IDEAS home Printed from https://ideas.repec.org/a/eee/reveco/v78y2022icp643-659.html
   My bibliography  Save this article

Stock dividend and analyst optimistic bias in earnings forecast

Author

Listed:
  • Huang, Lixin
  • Li, Wei
  • Wang, Hong
  • Wu, Liansheng

Abstract

Abundant research has found optimistic bias in analysts’ earnings forecasts. Using a sample of Chinese listed companies from 2008 to 2017, this paper investigates how stock dividend affects analyst’s optimistic bias in earnings forecast. We find that analysts bias their earnings forecasts optimistically after stock dividends. Further study demonstrates that the influence of stock dividend on analyst’s optimistic bias is more significant when the company has less institutional stock holdings or when the analyst is in a small brokerage firm. The bias is moderated when the forecast is issued by a star analyst in a bull market. Mechanism analysis reveals that analysts issue optimistic forecasts for the interests of their own rather than unconsciously. The findings of this study indicate that self-interest motivates analysts to issue biased earnings forecasts, which ultimately reduces the efficiency of the capital market.

Suggested Citation

  • Huang, Lixin & Li, Wei & Wang, Hong & Wu, Liansheng, 2022. "Stock dividend and analyst optimistic bias in earnings forecast," International Review of Economics & Finance, Elsevier, vol. 78(C), pages 643-659.
  • Handle: RePEc:eee:reveco:v:78:y:2022:i:c:p:643-659
    DOI: 10.1016/j.iref.2022.01.007
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1059056022000077
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.iref.2022.01.007?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Gervais, Simon & Odean, Terrance, 2001. "Learning to be Overconfident," The Review of Financial Studies, Society for Financial Studies, vol. 14(1), pages 1-27.
    2. Lin, Hsiou-wei & McNichols, Maureen F., 1998. "Underwriting relationships, analysts' earnings forecasts and investment recommendations," Journal of Accounting and Economics, Elsevier, vol. 25(1), pages 101-127, February.
    3. Patricia M. Dechow & Amy P. Hutton & Richard G. Sloan, 2000. "The Relation between Analysts' Forecasts of Long†Term Earnings Growth and Stock Price Performance Following Equity Offerings," Contemporary Accounting Research, John Wiley & Sons, vol. 17(1), pages 1-32, March.
    4. Chen, Joseph & Hong, Harrison & Stein, Jeremy C., 2002. "Breadth of ownership and stock returns," Journal of Financial Economics, Elsevier, vol. 66(2-3), pages 171-205.
    5. John Heaton & Deborah Lucas, 2000. "Stock prices and fundamentals," Proceedings, Federal Reserve Bank of San Francisco, issue Apr.
    6. De Bondt, Werner F M & Thaler, Richard H, 1990. "Do Security Analysts Overreact?," American Economic Review, American Economic Association, vol. 80(2), pages 52-57, May.
    7. Eugene Soltes, 2014. "Private Interaction Between Firm Management and Sell‐Side Analysts," Journal of Accounting Research, Wiley Blackwell, vol. 52(1), pages 245-272, March.
    8. Birru, Justin & Wang, Baolian, 2016. "Nominal price illusion," Journal of Financial Economics, Elsevier, vol. 119(3), pages 578-598.
    9. Qi Chen & Wei Jiang, 2006. "Analysts' Weighting of Private and Public Information," The Review of Financial Studies, Society for Financial Studies, vol. 19(1), pages 319-355.
    10. Baker, Malcolm & Wurgler, Jeffrey, 2004. "Appearing and disappearing dividends: The link to catering incentives," Journal of Financial Economics, Elsevier, vol. 73(2), pages 271-288, August.
    11. Christophe, Stephen E. & Ferri, Michael G. & Hsieh, Jim, 2010. "Informed trading before analyst downgrades: Evidence from short sellers," Journal of Financial Economics, Elsevier, vol. 95(1), pages 85-106, January.
    12. Ljungqvist, Alexander & Marston, Felicia & Starks, Laura T. & Wei, Kelsey D. & Yan, Hong, 2007. "Conflicts of interest in sell-side research and the moderating role of institutional investors," Journal of Financial Economics, Elsevier, vol. 85(2), pages 420-456, August.
