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The effect of regional differences on the performance of software firms in the Netherlands

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  • Ron A. Boschma
  • Anet Weterings

Abstract

In this paper, we concentrate on how evolutionary economics contributes to a better understanding of the spatial evolution of newly emerging industries. Inspired by evolutionary thinking, four types of explanations are discussed and tested in an empirical analysis of the spatial pattern of the software sector in the Netherlands. Traditionally, agglomeration economies provide an explanation for the spatial concentration of an industry. Firms located in a cluster of similar or related sectors benefit from cost reductions, due to lower transportation costs, a thick labour market, specialised suppliers and information spillovers. An evolutionary approach on agglomeration economies provides an alternative view. It focuses explicit attention on knowledge spillovers as a vehicle of local diffusion of organizational routines or competences from one firm to the other. Such transfers of (tacit) knowledge are facilitated by spatial proximity of firms and a common knowledge base. In addition, an evolutionary approach takes a dynamic perspective on the role of agglomeration economies. During the initial stage of development of a new industry, the surrounding environment is still directed to routines and competences related to existing industries. When the new industry concentrates in a particular area to a considerable degree, a supportive environment (specialized knowledge, labour with specific skills) may gradually come into being, and localization economies may arise. Other evolutionary mechanisms may also provide an explanation for the spatial formation of new industries. We distinguish another three of them. First of all, transfer of knowledge and successful routines between firms in an emerging industry may occur through spin-off dynamics. Secondly, (social) networks may function as effective channels of knowledge diffusion and interactive learning, because they can provide a common knowledge base and mutual understanding and trust. Thirdly, firms in new industries with organizational capabilities that can deal effectively with the lack of required resources (such as knowledge, skills and capital) may become dominant, due to selection and imitation. Based on cross-sectional data gathered among 265 software firms in the Netherlands in 2003, we have tested which factors have influenced the innovative productivity of these firms. Using regression techniques, the outcomes suggest that spin-offs and firms with organizational capabilities perform better, while networks relations do not seem to affect the performance of software firms. Geography matters as well: software firms located in a region with a labour market with more ICT-skills show a higher innovative productivity.

Suggested Citation

  • Ron A. Boschma & Anet Weterings, 2004. "The effect of regional differences on the performance of software firms in the Netherlands," DRUID Working Papers 04-07, DRUID, Copenhagen Business School, Department of Industrial Economics and Strategy/Aalborg University, Department of Business Studies.
  • Handle: RePEc:aal:abbswp:04-07
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    References listed on IDEAS

