IDEAS home Printed from https://ideas.repec.org/a/eee/empfin/v18y2011i1p2-15.html
   My bibliography  Save this article

Fund size, limited attention and valuation of venture capital backed firms

Author

Listed:
  • Cumming, Douglas
  • Dai, Na

Abstract

This paper examines the effect of fund size on investee firm valuations in the venture capital market. We show a convex (U-shape) relationship between fund size and firm valuations. We further document that firm valuations are positively correlated to measures of limited attention. In addition, we show a concave (inverse U-shape) relationship between fund size and venture's performance measured as the probability of successful exits. Further, this relation is particularly strong when the pre-money valuation of the investment is high. Our findings hold across a wide range of robustness checks, including but not limited to sample selection and correction for unobserved company-level value drivers. Our findings support the notion that there is diseconomy of scale in the venture capital industry, which is partially due to the constraints from the quality and quantity of human capital when fund size grows.

Suggested Citation

  • Cumming, Douglas & Dai, Na, 2011. "Fund size, limited attention and valuation of venture capital backed firms," Journal of Empirical Finance, Elsevier, vol. 18(1), pages 2-15, January.
  • Handle: RePEc:eee:empfin:v:18:y:2011:i:1:p:2-15
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0927-5398(10)00062-9
    Download Restriction: Full text for ScienceDirect subscribers only
    ---><---

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

    References listed on IDEAS

    as
    1. Goldfarb, Brent & Kirsch, David & Miller, David A., 2007. "Was there too little entry during the Dot Com Era?," Journal of Financial Economics, Elsevier, vol. 86(1), pages 100-144, October.
    2. Christian Keuschnigg & Soren Bo Nielsen, 2006. "Self-Selection and Advice in Venture Capital Finance," University of St. Gallen Department of Economics working paper series 2006 2006-06, Department of Economics, University of St. Gallen.
    3. Gompers, Paul & Lerner, Josh, 2000. "Money chasing deals? The impact of fund inflows on private equity valuation," Journal of Financial Economics, Elsevier, vol. 55(2), pages 281-325, February.
    4. Gompers, Paul & Kovner, Anna & Lerner, Josh & Scharfstein, David, 2010. "Performance persistence in entrepreneurship," Journal of Financial Economics, Elsevier, vol. 96(1), pages 18-32, April.
    5. Steven N. Kaplan & Antoinette Schoar, 2005. "Private Equity Performance: Returns, Persistence, and Capital Flows," Journal of Finance, American Finance Association, vol. 60(4), pages 1791-1823, August.
    6. Lopez-de-Silanes, Florencio & Phalippou, Ludovic & Gottschalg, Olivier, 2010. "Giants at the Gate: On the Cross-section of Private Equity Investment Returns," MPRA Paper 28487, University Library of Munich, Germany.
    7. Christian Keuschnigg, 2004. "Taxation of a venture capitalist with a portfolio of firms," Oxford Economic Papers, Oxford University Press, vol. 56(2), pages 285-306, April.
    8. 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.
    9. Hsu, David H., 2007. "Experienced entrepreneurial founders, organizational capital, and venture capital funding," Research Policy, Elsevier, vol. 36(5), pages 722-741, June.
    10. Berger, Allen N. & Humphrey, David B., 1997. "Efficiency of financial institutions: International survey and directions for future research," European Journal of Operational Research, Elsevier, vol. 98(2), pages 175-212, April.
    11. Jensen, Michael C, 1986. "Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers," American Economic Review, American Economic Association, vol. 76(2), pages 323-329, May.
    12. Kanniainen, Vesa & Keuschnigg, Christian, 2004. "Start-up investment with scarce venture capital support," Journal of Banking & Finance, Elsevier, vol. 28(8), pages 1935-1959, August.
    13. 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.
    14. 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.
    15. Douglas Cumming, 2008. "Contracts and Exits in Venture Capital Finance," The Review of Financial Studies, Society for Financial Studies, vol. 21(5), pages 1947-1982, September.
    16. 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.
    17. Joseph Chen & Harrison Hong & Ming Huang & Jeffrey D. Kubik, 2004. "Does Fund Size Erode Mutual Fund Performance? The Role of Liquidity and Organization," American Economic Review, American Economic Association, vol. 94(5), pages 1276-1302, December.
    18. Yael V. Hochberg & Alexander Ljungqvist & Yang Lu, 2010. "Networking as a Barrier to Entry and the Competitive Supply of Venture Capital," Journal of Finance, American Finance Association, vol. 65(3), pages 829-859, June.
    19. Douglas Cumming & Uwe Walz, 2010. "Private equity returns and disclosure around the world," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 41(4), pages 727-754, May.
    20. Nahata, Rajarishi, 2008. "Venture capital reputation and investment performance," Journal of Financial Economics, Elsevier, vol. 90(2), pages 127-151, November.
    21. Shane A. Corwin & Jay F. Coughenour, 2008. "Limited Attention and the Allocation of Effort in Securities Trading," Journal of Finance, American Finance Association, vol. 63(6), pages 3031-3067, December.
    22. Morten Sørensen, 2007. "How Smart Is Smart Money? A Two‐Sided Matching Model of Venture Capital," Journal of Finance, American Finance Association, vol. 62(6), pages 2725-2762, December.
    23. April Knill, 2009. "Should Venture Capitalists Put All Their Eggs in One Basket? Diversification versus Pure‐Play Strategies in Venture Capital," Financial Management, Financial Management Association International, vol. 38(3), pages 441-486, September.
    24. Joshua M. Pollet & Mungo Wilson, 2008. "How Does Size Affect Mutual Fund Behavior?," Journal of Finance, American Finance Association, vol. 63(6), pages 2941-2969, December.
    25. Andrew Metrick, 2010. "The Economics of Private Equity Funds," The Review of Financial Studies, Society for Financial Studies, vol. 23(6), pages 2303-2341, June.
    Full references (including those not matched with items on IDEAS)