    13. Grinblatt, Mark S. & Masulis, Ronald W. & Titman, Sheridan, 1984. "The valuation effects of stock splits and stock dividends," Journal of Financial Economics, Elsevier, vol. 13(4), pages 461-490, December.
    14. Harrison Hong & Marcin Kacperczyk, 2010. "Competition and Bias," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(4), pages 1683-1725.
    15. Brennan, Michael J. & Copeland, Thomas E., 1988. "Stock splits, stock prices, and transaction costs," Journal of Financial Economics, Elsevier, vol. 22(1), pages 83-101, October.
    16. Clement, Michael B., 1999. "Analyst forecast accuracy: Do ability, resources, and portfolio complexity matter?," Journal of Accounting and Economics, Elsevier, vol. 27(3), pages 285-303, July.
    17. 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.
    18. Harrison Hong & Jeffrey D. Kubik & Amit Solomon, 2000. "Security Analysts' Career Concerns and Herding of Earnings Forecasts," RAND Journal of Economics, The RAND Corporation, vol. 31(1), pages 121-144, Spring.
    19. Cowen, Amanda & Groysberg, Boris & Healy, Paul, 2006. "Which types of analyst firms are more optimistic?," Journal of Accounting and Economics, Elsevier, vol. 41(1-2), pages 119-146, April.
    20. Lily Fang & Ayako Yasuda, 2009. "The Effectiveness of Reputation as a Disciplinary Mechanism in Sell-Side Research," The Review of Financial Studies, Society for Financial Studies, vol. 22(9), pages 3735-3777, September.
    21. Pacelli, Joseph, 2019. "Corporate culture and analyst catering⁎," Journal of Accounting and Economics, Elsevier, vol. 67(1), pages 120-143.
    22. Mola, Simona & Guidolin, Massimo, 2009. "Affiliated mutual funds and analyst optimism," Journal of Financial Economics, Elsevier, vol. 93(1), pages 108-137, July.
    23. Malcolm Baker & Robin Greenwood & Jeffrey Wurgler, 2009. "Catering through Nominal Share Prices," Journal of Finance, American Finance Association, vol. 64(6), pages 2559-2590, December.
    24. 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.
    25. John C. Easterwood & Stacey R. Nutt, 1999. "Inefficiency in Analysts' Earnings Forecasts: Systematic Misreaction or Systematic Optimism?," Journal of Finance, American Finance Association, vol. 54(5), pages 1777-1797, October.
    26. Marianne Bertrand & Sendhil Mullainathan, 2003. "Enjoying the Quiet Life? Corporate Governance and Managerial Preferences," Journal of Political Economy, University of Chicago Press, vol. 111(5), pages 1043-1075, October.
    27. Amitabh Dugar & Siva Nathan, 1995. "The Effect of Investment Banking Relationships on Financial Analysts' Earnings Forecasts and Investment Recommendations," Contemporary Accounting Research, John Wiley & Sons, vol. 12(1), pages 131-160, September.
    28. Malmendier, Ulrike & Shanthikumar, Devin, 2007. "Are small investors naive about incentives?," Journal of Financial Economics, Elsevier, vol. 85(2), pages 457-489, August.
    29. Kang, Sh & Obrien, J & Sivaramakrishnan, K, 1994. "Analysts Interim Earnings Forecasts - Evidence On The Forecasting Process," Journal of Accounting Research, Wiley Blackwell, vol. 32(1), pages 103-112.
    30. Dambra, Michael & Field, Laura Casares & Gustafson, Matthew T. & Pisciotta, Kevin, 2018. "The consequences to analyst involvement in the IPO process: Evidence surrounding the JOBS Act," Journal of Accounting and Economics, Elsevier, vol. 65(2), pages 302-330.
    31. 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.
    32. Malcolm Baker & Jeffrey Wurgler, 2004. "A Catering Theory of Dividends," Journal of Finance, American Finance Association, vol. 59(3), pages 1125-1165, June.
    33. William C. Weld & Roni Michaely & Richard H. Thaler & Shlomo Benartzi, 2009. "The Nominal Share Price Puzzle," Journal of Economic Perspectives, American Economic Association, vol. 23(2), pages 121-142, Spring.
    34. David L. Ikenberry & Sundaresh Ramnath, 2002. "Underreaction to Self-Selected News Events: The Case of Stock Splits," The Review of Financial Studies, Society for Financial Studies, vol. 15(2), pages 489-526, March.
    35. Li, Wei & Lie, Erik, 2006. "Dividend changes and catering incentives," Journal of Financial Economics, Elsevier, vol. 80(2), pages 293-308, May.
