IDEAS home Printed from https://ideas.repec.org/a/eee/corfin/v35y2015icp159-176.html
   My bibliography  Save this article

Venture capital and the investment curve of young high-tech companies

Author

Listed:
  • Bertoni, Fabio
  • Croce, Annalisa
  • Guerini, Massimiliano

Abstract

We explore how and when venture capital (VC) alleviates the financial constraints of portfolio companies. Using a sample comprising 128 VC-backed companies and 233 non-VC-backed companies identified by propensity score matching, we estimate an error-correction model by accounting for the fact that the investment curve may be U shaped because of capital market imperfections. Our findings show that VC leads the investment curve to flatten in portfolio companies, which indicates an alleviation of financial constraints. This effect, however, is economically and statistically significant only after companies receive a follow-on round of VC financing. Because follow-on rounds, on average, do not involve larger amounts invested but have stronger informative content than initial rounds of investment, we interpret this result to indicate the importance of VC certification for the alleviation of financial constraints in portfolio companies. Evidence regarding the access to credit by VC-backed companies confirms this interpretation of the results.

Suggested Citation

  • 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.
    • Handle: RePEc:eee:corfin:v:35:y:2015:i:c:p:159-176
    DOI: 10.1016/j.jcorpfin.2015.08.012
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0929119915001030
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.jcorpfin.2015.08.012?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Fabio Bertoni & María Ferrer & José Martí, 2013. "The different roles played by venture capital and private equity investors on the investment activity of their portfolio firms," Small Business Economics, Springer, vol. 40(3), pages 607-633, April.
    2. Nick Bloom & Stephen Bond & John Van Reenen, 2007. "Uncertainty and Investment Dynamics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 74(2), pages 391-415.
    3. Klaus Gugler, 2003. "Corporate governance and investment," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 10(3), pages 261-289.
    4. Bergemann, Dirk & Hege, Ulrich, 1998. "Venture capital financing, moral hazard, and learning," Journal of Banking & Finance, Elsevier, vol. 22(6-8), pages 703-735, August.
    5. Bert D'Espallier & Alessandra Guariglia, 2015. "Does the investment opportunities bias affect the investment-cash flow sensitivities of unlisted SMEs?," The European Journal of Finance, Taylor & Francis Journals, vol. 21(1), pages 1-25, January.
    6. 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.
    7. 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.
    8. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    9. Bronwyn Hall, 2004. "The financing of research and development," Chapters, in: Anthony Bartzokas & Sunil Mani (ed.), Financial Systems, Corporate Investment in Innovation, and Venture Capital, chapter 2, Edward Elgar Publishing.
    10. Abel, Andrew B., 1980. "Empirical investment equations : An integrative framework," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 12(1), pages 39-91, January.
    11. N. Berger, Allen & F. Udell, Gregory, 1998. "The economics of small business finance: The roles of private equity and debt markets in the financial growth cycle," Journal of Banking & Finance, Elsevier, vol. 22(6-8), pages 613-673, August.
    12. Bhagat, Sanjai & Moyen, Nathalie & Suh, Inchul, 2005. "Investment and internal funds of distressed firms," Journal of Corporate Finance, Elsevier, vol. 11(3), pages 449-472, June.
    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. Robert H. Gertner & David S. Scharfstein & Jeremy C. Stein, 1994. "Internal versus External Capital Markets," NBER Working Papers 4776, National Bureau of Economic Research, Inc.
    15. Armen Hovakimian & Gayané Hovakimian, 2009. "Cash Flow Sensitivity of Investment," European Financial Management, European Financial Management Association, vol. 15(1), pages 47-65, January.
    16. Guariglia, Alessandra, 2008. "Internal financial constraints, external financial constraints, and investment choice: Evidence from a panel of UK firms," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1795-1809, September.
    17. 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.
