IDEAS home Printed from https://ideas.repec.org/a/ers/ijebaa/viy2013i2p3-32.html
   My bibliography  Save this article

Forecast Bias and Analyst Independence

Author

Listed:
  • Phillip J. McKnight
  • Steven K. Todd

Abstract

This paper examines the accuracy of equity analysts who provide earnings forecasts for European companies. We find strong evidence of institutional bias in analysts’ forecasts, specifically, when analysts move between sell-side employers and independent employers, they issue more accurate forecasts while they are employed by independent firms. Moreover, these differences persist when we hold constant the set of firms these mobile analysts research. We find statistically significant differences in the forecast accuracy of sell-side and independent analysts. The optimistic bias of sell-side analysts appears to be related to underwriting activity. Analysts employed by lead underwriters produce less accurate forecasts for newly public companies than do either buy-side or independent analysts. The optimistic bias persists for a five-year period following an IPO.

Suggested Citation

  • Phillip J. McKnight & Steven K. Todd, 2013. "Forecast Bias and Analyst Independence," International Journal of Economics & Business Administration (IJEBA), International Journal of Economics & Business Administration (IJEBA), vol. 0(2), pages 3-32.
  • Handle: RePEc:ers:ijebaa:v:i:y:2013:i:2:p:3-32
    as

