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The Relevance of Financial versus Non-Financial Information for the Valuation of Venture Capital-Backed Firms

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  • Soenke Sievers
  • Christopher F. Mokwa
  • Georg Keienburg

Abstract

This study examines the relevance of financial and non-financial information for the valuation of venture capital (VC) investments. Based on a hand-collected data set on venture-backed start-ups in Germany, we investigate the internal due diligence documents of over 200 investment rounds. We document that balance sheet and income statement items capture as much economic content as verifiable non-financial information (e.g. team experience or the number of patents) while controlling for several deal characteristics (e.g. industry, investment round, or yearly VC fund inflows). In addition, we show that valuations based on accounting and non-accounting information yield a level of valuation accuracy that is comparable to that of publicly traded firms. Further analyses show that the industry-specific total asset multiples outperform the popular revenue multiples but lead to significantly less accurate results than those obtained from the more comprehensive valuation models. Overall, our findings might inform researchers and standard-setters of the usefulness of accounting information for investment companies and provide additional evidence to gauge the overall valuation accuracy in VC settings.

Suggested Citation

  • Soenke Sievers & Christopher F. Mokwa & Georg Keienburg, 2012. "The Relevance of Financial versus Non-Financial Information for the Valuation of Venture Capital-Backed Firms," European Accounting Review, Taylor & Francis Journals, vol. 22(3), pages 467-511, September.
  • Handle: RePEc:taf:euract:v:22:y:2012:i:3:p:467-511
    DOI: 10.1080/09638180.2012.741051
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    1. Christof Beuselinck & Marc Deloof & Sophie Manigart, 2008. "Private Equity Investments and Disclosure Policy," European Accounting Review, Taylor & Francis Journals, vol. 17(4), pages 607-639.
    2. Ittner, CD & Larcker, DF, 1998. "Are nonfinancial measures leading indicators of financial performance? An analysis of customer satisfaction," Journal of Accounting Research, Wiley Blackwell, vol. 36, pages 1-35.
    3. Amir, Eli & Lev, Baruch, 1996. "Value-relevance of nonfinancial information: The wireless communications industry," Journal of Accounting and Economics, Elsevier, vol. 22(1-3), pages 3-30, October.
    4. Lucie Courteau & Jennifer L. Kao & Gordon D. Richardson, 2001. "Equity Valuation Employing the Ideal versus Ad Hoc Terminal Value Expressions," Contemporary Accounting Research, John Wiley & Sons, vol. 18(4), pages 625-661, December.
    5. Carsten Bienz & Julia Hirsch, 2011. "The Dynamics of Venture Capital Contracts," Review of Finance, European Finance Association, vol. 16(1), pages 157-195.
    6. James A. Brander & Raphael Amit & Werner Antweiler, 2002. "Venture‐Capital Syndication: Improved Venture Selection vs. The Value‐Added Hypothesis," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 11(3), pages 423-452, September.
    7. Antonio Davila & George Foster & Daniel Oyon, 2009. "Accounting and Control, Entrepreneurship and Innovation: Venturing into New Research Opportunities," European Accounting Review, Taylor & Francis Journals, vol. 18(2), pages 281-311.
    8. Sanjeev Bhojraj & Charles M. C. Lee, 2002. "Who Is My Peer? A Valuation‐Based Approach to the Selection of Comparable Firms," Journal of Accounting Research, Wiley Blackwell, vol. 40(2), pages 407-439, May.
    9. James A. Ohlson, 2001. "Earnings, Book Values, and Dividends in Equity Valuation: An Empirical Perspective," Contemporary Accounting Research, John Wiley & Sons, vol. 18(1), pages 107-120, March.