    18. Stephen Bond & Julie Ann Elston & Jacques Mairesse & Benoît Mulkay, 2003. "Financial Factors and Investment in Belgium, France, Germany, and the United Kingdom: A Comparison Using Company Panel Data," The Review of Economics and Statistics, MIT Press, vol. 85(1), pages 153-165, February.
    19. Sahlman, William A., 1990. "The structure and governance of venture-capital organizations," Journal of Financial Economics, Elsevier, vol. 27(2), pages 473-521, October.
    20. Cleary, Sean & Povel, Paul & Raith, Michael, 2007. "The U-Shaped Investment Curve: Theory and Evidence," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 42(1), pages 1-39, March.
    21. Lee, Peggy M. & Wahal, Sunil, 2004. "Grandstanding, certification and the underpricing of venture capital backed IPOs," Journal of Financial Economics, Elsevier, vol. 73(2), pages 375-407, August.
    22. Steven M. Fazzari & R. Glenn Hubbard & Bruce C. Petersen, 1988. "Financing Constraints and Corporate Investment," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 19(1), pages 141-206.
    23. Robert H. Gertner & David S. Scharfstein & Jeremy C. Stein, 1994. "Internal versus External Capital Markets," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(4), pages 1211-1230.
    24. Fabio Bertoni & Alexander Groh, 2014. "Cross-Border Investments and Venture Capital Exits in Europe," Post-Print hal-02313142, HAL.
    25. R. Glenn Hubbard, 1998. "Capital-Market Imperfections and Investment," Journal of Economic Literature, American Economic Association, vol. 36(1), pages 193-225, March.
    26. Stephen R. Bond & Domenico Lombardi, 2006. "To Buy or Not to Buy? Uncertainty, Irreversibility, and Heterogeneous Investment Dynamics in Italian Company Data," IMF Staff Papers, Palgrave Macmillan, vol. 53(3), pages 1-2.
    27. Nahata, Rajarishi, 2008. "Venture capital reputation and investment performance," Journal of Financial Economics, Elsevier, vol. 90(2), pages 127-151, November.
    28. Sean Cleary, 1999. "The Relationship between Firm Investment and Financial Status," Journal of Finance, American Finance Association, vol. 54(2), pages 673-692, April.
    29. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    30. 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.
    31. 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.
    32. Stephen R. Bond, 2002. "Dynamic panel data models: a guide to micro data methods and practice," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 1(2), pages 141-162, August.
    33. Gugler, Klaus, 2003. "Corporate governance, dividend payout policy, and the interrelation between dividends, R&D, and capital investment," Journal of Banking & Finance, Elsevier, vol. 27(7), pages 1297-1321, July.
    34. Ann P. Bartel & Ann E. Harrison, 2005. "Ownership Versus Environment: Disentangling the Sources of Public-Sector Inefficiency," The Review of Economics and Statistics, MIT Press, vol. 87(1), pages 135-147, February.
    35. 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.
    36. Stephen Bond & Costas Meghir, 1994. "Dynamic Investment Models and the Firm's Financial Policy," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 61(2), pages 197-222.
    37. Megginson, William L & Weiss, Kathleen A, 1991. "Venture Capitalist Certification in Initial Public Offerings," Journal of Finance, American Finance Association, vol. 46(3), pages 879-903, July.
    38. repec:bla:jfinan:v:59:y:2004:i:4:p:1805-1844 is not listed on IDEAS
    39. Stephen Bond & Dietmar Harhoff & John Van Reenen, 2010. "Investment, R&D and Financial Constraints in Britain and Germany," NBER Chapters, in: Contributions in Memory of Zvi Griliches, pages 433-460, National Bureau of Economic Research, Inc.
    40. Dirk Engel & Joel Stiebale, 2014. "Private equity, investment and financial constraints: firm-level evidence for France and the United Kingdom," Small Business Economics, Springer, vol. 43(1), pages 197-212, June.
    41. Allayannis, George & Mozumdar, Abon, 2004. "The impact of negative cash flow and influential observations on investment-cash flow sensitivity estimates," Journal of Banking & Finance, Elsevier, vol. 28(5), pages 901-930, May.
    42. Gayané Hovakimian, 2009. "Determinants of Investment Cash Flow Sensitivity," Financial Management, Financial Management Association International, vol. 38(1), pages 161-183, March.
    43. Steven N. Kaplan & Per Stromberg, 2001. "Venture Capitals As Principals: Contracting, Screening, and Monitoring," American Economic Review, American Economic Association, vol. 91(2), pages 426-430, May.
