Technological innovation and complexity theory
Complexity theory has become influential in recent models in social science. In the context of innovations and new technologies, most applications have focused on technology adoption and technology diffusion, whereas the topic of the innovation process has received less attention. This paper discusses three families of complexity models of technological innovation: fitness landscape models, network models and percolation models. The models are capable of analysing complex interaction structures (between components of technologies, between agents engaged in collective invention) while avoiding 'over-parameterisation'. The paper ends with discussing the methodological challenges and critiques regarding the application of complexity theory that remain.
Volume (Year): 15 (2006)
Issue (Month): 2 ()
|Contact details of provider:|| Web page: http://www.tandfonline.com/GEIN20 |
|Order Information:||Web: http://www.tandfonline.com/pricing/journal/GEIN20|
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Sushil Bikhchandani & David Hirshleifer & Ivo Welch, 1998. "Learning from the Behavior of Others: Conformity, Fads, and Informational Cascades," Journal of Economic Perspectives, American Economic Association, vol. 12(3), pages 151-170, Summer.
- Arthur, W. Brian, 1990. "'Silicon Valley' locational clusters: when do increasing returns imply monopoly?," Mathematical Social Sciences, Elsevier, vol. 19(3), pages 235-251, June.
- Cowan, R. & Jonard, N., 2003.
"The dynamics of collective invention,"
Journal of Economic Behavior & Organization,
Elsevier, vol. 52(4), pages 513-532, December.
- Marengo, Luigi, et al, 2000.
"The Structure of Problem-Solving Knowledge and the Structure of Organizations,"
Industrial and Corporate Change,
Oxford University Press, vol. 9(4), pages 757-88, December.
- Luigi Marengo & Giovanni Dosi & Paolo Legrenzi & Corrado Pasquali, 1999. "The structure of problem-solving knowledge and the structure of organisations," LEM Papers Series 1999/09, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
- Weisbuch, G. & Kirman, A.P. & Herreiner, D., 1996.
96a20, Universite Aix-Marseille III.
- Frenken, K. & Nuvolari, A., 2003.
"The Early Development of the Steam Engine: An Evolutionary Interpretation using Complexity Theory,"
03.15, Eindhoven Center for Innovation Studies.
- Koen Frenken & Alessandro Nuvolari, 2004. "The early development of the steam engine: an evolutionary interpretation using complexity theory," Industrial and Corporate Change, Oxford University Press, vol. 13(2), pages 419-450, April.
- Philip Auerswald & Stuart Kauffman & Jose Lobo & Karl Shell, 1998.
"The Production Recipes Approach to Modeling Technological Innovation: An Application to Learning By Doing,"
98-11-100, Santa Fe Institute.
- Auerswald, Philip & Kauffman, Stuart & Lobo, Jose & Shell, Karl, 2000. "The production recipes approach to modeling technological innovation: An application to learning by doing," Journal of Economic Dynamics and Control, Elsevier, vol. 24(3), pages 389-450, March.
- Cowan Robin & Jonard Nicolas, 1999.
"Network Structure and the Diffusion of Knowledge,"
026, Maastricht University, Maastricht Economic Research Institute on Innovation and Technology (MERIT).
- Jean-Michel Dalle, 1997. "Heterogeneity vs. externalities in technological competition: A tale of possible technological landscapes," Journal of Evolutionary Economics, Springer, vol. 7(4), pages 395-413.
- Kauffman, Stuart & Lobo, Jose & Macready, William G., 2000. "Optimal search on a technology landscape," Journal of Economic Behavior & Organization, Elsevier, vol. 43(2), pages 141-166, October.
- Silverberg, Gerald & Verspagen, Bart, 2005.
"A percolation model of innovation in complex technology spaces,"
Journal of Economic Dynamics and Control,
Elsevier, vol. 29(1-2), pages 225-244, January.
- Gerald Silverberg & Bart Verspagen, 2002. "A Percolation Model of Innovation in Complex Technology Spaces," Computing in Economics and Finance 2002 24, Society for Computational Economics.
- Silverberg, G. & Verspagen, B., 2002. "A Percolation Model of Innovation in Complex Technology Spaces," Working Papers 02.12, Eindhoven Center for Innovation Studies.
- repec:dgr:tuecis:0315 is not listed on IDEAS
- Solomon, Sorin & Weisbuch, Gerard & de Arcangelis, Lucilla & Jan, Naeem & Stauffer, Dietrich, 2000. "Social percolation models," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 277(1), pages 239-247.
- Robert Axelrod & Will Mitchell & Robert E. Thomas & D. Scott Bennett & Erhard Bruderer, 1995. "Coalition Formation in Standard-Setting Alliances," Management Science, INFORMS, vol. 41(9), pages 1493-1508, September.
- Klepper, Steven, 1996. "Entry, Exit, Growth, and Innovation over the Product Life Cycle," American Economic Review, American Economic Association, vol. 86(3), pages 562-83, June.
- Malerba, Franco, et al, 1999. "'History-Friendly' Models of Industry Evolution: The Computer Industry," Industrial and Corporate Change, Oxford University Press, vol. 8(1), pages 3-40, March.
- Duysters, Geert & Hagedoorn, John, 1996. "Internationalization of corporate technology through strategic partnering: an empirical investigation," Research Policy, Elsevier, vol. 25(1), pages 1-12, January.
- Atkinson, Anthony B & Stiglitz, Joseph E, 1969. "A New View of Technological Change," Economic Journal, Royal Economic Society, vol. 79(315), pages 573-78, September.
- Adam B. Jaffe & Manuel Trajtenberg, 2005. "Patents, Citations, and Innovations: A Window on the Knowledge Economy," MIT Press Books, The MIT Press, edition 1, volume 1, number 026260065x, June.
- Foster, John & Wild, Phillip, 1999. "Econometric Modelling in the Presence of Evolutionary Change," Cambridge Journal of Economics, Oxford University Press, vol. 23(6), pages 749-70, November.
- Jan W. Rivkin & Nicolaj Siggelkow, 2003. "Balancing Search and Stability: Interdependencies Among Elements of Organizational Design," Management Science, INFORMS, vol. 49(3), pages 290-311, March.
- Lee Altenberg, 1994. "Evolving Better Representations Through Selective Genome Growth," Working Papers 94-02-008, Santa Fe Institute.
- Svenja C. Sommer & Christoph H. Loch, 2004. "Selectionism and Learning in Projects with Complexity and Unforeseeable Uncertainty," Management Science, INFORMS, vol. 50(10), pages 1334-1347, October.
- R. Aversi & G. Dosi & G. Fagiolo & M. Meacci & C. Olivetti, 1997. "Demand Dynamics With Socially Evolving Preferences," Working Papers ir97081, International Institute for Applied Systems Analysis.
- Fleming, Lee & Sorenson, Olav, 2001. "Technology as a complex adaptive system: evidence from patent data," Research Policy, Elsevier, vol. 30(7), pages 1019-1039, August.
When requesting a correction, please mention this item's handle: RePEc:taf:ecinnt:v:15:y:2006:i:2:p:137-155. See general information about how to correct material in RePEc.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Michael McNulty)
If references are entirely missing, you can add them using this form.