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What money cannot buy: a new approach to measure venture capital ability to add non-financial resources

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  • Anita Quas

    (University of Milan)

  • Jose Martí

    (Universidad Complutense de Madrid (UCM))

  • Carmelo Reverte

    (Technical University of Cartagena)

Abstract

Grounding our work on the resource-based view of the firm, we study and quantify the impact of non-financial resources added by venture capital (VC) on the growth performance of investee companies. While most of the literature compares VC-backed companies with similar companies that did not receive external financing, our originality stems from the use of a counterfactual of companies that received external quasi-equity financing (in the form of participative loans) but not non-financial resources. We use a difference-in-difference (DD) estimator to disentangle the effect of an injection of financial resources (which can be used by companies to acquire non-financial resources) from the contribution of the unique non-financial resources brought in by VC (which companies cannot otherwise acquire). Our results are based on a large sample of young Spanish SMEs that received either VC (915) or participative loans (1551) between 2005 and 2013 as first type of financing. We find that the contribution of the non-financial resources leads to yearly increases of 12.86% in employment, 38.13% in total assets, and 54.03% in sales. Furthermore, we find that only the most experienced VC firms contribute with valuable non-financial resources.

Suggested Citation

  • 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.
    • Handle: RePEc:kap:sbusec:v:57:y:2021:i:3:d:10.1007_s11187-020-00352-w
    DOI: 10.1007/s11187-020-00352-w
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    1. 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.
    2. Terttu Luukkonen & Matthias Deschryvere & Fabio Bertoni, 2013. "The value added by government venture capital funds compared with independent venture capital funds," Post-Print hal-02312981, HAL.
    3. 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.
    4. Cumming, Douglas J., 2005. "Agency costs, institutions, learning, and taxation in venture capital contracting," Journal of Business Venturing, Elsevier, vol. 20(5), pages 573-622, September.
    5. Tyzoon T. Tyebjee & Albert V. Bruno, 1984. "A Model of Venture Capitalist Investment Activity," Management Science, INFORMS, vol. 30(9), pages 1051-1066, September.
    6. 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.
    7. 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.
    8. 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.
    9. Thomas Hellmann & Manju Puri, 2002. "Venture Capital and the Professionalization of Start‐Up Firms: Empirical Evidence," Journal of Finance, American Finance Association, vol. 57(1), pages 169-197, February.
    10. 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.
    11. 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.
    12. Douglas J. Cumming, 2006. "The Determinants of Venture Capital Portfolio Size: Empirical Evidence," The Journal of Business, University of Chicago Press, vol. 79(3), pages 1083-1126, May.
    13. Ko, Eun-Jeong & McKelvie, Alexander, 2018. "Signaling for more money: The roles of founders' human capital and investor prominence in resource acquisition across different stages of firm development," Journal of Business Venturing, Elsevier, vol. 33(4), pages 438-454.
    14. Mikko Jääskeläinen & Markku Maula & Tuukka Seppä, 2006. "Allocation of Attention to Portfolio Companies and the Performance of Venture Capital Firms," Entrepreneurship Theory and Practice, , vol. 30(2), pages 185-206, March.
    15. Lerner, Josh, 1995. "Venture Capitalists and the Oversight of Private Firms," Journal of Finance, American Finance Association, vol. 50(1), pages 301-318, March.
    16. 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.
    17. Hellmann, Thomas & Puri, Manju, 2000. "The Interaction between Product Market and Financing Strategy: The Role of Venture Capital," Review of Financial Studies, Society for Financial Studies, vol. 13(4), pages 959-984.
    18. Paolo Fulghieri, 2009. "Size and Focus of a Venture Capitalist's Portfolio," Review of Financial Studies, Society for Financial Studies, vol. 22(11), pages 4643-4680, November.
    19. 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.
    20. Gorman, Michael & Sahlman, William A., 1989. "What do venture capitalists do?," Journal of Business Venturing, Elsevier, vol. 4(4), pages 231-248, July.
    21. 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.
    22. Zarutskie, Rebecca, 2010. "The role of top management team human capital in venture capital markets: Evidence from first-time funds," Journal of Business Venturing, Elsevier, vol. 25(1), pages 155-172, January.
    23. Yael V. Hochberg & Alexander Ljungqvist & Yang Lu, 2007. "Whom You Know Matters: Venture Capital Networks and Investment Performance," Journal of Finance, American Finance Association, vol. 62(1), pages 251-301, February.
    24. Kanniainen, Vesa & Keuschnigg, Christian, 2003. "The optimal portfolio of start-up firms in venture capital finance," Journal of Corporate Finance, Elsevier, vol. 9(5), pages 521-534, November.
    25. 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.
    26. 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.
    27. Richard Blundell & Monica Costa Dias, 2000. "Evaluation methods for non-experimental data," Fiscal Studies, Institute for Fiscal Studies, vol. 21(4), pages 427-468, January.
    28. Dirk De Clercq & Vance H. Fried, 2005. "Executive forum: How entrepreneurial company performance can be improved through venture capitalists' communication and commitment," Venture Capital, Taylor & Francis Journals, vol. 7(3), pages 285-294, July.
    29. Alberto Abadie, 2005. "Semiparametric Difference-in-Differences Estimators," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(1), pages 1-19.
    30. James A. Brander & Qianqian Du & Thomas Hellmann, 2015. "The Effects of Government-Sponsored Venture Capital: International Evidence," Review of Finance, European Finance Association, vol. 19(2), pages 571-618.
