IDEAS home Printed from https://ideas.repec.org/p/hal/journl/hal-02312960.html
   My bibliography  Save this paper

Venture capital investments and patenting activity of high-tech start-ups : a micro-econometric firm-level analysis

Author

Listed:
  • Fabio Bertoni

    (POLIMI - Politecnico di Milano [Milan])

  • Annalisa Croce

    (POLIMI - Politecnico di Milano [Milan])

  • Diego d'Adda

    (POLIMI - Politecnico di Milano [Milan])

Abstract

The aim of this paper is to analyse empirically the impact of venture capital (VC) finance on the innovation output of new technology-based firms (NTBFs) as reflected by their patenting activity. In particular, we compare the patenting rates of VC-backed and non-VC-backed NTBFs. To investigate whether VC investments spur patenting activity, we consider a unique longitudinal dataset composed of 351 Italian NTBFs operating in high-tech manufacturing industries and software, 33 of which are VC-backed. We estimate different econometric models on panel data, controlling for factors that may affect a firm's patenting behaviour other than the presence of VC, like founders' human capital and use of other sources of financing. The results show that VC investments positively affect subsequent patenting activity and that before receiving VC, VC-backed firms do not exhibit a higher patenting propensity than other firms.

Suggested Citation

  • Fabio Bertoni & Annalisa Croce & Diego d'Adda, 2010. "Venture capital investments and patenting activity of high-tech start-ups : a micro-econometric firm-level analysis," Post-Print hal-02312960, HAL.
  • Handle: RePEc:hal:journl:hal-02312960
    DOI: 10.1080/13691066.2010.486157
    as

    Download full text from publisher

    To our knowledge, this item is not available for download. To find whether it is available, there are three options:
    1. Check below whether another version of this item is available online.
    2. Check on the provider's web page whether it is in fact available.
    3. Perform a search for a similarly titled item that would be available.

    Other versions of this item:

