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The geography of technology-intensive start-ups and venture capital: European evidence

Author

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  • Massimiliano Guerini

    (Politecnico di Milano)

  • Francesca Tenca

    (Politecnico di Milano)

Abstract

This paper aims at providing novel evidence about the geographical concentration of venture capital (VC) activity in seven European countries. Drawing upon a unique dataset, VICO 2.0, we describe the geographical distribution of VC investments and VC-backed technology-intensive start-ups and analyse the regional and country-level factors associated to the regional concentration in VC activity. Results from econometric estimates suggest that regional VC activity is positively associated to the level of regional knowledge intensity, the level of regional human capital, the local supply of VC investors and a more favourable country’s legal and institutional environment.

Suggested Citation

  • Massimiliano Guerini & Francesca Tenca, 2018. "The geography of technology-intensive start-ups and venture capital: European evidence," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 45(3), pages 361-386, September.
  • Handle: RePEc:spr:epolin:v:45:y:2018:i:3:d:10.1007_s40812-018-0098-9
    DOI: 10.1007/s40812-018-0098-9
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    1. Black, Bernard S. & Gilson, Ronald J., 1998. "Venture capital and the structure of capital markets: banks versus stock markets," Journal of Financial Economics, Elsevier, vol. 47(3), pages 243-277, March.
    2. Douglas Cumming & Sofia Johan & Jeffrey G. MacIntosh, 2017. "A drop in an empty pond: Canadian public policy towards venture capital," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 44(1), pages 103-117, March.
    3. David Audretsch & Max Keilbach, 2005. "Entrepreneurship capital and regional growth," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 39(3), pages 457-469, September.
    4. Bertoni, Fabio & Tykvová, Tereza, 2015. "Does governmental venture capital spur invention and innovation? Evidence from young European biotech companies," Research Policy, Elsevier, vol. 44(4), pages 925-935.
    5. Cumming, Douglas J. & MacIntosh, Jeffrey G., 2006. "Crowding out private equity: Canadian evidence," Journal of Business Venturing, Elsevier, vol. 21(5), pages 569-609, September.
    6. David Audretsch & Max Keilbach, 2004. "Entrepreneurship Capital and Economic Performance," Regional Studies, Taylor & Francis Journals, vol. 38(8), pages 949-959.
    7. Fabio Bertoni & Massimo Colombo & Anita Quas, 2015. "The patterns of venture capital investment in Europe," Small Business Economics, Springer, vol. 45(3), pages 543-560, October.
    8. La Porta, Rafael & Florencio Lopez-de-Silanes & Andrei Shleifer & Robert W. Vishny, 1997. "Legal Determinants of External Finance," Journal of Finance, American Finance Association, vol. 52(3), pages 1131-1150, July.
    9. Richard A. Bettis & Constance E. Helfat & J. Myles Shaver & Massimo G. Colombo & Kourosh Shafi, 2016. "Swimming with sharks in Europe: When are they dangerous and what can new ventures do to defend themselves?," Strategic Management Journal, Wiley Blackwell, vol. 37(11), pages 2307-2322, November.
    10. Jeng, Leslie A. & Wells, Philippe C., 2000. "The determinants of venture capital funding: evidence across countries," Journal of Corporate Finance, Elsevier, vol. 6(3), pages 241-289, September.
    11. Rin, Marco Da & Hellmann, Thomas & Puri, Manju, 2013. "A Survey of Venture Capital Research," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, volume 2, chapter 0, pages 573-648, Elsevier.
    12. Bertoni, Fabio & Croce, Annalisa & Guerini, Massimiliano, 2015. "Venture capital and the investment curve of young high-tech companies," Journal of Corporate Finance, Elsevier, vol. 35(C), pages 159-176.
    13. Criscuolo, Chiara & Gal, Peter N. & Menon, Carlo, 2014. "The dynamics of employment growth: new evidence from 18 countries," LSE Research Online Documents on Economics 60286, London School of Economics and Political Science, LSE Library.
    14. Henry Chen & Paul Gompers & Anna Kovner & Josh Lerner, 2010. "Buy Local? The Geography of Venture Capital," NBER Chapters, in: Cities and Entrepreneurship, National Bureau of Economic Research, Inc.
    15. Rafael La Porta & Florencio Lopez-de-Silanes & Andrei Shleifer & Robert W. Vishny, 1998. "Law and Finance," Journal of Political Economy, University of Chicago Press, vol. 106(6), pages 1113-1155, December.
    16. Shai Bernstein & Xavier Giroud & Richard R. Townsend, 2016. "The Impact of Venture Capital Monitoring," Journal of Finance, American Finance Association, vol. 71(4), pages 1591-1622, August.
    17. Steven N. Kaplan & Josh Lerner, 2016. "Venture Capital Data: Opportunities and Challenges," NBER Chapters, in: Measuring Entrepreneurial Businesses: Current Knowledge and Challenges, pages 413-431, National Bureau of Economic Research, Inc.
    18. Markus M. Mäkelä & Markku V. J. Maula, 2008. "Attracting cross-border venture capital: the role of a local investor," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 20(3), pages 237-257, May.
    19. Guerini, Massimiliano & Quas, Anita, 2016. "Governmental venture capital in Europe: Screening and certification," Journal of Business Venturing, Elsevier, vol. 31(2), pages 175-195.