    44. Gompers, Paul A., 1996. "Grandstanding in the venture capital industry," Journal of Financial Economics, Elsevier, vol. 42(1), pages 133-156, September.
    45. Steven N. Kaplan & Per Stromberg, 2001. "Venture Capitalists As Principals: Contracting, Screening, and Monitoring," NBER Working Papers 8202, National Bureau of Economic Research, Inc.
    46. Cleary, Sean, 2006. "International corporate investment and the relationships between financial constraint measures," Journal of Banking & Finance, Elsevier, vol. 30(5), pages 1559-1580, May.
    47. 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.
    48. 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.
    49. Windmeijer, Frank, 2005. "A finite sample correction for the variance of linear efficient two-step GMM estimators," Journal of Econometrics, Elsevier, vol. 126(1), pages 25-51, May.
    50. Stephen Bond, 2002. "Dynamic panel data models: a guide to microdata methods and practice," CeMMAP working papers CWP09/02, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    51. James R. Brown & Steven M. Fazzari & Bruce C. Petersen, 2009. "Financing Innovation and Growth: Cash Flow, External Equity, and the 1990s R&D Boom," Journal of Finance, American Finance Association, vol. 64(1), pages 151-185, February.
    52. Steven N. Kaplan & Luigi Zingales, 1997. "Do Investment-Cash Flow Sensitivities Provide Useful Measures of Financing Constraints?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 169-215.
    53. Kadapakkam, Palani-Rajan & Kumar, P. C. & Riddick, Leigh A., 1998. "The impact of cash flows and firm size on investment: The international evidence," Journal of Banking & Finance, Elsevier, vol. 22(3), pages 293-320, March.
    54. 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.
    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. Musson, Anne & Rousselière, Damien, 2020. "Identifying the impact of crisis on cooperative capital constraint. A short note on French craftsmen cooperatives," Finance Research Letters, Elsevier, vol. 35(C).
    2. 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.
    3. Chircop, Justin & Johan, Sofia & Tarsalewska, Monika, 2020. "Does religiosity influence venture capital investment decisions?," Journal of Corporate Finance, Elsevier, vol. 62(C).
    4. Xie, Hongji & Tian, Cunzhi & Pang, Fangying, 2024. "Venture capital and corporate financialization: Evidence from China," The Quarterly Review of Economics and Finance, Elsevier, vol. 93(C), pages 119-136.
    5. Li Jing & Huying Zhang, 2023. "Venture Capital, Compensation Incentive, and Corporate Sustainable Development," Sustainability, MDPI, vol. 15(7), pages 1-19, March.
    6. Di Pietro, Francesca & Butticè, Vincenzo, 2020. "Institutional characteristics and the development of crowdfunding across countries," International Review of Financial Analysis, Elsevier, vol. 71(C).
    7. Annalisa Croce & José Martí, 2017. "Financial constraints in family firms and the role of venture capital," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 44(1), pages 119-144, March.
    8. 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.
    9. Jiří Schwarz & Martin Pospíšil, 2018. "Bankruptcy, Investment, and Financial Constraints: Evidence from the Czech Republic," Eastern European Economics, Taylor & Francis Journals, vol. 56(2), pages 99-121, March.
    10. Samagaio, Antonio & Rodrigues, Ricardo, 2016. "Human capital and performance in young audit firms," Journal of Business Research, Elsevier, vol. 69(11), pages 5354-5359.
    11. Massimo G. Colombo & Kourosh Shafi, 2016. "The impact of patenting on the size of high-tech firms: the role of venture capital and product market regulation," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 43(1), pages 85-103, March.
    12. Patel, Pankaj C. & João Guedes, Maria & Pagano, Michael S. & Olson, Gerard T., 2020. "Industry profitability matters: The value of sustainable growth rate and distance from bankruptcy as enablers of venture survival," Journal of Business Research, Elsevier, vol. 114(C), pages 80-92.
    13. Massimo Colombo & Kourosh Shafi, 2016. "The impact of patenting on the size of high-tech firms: the role of venture capital and product market regulation," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 43(1), pages 85-103, March.
    14. Niculaescu, Corina-Elena & Sangiorgi, Ivan & Bell, Adrian R., 2023. "Venture capital financing in the eSports industry," Research in International Business and Finance, Elsevier, vol. 65(C).

