Do firms in clusters invest in R&D more intensively? Theory and evidence from multi-country data
This study aims to evaluate whether firms located in clusters invest more intensively in research and development (R&D) than their non-clustered counterparts. Specifically, it proposes a model of firm R&D and tests empirically its implications for the effect of being located in a cluster on firm R&D intensity. The key ideas underlying the theory are as follows: (1) due either to natural excludability or to a high degree of stickiness of R&D-opportunity-bearing technological knowledge, geographical proximity per se is limited in the (automatic) spillover of knowledge with promising R&D opportunities to nearby firms; (2) geographical proximity may, however, help enhance the effectiveness or efficiency of knowledge exchange through market mechanisms (e.g., through contract R&D, R&D collaboration); (3) potential advantages (or disadvantages) in firm R&D of being located in a cluster also depend on the degree of asymmetry in technological competence among firms located in the cluster. The key ideas are supported by an empirical analysis of a multi-industry, multi-country data set compiled by the World Bank. In particular, the results show that being located in a cluster per se actually has a negative effect on firm R&D intensity, which is in contrast to the conventional wisdom of pure or automatic localized knowledge spillovers, as far as firm R&D intensity is concerned.
References listed on IDEAS
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.:
- Catherine Beaudry & Stefano Breschi, 2003. "Are firms in clusters really more innovative?," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 12(4), pages 325-342.
- Michele Bagella & Leonardo Becchetti, 2002. "The "geographical agglomeration-private R&D expenditure" effect: Empirical evidence on Italian data," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 11(3), pages 233-247.
- Goldman, M. & Ergas, H. & Ralph, E. & Felker, G., 1997. "Technology Institutions and Policies. Their Role in Developing Technological Capability in Industry," Papers 383, World Bank - Technical Papers.
- Adam B. Jaffe & Manuel Trajtenberg & Rebecca Henderson, 1993.
"Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations,"
The Quarterly Journal of Economics,
Oxford University Press, vol. 108(3), pages 577-598.
- Adam B. Jaffe & Manuel Trajtenberg & Rebecca Henderson, 1992. "Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations," NBER Working Papers 3993, National Bureau of Economic Research, Inc.
- Jaffe, A.B. & Trajtenberg, M., 1992. "Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations," Papers 14-92, Tel Aviv.
- Fosfuri, Andrea & Ronde, Thomas, 2004. "High-tech clusters, technology spillovers, and trade secret laws," International Journal of Industrial Organization, Elsevier, vol. 22(1), pages 45-65, January.
- Catherine Beaudry, 2001. "Entry, Growth and Patenting in Industrial Clusters: A Study of the Aerospace Industry in the UK," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 8(3), pages 405-436.
- Folta, Timothy B. & Cooper, Arnold C. & Baik, Yoon-suk, 2006. "Geographic cluster size and firm performance," Journal of Business Venturing, Elsevier, vol. 21(2), pages 217-242, March.
- Breschi, Stefano & Lissoni, Francesco, 2001. "Knowledge Spillovers and Local Innovation Systems: A Critical Survey," Industrial and Corporate Change, Oxford University Press, vol. 10(4), pages 975-1005, December.
- Breschi, Stefano & Lissoni, Francesco, 2000. "Knowledge Spillovers And Local Innovation Systems: A Critical Survey," ERSA conference papers ersa00p362, European Regional Science Association.
- Stefano Breschi & Francesco Lissoni, 2001. "Knowledge spillovers and local innovation systems: a critical survey," LIUC Papers in Economics 84, Cattaneo University (LIUC).
- Anselin, Luc & Varga, Attila & Acs, Zoltan, 1997. "Local Geographic Spillovers between University Research and High Technology Innovations," Journal of Urban Economics, Elsevier, vol. 42(3), pages 422-448, November.
- David Angel, 2002. "Inter-firm Collaboration and Technology Development Partnerships Within US Manufacturing Industries," Regional Studies, Taylor & Francis Journals, vol. 36(4), pages 333-344.
- Audretsch, David B. & Feldman, Maryann P., 2004. "Knowledge spillovers and the geography of innovation," Handbook of Regional and Urban Economics,in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 61, pages 2713-2739 Elsevier.
- Corinne Autant-Bernard, 2001. "The Geography Of Knowledge Spillovers And Technological Proximity," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 10(4), pages 237-254.
- Stewart, Mark B, 1990. "Union Wage Differentials, Product Market Influences and the Division of Rents," Economic Journal, Royal Economic Society, vol. 100(403), pages 1122-1137, December.
- Stewart, M.B., 1989. "Union Wage Differentials, Product Market Influences And The Division Of Rents," The Warwick Economics Research Paper Series (TWERPS) 323, University of Warwick, Department of Economics.
- Baptista, Rui & Swann, Peter, 1998. "Do firms in clusters innovate more?," Research Policy, Elsevier, vol. 27(5), pages 525-540, September.
