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Information content of analyst recommendations in the banking industry

Author

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  • Premti, Arjan
  • Garcia-Feijoo, Luis
  • Madura, Jeff

Abstract

We investigate whether analyst recommendations about banks become more valuable in periods when the information environment for banks is more uncertain. The degree of uncertainty in the information environment for banks is time-varying because of time-varying changes in information asymmetry for banks and in bank regulations. Based on a sample of 23,632 analyst recommendations of 1106 banks, we find that analyst recommendations are more informative for banks that are riskier and subject to a higher degree of information asymmetry. Furthermore, regulations that reduce the information asymmetry (Sarbanes-Oxley Act) or the risk (Dodd-Frank Act) of the banking industry also reduce the information content of analyst recommendations, while regulations that increase the risk of the banking industry (Gramm-Leach-Bliley Act) increase the information content of analyst recommendations. Our results suggest the role of an analyst is more valuable when the information environment is more uncertain.

Suggested Citation

  • Premti, Arjan & Garcia-Feijoo, Luis & Madura, Jeff, 2017. "Information content of analyst recommendations in the banking industry," International Review of Financial Analysis, Elsevier, vol. 49(C), pages 35-47.
  • Handle: RePEc:eee:finana:v:49:y:2017:i:c:p:35-47
    DOI: 10.1016/j.irfa.2016.11.005
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    as
    1. Allen N. Berger & Christa H. S. Bouwman, 2009. "Bank Liquidity Creation," The Review of Financial Studies, Society for Financial Studies, vol. 22(9), pages 3779-3837, September.
    2. Delbert Goff & Heather Hulburt & Terrill Keasler & Joe Walsh, 2008. "Isolating the Information Content of Equity Analysts' Recommendation Changes, Post Reg FD," The Financial Review, Eastern Finance Association, vol. 43(2), pages 303-321, May.
    3. Akhigbe, Aigbe & McNulty, James E. & Stevenson, Bradley A., 2013. "How does transparency affect bank financial performance?," International Review of Financial Analysis, Elsevier, vol. 29(C), pages 24-30.
    4. John A. Doukas & Chansog (Francis) Kim & Christos Pantzalis, 2005. "The Two Faces of Analyst Coverage," Financial Management, Financial Management Association, vol. 34(2), Summer.
    5. Christina E. Bannier & Patrick Behr & Andre Güttler, 2010. "Rating opaque borrowers: why are unsolicited ratings lower?," Review of Finance, European Finance Association, vol. 14(2), pages 263-294.
    6. Frédéric Sonney, 2009. "Financial Analysts' Performance: Sector Versus Country Specialization," The Review of Financial Studies, Society for Financial Studies, vol. 22(5), pages 2087-2131, May.
    7. Warren Bailey & Haitao Li & Connie X. Mao & Rui Zhong, 2003. "Regulation Fair Disclosure and Earnings Information: Market, Analyst, and Corporate Responses," Journal of Finance, American Finance Association, vol. 58(6), pages 2487-2514, December.
    8. Nejadmalayeri, Ali & Nishikawa, Takeshi & Rao, Ramesh P., 2013. "Sarbanes-Oxley Act and corporate credit spreads," Journal of Banking & Finance, Elsevier, vol. 37(8), pages 2991-3006.
    9. Hirtle, Beverly, 2006. "Stock Market Reaction to Financial Statement Certification by Bank Holding Company CEOs," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 38(5), pages 1263-1291, August.
    10. Mikhail, Michael B. & Walther, Beverly R. & Willis, Richard H., 2004. "Do security analysts exhibit persistent differences in stock picking ability?," Journal of Financial Economics, Elsevier, vol. 74(1), pages 67-91, October.