    31. Massimo Colombo & Douglas Cumming & Silvio Vismara, 2016. "Governmental venture capital for innovative young firms," The Journal of Technology Transfer, Springer, vol. 41(1), pages 10-24, February.
    32. 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.
    33. Nahata, Rajarishi, 2008. "Venture capital reputation and investment performance," Journal of Financial Economics, Elsevier, vol. 90(2), pages 127-151, November.
    34. Dutta, Supradeep & Folta, Timothy B., 2016. "A comparison of the effect of angels and venture capitalists on innovation and value creation," Journal of Business Venturing, Elsevier, vol. 31(1), pages 39-54.
    35. Birger Wernerfelt, 1984. "A resource‐based view of the firm," Strategic Management Journal, Wiley Blackwell, vol. 5(2), pages 171-180, April.
    36. Sapienza, Harry J., 1992. "When do venture capitalists add value?," Journal of Business Venturing, Elsevier, vol. 7(1), pages 9-27, January.
    37. 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.
    38. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    39. Dorian Proksch & Wiebke Stranz & Nino Röhr & Cornelia Ernst & Andreas Pinkwart & Michael Schefczyk, 2017. "Value-adding activities of venture capital companies: a content analysis of investor’s original documents in Germany," Venture Capital, Taylor & Francis Journals, vol. 19(3), pages 129-146, July.
    40. 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.
    41. Bernile, Gennaro & Cumming, Douglas & Lyandres, Evgeny, 2007. "The size of venture capital and private equity fund portfolios," Journal of Corporate Finance, Elsevier, vol. 13(4), pages 564-590, September.
    42. Gautam Ray & Jay B. Barney & Waleed A. Muhanna, 2004. "Capabilities, business processes, and competitive advantage: choosing the dependent variable in empirical tests of the resource‐based view," Strategic Management Journal, Wiley Blackwell, vol. 25(1), pages 23-37, January.
    43. Niels Bosma & Mirjam van Praag & Roy Thurik & Gerrit de Wit, 2004. "The Value of Human and Social Capital Investments for the Business Performance of Startups," Small Business Economics, Springer, vol. 23(3), pages 227-236, October.
    44. Pollock, Timothy G. & Chen, Guoli & Jackson, Eric M. & Hambrick, Donald C., 2010. "How much prestige is enough? Assessing the value of multiple types of high-status affiliates for young firms," Journal of Business Venturing, Elsevier, vol. 25(1), pages 6-23, January.
    45. Bart Clarysse & Annelies Bobelyn & Itxaso Palacio Aguirre, 2013. "Learning from own and others’ previous experience: the contribution of the venture capital firm to the likelihood of a portfolio company’s trade sale," Small Business Economics, Springer, vol. 40(3), pages 575-590, April.
    46. José Martí & Anita Quas, 2018. "A beacon in the night: government certification of SMEs towards banks," Small Business Economics, Springer, vol. 50(2), pages 397-413, February.
    47. Admati, Anat R & Pfleiderer, Paul, 1994. "Robust Financial Contracting and the Role of Venture Capitalists," Journal of Finance, American Finance Association, vol. 49(2), pages 371-402, June.
    48. 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.
    49. Thomas J. Chemmanur & Karthik Krishnan & Debarshi K. Nandy, 2011. "How Does Venture Capital Financing Improve Efficiency in Private Firms? A Look Beneath the Surface," Review of Financial Studies, Society for Financial Studies, vol. 24(12), pages 4037-4090.
    50. Josh Lerner, 2002. "When Bureaucrats Meet Entrepreneurs: The Design of Effective "Public Venture Capital" Programmes," Economic Journal, Royal Economic Society, vol. 112(477), pages 73-84, February.
    51. 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.
    52. Falconer Mitchell & Gavin C. Reid & Nicholas G. Terry, 1997. "Venture Capital Supply and Accounting Information System Development," Entrepreneurship Theory and Practice, , vol. 21(4), pages 45-62, July.
    53. David H. Hsu, 2004. "What Do Entrepreneurs Pay for Venture Capital Affiliation?," Journal of Finance, American Finance Association, vol. 59(4), pages 1805-1844, August.
    54. Balboa, Marina & Marti, Jose, 2007. "Factors that determine the reputation of private equity managers in developing markets," Journal of Business Venturing, Elsevier, vol. 22(4), pages 453-480, July.
    55. David H. Hsu, 2006. "Venture Capitalists and Cooperative Start-up Commercialization Strategy," Management Science, INFORMS, vol. 52(2), pages 204-219, February.
    56. Davidsson, Per & Honig, Benson, 2003. "The role of social and human capital among nascent entrepreneurs," Journal of Business Venturing, Elsevier, vol. 18(3), pages 301-331, May.
    57. Fiet, James O. & Busenitz, Lowell W. & Moesel, Douglas D. & Barney, Jay B., 1997. "Complementary theoretical perspectives on the dismissal of new venture team members," Journal of Business Venturing, Elsevier, vol. 12(5), pages 347-366, September.
    58. 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.
    59. Sahlman, William A., 1990. "The structure and governance of venture-capital organizations," Journal of Financial Economics, Elsevier, vol. 27(2), pages 473-521, October.
    60. Besley, Timothy & Case, Anne, 2000. "Unnatural Experiments? Estimating the Incidence of Endogenous Policies," Economic Journal, Royal Economic Society, vol. 110(467), pages 672-694, November.
    61. 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.
    62. 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.
    63. Davila, Antonio & Foster, George & Gupta, Mahendra, 2003. "Venture capital financing and the growth of startup firms," Journal of Business Venturing, Elsevier, vol. 18(6), pages 689-708, November.
    64. Iacus, Stefano M. & King, Gary & Porro, Giuseppe, 2012. "Causal Inference without Balance Checking: Coarsened Exact Matching," Political Analysis, Cambridge University Press, vol. 20(1), pages 1-24, January.
    65. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    66. 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.
    67. 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.
    68. 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.
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