    References listed on IDEAS

    as
    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. Da Rin, Marco & Nicodano, Giovanna & Sembenelli, Alessandro, 2006. "Public policy and the creation of active venture capital markets," Journal of Public Economics, Elsevier, vol. 90(8-9), pages 1699-1723, September.
    3. Fabio Bertoni & Massimo G. Colombo & Diego D’Adda & Luca Grilli, 2009. "Venture Capital Financing and the Growth of New Technology-Based Firms: Correcting for Sample Self-Selection," International Studies in Entrepreneurship, in: David B. Audretsch & Giovanni Battista Dagnino & Rosario Faraci & Robert E. Hoskisson (ed.), New Frontiers in Entrepreneurship, chapter 0, pages 125-144, Springer.
    4. Ueda, Masako & Hirukawa, Masayuki, 2008. "Venture Capital and Industrial ''Innovation''," CEPR Discussion Papers 7089, C.E.P.R. Discussion Papers.
    5. Bottazzi, Laura & Da Rin, Marco & Hellmann, Thomas, 2008. "Who are the active investors?: Evidence from venture capital," Journal of Financial Economics, Elsevier, vol. 89(3), pages 488-512, September.
    6. Chan, Yuk-Shee, 1983. "On the Positive Role of Financial Intermediation in Allocation of Venture Capital in a Market with Imperfect Information," Journal of Finance, American Finance Association, vol. 38(5), pages 1543-1568, December.
    7. Masako Ueda, 2000. "Bank versus venture capital," Economics Working Papers 522, Department of Economics and Business, Universitat Pompeu Fabra.
    8. Dushnitsky, Gary & Lenox, Michael J., 2005. "When do incumbents learn from entrepreneurial ventures?: Corporate venture capital and investing firm innovation rates," Research Policy, Elsevier, vol. 34(5), pages 615-639, June.
    9. 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.
    10. Jonathan T. Eckhardt & Scott Shane & Frédéric Delmar, 2006. "Multistage Selection and the Financing of New Ventures," Management Science, INFORMS, vol. 52(2), pages 220-232, February.
    11. Thomas J. Chemmanur & Karthik Krishnan & Debarshi K. Nandy, 2011. "How Does Venture Capital Financing Improve Efficiency in Private Firms? A Look Beneath the Surface," The Review of Financial Studies, Society for Financial Studies, vol. 24(12), pages 4037-4090.
    12. Steven N. Kaplan & Per Strömberg, 2003. "Financial Contracting Theory Meets the Real World: An Empirical Analysis of Venture Capital Contracts," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 281-315.
    13. Engel, Dirk & Keilbach, Max, 2007. "Firm-level implications of early stage venture capital investment -- An empirical investigation," Journal of Empirical Finance, Elsevier, vol. 14(2), pages 150-167, March.
    14. David H. Hsu, 2006. "Venture Capitalists and Cooperative Start-up Commercialization Strategy," Management Science, INFORMS, vol. 52(2), pages 204-219, February.
    15. Massimo Colombo & Philippe Mustar & Mike Wright, 2010. "Dynamics of Science-based entrepreneurship," The Journal of Technology Transfer, Springer, vol. 35(1), pages 1-15, February.
    16. Amit, Raphael & Brander, James & Zott, Christoph, 1998. "Why do venture capital firms exist? theory and canadian evidence," Journal of Business Venturing, Elsevier, vol. 13(6), pages 441-466, November.
    17. Colombo, Massimo G. & Delmastro, Marco & Grilli, Luca, 2004. "Entrepreneurs' human capital and the start-up size of new technology-based firms," International Journal of Industrial Organization, Elsevier, vol. 22(8-9), pages 1183-1211, November.
    18. Wesley M. Cohen & Richard R. Nelson & John P. Walsh, 2000. "Protecting Their Intellectual Assets: Appropriability Conditions and Why U.S. Manufacturing Firms Patent (or Not)," NBER Working Papers 7552, National Bureau of Economic Research, Inc.
    19. Frédéric Delmar & Scott Shane, 2006. "Does Experience Matter? The Effect of Founding Team Experience on the Survival and Sales of Newly Founded Ventures," Post-Print hal-02311638, HAL.
    20. Samuel Kortum & Josh Lerner, 2000. "Assessing the Contribution of Venture Capital to Innovation," RAND Journal of Economics, The RAND Corporation, vol. 31(4), pages 674-692, Winter.
    21. Steven N. Kaplan & Per Stromberg, 2001. "Venture Capitalists As Principals: Contracting, Screening, and Monitoring," NBER Working Papers 8202, National Bureau of Economic Research, Inc.
    22. Josh Lerner & Morten Sorensen & Per Strömberg, 2011. "Private Equity and Long‐Run Investment: The Case of Innovation," Journal of Finance, American Finance Association, vol. 66(2), pages 445-477, April.
    23. Dushnitsky, Gary & Lenox, Michael J., 2006. "When does corporate venture capital investment create firm value?," Journal of Business Venturing, Elsevier, vol. 21(6), pages 753-772, November.
    24. Lerner, Josh, 1995. "Venture Capitalists and the Oversight of Private Firms," Journal of Finance, American Finance Association, vol. 50(1), pages 301-318, March.