    11. Womack, Kent L, 1996. "Do Brokerage Analysts' Recommendations Have Investment Value?," Journal of Finance, American Finance Association, vol. 51(1), pages 137-167, March.
    12. Roger K. Loh & René M. Stulz, 2011. "When Are Analyst Recommendation Changes Influential?," The Review of Financial Studies, Society for Financial Studies, vol. 24(2), pages 593-627.
    13. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    14. Douglas W. Diamond & Raghuram G. Rajan, 2000. "A Theory of Bank Capital," Journal of Finance, American Finance Association, vol. 55(6), pages 2431-2465, December.
    15. Moshirian, Fariborz & Ng, David & Wu, Eliza, 2009. "The value of stock analysts' recommendations: Evidence from emerging markets," International Review of Financial Analysis, Elsevier, vol. 18(1-2), pages 74-83, March.
    16. Li Xu & Alex Tang, 2012. "Internal control material weakness, analysts’ accuracy and bias, and brokerage reputation," Review of Quantitative Finance and Accounting, Springer, vol. 39(1), pages 27-53, July.
    17. Boni, Leslie & Womack, Kent L., 2006. "Analysts, Industries, and Price Momentum," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 41(1), pages 85-109, March.
    18. Cornett, Marcia Millon & Fayman, Alex & Marcus, Alan J. & Tehranian, Hassan, 2011. "Dividends, maturity, and acquisitions: Evidence from a sample of bank IPOs," Review of Financial Economics, Elsevier, vol. 20(1), pages 11-21, January.
    19. Ohad Kadan & Leonardo Madureira & Rong Wang & Tzachi Zach, 2009. "Conflicts of Interest and Stock Recommendations: The Effects of the Global Settlement and Related Regulations," The Review of Financial Studies, Society for Financial Studies, vol. 22(10), pages 4189-4217, October.
    20. Jones, Jeffrey S. & Lee, Wayne Y. & Yeager, Timothy J., 2012. "Opaque banks, price discovery, and financial instability," Journal of Financial Intermediation, Elsevier, vol. 21(3), pages 383-408.
    21. Brad M. Barber & Reuven Lehavy & Brett Trueman, 2010. "Ratings Changes, Ratings Levels, and the Predictive Value of Analysts’ Recommendations," Financial Management, Financial Management Association International, vol. 39(2), pages 533-553, June.
    22. Victoria Geyfman & Timothy J. Yeager, 2009. "On the Riskiness of Universal Banking: Evidence from Banks in the Investment Banking Business Pre- and Post-GLBA," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 41(8), pages 1649-1669, December.
    23. Flannery, Mark J. & Kwan, Simon H. & Nimalendran, Mahendrarajah, 2013. "The 2007–2009 financial crisis and bank opaqueness," Journal of Financial Intermediation, Elsevier, vol. 22(1), pages 55-84.
    24. Givoly, Dan & Lakonishok, Josef, 1979. "The information content of financial analysts' forecasts of earnings: Some evidence on semi-strong inefficiency," Journal of Accounting and Economics, Elsevier, vol. 1(3), pages 165-185, December.
    25. Calomiris, Charles W., 1999. "Gauging the efficiency of bank consolidation during a merger wave," Journal of Banking & Finance, Elsevier, vol. 23(2-4), pages 615-621, February.
    26. Thabang Mokoaleli‐Mokoteli & Richard J. Taffler & Vineet Agarwal, 2009. "Behavioural Bias and Conflicts of Interest in Analyst Stock Recommendations," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 36(3‐4), pages 384-418, April.
    27. Volkan Muslu & Yanfeng Xue, 2013. "Analysts’ Momentum Recommendations," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 40(3-4), pages 438-469, April.
    28. repec:bla:jfinan:v:59:y:2004:i:3:p:1083-1124 is not listed on IDEAS
    29. Yung-Ho Chang & Chia-Chung Chan, 2008. "Financial analysts' stock recommendation revisions and stock price changes," Applied Financial Economics, Taylor & Francis Journals, vol. 18(4), pages 309-325.
