• DocumentCode
    2616936
  • Title

    Modeling organizational adaptation: A replication of Levinthal’s model of emergent order

  • Author

    Tivnan, Brian F.

  • Author_Institution
    MITRE Corp., McLean
  • fYear
    2007
  • fDate
    9-12 Dec. 2007
  • Firstpage
    1241
  • Lastpage
    1246
  • Abstract
    Levinthal´s application of Kauffman´s NK model to economic firms continues to be one of the most accepted computational models in organization science. Levinthal investigates the impact to organizational fitness from both adaptive search and the interactions of strategic components within an organization. Despite concerns regarding the applicability of Kauffman´s NK model to organization science, Levintha´s initial study has received limited critical analysis and has not been independently replicated. Building on previous replication research of Tivnan, this paper describes the formulation, successful replication and critical analysis of Levintha´s model of emergent order in contribution towards a model-centered organization science. The paper concludes with a discussion of a credibility assessment of the replication results; namely, model verification and validation.
  • Keywords
    modelling; organisational aspects; Levinthal model; credibility assessment; economic firm; emergent order; model validation; model verification; model-centered organization science; organizational adaptation; Adaptation model; Biological system modeling; Bridges; Computational modeling; Economic forecasting; Guidelines; Independent component analysis; Predictive models; Robustness; Stochastic processes;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Simulation Conference, 2007 Winter
  • Conference_Location
    Washington, DC
  • Print_ISBN
    978-1-4244-1306-5
  • Electronic_ISBN
    978-1-4244-1306-5
  • Type

    conf

  • DOI
    10.1109/WSC.2007.4419727
  • Filename
    4419727