    25. Baum, Joel A. C. & Silverman, Brian S., 2004. "Picking winners or building them? Alliance, intellectual, and human capital as selection criteria in venture financing and performance of biotechnology startups," Journal of Business Venturing, Elsevier, vol. 19(3), pages 411-436, May.
    26. Hellmann, Thomas & Puri, Manju, 2000. "The Interaction between Product Market and Financing Strategy: The Role of Venture Capital," The Review of Financial Studies, Society for Financial Studies, vol. 13(4), pages 959-984.
    27. Sapienza, Harry J. & Manigart, Sophie & Vermeir, Wim, 1996. "Venture capitalist governance and value added in four countries," Journal of Business Venturing, Elsevier, vol. 11(6), pages 439-469, November.
    28. Gorman, Michael & Sahlman, William A., 1989. "What do venture capitalists do?," Journal of Business Venturing, Elsevier, vol. 4(4), pages 231-248, July.
    29. Manju Puri & Rebecca Zarutskie, 2012. "On the Life Cycle Dynamics of Venture-Capital- and Non-Venture-Capital-Financed Firms," Journal of Finance, American Finance Association, vol. 67(6), pages 2247-2293, December.
    30. Lancaster, Tony, 2000. "The incidental parameter problem since 1948," Journal of Econometrics, Elsevier, vol. 95(2), pages 391-413, April.
    31. Blundell, Richard & Griffith, Rachel & Van Reenen, John, 1995. "Dynamic Count Data Models of Technological Innovation," Economic Journal, Royal Economic Society, vol. 105(429), pages 333-344, March.
    32. Robert E. Carpenter & Bruce C. Petersen, 2002. "Is The Growth Of Small Firms Constrained By Internal Finance?," The Review of Economics and Statistics, MIT Press, vol. 84(2), pages 298-309, May.
    33. Colombo, Massimo G. & Grilli, Luca, 2010. "On growth drivers of high-tech start-ups: Exploring the role of founders' human capital and venture capital," Journal of Business Venturing, Elsevier, vol. 25(6), pages 610-626, November.
    34. Macmillan, Ian C. & Kulow, David M. & Khoylian, Roubina, 1989. "Venture capitalists' involvement in their investments: Extent and performance," Journal of Business Venturing, Elsevier, vol. 4(1), pages 27-47, January.
    35. Marco Da Rin & María Fabiana Penas, 2007. "The Effect of Venture Capital on Innovation Strategies," NBER Working Papers 13636, National Bureau of Economic Research, Inc.
    36. Barney, Jay B. & Busenitz, Lowell W. & Fiet, James O. & Moesel, Douglas D., 1996. "New venture teams' assessment of learning assistance from venture capital firms," Journal of Business Venturing, Elsevier, vol. 11(4), pages 257-272, July.
    37. Sahlman, William A., 1990. "The structure and governance of venture-capital organizations," Journal of Financial Economics, Elsevier, vol. 27(2), pages 473-521, October.
    38. Gautam Ahuja & Riitta Katila, 2001. "Technological acquisitions and the innovation performance of acquiring firms: a longitudinal study," Strategic Management Journal, Wiley Blackwell, vol. 22(3), pages 197-220, March.
    39. David B. Audretsch & Giovanni Battista Dagnino & Rosario Faraci & Robert E. Hoskisson (ed.), 2010. "New Frontiers in Entrepreneurship," International Studies in Entrepreneurship, Springer, number 978-1-4419-0058-6, December.
    40. Colombo, Massimo G. & Grilli, Luca, 2005. "Founders' human capital and the growth of new technology-based firms: A competence-based view," Research Policy, Elsevier, vol. 34(6), pages 795-816, August.
    41. Aldrich, Howard & Kalleberg, Arne & Marsden, Peter & Cassel, James, 1989. "In pursuit of evidence: Sampling procedures for locating new businesses," Journal of Business Venturing, Elsevier, vol. 4(6), pages 367-386, November.
    42. Colombo, Massimo G. & Grilli, Luca & Piva, Evila, 2006. "In search of complementary assets: The determinants of alliance formation of high-tech start-ups," Research Policy, Elsevier, vol. 35(8), pages 1166-1199, October.
    43. Gompers, Paul A, 1995. "Optimal Investment, Monitoring, and the Staging of Venture Capital," Journal of Finance, American Finance Association, vol. 50(5), pages 1461-1489, December.
    44. Engel, Dirk, 2002. "The Impact of Venture Capital on Firm Growth: An Empirical Investigation," ZEW Discussion Papers 02-02, ZEW - Leibniz Centre for European Economic Research.
    45. Thomas Hellmann, 1998. "The Allocation of Control Rights in Venture Capital Contracts," RAND Journal of Economics, The RAND Corporation, vol. 29(1), pages 57-76, Spring.
    46. repec:bla:jfinan:v:59:y:2004:i:2:p:601-621 is not listed on IDEAS
    47. Massimo Colombo & Luca Grilli, 2007. "Funding Gaps? Access To Bank Loans By High-Tech Start-Ups," Small Business Economics, Springer, vol. 29(1), pages 25-46, June.
    48. Paul Gompers & Josh Lerner, 2001. "The Venture Capital Revolution," Journal of Economic Perspectives, American Economic Association, vol. 15(2), pages 145-168, Spring.
    49. Sapienza, Harry J., 1992. "When do venture capitalists add value?," Journal of Business Venturing, Elsevier, vol. 7(1), pages 9-27, January.
    50. Ueda, Masako & Hirukawa, Masayuki, 2008. "Venture Capital and Innovation: Which is First?," CEPR Discussion Papers 7090, C.E.P.R. Discussion Papers.