    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. Colombo, Massimo G. & Croce, Annalisa & Guerini, Massimiliano, 2013. "The effect of public subsidies on firms’ investment–cash flow sensitivity: Transient or persistent?," Research Policy, Elsevier, vol. 42(9), pages 1605-1623.
    2. Annalisa Croce & José Martí, 2017. "Financial constraints in family firms and the role of venture capital," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 44(1), pages 119-144, March.
    3. Fabio Bertoni & María Ferrer & José Martí, 2013. "The different roles played by venture capital and private equity investors on the investment activity of their portfolio firms," Small Business Economics, Springer, vol. 40(3), pages 607-633, April.
    4. 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.
    5. Guariglia, Alessandra, 2008. "Internal financial constraints, external financial constraints, and investment choice: Evidence from a panel of UK firms," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1795-1809, September.
    6. 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.
    7. 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.
    8. Milos Markovic & Michael A. Stemmer, 2017. "Firm Growth Dynamics and Financial Constraints: Evidence from Serbian Firms," Documents de travail du Centre d'Economie de la Sorbonne 17012, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
    9. Bertoni, Fabio & Martí, Jose & Reverte, Carmelo, 2019. "The impact of government-supported participative loans on the growth of entrepreneurial ventures," Research Policy, Elsevier, vol. 48(1), pages 371-384.
    10. Guerini, Massimiliano & Quas, Anita, 2016. "Governmental venture capital in Europe: Screening and certification," Journal of Business Venturing, Elsevier, vol. 31(2), pages 175-195.
    11. Elisa Ughetto, 2016. "Investments, Financing Constraints and Buyouts: the Effect of Private Equity Investors on the Sensitivity of Investments to Cash Flow," Manchester School, University of Manchester, vol. 84(1), pages 25-54, January.
    12. Guariglia, Alessandra & Liu, Xiaoxuan & Song, Lina, 2011. "Internal finance and growth: Microeconometric evidence on Chinese firms," Journal of Development Economics, Elsevier, vol. 96(1), pages 79-94, September.
    13. Sardo, Filipe & Serrasqueiro, Zélia & Félix, Elisabete G.S., 2020. "Does Venture Capital affect capital structure rebalancing? The case of small knowledge-intensive service firms," Structural Change and Economic Dynamics, Elsevier, vol. 53(C), pages 170-179.
    14. Vijayakumaran, Ratnam, 2021. "Impact of managerial ownership on investment and liquidity constraints: Evidence from Chinese listed companies," Research in International Business and Finance, Elsevier, vol. 55(C).
    15. Fabio Bertoni & Massimo Colombo & Luca Grilli, 2013. "Venture capital investor type and the growth mode of new technology-based firms," Small Business Economics, Springer, vol. 40(3), pages 527-552, April.
    16. Carlos Carreira & Filipe Silva, 2010. "No Deep Pockets: Some Stylized Empirical Results On Firms’ Financial Constraints," Journal of Economic Surveys, Wiley Blackwell, vol. 24(4), pages 731-753, September.
    17. 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.
    18. Coad, Alex, 2010. "Neoclassical vs evolutionary theories of financial constraints: Critique and prospectus," Structural Change and Economic Dynamics, Elsevier, vol. 21(3), pages 206-218, August.
    19. Colombo, Massimo G. & D’Adda, Diego & Pirelli, Lorenzo H., 2016. "The participation of new technology-based firms in EU-funded R&D partnerships: The role of venture capital," Research Policy, Elsevier, vol. 45(2), pages 361-375.
    20. Hall, Bronwyn H. & Lerner, Josh, 2010. "The Financing of R&D and Innovation," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 609-639, Elsevier.

    More about this item

    Keywords

    Venture capital; Investment curve; Young high-tech companies; Financial constraints; Staging; Certification;
    All these keywords.

    JEL classification:

    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • D92 - Microeconomics - - Micro-Based Behavioral Economics - - - Intertemporal Firm Choice, Investment, Capacity, and Financing
    • G24 - Financial Economics - - Financial Institutions and Services - - - Investment Banking; Venture Capital; Brokerage

    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:eee:corfin:v:35:y:2015:i:c:p:159-176. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/jcorpfin .

    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.