Where do Industrial Districts Come From? A Cellular Automata Model of Competition, Cooperation and the Dynamics of Industrial Clusters

Despite the widespread emergence of geographical centers of entrepreneurship, or “hot spots,” and their important impact on the economy, relatively little research has been conducted on the forces that influence their development. To address this gap, this paper focuses on the relationship between localized decision making and the dynamics of competition and performance. Advocating an autogenetic perspective of organizations that views entrepreneurship as an emergent social process, we build a computational model of how competitive behavior by individual new ventures evolves into aggregate geographic clusters with complex collective properties. Using a computer simulation methodology to simulate the model under a variety of evolutionary conditions, we explore the effects of entrepreneurs’ decision making orientation and their range of local interaction on the evolution of geographical centers of entrepreneurship.

[1]  C. Galbraith,et al.  Competitive strategy and high technology regional/site location decisions: A cross-country study of Mexican and U.S. electronic component firms , 1992 .

[2]  W. Hamilton,et al.  The Evolution of Cooperation , 1984 .

[3]  K. Lindgren,et al.  Evolutionary dynamics of spatial games , 1994 .

[4]  S. Wolfram Statistical mechanics of cellular automata , 1983 .

[5]  David Krackhardt,et al.  When friends leave: A structural analysis of the relationship between turnover and stayers' attitudes. , 1985 .

[6]  S. Wolfram,et al.  Two-dimensional cellular automata , 1985 .

[7]  Erik R. Larsen,et al.  Density Delay and Organizational Survival: Computational Models and Empirical Comparisons , 1997, Comput. Math. Organ. Theory.

[8]  M. Nowak,et al.  Evolutionary games and spatial chaos , 1992, Nature.

[9]  Mathew J. Manimala,et al.  Entrepreneurial heuristics: A comparison between high PL (pioneering-innovative) and low PI ventures , 1992 .

[10]  Allen J. Scott,et al.  New Industrial Spaces: Flexible Production Organization and Regional Development in North America and Western Europe , 1989 .

[11]  M. Shubik Game theory in the social sciences: Concepts and solutions , 1982 .

[12]  Edward J. Malecki,et al.  Industrial Location and Corporate Organization in High Technology Industries , 1985 .

[13]  H. Gutowitz Cellular automata: theory and experiment : proceedings of a workshop , 1991 .

[14]  Alessandro Lomi,et al.  The Population Ecology of Organizational Founding: Location Dependence and Unobserved Heterogeneity , 1995 .

[15]  G. Carroll,et al.  Dynamics of Organizational Populations: Density, Legitimation, and Competition.By Michael T. Hannan and Glenn R. Carroll. Oxford University Press, 1992. 286 pp. $29.95 , 1992 .

[16]  Alessandro Lomi,et al.  Interacting Locally and Evolving Globally: A Computational Approach to the Dynamics of Organizational Populations , 1996 .

[17]  J M Smith,et al.  Evolution and the theory of games , 1976 .

[18]  G. Watson,et al.  Computer simulation , 1988 .

[19]  M. Porter The Competitive Advantage Of Nations , 1990 .

[20]  Lowell W. Busenitz,et al.  BIASES AND HEURISTICS IN STRATEGIC DECISION MAKING: DIFFERENCES BETWEEN ENTREPRENEURS AND MANAGERS IN LARGE ORGANIZATIONS. , 1994 .

[21]  B A Huberman,et al.  Evolutionary games and computer simulations. , 1993, Proceedings of the National Academy of Sciences of the United States of America.

[22]  P. Hogeweg Cellular automata as a paradigm for ecological modeling , 1988 .

[23]  W. Bygrave Theory building in the entrepreneurship paradigm , 1993 .

[24]  Stefan Nowak,et al.  Approaches to Social Theory , 1987 .

[25]  Donald C. Keenan,et al.  Competition, collusion, and chaos , 1993 .

[26]  Michael E. Porter,et al.  The Competitive Advantage of Nations. , 1990 .

[27]  Stephen Wolfram,et al.  Universality and complexity in cellular automata , 1983 .

[28]  L. Dosier,et al.  Academy of Management Best Paper Proceedings , 1997 .

[29]  Joel A. C. Baum,et al.  Evolutionary dynamics of organizations , 1996 .