    10. Stephen H. Penman & Theodore Sougiannis, 1998. "A Comparison of Dividend, Cash Flow, and Earnings Approaches to Equity Valuation," Contemporary Accounting Research, John Wiley & Sons, vol. 15(3), pages 343-383, September.
    11. Steven N. Kaplan & Per Strömberg, 2003. "Financial Contracting Theory Meets the Real World: An Empirical Analysis of Venture Capital Contracts," Review of Economic Studies, Oxford University Press, vol. 70(2), pages 281-315.
    12. Steven N. Kaplan & Berk A. Sensoy & Per Strömberg, 2009. "Should Investors Bet on the Jockey or the Horse? Evidence from the Evolution of Firms from Early Business Plans to Public Companies," Journal of Finance, American Finance Association, vol. 64(1), pages 75-115, February.
    13. Keating, Elizabeth K. & Lys, Thomas Z. & Magee, Robert P., 2003. "Internet downturn: finding valuation factors in Spring 2000," Journal of Accounting and Economics, Elsevier, vol. 34(1-3), pages 189-236, January.
    14. Macmillan, Ian C. & Siegel, Robin & Narasimha, P. N. Subba, 1985. "Criteria used by venture capitalists to evaluate new venture proposals," Journal of Business Venturing, Elsevier, vol. 1(1), pages 119-128.
    15. Alford, Aw, 1992. "The Effect Of The Set Of Comparable Firms On The Accuracy Of The Price Earnings Valuation Method," Journal of Accounting Research, Wiley Blackwell, vol. 30(1), pages 94-108.
    16. Muzyka, Dan & Birley, Sue & Leleux, Benoit, 1996. "Trade-offs in the investment decisons of European venture capitalists," Journal of Business Venturing, Elsevier, vol. 11(4), pages 273-287, July.
    17. Kaplan, Steven N & Ruback, Richard S, 1995. "The Valuation of Cash Flow Forecasts: An Empirical Analysis," Journal of Finance, American Finance Association, vol. 50(4), pages 1059-1093, September.
    18. Inderst, Roman & Muller, Holger M., 2004. "The effect of capital market characteristics on the value of start-up firms," Journal of Financial Economics, Elsevier, vol. 72(2), pages 319-356, May.
    19. Beckman, Christine M. & Burton, M. Diane & O'Reilly, Charles, 2007. "Early teams: The impact of team demography on VC financing and going public," Journal of Business Venturing, Elsevier, vol. 22(2), pages 147-173, March.
    20. Lev, Baruch & Sougiannis, Theodore, 1996. "The capitalization, amortization, and value-relevance of R&D," Journal of Accounting and Economics, Elsevier, vol. 21(1), pages 107-138, February.
    21. Su, Han Chan & Kensinger, John W. & Keown, Arthur J. & Martin, John D., 1997. "Do strategic alliances create value?," Journal of Financial Economics, Elsevier, vol. 46(2), pages 199-221, November.
    22. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    23. Steven N. Kaplan & Per Strömberg, 2004. "Characteristics, Contracts, and Actions: Evidence from Venture Capitalist Analyses," Journal of Finance, American Finance Association, vol. 59(5), pages 2177-2210, October.
    24. Mata, Jose & Portugal, Pedro, 1994. "Life Duration of New Firms," Journal of Industrial Economics, Wiley Blackwell, vol. 42(3), pages 227-245, September.
    25. Raj V. Mahto & Peter S. Davis & John A. Pearce II & Richard B. Robinson Jr., 2010. "Satisfaction with Firm Performance in Family Businesses," Entrepreneurship Theory and Practice, , vol. 34(5), pages 985-1002, September.
    26. Brinckmann, Jan & Grichnik, Dietmar & Kapsa, Diana, 2010. "Should entrepreneurs plan or just storm the castle? A meta-analysis on contextual factors impacting the business planning-performance relationship in small firms," Journal of Business Venturing, Elsevier, vol. 25(1), pages 24-40, January.
    27. 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.
    28. Roure, Juan B. & Keeley, Robert H., 1990. "Predictors of success in new technology based ventures," Journal of Business Venturing, Elsevier, vol. 5(4), pages 201-220, July.