    20. Lutz, Eva & Bender, Marko & Achleitner, Ann-Kristin & Kaserer, Christoph, 2013. "Importance of spatial proximity between venture capital investors and investees in Germany," Journal of Business Research, Elsevier, vol. 66(11), pages 2346-2354.
    21. David B. Audretsch & Maksim Belitski, 2017. "Entrepreneurial ecosystems in cities: establishing the framework conditions," The Journal of Technology Transfer, Springer, vol. 42(5), pages 1030-1051, October.
    22. Colin Mason & Yannis Pierrakis, 2013. "Venture Capital, the Regions and Public Policy: The United Kingdom since the Post-2000 Technology Crash," Regional Studies, Taylor & Francis Journals, vol. 47(7), pages 1156-1171, July.
    23. G.M. Constantinides & M. Harris & R. M. Stulz (ed.), 2013. "Handbook of the Economics of Finance," Handbook of the Economics of Finance, Elsevier, volume 2, number 2-b.
    24. Mayer, Colin & Schoors, Koen & Yafeh, Yishay, 2005. "Sources of funds and investment activities of venture capital funds: evidence from Germany, Israel, Japan and the United Kingdom," Journal of Corporate Finance, Elsevier, vol. 11(3), pages 586-608, June.
    25. Hausman, Jerry & Hall, Bronwyn H & Griliches, Zvi, 1984. "Econometric Models for Count Data with an Application to the Patents-R&D Relationship," Econometrica, Econometric Society, vol. 52(4), pages 909-938, July.
    26. G.M. Constantinides & M. Harris & R. M. Stulz (ed.), 2013. "Handbook of the Economics of Finance," Handbook of the Economics of Finance, Elsevier, volume 2, number 2-a.
    27. Robert E. Carpenter & Bruce C. Petersen, 2002. "Capital Market Imperfections, High-Tech Investment, and New Equity Financing," Economic Journal, Royal Economic Society, vol. 112(477), pages 54-72, February.
    28. Schertler, Andrea, 2003. "Driving Forces of Venture Capital Investments in Europe: A Dynamic Panel Data Analysis," Kiel Working Papers 1172, Kiel Institute for the World Economy (IfW Kiel).
    29. John Armour & Douglas Cumming, 2006. "The legislative road to Silicon Valley," Oxford Economic Papers, Oxford University Press, vol. 58(4), pages 596-635, October.
    30. Berger, Allen N. & Udell, Gregory F., 1990. "Collateral, loan quality and bank risk," Journal of Monetary Economics, Elsevier, vol. 25(1), pages 21-42, January.
    31. Paul Gompers & Josh Lerner, 2001. "The Venture Capital Revolution," Journal of Economic Perspectives, American Economic Association, vol. 15(2), pages 145-168, Spring.
    32. David Devigne & Tom Vanacker & Sophie Manigart & Ine Paeleman, 2013. "The role of domestic and cross-border venture capital investors in the growth of portfolio companies," Small Business Economics, Springer, vol. 40(3), pages 553-573, April.
    33. Jun Zhang, 2011. "The Spatial Dynamics of Globalizing Venture Capital in China," Environment and Planning A, , vol. 43(7), pages 1562-1580, July.
    34. Paul Gompers & Josh Lerner & David Scharfstein, 2005. "Entrepreneurial Spawning: Public Corporations and the Genesis of New Ventures, 1986 to 1999," Journal of Finance, American Finance Association, vol. 60(2), pages 577-614, April.
    35. Cumming, Douglas & Schmidt, Daniel & Walz, Uwe, 2010. "Legality and venture capital governance around the world," Journal of Business Venturing, Elsevier, vol. 25(1), pages 54-72, January.
    36. Cumming, Douglas J. & Grilli, Luca & Murtinu, Samuele, 2017. "Governmental and independent venture capital investments in Europe: A firm-level performance analysis," Journal of Corporate Finance, Elsevier, vol. 42(C), pages 439-459.
    37. Ron Martin & Christian Berndt & Britta Klagge & Peter Sunley, 2005. "Spatial Proximity Effects and Regional Equity Gaps in the Venture Capital Market: Evidence from Germany and the United Kingdom," Environment and Planning A, , vol. 37(7), pages 1207-1231, July.
    38. Jesper Lindgaard Christensen, 2006. "The Development of Geographical Specialization of Venture Capital," European Planning Studies, Taylor & Francis Journals, vol. 15(6), pages 817-833, June.
    39. Cumming, Douglas & Dai, Na, 2010. "Local bias in venture capital investments," Journal of Empirical Finance, Elsevier, vol. 17(3), pages 362-380, June.
    40. Croce, Annalisa & Martí, José & Murtinu, Samuele, 2013. "The impact of venture capital on the productivity growth of European entrepreneurial firms: ‘Screening’ or ‘value added’ effect?," Journal of Business Venturing, Elsevier, vol. 28(4), pages 489-510.
    41. Denis, David J., 2004. "Entrepreneurial finance: an overview of the issues and evidence," Journal of Corporate Finance, Elsevier, vol. 10(2), pages 301-326, March.
    42. Almeida, Paul & Dokko, Gina & Rosenkopf, Lori, 2003. "Startup size and the mechanisms of external learning: increasing opportunity and decreasing ability?," Research Policy, Elsevier, vol. 32(2), pages 301-315, February.
    43. Matthew A. Zook, 2002. "Grounded capital: venture financing and the geography of the Internet industry, 1994--2000," Journal of Economic Geography, Oxford University Press, vol. 2(2), pages 151-177, April.
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    More about this item

    Keywords

    Geography; Technology-intensive start-ups; Venture capital; Europe;
    All these keywords.

    JEL classification:

    • G24 - Financial Economics - - Financial Institutions and Services - - - Investment Banking; Venture Capital; Brokerage
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
    • L26 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Entrepreneurship
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes

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