    30. Jiraporn, Pornsit & Chintrakarn, Pandej & Kim, Young S., 2012. "Analyst following, staggered boards, and managerial entrenchment," Journal of Banking & Finance, Elsevier, vol. 36(11), pages 3091-3100.
    31. Francis, J & Soffer, L, 1997. "The relative informativeness of analysts' stock recommendations and earnings forecast revisions," Journal of Accounting Research, Wiley Blackwell, vol. 35(2), pages 193-211.
    32. Astrid A. Dick, 2006. "Nationwide Branching and Its Impact on Market Structure, Quality, and Bank Performance," The Journal of Business, University of Chicago Press, vol. 79(2), pages 567-592, March.
    33. Scott Findlay & Prem G. Mathew, 2006. "An Examination of the Differential Impact of Regulation FD on Analysts' Forecast Accuracy," The Financial Review, Eastern Finance Association, vol. 41(1), pages 9-31, February.
    34. George S. Oldfield & Anthony M. Santomero, 1997. "The Place of Risk Management in Financial Institutions," Center for Financial Institutions Working Papers 95-05, Wharton School Center for Financial Institutions, University of Pennsylvania.
    35. Ranjan D'Mello & Stephen Ferris, 2000. "The Information Effects of Analyst Activity as the Announcement of New Equity Issues," Financial Management, Financial Management Association, vol. 29(1), Spring.
    36. Bradley, Daniel & Clarke, Jonathan & Cooney, John, 2012. "The impact of reputation on analysts’ conflicts of interest: Hot versus cold markets," Journal of Banking & Finance, Elsevier, vol. 36(8), pages 2190-2202.
    37. De Nicolo, Gianni & Kwast, Myron L., 2002. "Systemic risk and financial consolidation: Are they related?," Journal of Banking & Finance, Elsevier, vol. 26(5), pages 861-880, May.
    38. Chung, Kee H. & Jo, Hoje, 1996. "The Impact of Security Analysts' Monitoring and Marketing Functions on the Market Value of Firms," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 31(4), pages 493-512, December.
    39. Kee, H. Chung & McInish, Thomas H. & Wood, Robert A. & Wyhowski, Donald J., 1995. "Production of information, information asymmetry, and the bid-ask spread: Empirical evidence from analysts' forecasts," Journal of Banking & Finance, Elsevier, vol. 19(6), pages 1025-1046, September.
    40. Brennan, Michael J. & Subrahmanyam, Avanidhar, 1995. "Investment analysis and price formation in securities markets," Journal of Financial Economics, Elsevier, vol. 38(3), pages 361-381, July.
    41. Christine X. Jiang & Jang‐Chul Kim, 2005. "Trading Costs Of Non‐U.S. Stocks On The New York Stock Exchange: The Effect Of Institutional Ownership, Analyst Following, And Market Regulation," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 28(3), pages 439-459, September.
    42. Lys, Thomas & Sohn, Sungkyu, 1990. "The association between revisions of financial analysts' earnings forecasts and security-price changes," Journal of Accounting and Economics, Elsevier, vol. 13(4), pages 341-363, December.
    43. Christopher J. Malloy, 2005. "The Geography of Equity Analysis," Journal of Finance, American Finance Association, vol. 60(2), pages 719-755, April.
    44. McConnell, John J. & Servaes, Henri, 1990. "Additional evidence on equity ownership and corporate value," Journal of Financial Economics, Elsevier, vol. 27(2), pages 595-612, October.
    45. DeYoung, Robert & Roland, Karin P., 2001. "Product Mix and Earnings Volatility at Commercial Banks: Evidence from a Degree of Total Leverage Model," Journal of Financial Intermediation, Elsevier, vol. 10(1), pages 54-84, January.
    46. Bae, Kee-Hong & Stulz, René M. & Tan, Hongping, 2008. "Do local analysts know more? A cross-country study of the performance of local analysts and foreign analysts," Journal of Financial Economics, Elsevier, vol. 88(3), pages 581-606, June.
