Agent-Based Simulation in Path Dependence Research: A Network-Theoretic Model

Research output: Contribution to conferencePaperResearchpeer-review

Abstract

I suggest a model to research standard diffusion and path dependence in networks of actors (e.g. organizations, organizational units) adopting technologies. The model includes several existing models as special cases. It should enable exploring path dependence in greater detail. The model distinguishes between three phases. First, it looks at standard diffusion in a static network. It afterwards simulates the – potentially path-dependent – growth process. Then path-breaking or -reinforcing interventions in the structures of the network take place. The model sets itself apart from other models by having different forms of network initialization and network growth strategies. First experiments show that I can replicate several existing path dependence models, e.g. Arthur’s canonical model, as a special case. This builds confidence in the models’ validity. Along the way, I constructed a flexible simulation laboratory ready-to-use for other path dependence researchers. Future directions are described.
Original languageEnglish
Publication date2014
Number of pages14
Publication statusPublished - 2014
Externally publishedYes
Event3rd International Conference on Path Dependence - Free University , Berlin, Germany
Duration: 17 Feb 201418 Feb 2014
Conference number: 3
https://www.bam.ac.uk/civicrm/event/info?reset=1&id=1851

Conference

Conference3rd International Conference on Path Dependence
Number3
LocationFree University
CountryGermany
CityBerlin
Period17/02/201418/02/2014
Internet address

Keywords

  • Path dependence
  • Standard diffusion
  • Path-breaking interventions
  • Switching costs
  • Agent-based simulation
  • Network-theoretic models

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