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Small Business Equity Returns: Empirical Evidence from the Business Credit Card Securitization Market

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  • MATTHIAS FLECKENSTEIN
  • FRANCIS A. LONGSTAFF

Abstract

We present a new approach for estimating small business equity returns. This approach applies the Merton (1974) credit model to the returns on entrepreneurial business credit card debt securitizations and solves for the implied equity returns for the small businesses owned by the cardholders. The estimated small business equity premium is 10.74%. The standard deviation of small business equity returns is 56.37%. We validate the methodology by applying it to investment‐grade corporate bonds and recovering a public equity premium of 6.17%.

Suggested Citation

  • Matthias Fleckenstein & Francis A. Longstaff, 2023. "Small Business Equity Returns: Empirical Evidence from the Business Credit Card Securitization Market," Journal of Finance, American Finance Association, vol. 78(1), pages 389-425, February.
  • Handle: RePEc:bla:jfinan:v:78:y:2023:i:1:p:389-425
    DOI: 10.1111/jofi.13200
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    as
    1. Katya Kartashova, 2014. "Private Equity Premium Puzzle Revisited," American Economic Review, American Economic Association, vol. 104(10), pages 3297-3334, October.
    2. Ferri, Giovanni & Li-Gang Liu & Majnoni, Giovanni, 2000. "How the proposd Basel Guidelines on rating-agency assessments would affect developing countries," Policy Research Working Paper Series 2369, The World Bank.
    3. Vasicek, Oldrich, 1977. "An equilibrium characterization of the term structure," Journal of Financial Economics, Elsevier, vol. 5(2), pages 177-188, November.
    4. Douglas W. Diamond & Zhiguo He, 2014. "A Theory of Debt Maturity: The Long and Short of Debt Overhang," Journal of Finance, American Finance Association, vol. 69(2), pages 719-762, April.
    5. Murillo Campello & Long Chen & Lu Zhang, 2008. "Expected returns, yield spreads, and asset pricing tests," Review of Financial Studies, Society for Financial Studies, vol. 21(3), pages 1297-1338, May.
    6. Herskovic, Bernard & Kelly, Bryan & Lustig, Hanno & Van Nieuwerburgh, Stijn, 2016. "The common factor in idiosyncratic volatility: Quantitative asset pricing implications," Journal of Financial Economics, Elsevier, vol. 119(2), pages 249-283.
    7. Lewellen, Jonathan & Nagel, Stefan, 2006. "The conditional CAPM does not explain asset-pricing anomalies," Journal of Financial Economics, Elsevier, vol. 82(2), pages 289-314, November.
    8. Zhiguo He & Wei Xiong, 2012. "Rollover Risk and Credit Risk," Journal of Finance, American Finance Association, vol. 67(2), pages 391-430, April.
    9. Ulf Axelson & Tim Jenkinson & Per Strömberg & Michael S. Weisbach, 2013. "Borrow Cheap, Buy High? The Determinants of Leverage and Pricing in Buyouts," Journal of Finance, American Finance Association, vol. 68(6), pages 2223-2267, December.
    10. Narasimhan Jegadeesh & Roman Kräussl & Joshua M. Pollet, 2015. "Risk and Expected Returns of Private Equity Investments: Evidence Based on Market Prices," Review of Financial Studies, Society for Financial Studies, vol. 28(12), pages 3269-3302.
    11. Pollet, Joshua M. & Wilson, Mungo, 2010. "Average correlation and stock market returns," Journal of Financial Economics, Elsevier, vol. 96(3), pages 364-380, June.
    12. John Y. Campbell & Jens Hilscher & Jan Szilagyi, 2008. "In Search of Distress Risk," Journal of Finance, American Finance Association, vol. 63(6), pages 2899-2939, December.
    13. Vasicek, Oldrich Alfonso, 1977. "Abstract: An Equilibrium Characterization of the Term Structure," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 12(4), pages 627-627, November.
    14. He, Zhiguo & Nagel, Stefan & Song, Zhaogang, 2022. "Treasury inconvenience yields during the COVID-19 crisis," Journal of Financial Economics, Elsevier, vol. 143(1), pages 57-79.
    15. Merton, Robert C, 1974. "On the Pricing of Corporate Debt: The Risk Structure of Interest Rates," Journal of Finance, American Finance Association, vol. 29(2), pages 449-470, May.
    16. repec:fip:fedgfn:2014-01-31 is not listed on IDEAS
    17. Åstebro, Thomas & Chen, Jing, 2014. "The entrepreneurial earnings puzzle: Mismeasurement or real?," Journal of Business Venturing, Elsevier, vol. 29(1), pages 88-105.
    18. Erik Hurst & Geng Li & Benjamin Pugsley, 2014. "Are Household Surveys Like Tax Forms? Evidence from Income Underreporting of the Self-Employed," The Review of Economics and Statistics, MIT Press, vol. 96(1), pages 19-33, March.
    19. Matthias Fleckenstein & Francis A Longstaff, 2022. "The Market Risk Premium for Unsecured Consumer Credit Risk," Review of Financial Studies, Society for Financial Studies, vol. 35(10), pages 4756-4801.
    20. Joshua D. Coval & Jakub W. Jurek & Erik Stafford, 2009. "Economic Catastrophe Bonds," American Economic Review, American Economic Association, vol. 99(3), pages 628-666, June.
    21. Long Chen & Pierre Collin-Dufresne & Robert S. Goldstein, 2009. "On the Relation Between the Credit Spread Puzzle and the Equity Premium Puzzle," Review of Financial Studies, Society for Financial Studies, vol. 22(9), pages 3367-3409, September.
