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Fundamental analysis of banks: the use of financial statement information to screen winners from losers

Author

Listed:
  • Partha Mohanram

    (University of Toronto)

  • Sasan Saiy

    (University of Waterloo)

  • Dushyantkumar Vyas

    (University of Toronto
    University of Toronto)

Abstract

This study investigates the efficacy of a fundamental analysis-based approach to screen U.S. bank stocks. We construct an index (BSCORE) based on fourteen bank–specific valuation signals. We document a positive association between BSCORE and future profitability changes, as well as current and one-year-ahead stock returns, implying that BSCORE captures forward looking information that the markets are yet to impound. A hedge strategy based on BSCORE yields positive hedge returns for all but two years during our 1994–2014 sample period. Results are robust to partitions of size, analyst following, and exchange listing, and persist after adjusting for risk factors. We further document a positive relation between BSCORE and future analyst forecast surprises as well as earnings announcement period returns, and a negative relation between BSCORE and future performance-based delistings. Overall, our results show that a fundamental analysis-based approach can provide useful insights for analyzing banks.

Suggested Citation

  • Partha Mohanram & Sasan Saiy & Dushyantkumar Vyas, 2018. "Fundamental analysis of banks: the use of financial statement information to screen winners from losers," Review of Accounting Studies, Springer, vol. 23(1), pages 200-233, March.
    • Handle: RePEc:spr:reaccs:v:23:y:2018:i:1:d:10.1007_s11142-017-9430-2
    DOI: 10.1007/s11142-017-9430-2
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    as
    1. Huizinga, Harry & Laeven, Luc, 2012. "Bank valuation and accounting discretion during a financial crisis," Journal of Financial Economics, Elsevier, vol. 106(3), pages 614-634.
    2. Easton, Pd & Harris, Ts, 1991. "Earnings As An Explanatory Variable For Returns," Journal of Accounting Research, Wiley Blackwell, vol. 29(1), pages 19-36.
    3. Bernard, Victor L. & Thomas, Jacob K., 1990. "Evidence that stock prices do not fully reflect the implications of current earnings for future earnings," Journal of Accounting and Economics, Elsevier, vol. 13(4), pages 305-340, December.
    4. Grossman, Sanford J & Stiglitz, Joseph E, 1980. "On the Impossibility of Informationally Efficient Markets," American Economic Review, American Economic Association, vol. 70(3), pages 393-408, June.
    5. Doukas, John A. & Kim, Chansog (Francis) & Pantzalis, Christos, 2010. "Arbitrage Risk and Stock Mispricing," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(4), pages 907-934, August.
    6. Bernard, Vl & Thomas, Jk, 1989. "Post-Earnings-Announcement Drift - Delayed Price Response Or Risk Premium," Journal of Accounting Research, Wiley Blackwell, vol. 27, pages 1-36.
    7. Dushyantkumar Vyas, 2011. "The Timeliness of Accounting Write‐Downs by U.S. Financial Institutions During the Financial Crisis of 2007–2008," Journal of Accounting Research, Wiley Blackwell, vol. 49(3), pages 823-860, June.
    8. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    9. Baruch Lev & Doron Nissim, 2006. "The Persistence of the Accruals Anomaly," Contemporary Accounting Research, John Wiley & Sons, vol. 23(1), pages 193-226, March.
    10. Lev, B & Thiagarajan, Sr, 1993. "Fundamental Information Analysis," Journal of Accounting Research, Wiley Blackwell, vol. 31(2), pages 190-215.
    11. Calomiris, Charles W. & Nissim, Doron, 2014. "Crisis-related shifts in the market valuation of banking activities," Journal of Financial Intermediation, Elsevier, vol. 23(3), pages 400-435.
    12. Jonathan R. Macey & Maureen O'Hara, 2003. "The corporate governance of banks," Economic Policy Review, Federal Reserve Bank of New York, vol. 9(Apr), pages 91-107.
    13. Beneish, M.D. & Lee, C.M.C. & Nichols, D.C., 2015. "In short supply: Short-sellers and stock returns," Journal of Accounting and Economics, Elsevier, vol. 60(2), pages 33-57.
    14. Ou, Ja & Penman, Sh, 1989. "Accounting Measurement, Price Earnings Ratio, And The Information-Content Of Security Prices," Journal of Accounting Research, Wiley Blackwell, vol. 27, pages 111-144.
    15. Beatty, Anne & Liao, Scott, 2011. "Do delays in expected loss recognition affect banks' willingness to lend?," Journal of Accounting and Economics, Elsevier, vol. 52(1), pages 1-20, June.
    16. Anat R. Admati, 2014. "The Compelling Case for Stronger and More Effective Leverage Regulation in Banking," The Journal of Legal Studies, University of Chicago Press, vol. 43(S2), pages 35-61.
    17. Piotroski, JD, 2000. "Value investing: The use of historical financial statement information to separate winners from losers," Journal of Accounting Research, Wiley Blackwell, vol. 38, pages 1-41.
    18. Fama, Eugene F. & French, Kenneth R., 2015. "A five-factor asset pricing model," Journal of Financial Economics, Elsevier, vol. 116(1), pages 1-22.
    19. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    20. Renee B. Adams & Hamid Mehran, 2003. "Is corporate governance different for bank holding companies?," Economic Policy Review, Federal Reserve Bank of New York, vol. 9(Apr), pages 123-142.
    21. Mashruwala, Christina & Rajgopal, Shivaram & Shevlin, Terry, 2006. "Why is the accrual anomaly not arbitraged away? The role of idiosyncratic risk and transaction costs," Journal of Accounting and Economics, Elsevier, vol. 42(1-2), pages 3-33, October.
    22. Charles W. Calomiris & Doron Nissim, 2007. "Activity-Based Valuation of Bank Holding Companies," NBER Working Papers 12918, National Bureau of Economic Research, Inc.
    23. Partha S. Mohanram, 2014. "Analysts' Cash Flow Forecasts and the Decline of the Accruals Anomaly," Contemporary Accounting Research, John Wiley & Sons, vol. 31(4), pages 1143-1170, December.
    24. Abarbanell, JS & Bushee, BJ, 1997. "Fundamental analysis, future earnings, and stock prices," Journal of Accounting Research, Wiley Blackwell, vol. 35(1), pages 1-24.
    25. Fama, Eugene F & MacBeth, James D, 1973. "Risk, Return, and Equilibrium: Empirical Tests," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 607-636, May-June.
    26. Shumway, Tyler, 1997. "The Delisting Bias in CRSP Data," Journal of Finance, American Finance Association, vol. 52(1), pages 327-340, March.
    27. Anat R. Admati & Peter M. DeMarzo & Martin F. Hellwig & Paul Pfleiderer, 2013. "Fallacies, Irrelevant Facts, and Myths in the Discussion of Capital Regulation: Why Bank Equity is Not Socially Expensive," Discussion Paper Series of the Max Planck Institute for Research on Collective Goods 2013_23, Max Planck Institute for Research on Collective Goods.
    28. Donald P. Morgan, 2002. "Rating Banks: Risk and Uncertainty in an Opaque Industry," American Economic Review, American Economic Association, vol. 92(4), pages 874-888, September.
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