    36. Abarbanell, Jeffrey S & Bernard, Victor L, 1992. "Tests of Analysts' Overreaction/Underreaction to Earnings Information as an Explanation for Anomalous Stock Price Behavior," Journal of Finance, American Finance Association, vol. 47(3), pages 1181-1207, July.
    37. Hayes, RM, 1998. "The impact of trading commission incentives on analysts' stock coverage decisions and earnings forecasts," Journal of Accounting Research, Wiley Blackwell, vol. 36(2), pages 299-320.
    38. Brown, Lawrence D. & Hagerman, Robert L. & Griffin, Paul A. & Zmijewski, Mark E., 1987. "Security analyst superiority relative to univariate time-series models in forecasting quarterly earnings," Journal of Accounting and Economics, Elsevier, vol. 9(1), pages 61-87, April.
    39. O'brien, Patricia C., 1988. "Analysts' forecasts as earnings expectations," Journal of Accounting and Economics, Elsevier, vol. 10(1), pages 53-83, January.
    40. Terence Lim, 2001. "Rationality and Analysts' Forecast Bias," Journal of Finance, American Finance Association, vol. 56(1), pages 369-385, February.
    41. Ekkehart Boehmer & Charles M Jones & Juan (Julie) Wu & Xiaoyan Zhang, 2020. "What Do Short Sellers Know?," Review of Finance, European Finance Association, vol. 24(6), pages 1203-1235.
    42. Meir Statman & Steven Thorley & Keith Vorkink, 2006. "Investor Overconfidence and Trading Volume," The Review of Financial Studies, Society for Financial Studies, vol. 19(4), pages 1531-1565.
    43. Michael W. Brandt & Alon Brav & John R. Graham & Alok Kumar, 2010. "The Idiosyncratic Volatility Puzzle: Time Trend or Speculative Episodes?," The Review of Financial Studies, Society for Financial Studies, vol. 23(2), pages 863-899, February.
    44. Jacob, John & Lys, Thomas Z. & Neale, Margaret A., 1999. "Expertise in forecasting performance of security analysts," Journal of Accounting and Economics, Elsevier, vol. 28(1), pages 51-82, November.
    45. Francis, J & Philbrick, D, 1993. "Analysts Decisions As Products Of A Multitask Environment," Journal of Accounting Research, Wiley Blackwell, vol. 31(2), pages 216-230.
    46. Ekkehart Boehmer & Charles M Jones & Juan (Julie) Wu & Xiaoyan Zhang, 0. "What Do Short Sellers Know?," Review of Finance, European Finance Association, vol. 24(6), pages 1203-1235.
    47. McNichols, Maureen & Dravid, Ajay, 1990. "Stock Dividends, Stock Splits, and Signaling," Journal of Finance, American Finance Association, vol. 45(3), pages 857-879, July.
    48. McNichols, M & O'Brien, PC, 1997. "Self-selection and analyst coverage," Journal of Accounting Research, Wiley Blackwell, vol. 35, pages 167-199.
    49. Stickel, Scott E, 1992. "Reputation and Performance among Security Analysts," Journal of Finance, American Finance Association, vol. 47(5), pages 1811-1836, December.
    50. Lin, Ji-Chai & Singh, Ajai K. & Yu, Wen, 2009. "Stock splits, trading continuity, and the cost of equity capital," Journal of Financial Economics, Elsevier, vol. 93(3), pages 474-489, September.
    51. Huyghebaert, Nancy & Xu, Weidong, 2016. "Bias in the post-IPO earnings forecasts of affiliated analysts: Evidence from a Chinese natural experiment," Journal of Accounting and Economics, Elsevier, vol. 61(2), pages 486-505.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Xiaoying Liang & Hongjun Wu, 2022. "Does the Tone in Corporate Social Responsibility Reports Misdirect Analysts’ Forecasts in China?," Sustainability, MDPI, vol. 14(24), pages 1-18, December.
    2. 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.
    3. Liu, Xingyu & Kok Loang, Ooi, 2023. "Analysts’ forecast optimism and cash holding: Evidence from China," Finance Research Letters, Elsevier, vol. 57(C).
    4. Liu, Guangqiang & Liu, Tianbao, 2022. "Does individual investors’ dividend tax influence analyst forecast? Evidence from a quasi-natural experiment in China," Finance Research Letters, Elsevier, vol. 50(C).
    5. Xu, Ruihui & Zhang, Xuliang & Gozgor, Giray & Lau, Chi Keung Marco & Yan, Cheng, 2023. "Investor flow-chasing and price–performance puzzle: Evidence from global infrastructure funds," Research in International Business and Finance, Elsevier, vol. 65(C).

