Heterogeneity in innovation strategies, evolving consumer preferences and market structure: An evolutionary multi-agent based modelling approach
The aims of this paper are twofold. The first is to analyse the interaction between research and development (R&D) activities of firms and heterogeneous consumer preferences in structuring the evolution of an industry. The second is to explore the heterogeneity in firms' innovation strategies. Is heterogeneity sustainable in the long-term and what happens to the market shares of firms having different innovation strategies when a structural market characteristic (market size) or a behavioural rule (R&D intensity) is changed? To answer these research questions, an evolutionary, multi-agent based, sector-level innovation model is designed. The model addresses supply and demand sides of the market simultaneously with the co-evolution of heterogeneous consumer preferences, heterogeneous firm knowledge bases, and technology levels at the micro level.
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- Marco Valente, 1998. "Laboratory for Simulation Development," DRUID Working Papers 98-5, DRUID, Copenhagen Business School, Department of Industrial Economics and Strategy/Aalborg University, Department of Business Studies.
- Aghion, P. & Howitt, P., 1989.
"A Model Of Growth Through Creative Destruction,"
527, Massachusetts Institute of Technology (MIT), Department of Economics.
- Aghion, P. & Howitt, P., 1989. "A Model Of Growth Through Creative Destruction," UWO Department of Economics Working Papers 8904, University of Western Ontario, Department of Economics.
- Philippe Aghion & Peter Howitt, 1990. "A Model of Growth Through Creative Destruction," NBER Working Papers 3223, National Bureau of Economic Research, Inc.
- Aghion, P. & Howitt, P., 1990. "A Model Of Growth Through Creative Destruction," DELTA Working Papers 90-12, DELTA (Ecole normale supérieure).
- A. Minniti & C.P. Parello & P.S. Segerstrom, 2008.
"A Schumpeterian Growth Model with Heterogenous Firms,"
645, Dipartimento Scienze Economiche, Universita' di Bologna.
- Minniti, A. & Parello, C. & Segerstrom, P. S., 2008. "A Schumpeterian Growth Model with Heterogenous Firms," MPRA Paper 13674, University Library of Munich, Germany.
- Malerba, Franco & Orsenigo, Luigi, 1996. "Schumpeterian patterns of innovation are technology-specific," Research Policy, Elsevier, vol. 25(3), pages 451-478, May.
- Paul Romer, 1989.
"Endogenous Technological Change,"
NBER Working Papers
3210, National Bureau of Economic Research, Inc.
- Luigi Marengo & Corrado Pasquali & Marco Valente & Giovanni Dosi, 2012.
"Appropriability, patents, and rates of innovation in complex products industries,"
Economics of Innovation and New Technology,
Taylor & Francis Journals, vol. 21(8), pages 753-773, November.
- Luigi Marengo & Corrado Pasquali & Marco Valente & Giovanni Dosi, 2009. "Appropriability, Patents, and Rates of Innovation in Complex Products Industries," LEM Papers Series 2009/05, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
- Leiponen, Aija & Drejer, Ina, 2007. "What exactly are technological regimes?: Intra-industry heterogeneity in the organization of innovation activities," Research Policy, Elsevier, vol. 36(8), pages 1221-1238, October.
- Hollenstein, Heinz, 2003. "Innovation modes in the Swiss service sector: a cluster analysis based on firm-level data," Research Policy, Elsevier, vol. 32(5), pages 845-863, May.
- Steven Klepper & Peter Thompson, 2006. "Submarkets and the evolution of market structure," RAND Journal of Economics, RAND Corporation, vol. 37(4), pages 861-886, December.
- 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.
- Constance E. Helfat, 1994. "Evolutionary Trajectories in Petroleum Firm R&D," Management Science, INFORMS, vol. 40(12), pages 1720-1747, December.
- Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth Through Creative Destruction," Scholarly Articles 12490578, Harvard University Department of Economics.
- repec:rje:randje:v:37:y:2006:i:4:p:861-886 is not listed on IDEAS
- Marengo, Luigi & Valente, Marco, 2010. "Industry dynamics in complex product spaces: An evolutionary model," Structural Change and Economic Dynamics, Elsevier, vol. 21(1), pages 5-16, March.
- Stein, Jeremy C, 1997. "Waves of Creative Destruction: Firm-Specific Learning-by-Doing and the Dynamics of Innovation," Review of Economic Studies, Wiley Blackwell, vol. 64(2), pages 265-88, April.
- Thomas Grebel & Andreas Pyka, 2003. "Agent-based modelling - A methodology for the analysis of qualitative development processes," Discussion Paper Series 251, Universitaet Augsburg, Institute for Economics.
- Dunne, T. & Roberts, M.J. & Samuelson, L., 1988.
"Pattenrs Of Firm Entry And Exit In U.S. Manufacturing Industries,"
1-88-2, Pennsylvania State - Department of Economics.
- Timothy Dunne & Mark J. Roberts & Larry Samuelson, 1988. "Patterns of Firm Entry and Exit in U.S. Manufacturing Industries," RAND Journal of Economics, The RAND Corporation, vol. 19(4), pages 495-515, Winter.
- Pavitt, Keith, 1984. "Sectoral patterns of technical change: Towards a taxonomy and a theory," Research Policy, Elsevier, vol. 13(6), pages 343-373, December.
- Anthony Arundel & Edward Lorenz & Bengt-�ke Lundvall & Antoine Valeyre, 2007. "How Europe's economies learn: a comparison of work organization and innovation mode for the EU-15," Industrial and Corporate Change, Oxford University Press, vol. 16(6), pages 1175-1210, December.
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