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On structural dominance analysis

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  • Rogelio Oliva

Abstract

This article is based on my talk at the 2019 International System Dynamics Conference on the occasion of receiving the Jay. W. Forrester Award for the article, “Structural dominance analysis of large and stochastic models” (System Dynamics Review 2016, 32(1): 26–51). I summarize here the history of the research project that led to the award‐winning article. I present the evolution of the ideas in a non‐technical way that develops the intuition for how eigenvalue elasticity analysis works and highlights the power of its explanations. I discuss what I believe to be the main benefits of structural dominance analysis and address the major criticisms that have been raised against it, and I close by reflecting on why I believe the capability to formally establish links between structure and behavior will become more salient in a context that pushes for larger models and demands higher standards of evidence. © 2020 System Dynamics Society

Suggested Citation

  • Rogelio Oliva, 2020. "On structural dominance analysis," System Dynamics Review, System Dynamics Society, vol. 36(1), pages 8-28, January.
    • Handle: RePEc:bla:sysdyn:v:36:y:2020:i:1:p:8-28
    DOI: 10.1002/sdr.1647
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    References listed on IDEAS

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    1. Rogelio Oliva, 2016. "Structural dominance analysis of large and stochastic models," System Dynamics Review, System Dynamics Society, vol. 32(1), pages 26-51, January.
    2. Saleh, Mohamed & Oliva, Rogelio & Kampmann, Christian Erik & Davidsen, Pål I., 2010. "A comprehensive analytical approach for policy analysis of system dynamics models," European Journal of Operational Research, Elsevier, vol. 203(3), pages 673-683, June.
    3. Oliva, Rogelio, 2003. "Model calibration as a testing strategy for system dynamics models," European Journal of Operational Research, Elsevier, vol. 151(3), pages 552-568, December.
    4. Poole, Marshall Scott & Van de Ven, Andrew H. & Dooley, Kevin & Holmes, Michael E., 2000. "Organizational Change and Innovation Processes: Theory and Methods for Research," OUP Catalogue, Oxford University Press, number 9780195131987.
    5. Peter R. Monge, 1990. "Theoretical and Analytical Issues in Studying Organizational Processes," Organization Science, INFORMS, vol. 1(4), pages 406-430, November.
    6. Rogelio Oliva & John D. Sterman, 2001. "Cutting Corners and Working Overtime: Quality Erosion in the Service Industry," Management Science, INFORMS, vol. 47(7), pages 894-914, July.
    7. John Sterman, 2018. "System dynamics at sixty: the path forward," System Dynamics Review, System Dynamics Society, vol. 34(1-2), pages 5-47, January.
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    2. Edward G. Anderson & David R. Keith & Jose Lopez, 2023. "Opportunities for system dynamics research in operations management for public policy," Production and Operations Management, Production and Operations Management Society, vol. 32(6), pages 1895-1920, June.
    3. Xu, Ran & Baghaei Lakeh, Arash & Ghaffarzadegan, Navid, 2021. "Examining the characteristics of impactful research topics: A case of three decades of HIV-AIDS research," Journal of Informetrics, Elsevier, vol. 15(1).
    4. William Schoenberg & Pål Davidsen & Robert Eberlein, 2020. "Understanding model behavior using the Loops that Matter method," System Dynamics Review, System Dynamics Society, vol. 36(2), pages 158-190, April.
    5. Turner, Benjamin L., 2020. "Model laboratories: A quick-start guide for design of simulation experiments for dynamic systems models," Ecological Modelling, Elsevier, vol. 434(C).
    6. John Hayward & Paul A. Roach, 2022. "The concept of energy in the analysis of system dynamics models," System Dynamics Review, System Dynamics Society, vol. 38(1), pages 5-40, January.

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