- Zucker, Lynne G & Darby, Michael R & Armstrong, Jeff, 1998. "Geographically Localized Knowledge: Spillovers or Markets?," Economic Inquiry, Western Economic Association International, vol. 36(1), pages 65-86, January.
- Richard R. Nelson, 1959. "The Simple Economics of Basic Scientific Research," Journal of Political Economy, University of Chicago Press, vol. 67, pages 297-297.
- James D. Adams & Adam B. Jaffe, 1996. "Bounding the Effects of R&D: An Investigation Using Matched Establishment-Firm Data," RAND Journal of Economics, The RAND Corporation, vol. 27(4), pages 700-721, Winter.
- James D. Adams & Adam B. Jaffe, 1996. "Bounding the Effects of R&D: An Investigation Using Matched Establishment-Firm Data," NBER Working Papers 5544, National Bureau of Economic Research, Inc.
- Iammarino, Simona & McCann, Philip, 2006. "The structure and evolution of industrial clusters: Transactions, technology and knowledge spillovers," Research Policy, Elsevier, vol. 35(7), pages 1018-1036, September.
- Simona Iammarino & Philip McCann, 2006. "The Structure and Evolution of Industrial Clusters: Transactions, Technology and Knowledge Spillovers," SPRU Working Paper Series 138, SPRU - Science and Technology Policy Research, University of Sussex.
- Lee, Chang-Yang & Sung, Taeyoon, 2005. "Schumpeter's legacy: A new perspective on the relationship between firm size and R&D," Research Policy, Elsevier, vol. 34(6), pages 914-931, August.
- Paul Almeida & Bruce Kogut, 1999. "Localization of Knowledge and the Mobility of Engineers in Regional Networks," Management Science, INFORMS, vol. 45(7), pages 905-917, July.
- Nickell, Stephen J, 1996. "Competition and Corporate Performance," Journal of Political Economy, University of Chicago Press, vol. 104(4), pages 724-746, August.
- Nickell, S.J., 1993. "Competition and Crporate Performance," Economics Series Working Papers 99155, University of Oxford, Department of Economics.
- Stephen Nickell, 1993. "Competition and Corporate Performance," CEP Discussion Papers dp0182, Centre for Economic Performance, LSE.
- Breschi, Stefano & Malerba, Franco, 2001. "The Geography of Innovation and Economic Clustering: Some Introductory Notes," Industrial and Corporate Change, Oxford University Press, vol. 10(4), pages 817-833, December.
- Cohen, Wesley M & Levinthal, Daniel A, 1989. "Innovation and Learning: The Two Faces of R&D," Economic Journal, Royal Economic Society, vol. 99(397), pages 569-596, September.
- Callois, Jean-Marc, 2008. "The two sides of proximity in industrial clusters: The trade-off between process and product innovation," Journal of Urban Economics, Elsevier, vol. 63(1), pages 146-162, January.
- John Cantwell & Grazia D. Santangelo, 2002. "special issue: The new geography of corporate research in Information and Communications Technology (ICT)," Journal of Evolutionary Economics, Springer, vol. 12(1), pages 163-197.
- Ron Martin & Peter Sunley, 2003. "Deconstructing clusters: chaotic concept or policy panacea?," Journal of Economic Geography, Oxford University Press, vol. 3(1), pages 5-35, January.
- Ron Martin & Peter Sunley, 2002. "Deconstructing Clusters: Chaotic Concept or Policy Panacea," Working Papers wp244, Centre for Business Research, University of Cambridge.
- Lynne G. Zucker & Michael R. Darby & Jeff Armstrong, 1994. "Intellectual Capital and the Firm: The Technology of Geographically Localized Knowledge Spillovers," NBER Working Papers 4946, National Bureau of Economic Research, Inc.
- Chang-Yang Lee, 2002. "A simple model of R&D: An extension of the Dorfman-Steiner theorem," Applied Economics Letters, Taylor & Francis Journals, vol. 9(7), pages 449-452.
- Ron Boschma, 2005. "Proximity and Innovation: A Critical Assessment," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 61-74.
- McKelvey, Maureen & Alm, Hakan & Riccaboni, Massimo, 2003. "Does co-location matter for formal knowledge collaboration in the Swedish biotechnology-pharmaceutical sector?," Research Policy, Elsevier, vol. 32(3), pages 483-501, March.
- Anders Malmberg & Dominic Power, 2005. "(How) Do (Firms in) Clusters Create Knowledge?," Industry and Innovation, Taylor & Francis Journals, vol. 12(4), pages 409-431.
- Zucker, Lynne G & Darby, Michael R & Brewer, Marilynn B, 1998. "Intellectual Human Capital and the Birth of U.S. Biotechnology Enterprises," American Economic Review, American Economic Association, vol. 88(1), pages 290-306, March.
- Stefano Breschi & Francesco Lissoni, 2003. "Mobility and Social Networks: Localised Knowledge Spillovers Revisited," KITeS Working Papers 142, KITeS, Centre for Knowledge, Internationalization and Technology Studies, Universita' Bocconi, Milano, Italy, revised Mar 2003. Full references (including those not matched with items on IDEAS)