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    1. Ron A. Boschma & Jan G. Lambooy, 1999. "Evolutionary economics and economic geography," Journal of Evolutionary Economics, Springer, vol. 9(4), pages 411-429.
    2. Gernot Grabher, 2002. "The Project Ecology of Advertising: Tasks, Talents and Teams," Regional Studies, Taylor & Francis Journals, vol. 36(3), pages 245-262.
    3. Feldman, Maryann P. & Audretsch, David B., 1999. "Innovation in cities:: Science-based diversity, specialization and localized competition," European Economic Review, Elsevier, vol. 43(2), pages 409-429, February.
    4. G. Buenstorf & S. Klepper, 2004. "The Origin and Location of Entrants in the Evolution of the U.S. Tire Industry," Papers on Economics and Evolution 2004-07, Philipps University Marburg, Department of Geography.
    5. Bruderl, Josef & Preisendorfer, Peter, 1998. "Network Support and the Success of Newly Founded Businesses," Small Business Economics, Springer, vol. 10(3), pages 213-225, May.
    6. David J. Teece & Gary Pisano & Amy Shuen, 1997. "Dynamic capabilities and strategic management," Strategic Management Journal, Wiley Blackwell, vol. 18(7), pages 509-533, August.
    7. Meric S. Gertler, 2003. "Tacit knowledge and the economic geography of context, or The undefinable tacitness of being (there)," Journal of Economic Geography, Oxford University Press, vol. 3(1), pages 75-99, January.
    8. 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.
    9. Jan G. Lambooy & Ron A. Boschma, 2001. "Evolutionary economics and regional policy," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 35(1), pages 113-131.
    10. P Haug, 1991. "Regional Formation of High-Technology Service Industries: The Software Industry in Washington State," Environment and Planning A, , vol. 23(6), pages 869-884, June.
    11. Grimaldi, Rosa & Torrisi, Salvatore, 2001. "Codified-tacit and general-specific knowledge in the division of labour among firms: A study of the software industry," Research Policy, Elsevier, vol. 30(9), pages 1425-1442, December.
    12. Adam B. Jaffe & Manuel Trajtenberg & Rebecca Henderson, 1993. "Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 577-598.
    13. Martin, Ron, 1999. "The New 'Geographical Turn' in Economics: Some Critical Reflections," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 23(1), pages 65-91, January.
    14. Veall, Michael R & Zimmermann, Klaus F, 1994. "Goodness of Fit Measures in the Tobit Model," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 56(4), pages 485-499, November.
    15. Constance E. Helfat & Marvin B. Lieberman, 2002. "The birth of capabilities: market entry and the importance of pre-history," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 11(4), pages 725-760, August.
    16. 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.
    17. Audretsch, David B & Feldman, Maryann P, 1996. "R&D Spillovers and the Geography of Innovation and Production," American Economic Review, American Economic Association, vol. 86(3), pages 630-640, June.
    18. Scott Shane, 2000. "Prior Knowledge and the Discovery of Entrepreneurial Opportunities," Organization Science, INFORMS, vol. 11(4), pages 448-469, August.
    19. Luc Anselin & Attila Varga & Zoltan Acs, 2008. "Local Geographic Spillovers Between University Research and High Technology Innovations," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 9, pages 95-121, Edward Elgar Publishing.
    20. Glaeser, Edward L & Hedi D. Kallal & Jose A. Scheinkman & Andrei Shleifer, 1992. "Growth in Cities," Journal of Political Economy, University of Chicago Press, vol. 100(6), pages 1126-1152, December.
      • Edward L. Glaeser & Hedi D. Kallal & Jose A. Scheinkman & Andrei Shleifer, 1991. "Growth in Cities," NBER Working Papers 3787, National Bureau of Economic Research, Inc.
      • Glaeser, Edward Ludwig & Kallal, Hedi D. & Scheinkman, Jose A. & Shleifer, Andrei, 1992. "Growth in Cities," Scholarly Articles 3451309, Harvard University Department of Economics.
    21. Agarwal, Rajshree & Echambadi, Raj & Franco, April M. & Sarkar, M. B., 2002. "Knowledge Transfer through Congenital Learning: Spin-Out Generation, Growth and Survival," Working Papers 02-0101, University of Illinois at Urbana-Champaign, College of Business.
    22. Ron A. Boschma & Rik Wenting, 2004. "The spatial evolution of the British automobile industry," Papers in Evolutionary Economic Geography (PEEG) 0504, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Aug 2004.
    23. Stuart, Toby & Sorenson, Olav, 2003. "The geography of opportunity: spatial heterogeneity in founding rates and the performance of biotechnology firms," Research Policy, Elsevier, vol. 32(2), pages 229-253, February.
    24. Alfred Kleinknecht, 1996. "New Indicators and Determinants of Innovation: An Introduction," Palgrave Macmillan Books, in: Alfred Kleinknecht (ed.), Determinants of Innovation, chapter 1, pages 1-11, Palgrave Macmillan.
    25. Casper, Steven & Whitley, Richard, 2004. "Managing competences in entrepreneurial technology firms: a comparative institutional analysis of Germany, Sweden and the UK," Research Policy, Elsevier, vol. 33(1), pages 89-106, January.
    26. Lissoni, Francesco, 2001. "Knowledge codification and the geography of innovation: the case of Brescia mechanical cluster," Research Policy, Elsevier, vol. 30(9), pages 1479-1500, December.
    27. Cooke, Philip, 2001. "Regional Innovation Systems, Clusters, and the Knowledge Economy," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 10(4), pages 945-974, December.
    28. 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.
    29. Steven Klepper & Kenneth L. Simons, 2000. "Dominance by birthright: entry of prior radio producers and competitive ramifications in the U.S. television receiver industry," Strategic Management Journal, Wiley Blackwell, vol. 21(10‐11), pages 997-1016, October.
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    More about this item

    Keywords

    Evolutionary economics; industrial location; evolution of industries; software sector; agglomeration economies; organizational capabilities; spin-off; networks;
    All these keywords.

    JEL classification:

    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • L86 - Industrial Organization - - Industry Studies: Services - - - Information and Internet Services; Computer Software
    • C42 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Survey Methods

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