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
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