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An elementary mechanism for simultaneously modeling discrete decisions and decision times

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  • Jiangbo Yu

Abstract

In the field of system dynamics (SD), there has been a missing set of theoretically sound techniques for explicitly modeling dynamics during discrete decision‐making processes across varying levels and types of decision pressures. Purchasing a property, filing a divorce, approving a merger, imposing a tariff, and launching a war are examples of actions that have broader ramifications; in these cases, the decisions and timing of those decisions are crucial in understanding and predicting the interactions between the decision‐makers and their environments. Sequential Sampling Models (SSMs) have remained commonplace in cognitive psychology (CP) for decades because of their utility in simultaneously capturing individual decisions and decision‐time distributions. This article reviews existing SSM literature and proposes a generalized, elementary mechanism distilled from existing SSMs, which establishes a connection between SD and CP in the hope of benefiting both fields. © 2022 System Dynamics Society.

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  • Jiangbo Yu, 2022. "An elementary mechanism for simultaneously modeling discrete decisions and decision times," System Dynamics Review, System Dynamics Society, vol. 38(3), pages 215-245, July.
    • Handle: RePEc:bla:sysdyn:v:38:y:2022:i:3:p:215-245
    DOI: 10.1002/sdr.1712
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    1. Simonson, Itamar, 1989. "Choice Based on Reasons: The Case of Attraction and Compromise Effects," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 16(2), pages 158-174, September.
    2. Busemeyer, Jerome R. & Diederich, Adele, 2002. "Survey of decision field theory," Mathematical Social Sciences, Elsevier, vol. 43(3), pages 345-370, July.
    3. David N. Ford, 2019. "A system dynamics glossary," System Dynamics Review, System Dynamics Society, vol. 35(4), pages 369-379, October.
    4. Richard M. Cyert & Herbert A. Simon & Donald B. Trow, 1956. "Observation of a Business Decision," The Journal of Business, University of Chicago Press, vol. 29, pages 237-237.
    5. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    6. Busemeyer, Jerome R. & Townsend, James T., 1992. "Fundamental derivations from decision field theory," Mathematical Social Sciences, Elsevier, vol. 23(3), pages 255-282, June.
    7. Tversky, Amos & Kahneman, Daniel, 1992. "Advances in Prospect Theory: Cumulative Representation of Uncertainty," Journal of Risk and Uncertainty, Springer, vol. 5(4), pages 297-323, October.
    8. Frank M. Bass, 1969. "A New Product Growth for Model Consumer Durables," Management Science, INFORMS, vol. 15(5), pages 215-227, January.
    9. Huber, Joel & Payne, John W & Puto, Christopher, 1982. "Adding Asymmetrically Dominated Alternatives: Violations of Regularity and the Similarity Hypothesis," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 9(1), pages 90-98, June.
    10. S. Link & R. Heath, 1975. "A sequential theory of psychological discrimination," Psychometrika, Springer;The Psychometric Society, vol. 40(1), pages 77-105, March.
    11. Saeed P. Langarudi & Carlos G. Silva & Alexander G. Fernald, 2021. "Measure more or report faster? Effect of information perception on management of commons," System Dynamics Review, System Dynamics Society, vol. 37(1), pages 72-92, January.
    12. John Sterman, 2018. "System dynamics at sixty: the path forward," System Dynamics Review, System Dynamics Society, vol. 34(1-2), pages 5-47, January.
    13. Mervyn Stone, 1960. "Models for choice-reaction time," Psychometrika, Springer;The Psychometric Society, vol. 25(3), pages 251-260, September.
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