Determinants and Policy Simulation of Firms Cooperation in Innovation
This research introduces an agent-based simulation model representing the dynamic processes of cooperative R&D in the manufacturing sector of South Korea. Firms' behavior is defined according to empirical findings on the Korean Innovation Survey 2005 and captured in a multivariate probit regression model. The econometrics model identifies the determinants on firms' likelihood to participate in cooperation with other organizations when conducting innovation activities. These determinants are translated into simulation parameters which are calibrated to the point that the simulated artificial world are equivalent to the one observed in the real world. The aim of the simulation game is to investigate the differences in sector responses to internal and external changes, including cross-sector spillovers, when applying three different policy strategies to promote cooperation in innovation. The findings indicate possible appropriate (or non-appropriate) policy strategies to be applied depending on the target industries.
|Date of creation:||Jul 2013|
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- Sakakibara, Mariko, 2001. "Cooperative research and development: who participates and in which industries do projects take place?," Research Policy, Elsevier, vol. 30(7), pages 993-1018, August.
- Bernhard Dachs & Bernd Ebersberger & Andreas Pyka, 2004. "Why do Firms Co-operate for Innovation? - A comparison of Austrian and Finnish CIS 3 results," Discussion Paper Series 255, Universitaet Augsburg, Institute for Economics.
- Ulrich Witt, 2002.
"How Evolutionary Is Schumpeter'S Theory Of Economic Development?,"
Industry and Innovation,
Taylor & Francis Journals, vol. 9(1-2), pages 7-22.
- Ulrich Witt, . "How Evolutionary is Schumpeter's Theory of Economic Development?," Papers on Economics and Evolution 2001-12, Philipps University Marburg, Department of Geography.
- GÃ¼nter Haag & Philipp Liedl, 2001. "Modelling and Simulating Innovation Behaviour Within Micro-Based Correlated Decision Processes," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 4(3), pages 3.
- Geoffrey M. Hodgson, 1997. "The evolutionary and non-Darwinian economics of Joseph Schumpeter," Journal of Evolutionary Economics, Springer, vol. 7(2), pages 131-145.
- Erol Taymaz & G, rard Ballot, 1997. "The dynamics of firms in a micro-to-macro model: The role of training, learning and innovation," Journal of Evolutionary Economics, Springer, vol. 7(4), pages 435-457.
- Belderbos, Rene & Carree, Martin & Diederen, Bert & Lokshin, Boris & Veugelers, Reinhilde, 2004.
"Heterogeneity in R&D cooperation strategies,"
International Journal of Industrial Organization,
Elsevier, vol. 22(8-9), pages 1237-1263, November.
- Andreas Pyka & Paolo Saviotti, 2001.
"Innovation Networks in the Biotechnology-Based Sectors,"
Discussion Paper Series
205, Universitaet Augsburg, Institute for Economics.
- Andreas Pyka & Paolo Saviotti, 2002. "Innovation Networks in the Biotechnology-Based Sectors," Discussion Paper Series 220, Universitaet Augsburg, Institute for Economics.
- Ben Cooper, 2000. "orignal paper: Modelling research and development: How do firms solve design problems?," Journal of Evolutionary Economics, Springer, vol. 10(4), pages 395-413.
- Tesfatsion, Leigh S., 2001.
"Introduction to the Special Issue on Agent-Based Computational Economics,"
Staff General Research Papers
10038, Iowa State University, Department of Economics.
- Tesfatsion, Leigh, 2001. "Introduction to the special issue on agent-based computational economics," Journal of Economic Dynamics and Control, Elsevier, vol. 25(3-4), pages 281-293, March.
- Tesfatsion, Leigh S., 2001. "Introduction to the Special Issue on Agent-Based Computational Economics," Staff General Research Papers 1915, Iowa State University, Department of Economics.
- Matteo Richiardi, 2007. "Agent-based Computational Economics. A Short Introduction," LABORatorio R. Revelli Working Papers Series 69, LABORatorio R. Revelli, Centre for Employment Studies.
- Jon Sigurdson, 1998. "Industry and State Partnership: The Historical Role of Theengineering Research Associations in Japan," Industry and Innovation, Taylor & Francis Journals, vol. 5(2), pages 209-241.