    47. Gintschel, Andreas & Markov, Stanimir, 2004. "The effectiveness of Regulation FD," Journal of Accounting and Economics, Elsevier, vol. 37(3), pages 293-314, September.
    48. Mr. Gianni De Nicolo & Mr. Myron L. Kwast, 2002. "Systemic Risk and Financial Consolidation: Are they Related?," IMF Working Papers 2002/055, International Monetary Fund.
    49. Akhigbe, Aigbe & Whyte, Ann Marie, 2003. "Changes in market assessments of bank risk following the Riegle-Neal Act of 1994," Journal of Banking & Finance, Elsevier, vol. 27(1), pages 87-102, January.
    50. Seung-Woog Kwag & Kenneth Small, 2007. "The impact of regulation fair disclosure on earnings management and analyst forecast bias," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 31(1), pages 87-98, March.
    51. Giuliano Iannotta, 2006. "Testing for Opaqueness in the European Banking Industry: Evidence from Bond Credit Ratings," Journal of Financial Services Research, Springer;Western Finance Association, vol. 30(3), pages 287-309, December.
    52. Akhigbe, Aigbe & Martin, Anna D., 2006. "Valuation impact of Sarbanes-Oxley: Evidence from disclosure and governance within the financial services industry," Journal of Banking & Finance, Elsevier, vol. 30(3), pages 989-1006, March.
    53. Richard Cebula, 2010. "Bank Failures in Light of the Gramm-Leach-Bliley Act," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 38(4), pages 455-456, December.
    54. Sorescu, Sorin & Subrahmanyam, Avanidhar, 2006. "The Cross Section of Analyst Recommendations," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 41(1), pages 139-168, March.
    55. Samu Peura & Jussi Keppo, 2006. "Optimal Bank Capital with Costly Recapitalization," The Journal of Business, University of Chicago Press, vol. 79(4), pages 2163-2202, July.
    56. Polonchek, John & Slovin, Myron B. & Sushka, Marie E., 1989. "Valuation effects of commercial bank securities offerings : A test of the information hypothesis," Journal of Banking & Finance, Elsevier, vol. 13(3), pages 443-461, July.
    57. Jones, Jeffrey S. & Lee, Wayne Y. & Yeager, Timothy J., 2013. "Valuation and systemic risk consequences of bank opacity," Journal of Banking & Finance, Elsevier, vol. 37(3), pages 693-706.
    58. Mark H. Lang & Karl V. Lins & Darius P. Miller, 2004. "Concentrated Control, Analyst Following, and Valuation: Do Analysts Matter Most When Investors Are Protected Least?," Journal of Accounting Research, Wiley Blackwell, vol. 42(3), pages 589-623, June.
    59. Donald P. Morgan & Stavros Peristiani & Vanessa Savino, 2014. "The Information Value of the Stress Test," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 46(7), pages 1479-1500, October.
    60. Sudheer Chava & Praveen Kumar & Arthur Warga, 2010. "Managerial Agency and Bond Covenants," The Review of Financial Studies, Society for Financial Studies, vol. 23(3), pages 1120-1148, March.
    61. 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.
    62. Lie, Erik, 2000. "Excess Funds and Agency Problems: An Empirical Study of Incremental Cash Disbursements," The Review of Financial Studies, Society for Financial Studies, vol. 13(1), pages 219-247.
    63. Thabang Mokoaleli-Mokoteli & Richard J. Taffler & Vineet Agarwal, 2009. "Behavioural Bias and Conflicts of Interest in Analyst Stock Recommendations," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 36(3-4), pages 384-418.
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    More about this item

    Keywords

    Analyst recommendations; Banking; Information asymmetry; Bank risk; Bank complexity; Bank regulation;
    All these keywords.

    JEL classification:

    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation

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