantitative simulation or clear insight for informed decision‐making. There are few recommended best practices for developing high‐complexity, participatory models. We use an ongoing project as a case study to highlight three practical challenges for tackling high‐complexity, multi‐system issues with system dynamics tools. These challenges include balanced and respectful stakeholder engagement, defining boundaries and levels of variable aggregation, and timing and processes for qualitative/quantitative model integration. Our five recommendations to address these challenges serve as a foundation for further research on methods for developing translatable qualitative multi‐system models for informing actions for systemic change. © 2024 System Dynamics Society.

Suggested Citation

  • Arielle R. Deutsch & Leah Frerichs & Madeleine Perry & Mohammad S. Jalali, 2024. "Participatory modeling for high complexity, multi‐system issues: challenges and recommendations for balancing qualitative understanding and quantitative questions," System Dynamics Review, System Dynamics Society, vol. 40(4), October.
    • Handle: RePEc:bla:sysdyn:v:40:y:2024:i:4:n:e1765
    DOI: 10.1002/sdr.1765
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    1. Hassan Abdelbari & Kamran Shafi, 2017. "A computational Intelligence-based Method to ‘Learn’ Causal Loop Diagram-like Structures from Observed Data," System Dynamics Review, System Dynamics Society, vol. 33(1), pages 3-33, January.
    2. Sydelko, Pamela & Midgley, Gerald & Espinosa, Angela, 2021. "Designing interagency responses to wicked problems: Creating a common, cross-agency understanding," European Journal of Operational Research, Elsevier, vol. 294(1), pages 250-263.
    3. Krystyna Stave, 2010. "Participatory System Dynamics Modeling for Sustainable Environmental Management: Observations from Four Cases," Sustainability, MDPI, vol. 2(9), pages 1-23, September.
    4. Louise Freebairn & Jo-An Atkinson & Nathaniel D Osgood & Paul M Kelly & Geoff McDonnell & Lucie Rychetnik, 2019. "Turning conceptual systems maps into dynamic simulation models: An Australian case study for diabetes in pregnancy," PLOS ONE, Public Library of Science, vol. 14(6), pages 1-27, June.
    5. Jack Homer, 2014. "Levels of evidence in system dynamics modeling," System Dynamics Review, System Dynamics Society, vol. 30(1-2), pages 75-80, January.
    6. Emily Ryan & Matthew Pepper & Albert Munoz, 2021. "Causal Loop Diagram Aggregation Towards Model Completeness," Systemic Practice and Action Research, Springer, vol. 34(1), pages 37-51, February.
    7. Jack Homer, 2019. "Best practices in system dynamics modeling, revisited: a practitioner's view," System Dynamics Review, System Dynamics Society, vol. 35(2), pages 177-181, April.
    8. Margaret R Weeks & David W Lounsbury & Jianghong Li & Gary Hirsch & Marcie Berman & Helena D Green & Lucy Rohena & Rosely Gonzalez & Jairo M Montezuma-Rusca & Seja Jackson, 2020. "Simulating system dynamics of the HIV care continuum to achieve treatment as prevention," PLOS ONE, Public Library of Science, vol. 15(3), pages 1-22, March.
    9. Mohammadreza Zolfagharian & A. Georges L. Romme & Bob Walrave, 2018. "Why, when, and how to combine system dynamics with other methods: Towards an evidence-based framework," Journal of Simulation, Taylor & Francis Journals, vol. 12(2), pages 98-114, April.
    10. Rouwette, Etiënne & van Kranenburg, Hans & Freeman, Edward, 2017. "Reviewing the role of stakeholders in Operational Research: A stakeholder theory perspectiveAuthor-Name: de Gooyert, Vincent," European Journal of Operational Research, Elsevier, vol. 262(2), pages 402-410.
    11. Negar Darabi & Niyousha Hosseinichimeh, 2020. "System dynamics modeling in health and medicine: a systematic literature review," System Dynamics Review, System Dynamics Society, vol. 36(1), pages 29-73, January.
    12. Vincent de Gooyert, 2019. "Developing dynamic organizational theories; three system dynamics based research strategies," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(2), pages 653-666, March.
    13. John Sterman, 2018. "System dynamics at sixty: the path forward," System Dynamics Review, System Dynamics Society, vol. 34(1-2), pages 5-47, January.
    14. Edward B. Roberts, 1977. "Strategies for Effective Implementation of Complex Corporate Models," Interfaces, INFORMS, vol. 8(1), pages 26-33, November.
    15. Gábor Király & Péter Miskolczi, 2019. "Dynamics of participation: System dynamics and participation—An empirical review," Systems Research and Behavioral Science, Wiley Blackwell, vol. 36(2), pages 199-210, March.
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