IDEAS home Printed from https://ideas.repec.org/
MyIDEAS: Login to save this paper or follow this series

Learning by Investing: Evidence from Venture Capital

  • Sorensen, Morten

    ()

    (University of Chicago GSB)

Registered author(s):

    To understand the investment behavior of venture capital (VC) investors, this paper estimates a dynamic model of learning. Behavior reflecting both learning from past investments (exploitation) and anticipated future learning (exploration) are found to be prevalent, and the model's additional predictions about success rates and investment speeds are confirmed empirically. Learning is important, since it can create informational frictions, and it has potential implications for VCs' investments and organizations. VCs are found to internalize the value of learning, and this may help promote exploration beyond the levels sustained in standard capital markets, which is socially valuable.

    If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.

    File URL: http://www.sifr.org/PDFs/sifr-wp53.pdf
    Our checks indicate that this address may not be valid because: 404 Not Found (http://www.sifr.org/PDFs/sifr-wp53.pdf [301 Moved Permanently]--> http://sifr.org/PDFs/sifr-wp53.pdf). If this is indeed the case, please notify (Anki Helmer)


    Download Restriction: no

    Paper provided by Institute for Financial Research in its series SIFR Research Report Series with number 53.

    as
    in new window

    Length: 52 pages
    Date of creation: 15 May 2007
    Date of revision:
    Handle: RePEc:hhs:sifrwp:0053
    Contact details of provider: Postal: Institute for Financial Research Drottninggatan 89, SE-113 60 Stockholm, Sweden
    Phone: +46-8-728-5120
    Fax: +46-8-728-5130
    Web page: http://www.sifr.org/
    Email:


    More information through EDIRC

    References listed on IDEAS
    Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:

    as in new window
    1. Devenow, Andrea & Welch, Ivo, 1996. "Rational herding in financial economics," European Economic Review, Elsevier, vol. 40(3-5), pages 603-615, April.
    2. Bergemann, Dirk & Hege, Ulrich, 2001. "The Financing of Innovation: Learning and Stopping," CEPR Discussion Papers 2763, C.E.P.R. Discussion Papers.
    3. Gregory S. Crawford & Matthew Shum, 2005. "Uncertainty and Learning in Pharmaceutical Demand," Econometrica, Econometric Society, vol. 73(4), pages 1137-1173, 07.
    4. McFadden, Daniel, 1974. "The measurement of urban travel demand," Journal of Public Economics, Elsevier, vol. 3(4), pages 303-328, November.
    5. Banks, Jeffrey S & Sundaram, Rangarajan K, 1994. "Switching Costs and the Gittins Index," Econometrica, Econometric Society, vol. 62(3), pages 687-94, May.
    6. Pástor, Luboš & Taylor, Lucian & Veronesi, Pietro, 2007. "Entrepreneurial Learning, the IPO Decision, and the Post-IPO Drop in Firm Profitability," CEPR Discussion Papers 6061, C.E.P.R. Discussion Papers.
    7. Hellmann, Thomas F. & Puri, Manju, 2000. "Venture Capital and the Professionalization of Start-up Firms: Empirical Evidence," Research Papers 1661, Stanford University, Graduate School of Business.
    8. Tülin Erdem & Michael P. Keane, 1996. "Decision-Making Under Uncertainty: Capturing Dynamic Brand Choice Processes in Turbulent Consumer Goods Markets," Marketing Science, INFORMS, vol. 15(1), pages 1-20.
    9. Jovanovic, Boyan, 1979. "Job Matching and the Theory of Turnover," Journal of Political Economy, University of Chicago Press, vol. 87(5), pages 972-90, October.
    10. Weitzman, Martin L, 1979. "Optimal Search for the Best Alternative," Econometrica, Econometric Society, vol. 47(3), pages 641-54, May.
    11. Rothschild, Michael, 1974. "A two-armed bandit theory of market pricing," Journal of Economic Theory, Elsevier, vol. 9(2), pages 185-202, October.
    12. Gompers, Paul & Kovner, Anna & Lerner, Josh & Scharfstein, David, 2008. "Venture capital investment cycles: The impact of public markets," Journal of Financial Economics, Elsevier, vol. 87(1), pages 1-23, January.
    13. Arrow, Kenneth J, 1969. "Classificatory Notes on the Production and Transmission of Technological Knowledge," American Economic Review, American Economic Association, vol. 59(2), pages 29-35, May.
    14. 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 959-84.
    15. Godfrey Keller & Martin Cripps, 2003. "Strategic Experimentation with Exponential Bandits," Economics Series Working Papers 143, University of Oxford, Department of Economics.
    16. Paul A. Gompers & Josh Lerner, 1998. "The Determinants of Corporate Venture Capital Successes: Organizational Structure, Incentives, and Complementarities," NBER Working Papers 6725, National Bureau of Economic Research, Inc.
    17. Günter J. Hitsch, 2006. "An Empirical Model of Optimal Dynamic Product Launch and Exit Under Demand Uncertainty," Marketing Science, INFORMS, vol. 25(1), pages 25-50, 01-02.
    18. Lerner, Josh, 1995. " Venture Capitalists and the Oversight of Private Firms," Journal of Finance, American Finance Association, vol. 50(1), pages 301-18, March.
    19. Amador, Manuel & Weill, Pierre-Olivier, 2006. "Learning from Private and Public Observation of Other's Actions," MPRA Paper 109, University Library of Munich, Germany.
    20. Steven Kaplan & Antoinette Schoar, 2003. "Private Equity Performance: Returns, Persistence and Capital," NBER Working Papers 9807, National Bureau of Economic Research, Inc.
    21. 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.
    22. Gorman, Michael & Sahlman, William A., 1989. "What do venture capitalists do?," Journal of Business Venturing, Elsevier, vol. 4(4), pages 231-248, July.
    23. Dirk Bergemann & Juuso Valimaki, 2006. "Bandit Problems," Cowles Foundation Discussion Papers 1551, Cowles Foundation for Research in Economics, Yale University.
    24. Bergemann, Dirk & Hege, Ulrich, 1997. "Venture Capital Financing, Moral Hazard and Learning," CEPR Discussion Papers 1738, C.E.P.R. Discussion Papers.
    25. 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.
    26. Hirshleifer, David & Teoh, Siew Hong, 2001. "Herd Behavior and Cascading in Capital Markets: A Review and Synthesis," MPRA Paper 5186, University Library of Munich, Germany.
    27. Patrick Bolton & Christopher Harris, 1999. "Strategic Experimentation," Econometrica, Econometric Society, vol. 67(2), pages 349-374, March.
    28. Heckman, James J, 1991. "Identifying the Hand of the Past: Distinguishing State Dependence from Heterogeneity," American Economic Review, American Economic Association, vol. 81(2), pages 75-79, May.
    29. Sahlman, William A., 1990. "The structure and governance of venture-capital organizations," Journal of Financial Economics, Elsevier, vol. 27(2), pages 473-521, October.
    Full references (including those not matched with items on IDEAS)

    This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

    When requesting a correction, please mention this item's handle: RePEc:hhs:sifrwp:0053. See general information about how to correct material in RePEc.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Anki Helmer)

    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 references are entirely missing, you can add them using this form.

    If the full references list an item that is present in RePEc, but the system did not link 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 profile, as there may be some citations waiting for confirmation.

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

    This information is provided to you by IDEAS at the Research Division of the Federal Reserve Bank of St. Louis using RePEc data.