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Do analysts really anchor? Evidence from credit risk and suppressed negative information

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  • Ashour, Samar
  • Hao, (Grace) Qing

Abstract

Recent findings indicate that stock analysts suffer from anchoring bias as they anchor their earnings per share forecasts on the industry median without making sufficient adjustments. Using a sample of firms rated by Standard and Poor's, we determine that this finding is concentrated in the worst rated firms, especially around credit rating downgrades. The driving force of the finding is that stock analysts suppress negative information for high credit risk stocks by dropping coverage instead of issuing low earnings per share forecasts, especially around credit rating downgrades. Our finding explains not only why stock analysts seem to suffer from anchoring bias, but also why analysts are overly optimistic for high credit risk stocks.

Suggested Citation

  • Ashour, Samar & Hao, (Grace) Qing, 2019. "Do analysts really anchor? Evidence from credit risk and suppressed negative information," Journal of Banking & Finance, Elsevier, vol. 98(C), pages 183-197.
  • Handle: RePEc:eee:jbfina:v:98:y:2019:i:c:p:183-197
    DOI: 10.1016/j.jbankfin.2018.11.006
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    References listed on IDEAS

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    1. Cen, Ling & Hilary, Gilles & Wei, K. C. John, 2013. "The Role of Anchoring Bias in the Equity Market: Evidence from Analysts’ Earnings Forecasts and Stock Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 48(1), pages 47-76, February.
    2. Karl B. Diether & Christopher J. Malloy & Anna Scherbina, 2002. "Differences of Opinion and the Cross Section of Stock Returns," Journal of Finance, American Finance Association, vol. 57(5), pages 2113-2141, October.
    3. 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.
    4. Avramov, Doron & Chordia, Tarun & Jostova, Gergana & Philipov, Alexander, 2013. "Anomalies and financial distress," Journal of Financial Economics, Elsevier, vol. 108(1), pages 139-159.
    5. Amihud, Yakov, 2002. "Illiquidity and stock returns: cross-section and time-series effects," Journal of Financial Markets, Elsevier, vol. 5(1), pages 31-56, January.
    6. Michael B. Clement & Senyo Y. Tse, 2005. "Financial Analyst Characteristics and Herding Behavior in Forecasting," Journal of Finance, American Finance Association, vol. 60(1), pages 307-341, February.
    7. Newey, Whitney & West, Kenneth, 2014. "A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 125-132.
    8. Anna Scherbina, 2008. "Suppressed Negative Information and Future Underperformance," Review of Finance, European Finance Association, vol. 12(3), pages 533-565.
    9. Chopra, Navin & Lakonishok, Josef & Ritter, Jay R., 1992. "Measuring abnormal performance : Do stocks overreact?," Journal of Financial Economics, Elsevier, vol. 31(2), pages 235-268, April.
    10. 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.
    11. Narasimhan Jegadeesh & Sheridan Titman, 2001. "Profitability of Momentum Strategies: An Evaluation of Alternative Explanations," Journal of Finance, American Finance Association, vol. 56(2), pages 699-720, April.
    12. Jegadeesh, Narasimhan & Titman, Sheridan, 1993. "Returns to Buying Winners and Selling Losers: Implications for Stock Market Efficiency," Journal of Finance, American Finance Association, vol. 48(1), pages 65-91, March.
    13. Fama, Eugene F & French, Kenneth R, 1992. "The Cross-Section of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 47(2), pages 427-465, June.
    14. John M. Griffin & Michael L. Lemmon, 2002. "Book‐to‐Market Equity, Distress Risk, and Stock Returns," Journal of Finance, American Finance Association, vol. 57(5), pages 2317-2336, October.
    15. Fama, Eugene F. & French, Kenneth R., 1997. "Industry costs of equity," Journal of Financial Economics, Elsevier, vol. 43(2), pages 153-193, February.
    16. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    17. Joshua Livnat & Richard R. Mendenhall, 2006. "Comparing the Post–Earnings Announcement Drift for Surprises Calculated from Analyst and Time Series Forecasts," Journal of Accounting Research, Wiley Blackwell, vol. 44(1), pages 177-205, March.
    18. Doron Avramov & Tarun Chordia & Gergana Jostova & Alexander Philipov, 2007. "Momentum and Credit Rating," Journal of Finance, American Finance Association, vol. 62(5), pages 2503-2520, October.
    19. Somnath Das & Re‐Jin Guo & Huai Zhang, 2006. "Analysts' Selective Coverage and Subsequent Performance of Newly Public Firms," Journal of Finance, American Finance Association, vol. 61(3), pages 1159-1185, June.
    20. Maria Vassalou & Yuhang Xing, 2004. "Default Risk in Equity Returns," Journal of Finance, American Finance Association, vol. 59(2), pages 831-868, April.
    21. Avramov, Doron & Chordia, Tarun & Jostova, Gergana & Philipov, Alexander, 2009. "Dispersion in analysts' earnings forecasts and credit rating," Journal of Financial Economics, Elsevier, vol. 91(1), pages 83-101, January.
    22. McNichols, M & O'Brien, PC, 1997. "Self-selection and analyst coverage," Journal of Accounting Research, Wiley Blackwell, vol. 35, pages 167-199.
    23. Ilia D. Dichev, 1998. "Is the Risk of Bankruptcy a Systematic Risk?," Journal of Finance, American Finance Association, vol. 53(3), pages 1131-1147, June.
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    Cited by:

    1. Zhang, Ping & Wang, Yiru, 2023. "The bright side of analyst coverage on corporate innovation: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 89(C).
    2. Li, Fengfei & Lin, Chen & Lin, Tse-Chun, 2021. "Salient anchor and analyst recommendation downgrade," Journal of Corporate Finance, Elsevier, vol. 69(C).
    3. Acar Berkan & Becchetti Leonardo & Manfredonia Stefano, 2021. "Media coverage, corporate social irresponsibility conduct, and financial analysts' performance," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 28(5), pages 1456-1470, September.

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    More about this item

    Keywords

    Analyst over-optimism; Analysts’ forecast errors; Suppressed negative information; Credit rating; Credit risk; Anchoring;
    All these keywords.

    JEL classification:

    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G02 - Financial Economics - - General - - - Behavioral Finance: Underlying Principles
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • D03 - Microeconomics - - General - - - Behavioral Microeconomics: Underlying Principles

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