    22. Tobias J. Moskowitz & Annette Vissing-Jørgensen, 2002. "The Returns to Entrepreneurial Investment: A Private Equity Premium Puzzle?," American Economic Review, American Economic Association, vol. 92(4), pages 745-778, September.
    23. Nadauld, Taylor D. & Sensoy, Berk A. & Vorkink, Keith & Weisbach, Michael S., 2019. "The liquidity cost of private equity investments: Evidence from secondary market transactions," Journal of Financial Economics, Elsevier, vol. 132(3), pages 158-181.
    24. John Y. Campbell & Glen B. Taksler, 2003. "Equity Volatility and Corporate Bond Yields," Journal of Finance, American Finance Association, vol. 58(6), pages 2321-2350, December.
    25. Sudheer Chava & Amiyatosh Purnanandam, 2010. "Is Default Risk Negatively Related to Stock Returns?," Review of Financial Studies, Society for Financial Studies, vol. 23(6), pages 2523-2559, June.
    26. Boyer, Brian & Nadauld, Taylor D. & Vorkink, Keith P. & Weisbach, Michael S., 2018. "Private Equity Indices Based on Secondary Market Transactions," Working Paper Series 2018-21, Ohio State University, Charles A. Dice Center for Research in Financial Economics.
    27. Stefan Nagel & Amiyatosh Purnanandam & Itay Goldstein, 2020. "Banks’ Risk Dynamics and Distance to Default [Robust comparative statics in large dynamic economies]," The Review of Financial Studies, Society for Financial Studies, vol. 33(6), pages 2421-2467.
    28. Robert C. Merton, 2005. "Theory of rational option pricing," World Scientific Book Chapters, in: Sudipto Bhattacharya & George M Constantinides (ed.), Theory Of Valuation, chapter 8, pages 229-288, World Scientific Publishing Co. Pte. Ltd..
    29. 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.
    30. Fama, Eugene F. & French, Kenneth R., 1997. "Industry costs of equity," Journal of Financial Economics, Elsevier, vol. 43(2), pages 153-193, February.
    31. Maria Vassalou & Yuhang Xing, 2004. "Default Risk in Equity Returns," Journal of Finance, American Finance Association, vol. 59(2), pages 831-868, April.
    32. Lindsay Tedds, 2010. "Estimating the income reporting function for the self-employed," Empirical Economics, Springer, vol. 38(3), pages 669-687, June.
    33. Rabinovitch, Ramon, 1989. "Pricing Stock and Bond Options when the Default-Free Rate is Stochastic," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 24(4), pages 447-457, December.
    34. Arthur Korteweg, 2019. "Risk Adjustment in Private Equity Returns," Annual Review of Financial Economics, Annual Reviews, vol. 11(1), pages 131-152, December.
    35. Schaefer, Stephen M. & Strebulaev, Ilya A., 2008. "Structural models of credit risk are useful: Evidence from hedge ratios on corporate bonds," Journal of Financial Economics, Elsevier, vol. 90(1), pages 1-19, October.
    36. Arpit Gupta & Stijn Van Nieuwerburgh, 2021. "Valuing Private Equity Investments Strip by Strip," Journal of Finance, American Finance Association, vol. 76(6), pages 3255-3307, December.
    37. He, Zhiguo & Kelly, Bryan & Manela, Asaf, 2017. "Intermediary asset pricing: New evidence from many asset classes," Journal of Financial Economics, Elsevier, vol. 126(1), pages 1-35.
    38. Sean D. Campbell & Jay Im & Canlin Li, 2014. "Measuring Agency MBS Market Liquidity with Transaction Data," FEDS Notes 2014-01-31-1, Board of Governors of the Federal Reserve System (U.S.).
    39. Alicia M. Robb & David T. Robinson, 2014. "The Capital Structure Decisions of New Firms," The Review of Financial Studies, Society for Financial Studies, vol. 27(1), pages 153-179, January.
    40. Sreedhar T. Bharath & Tyler Shumway, 2008. "Forecasting Default with the Merton Distance to Default Model," Review of Financial Studies, Society for Financial Studies, vol. 21(3), pages 1339-1369, May.
    41. Amy K. Edwards & Lawrence E. Harris & Michael S. Piwowar, 2007. "Corporate Bond Market Transaction Costs and Transparency," Journal of Finance, American Finance Association, vol. 62(3), pages 1421-1451, June.
    42. Matthias Fleckenstein & Francis A Longstaff & Stijn Van Nieuwerburgh, 2020. "Renting Balance Sheet Space: Intermediary Balance Sheet Rental Costs and the Valuation of Derivatives [Measuring systemic risk]," Review of Financial Studies, Society for Financial Studies, vol. 33(11), pages 5051-5091.
    43. Galina Vereshchagina & Hugo A. Hopenhayn, 2009. "Risk Taking by Entrepreneurs," American Economic Review, American Economic Association, vol. 99(5), pages 1808-1830, December.
    44. John Heaton & Deborah Lucas, 2000. "Portfolio Choice and Asset Prices: The Importance of Entrepreneurial Risk," Journal of Finance, American Finance Association, vol. 55(3), pages 1163-1198, June.
    45. Raheel Safdar & Chen Yan, 2017. "Information risk, stock returns, and asset pricing: Evidence from China," Accounting Research Journal, Emerald Group Publishing Limited, vol. 30(4), pages 379-394, November.
    46. Carolin Pflueger & Emil Siriwardane & Adi Sunderam, 2020. "Financial Market Risk Perceptions and the Macroeconomy," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(3), pages 1443-1491.
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