    Download full text from publisher

    File URL: http://www.ersj.eu/repec/ers/pijeba/13_2_p1.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Harrison Hong & Terence Lim & Jeremy C. Stein, 2000. "Bad News Travels Slowly: Size, Analyst Coverage, and the Profitability of Momentum Strategies," Journal of Finance, American Finance Association, vol. 55(1), pages 265-295, February.
    2. John Affleck†Graves & Larry R. Davis & Richard R. Mendenhall, 1990. "Forecasts of earnings per share: Possible sources of analyst superiority and bias," Contemporary Accounting Research, John Wiley & Sons, vol. 6(2), pages 501-517, March.
    3. Andrew R. Jackson, 2005. "Trade Generation, Reputation, and Sell‐Side Analysts," Journal of Finance, American Finance Association, vol. 60(2), pages 673-717, April.
    4. Barber, Brad M. & Lehavy, Reuven & McNichols, Maureen & Trueman, Brett, 2006. "Buys, holds, and sells: The distribution of investment banks' stock ratings and the implications for the profitability of analysts' recommendations," Journal of Accounting and Economics, Elsevier, vol. 41(1-2), pages 87-117, April.
    5. Brennan, Michael J & Hughes, Patricia J, 1991. "Stock Prices and the Supply of Information," Journal of Finance, American Finance Association, vol. 46(5), pages 1665-1691, December.
    6. Michaely, Roni & Womack, Kent L, 1999. "Conflict of Interest and the Credibility of Underwriter Analyst Recommendations," The Review of Financial Studies, Society for Financial Studies, vol. 12(4), pages 653-686.
    7. Abarbanell, Jeffery & Lehavy, Reuven, 2003. "Biased forecasts or biased earnings? The role of reported earnings in explaining apparent bias and over/underreaction in analysts' earnings forecasts," Journal of Accounting and Economics, Elsevier, vol. 36(1-3), pages 105-146, December.
    8. Harrison Hong & Jeffrey D. Kubik, 2003. "Analyzing the Analysts: Career Concerns and Biased Earnings Forecasts," Journal of Finance, American Finance Association, vol. 58(1), pages 313-351, February.
    9. Kolasinski, Adam C. & Kothari, S. P., 2008. "Investment Banking and Analyst Objectivity: Evidence from Analysts Affiliated with Mergers and Acquisitions Advisors," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 43(4), pages 817-842, December.
    10. Anup Agrawal & Mark A. Chen, 2008. "Do Analyst Conflicts Matter? Evidence from Stock Recommendations," Journal of Law and Economics, University of Chicago Press, vol. 51(3), pages 503-537, August.
    11. Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," The Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
    12. Gu, Zhaoyang & Wu, Joanna Shuang, 2003. "Earnings skewness and analyst forecast bias," Journal of Accounting and Economics, Elsevier, vol. 35(1), pages 5-29, April.
    13. Bhushan, Ravi, 1989. "Firm characteristics and analyst following," Journal of Accounting and Economics, Elsevier, vol. 11(2-3), pages 255-274, July.
    14. Terence Lim, 2001. "Rationality and Analysts' Forecast Bias," Journal of Finance, American Finance Association, vol. 56(1), pages 369-385, February.
    15. Conrad, Jennifer & Cornell, Bradford & Landsman, Wayne R. & Rountree, Brian R., 2006. "How Do Analyst Recommendations Respond to Major News?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 41(1), pages 25-49, March.
    16. Eleftherios Thalassinos & Dimitrios Maditinos & Athanasios Paschalidis, 2012. "Observing evidence of insider trading in the Athens Stock Exchange," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 1(1), pages 1-26, December.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Beyer, Anne & Cohen, Daniel A. & Lys, Thomas Z. & Walther, Beverly R., 2010. "The financial reporting environment: Review of the recent literature," Journal of Accounting and Economics, Elsevier, vol. 50(2-3), pages 296-343, December.
    2. Ramnath, Sundaresh & Rock, Steve & Shane, Philip, 2008. "The financial analyst forecasting literature: A taxonomy with suggestions for further research," International Journal of Forecasting, Elsevier, vol. 24(1), pages 34-75.
    3. Juyoun Ryoo & Cheolwoo Lee & Jin Q Jeon, 2020. "Sustainability of Analyst Recommendations in Multiple Lead Underwriter IPOs," Sustainability, MDPI, vol. 12(5), pages 1-36, March.
    4. Erik Devos, 2014. "Are Analysts’ Recommendations for Other Investment Banks Biased?," Financial Management, Financial Management Association International, vol. 43(2), pages 327-353, June.
    5. William Baker & Gregory Dumont, 2014. "Equity Analyst Recommendations: A Case for Affirmative Disclosure?," Journal of Consumer Affairs, Wiley Blackwell, vol. 48(1), pages 96-123, March.
    6. Guanming He & Helen Mengbing Ren & Richard Taffler, 2020. "The impact of corporate tax avoidance on analyst coverage and forecasts," Review of Quantitative Finance and Accounting, Springer, vol. 54(2), pages 447-477, February.
    7. Xu, Nianhang & Jiang, Xuanyu & Chan, Kam C. & Yi, Zhihong, 2013. "Analyst coverage, optimism, and stock price crash risk: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 25(C), pages 217-239.
    8. 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.
    9. Cheolwoo Lee, 2013. "Analyst firm parent–subsidiary relationship and conflict of interest: evidence from IPO recommendations," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 53(3), pages 763-789, September.
    10. Horton, Joanne & Serafeim, George & Wu, Shan, 2017. "Career concerns of banking analysts," Journal of Accounting and Economics, Elsevier, vol. 63(2), pages 231-252.
    11. Altınkılıç, Oya & Balashov, Vadim S. & Hansen, Robert S., 2019. "Investment bank monitoring and bonding of security analysts’ research," Journal of Accounting and Economics, Elsevier, vol. 67(1), pages 98-119.
    12. Zhao, Chen & Li, Yubin & Govindaraj, Suresh & Zhong, Zhaodong (Ken), 2022. "CDS trading and analyst optimism," The British Accounting Review, Elsevier, vol. 54(4).
    13. Lubomir P. Litov & Patrick Moreton & Todd R. Zenger, 2012. "Corporate Strategy, Analyst Coverage, and the Uniqueness Paradox," Management Science, INFORMS, vol. 58(10), pages 1797-1815, October.
    14. Li, Shi & Wu, Chaopeng & Yang, Shijie, 2021. "Affiliated block shareholders and analyst optimism," The North American Journal of Economics and Finance, Elsevier, vol. 55(C).
    15. Lim, Youngdeok & Kim, Hyungtae, 2019. "Market reaction to optimistic bias in the recommendations of chaebol-affiliated analysts," Journal of Contemporary Accounting and Economics, Elsevier, vol. 15(2), pages 224-242.
    16. Mei-Chen Lin & J. Jimmy Yang, 2023. "Do lottery characteristics matter for analysts’ forecast behavior?," Review of Quantitative Finance and Accounting, Springer, vol. 61(3), pages 1057-1091, October.
    17. Chatalova, Natalia & How, Janice C.Y. & Verhoeven, Peter, 2016. "Analyst coverage and IPO management forecasts," Journal of Corporate Finance, Elsevier, vol. 39(C), pages 263-277.
    18. George Christodoulakis & Konstantinos Stathopoulos & Nikolaos Tessaromatis, 2012. "The term structure of loss preferences and rationality in analyst earnings forecasts," Journal of Asset Management, Palgrave Macmillan, vol. 13(5), pages 310-326, October.
    19. Andreas Charitou & Irene Karamanou, 2020. "Sleeping with the enemy: should investment banks be allowed to engage in prop trading?," Review of Accounting Studies, Springer, vol. 25(2), pages 513-557, June.
    20. K. Hung Chan & Ray R. Wang & Ruixin Wang, 2021. "The Macbeth Factor: The Dark Side of Achievement‐driving Analysts," Abacus, Accounting Foundation, University of Sydney, vol. 57(2), pages 325-361, June.

    More about this item

    Keywords

    Analysts; Forecasts; Bias; Sell-side; Buy-side; Independent;
    All these keywords.

    JEL classification:

    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ers:ijebaa:v:i:y:2013:i:2:p:3-32. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Marios Agiomavritis (email available below). General contact details of provider: https://ijeba.com/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.