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Computational Analysis of Firms' Organization and Strategic Behaviour
DOI link for Computational Analysis of Firms' Organization and Strategic Behaviour
Computational Analysis of Firms' Organization and Strategic Behaviour book
Computational Analysis of Firms' Organization and Strategic Behaviour
DOI link for Computational Analysis of Firms' Organization and Strategic Behaviour
Computational Analysis of Firms' Organization and Strategic Behaviour book
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ABSTRACT
This book addresses possible applications of computer simulation to theory building in management and organizational theory. The key hypothesis is that modelling and computer simulation provide an environment to develop, test and articulate theoretical propositions. In general, computer simulation provides an experimental environment where researchers are able to play with symbolic representations of phenomena by modifying the model’s structure and activating or deactivating model’s parameters. This environment allows to both generating hypotheses to ex post explain observed phenomena or to ex ante generate distributions of unrealized events thereby envisioning areas for further empirical investigations.
Under a methodological perspective, the volume investigates logics and techniques to design a research strategy grounded on computer simulation. In particular, the articles in the book concentrate on two different techniques, and philosophies, to set up a simulation study: System Dynamics, which is grounded on differential equations and feedback theory, and agent-based modeling. The book describes how computer simulation helps to look into research issues typical to strategic management and organizational theory. In this respect, such themes as firms’ diversification strategies, competitive strategy, rivalry and the impact of role dynamics on organizational performances are explored through the lenses of computer simulation models.
TABLE OF CONTENTS
part |2 pages
Part I Why and How: Using Computer Simulation for Theory Development in Social Sciences
chapter 1|33 pages
The Use of Computer Simulation in Strategy and Organization Research
chapter 2|33 pages
Computational Modelling and Social Theory—The Dangers of Numerical Representation
chapter 3|37 pages
Devices for Theory Development: Why Using Computer Simulation If Mathematical Analysis Is Available?
chapter 4|15 pages
Mix, Chain and Replicate: Methodologies for Agent-Based Modeling of Social Systems
part |2 pages
Part II Computer Simulation for Theory Development in Strategy and Organization Theory
chapter 5|29 pages
The Dynamics of Firm Growth and Resource Sharing in Corporate Diversifi cation
chapter 6|19 pages
Revisiting Porter’s Generic Strategies for Competitive Environments Using System Dynamics
chapter 7|22 pages
Rivalry and Learning among Clustered and Isolated Firms
chapter 9|20 pages
Changing Roles in Organizations: An Agent-Based Approach
chapter 10|14 pages
Rationality Meets the Tribe: Recent Models of Cultural Group Selection
part |2 pages
Part III How to Build Agent-Based Computer Models of Firms