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Rigorously interpreted quotation analysis for evaluating causal loop diagrams in late‐stage conceptualization

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  • Andrada Tomoaia‐Cotisel
  • Samuel D. Allen
  • Hyunjung Kim
  • David Andersen
  • Zaid Chalabi

Abstract

As a field, system dynamics has made more progress in developing formal model evaluation methods that use quantitative data than ones that use qualitative data. This article describes a formal method for evaluating a causal loop diagram (CLD) in late‐stage conceptualization – referred to as rigorously interpreted quotation analysis – and illustrates its application in a case study. The method uses a systematic and explicit interpretive process to confirm or disconfirm all diagram elements in a CLD by comparing it to stakeholders’ verbatim descriptions of their experiences in a complex dynamic situation. In so doing, this method enables the resolution of discrepancies between a CLD and qualitative data, building confidence in the structural aspects of a dynamic hypothesis. It does so via a process that is approachable for experts and stakeholders alike. © 2022 System Dynamics Society.

Suggested Citation

  • Andrada Tomoaia‐Cotisel & Samuel D. Allen & Hyunjung Kim & David Andersen & Zaid Chalabi, 2022. "Rigorously interpreted quotation analysis for evaluating causal loop diagrams in late‐stage conceptualization," System Dynamics Review, System Dynamics Society, vol. 38(1), pages 41-80, January.
    • Handle: RePEc:bla:sysdyn:v:38:y:2022:i:1:p:41-80
    DOI: 10.1002/sdr.1701
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    1. Gary Burchill & Charles H. Fine, 1997. "Time Versus Market Orientation in Product Concept Development: Empirically-Based Theory Generation," Management Science, INFORMS, vol. 43(4), pages 465-478, April.
    2. David C. Lane & Özge Pala & Yaman Barlas & David C. Lane, 2015. "Validity is a Matter of Confidence—But Not Just in System Dynamics," Systems Research and Behavioral Science, Wiley Blackwell, vol. 32(4), pages 450-458, July.
    3. Burchill, Gary & Fine, Charles H., 1994. "Time versus market orientation in product concept development : empirically-based theory generation," Working papers 3694-94. WP (Internationa, Massachusetts Institute of Technology (MIT), Sloan School of Management.
    4. G P Richardson, 1999. "Reflections for the future of system dynamics," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 50(4), pages 440-449, April.
    5. Oral, Muhittin & Kettani, Ossama, 1993. "The facets of the modeling and validation process in operations research," European Journal of Operational Research, Elsevier, vol. 66(2), pages 216-234, April.
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    Cited by:

    1. Ismail, Sharif A. & Tomoaia-Cotisel, Andrada & Noubani, Aya & Fouad, Fouad M. & Trogrlić, Robert Šakić & Bell, Sadie & Blanchet, Karl & Borghi, Josephine, 2024. "Identifying vulnerabilities in essential health services: Analysing the effects of system shocks on childhood vaccination delivery in Lebanon," Social Science & Medicine, Elsevier, vol. 358(C).

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