    51. Vella, F, 1992. "Simple Tests for Sample Selection Bias in Censored and Discrete Choice Models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 7(4), pages 413-421, Oct.-Dec..
    52. Laura Lindsey, 2008. "Blurring Firm Boundaries: The Role of Venture Capital in Strategic Alliances," Journal of Finance, American Finance Association, vol. 63(3), pages 1137-1168, June.
    53. 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.
    54. Da Rin, Marco & Nicodano, Giovanna & Sembenelli, Alessandro, 2006. "Public policy and the creation of active venture capital markets," Journal of Public Economics, Elsevier, vol. 90(8-9), pages 1699-1723, September.
    55. Michael Spence, 1973. "Job Market Signaling," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 87(3), pages 355-374.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Honjo, Yuji, 2021. "The impact of founders’ human capital on initial capital structure: Evidence from Japan," Technovation, Elsevier, vol. 100(C).
    2. Li Xiao & David North, 2017. "The graduation performance of technology business incubators in China’s three tier cities: the role of incubator funding, technical support, and entrepreneurial mentoring," The Journal of Technology Transfer, Springer, vol. 42(3), pages 615-634, June.
    3. Pavlova, Elitsa & Signore, Simone, 2021. "The European venture capital landscape: An EIF perspective. Volume VI: The impact of VC on the exit and innovation outcomes of EIF-backed start-ups," EIF Working Paper Series 2021/70, European Investment Fund (EIF).
    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. Clò, Stefano & Frigerio, Marco & Vandone, Daniela, 2022. "Financial support to innovation: The role of European development financial institutions," Research Policy, Elsevier, vol. 51(10).
    6. Daojuan Wang & Thomas Schøtt, 0. "Coupling between financing and innovation in a startup: embedded in networks with investors and researchers," International Entrepreneurship and Management Journal, Springer, vol. 0, pages 1-21.
    7. Lee, Kyounghun & Oh, Frederick Dongchuhl & Shin, Donglim & Yoon, Heejin, 2023. "Internal labor markets and corporate innovation: Evidence from Korean chaebols," International Review of Economics & Finance, Elsevier, vol. 85(C), pages 146-162.
    8. Dong, Weijia & Li, Ye & Lv, Xin & Yu, Chang, 2021. "How does venture capital spur the innovation of environmentally friendly firms? Evidence from China," Energy Economics, Elsevier, vol. 103(C).
    9. Rudra P. Pradhan & Rana P. Maradana & Danish B. Zaki & Saurav Dash & Manju Jayakumar & Kunal Gaurav, 2017. "Venture Capital and Innovation: Evidence from European Economic Area Countries," International Journal of Innovation and Technology Management (IJITM), World Scientific Publishing Co. Pte. Ltd., vol. 14(06), pages 1-30, December.
    10. Smith, Julia A. & Cordina, Renzo, 2014. "The role of accounting in high-technology investments," The British Accounting Review, Elsevier, vol. 46(3), pages 309-322.
    11. Kraemer-Eis, Helmut & Botsari, Antonia & Gvetadze, Salome & Lang, Frank & Torfs, Wouter, 2021. "European Small Business Finance Outlook 2021," EIF Working Paper Series 2021/75, European Investment Fund (EIF).
    12. Lahr, Henry & Mina, Andrea, 2016. "Venture capital investments and the technological performance of portfolio firms," Research Policy, Elsevier, vol. 45(1), pages 303-318.
    13. Bradley, Samantha R. & Gicheva, Dora & Hassell, Lydia & Link, Albert N., 2013. "Gender Differences in Access to Private Investment Funding to Support the Development of New Technologies," UNCG Economics Working Papers 13-9, University of North Carolina at Greensboro, Department of Economics.
    14. FUKUGAWA Nobuya, 2022. "Effects of the Quality of Science and Innovation on Venture Finance: Evidence from University Spinoffs in Japan," Discussion papers 22006, Research Institute of Economy, Trade and Industry (RIETI).
    15. Bertoni, Fabio & Tykvová, Tereza, 2013. "Which form of venture capital is most supportive of innovation? Evidence from European biotechnology companies," FZID Discussion Papers 69-2013, University of Hohenheim, Center for Research on Innovation and Services (FZID).
    16. Hasan Boudlaie, 2020. "Studying the content characteristics of New Technology-Based Firms," Technium Social Sciences Journal, Technium Science, vol. 3(1), pages 94-111, February.
    17. Annalisa Croce & Diego D’Adda & Elisa Ughetto, 2015. "Venture capital financing and the financial distress risk of portfolio firms: How independent and bank-affiliated investors differ," Small Business Economics, Springer, vol. 44(1), pages 189-206, January.
    18. Dina Cunha & Sandra T. Silva & Aurora A.C. Teixeira, 2013. "Are Academic Spin-Offs necessarily New Technology-Based firms?," FEP Working Papers 482, Universidade do Porto, Faculdade de Economia do Porto.