- Cooke, Philip, 2002. "Regional Innovation Systems: General Findings and Some New Evidence from Biotechnology Clusters," The Journal of Technology Transfer, Springer, vol. 27(1), pages 133-45, January.
- Nigel Gilbert, 1997. "A Simulation of the Structure of Academic Science," Sociological Research Online, Sociological Research Online, vol. 2(2), pages 3.
- Junfu Zhang, 2003. "Growing Silicon Valley on a landscape: an agent-based approach to high-tech industrial clusters," Journal of Evolutionary Economics, Springer, vol. 13(5), pages 529-548, December.
- Flávio Lenz-Cesar & Almas Heshmati, 2012. "An econometric approach to identify determinants of cooperation for innovation among firms," Applied Economics Letters, Taylor & Francis Journals, vol. 19(3), pages 227-235, February.
- Albino, Vito & Carbonara, Nunzia & Giannoccaro, Ilaria, 2006. "Innovation in industrial districts: An agent-based simulation model," International Journal of Production Economics, Elsevier, vol. 104(1), pages 30-45, November.
- Patrick Llerena & Vanessa Oltra, 2000.
"Diversity of Innovative Strategy as a Source of Technological Performance,"
DRUID Working Papers
00-1, DRUID, Copenhagen Business School, Department of Industrial Economics and Strategy/Aalborg University, Department of Business Studies.
- Llerena, Patrick & Oltra, Vanessa, 2002. "Diversity of innovative strategy as a source of technological performance," Structural Change and Economic Dynamics, Elsevier, vol. 13(2), pages 179-201, June.
- Patrick LLERENA & Vanessa OLTRA, 2001. "Diversity of innovative strategy as a source of technological performance," Working Papers of BETA 2001-12, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
- Teece, David J., 1992. "Competition, cooperation, and innovation : Organizational arrangements for regimes of rapid technological progress," Journal of Economic Behavior & Organization, Elsevier, vol. 18(1), pages 1-25, June.
- Bayona, Cristina & Garcia-Marco, Teresa & Huerta, Emilio, 2001. "Firms' motivations for cooperative R&D: an empirical analysis of Spanish firms," Research Policy, Elsevier, vol. 30(8), pages 1289-1307, October.
- Giorgio Fagiolo & Alessio Moneta & Paul Windrum, 2007. "A Critical Guide to Empirical Validation of Agent-Based Models in Economics: Methodologies, Procedures, and Open Problems," Computational Economics, Society for Computational Economics, vol. 30(3), pages 195-226, October.
- Abdelillah HAMDOUCH, 2008. "Conceptualizing innovation clusters and networks," Working Papers 3, Réseau de Recherche sur l’Innovation. / Research Network on Innovation.
- Michael S. Dahl & Christian Ø.R. Pedersen & Bent Dalum, 2003. "Entry by Spinoff in a High-tech Cluster," DRUID Working Papers 03-11, DRUID, Copenhagen Business School, Department of Industrial Economics and Strategy/Aalborg University, Department of Business Studies.
- Leombruni, Roberto & Richiardi, Matteo, 2005. "Why are economists sceptical about agent-based simulations?," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 355(1), pages 103-109.
- Richard R. Nelson, 1995. "Recent Evolutionary Theorizing about Economic Change," Journal of Economic Literature, American Economic Association, vol. 33(1), pages 48-90, March.
- Miotti, Luis & Sachwald, Frederique, 2003. "Co-operative R&D: why and with whom?: An integrated framework of analysis," Research Policy, Elsevier, vol. 32(8), pages 1481-1499, September.
- Cantner, Uwe & Pyka, Andreas, 1998. "Absorbing Technological Spillovers: Simulations in an Evolutionary Framework," Industrial and Corporate Change, Oxford University Press, vol. 7(2), pages 369-97, June.
- Peter Midmore & Max Munday & Annette Roberts, 2006. "Assessing industry linkages using regional input-output tables," Regional Studies, Taylor & Francis Journals, vol. 40(3), pages 329-343.
- Mario Miranda, 2005. "Teaching Computational Economics in an Applied Economics Program," Computational Economics, Society for Computational Economics, vol. 25(3), pages 229-254, June.
- Alan Kirman, 2004. "Economics And Complexity," Advances in Complex Systems (ACS), World Scientific Publishing Co. Pte. Ltd., vol. 7(02), pages 139-155.
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