    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. 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.
    2. Valkama, Petri & Maula, Markku & Nikoskelainen, Erkki & Wright, Mike, 2013. "Drivers of holding period firm-level returns in private equity-backed buyouts," Journal of Banking & Finance, Elsevier, vol. 37(7), pages 2378-2391.
    3. Que, Jiangjing & Zhang, Xueyong, 2021. "Money chasing hot industries? Investor attention and valuation of venture capital backed firms," Journal of Corporate Finance, Elsevier, vol. 68(C).
    4. Lopez-de-Silanes, Florencio & Phalippou, Ludovic & Gottschalg, Olivier, 2010. "Giants at the Gate: On the Cross-section of Private Equity Investment Returns," MPRA Paper 28487, University Library of Munich, Germany.
    5. 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.
    6. Wang, Lanfang & Wang, Susheng, 2012. "Economic freedom and cross-border venture capital performance," Journal of Empirical Finance, Elsevier, vol. 19(1), pages 26-50.
    7. Chortareas, Georgios E. & Girardone, Claudia & Ventouri, Alexia, 2013. "Financial freedom and bank efficiency: Evidence from the European Union," Journal of Banking & Finance, Elsevier, vol. 37(4), pages 1223-1231.
    8. Wang, Lanfang & Wang, Susheng, 2011. "Cross-border venture capital performance: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 19(1), pages 71-97, January.
    9. Giot, Pierre & Hege, Ulrich & Schwienbacher, Armin, 2014. "Are novice private equity funds risk-takers? Evidence from a comparison with established funds," Journal of Corporate Finance, Elsevier, vol. 27(C), pages 55-71.
    10. Douglas Cumming & Satish Kumar & Weng Marc Lim & Nitesh Pandey, 2023. "Mapping the venture capital and private equity research: a bibliometric review and future research agenda," Small Business Economics, Springer, vol. 61(1), pages 173-221, June.
    11. Cumming, Douglas & Dai, Na, 2010. "Local bias in venture capital investments," Journal of Empirical Finance, Elsevier, vol. 17(3), pages 362-380, June.
    12. 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.
    13. 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.
    14. Cumming, Douglas & Johan, Sofia, 2007. "Regulatory harmonization and the development of private equity markets," Journal of Banking & Finance, Elsevier, vol. 31(10), pages 3218-3250, October.
    15. Mustafa Şeref AKIN, 2020. "High Cost of Venture Capital and Investment Strategy Startups Should Follow," Istanbul Journal of Economics-Istanbul Iktisat Dergisi, Istanbul University, Faculty of Economics, vol. 70(1), pages 229-245, June.
    16. Milosevic, Miona, 2018. "Skills or networks? Success and fundraising determinants in a low performing venture capital market," Research Policy, Elsevier, vol. 47(1), pages 49-60.
    17. Douglas Cumming, 2010. "Public policy and the creation of active venture capital markets," Venture Capital, Taylor & Francis Journals, vol. 13(1), pages 75-94, April.
    18. Douglas Cumming & Sofia Johan, 2007. "Advice and monitoring in venture finance," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 21(1), pages 3-43, March.
    19. Banal-Estañol, Albert & Macho-Stadler, Inés & Nieto-Postigo, Jonás & Pérez-Castrillo, David, 2023. "Early individual stakeholders, first venture capital investment, and exit in the UK startup ecosystem," Journal of Corporate Finance, Elsevier, vol. 80(C).
    20. Douglas Cumming & Sofia Johan, 2006. "Provincial preferences in private equity," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 20(4), pages 369-398, December.

    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:empfin:v:18:y:2011:i:1:p:2-15. 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/jempfin .

    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.