    19. Daojuan Wang & Thomas Schøtt, 2022. "Coupling between financing and innovation in a startup: embedded in networks with investors and researchers," International Entrepreneurship and Management Journal, Springer, vol. 18(1), pages 327-347, March.
    20. WASHIMI Kazuaki, 2021. "Venture Capital and Startup Innovation --Big Data Analysis of Patent Data--," Bank of Japan Research Papers 21-03-12, Bank of Japan.
    21. Bertoni, Fabio & Tykvová, Tereza, 2012. "Which form of venture capital is most supportive of innovation?," ZEW Discussion Papers 12-018, ZEW - Leibniz Centre for European Economic Research.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Bertoni, Fabio & Colombo, Massimo G. & Grilli, Luca, 2011. "Venture capital financing and the growth of high-tech start-ups: Disentangling treatment from selection effects," Research Policy, Elsevier, vol. 40(7), pages 1028-1043, September.
    2. 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.
    3. Colombo, Massimo G. & Grilli, Luca, 2010. "On growth drivers of high-tech start-ups: Exploring the role of founders' human capital and venture capital," Journal of Business Venturing, Elsevier, vol. 25(6), pages 610-626, November.
    4. Bertoni, Fabio & Tykvová, Tereza, 2012. "Which form of venture capital is most supportive of innovation?," ZEW Discussion Papers 12-018, ZEW - Leibniz Centre for European Economic Research.
    5. 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.
    6. Kyounghun Lee & Frederick Dongchuhl Oh & Donglim Shin & Heejin Yoon, 2023. "Does venture capital investment enhance corporate innovation? Evidence from Korea," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 50(1-2), pages 236-266, January.
    7. Lohwasser, Todor S., 2020. "Meta-analyzing the relative performance of venture capital-backed firms," Discussion Papers of the Institute for Organisational Economics 4/2020, University of Münster, Institute for Organisational Economics.
    8. Anita Quas & Jose Martí & Carmelo Reverte, 2021. "What money cannot buy: a new approach to measure venture capital ability to add non-financial resources," Small Business Economics, Springer, vol. 57(3), pages 1361-1382, October.
    9. Andrew Metrick & Ayako Yasuda, 2011. "Venture Capital and Other Private Equity: a Survey," European Financial Management, European Financial Management Association, vol. 17(4), pages 619-654, September.
    10. Valérie Revest & Alessandro Sapio, 2012. "Financing technology-based small firms in Europe: what do we know?," Small Business Economics, Springer, vol. 39(1), pages 179-205, July.
    11. Marco Da Rin & María Fabiana Penas, 2017. "Venture capital and innovation strategies," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 26(5), pages 781-800.
    12. Guerini, Massimiliano & Quas, Anita, 2016. "Governmental venture capital in Europe: Screening and certification," Journal of Business Venturing, Elsevier, vol. 31(2), pages 175-195.
    13. Lahr, Henry & Mina, Andrea, 2016. "Venture capital investments and the technological performance of portfolio firms," Research Policy, Elsevier, vol. 45(1), pages 303-318.
    14. Fabio Bertoni & Diego D’Adda & Luca Grilli, 2016. "Cherry-picking or frog-kissing? A theoretical analysis of how investors select entrepreneurial ventures in thin venture capital markets," Small Business Economics, Springer, vol. 46(3), pages 391-405, March.
    15. Rosenbusch, Nina & Brinckmann, Jan & Müller, Verena, 2013. "Does acquiring venture capital pay off for the funded firms? A meta-analysis on the relationship between venture capital investment and funded firm financial performance," Journal of Business Venturing, Elsevier, vol. 28(3), pages 335-353.
    16. Fabio Bertoni & Massimo G. Colombo & Annalisa Croce, 2010. "The Effect of Venture Capital Financing on the Sensitivity to Cash Flow of Firm's Investments," European Financial Management, European Financial Management Association, vol. 16(4), pages 528-551, September.
    17. Annalisa Croce & Jose Martí & Carmelo Reverte, 2019. "The role of private versus governmental venture capital in fostering job creation during the crisis," Small Business Economics, Springer, vol. 53(4), pages 879-900, December.
    18. Colombo, Massimo G. & Grilli, Luca & Piva, Evila, 2006. "In search of complementary assets: The determinants of alliance formation of high-tech start-ups," Research Policy, Elsevier, vol. 35(8), pages 1166-1199, October.
    19. Arqué-Castells, Pere, 2012. "How venture capitalists spur invention in Spain: Evidence from patent trajectories," Research Policy, Elsevier, vol. 41(5), pages 897-912.
    20. Grilli, Luca & Murtinu, Samuele, 2014. "Government, venture capital and the growth of European high-tech entrepreneurial firms," Research Policy, Elsevier, vol. 43(9), pages 1523-1543.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:hal:journl:hal-02312960. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: CCSD (email available below). General contact details of provider: https://hal.archives-ouvertes.fr/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.