    29. Vuong, Quang H, 1989. "Likelihood Ratio Tests for Model Selection and Non-nested Hypotheses," Econometrica, Econometric Society, vol. 57(2), pages 307-333, March.
    30. Hsu, David H., 2007. "Experienced entrepreneurial founders, organizational capital, and venture capital funding," Research Policy, Elsevier, vol. 36(5), pages 722-741, June.
    31. 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.
    32. Karl A. Muller, III & Edward J. Riedl & Thorsten Sellhorn, 2011. "Mandatory Fair Value Accounting and Information Asymmetry: Evidence from the European Real Estate Industry," Management Science, INFORMS, vol. 57(6), pages 1138-1153, June.
    33. Nancy Huyhebaert & Ann Gaeremynck & Filip Roodhooft & Linda M.. Van de Gucht, 2000. "New Firm Survival: The Effects of Start-up Characteristics," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 27(5&6), pages 627-651.
    34. Robert H. Keeley & Juan B. Roure, 1990. "Management, Strategy, and Industry Structure As Influences on the Success of New Firms: A Structural Model," Management Science, INFORMS, vol. 36(10), pages 1256-1267, October.
    35. Merton H. Miller & Franco Modigliani, 1961. "Dividend Policy, Growth, and the Valuation of Shares," The Journal of Business, University of Chicago Press, vol. 34, pages 411-411.
    36. Shivaram Rajgopal & Mohan Venkatachalam & Suresh Kotha, 2003. "The Value Relevance of Network Advantages: The Case of E–Commerce Firms," Journal of Accounting Research, Wiley Blackwell, vol. 41(1), pages 135-162, March.
    37. 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.
    38. Gompers, Paul & Lerner, Josh, 1999. "An analysis of compensation in the U.S. venture capital partnership," Journal of Financial Economics, Elsevier, vol. 51(1), pages 3-44, January.
    39. Nelson, Karen K. & Barth, Mary E. & Cram, Donald, 2001. "Accruals and the Prediction of Future Cash Flows," Research Papers 1594r, Stanford University, Graduate School of Business.
    40. Andrew C. Corbett, 2005. "Experiential Learning within the Process of Opportunity Identification and Exploitation," Entrepreneurship Theory and Practice, , vol. 29(4), pages 473-491, July.
    41. Joshua Lerner, 1994. "The Importance of Patent Scope: An Empirical Analysis," RAND Journal of Economics, The RAND Corporation, vol. 25(2), pages 319-333, Summer.
    42. Penman, SH, 1996. "The articulation of price-earnings ratios and market-to-book ratios and the evaluation of growth," Journal of Accounting Research, Wiley Blackwell, vol. 34(2), pages 235-259.
    43. Dean A. Shepherd, 1999. "Venture Capitalists' Assessment of New Venture Survival," Management Science, INFORMS, vol. 45(5), pages 621-632, May.
    44. Joachim Gassen & Kristina Schwedler, 2010. "The Decision Usefulness of Financial Accounting Measurement Concepts: Evidence from an Online Survey of Professional Investors and their Advisors," European Accounting Review, Taylor & Francis Journals, vol. 19(3), pages 495-509.
    45. Jing Liu & Doron Nissim & Jacob Thomas, 2002. "Equity Valuation Using Multiples," Journal of Accounting Research, Wiley Blackwell, vol. 40(1), pages 135-172, March.
    46. Cooper, Arnold C. & Gimeno-Gascon, F. Javier & Woo, Carolyn Y., 1994. "Initial human and financial capital as predictors of new venture performance," Journal of Business Venturing, Elsevier, vol. 9(5), pages 371-395, September.
    47. Trueman, B & Wong, MHF & Zhang, XJ, 2000. "The eyeballs have it: Searching for the value in internet stocks," Journal of Accounting Research, Wiley Blackwell, vol. 38, pages 137-162.
    48. Shevlin, Terry, 1996. "The value-relevance of nonfinancial information: A discussion," Journal of Accounting and Economics, Elsevier, vol. 22(1-3), pages 31-42, October.
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