    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. 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.
    2. 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.
    3. Jin, Han & Mazouz, Khelifa & Wu, Yuliang & Xu, Bin, 2023. "Can star analysts make superior coverage decisions in poor information environment?," Journal of Banking & Finance, Elsevier, vol. 146(C).
    4. Hu, Jun & Long, Wenbin & Luo, Le & Peng, Yuanhuai, 2021. "Share pledging and optimism in analyst earnings forecasts: Evidence from China," Journal of Banking & Finance, Elsevier, vol. 132(C).
    5. 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.
    6. 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.
    7. Horton, Joanne & Serafeim, George & Wu, Shan, 2017. "Career concerns of banking analysts," Journal of Accounting and Economics, Elsevier, vol. 63(2), pages 231-252.
    8. Zhao, Chen & Li, Yubin & Govindaraj, Suresh & Zhong, Zhaodong (Ken), 2022. "CDS trading and analyst optimism," The British Accounting Review, Elsevier, vol. 54(4).
    9. Danling Jiang & Alok Kumar & Kelvin K. F. Law, 2016. "Political contributions and analyst behavior," Review of Accounting Studies, Springer, vol. 21(1), pages 37-88, March.
    10. 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.
    11. So, Eric C., 2013. "A new approach to predicting analyst forecast errors: Do investors overweight analyst forecasts?," Journal of Financial Economics, Elsevier, vol. 108(3), pages 615-640.
    12. Ljungqvist, Alexander & Marston, Felicia & Starks, Laura T. & Wei, Kelsey D. & Yan, Hong, 2007. "Conflicts of interest in sell-side research and the moderating role of institutional investors," Journal of Financial Economics, Elsevier, vol. 85(2), pages 420-456, August.
    13. Kothari, S. P., 2001. "Capital markets research in accounting," Journal of Accounting and Economics, Elsevier, vol. 31(1-3), pages 105-231, September.
    14. Bosquet, K. & de Goeij, P. C. & Smedts, K., 2009. "Coexistence and Dynamics of Overconfidence and Strategic Incentives," Discussion Paper 2009-81, Tilburg University, Center for Economic Research.
    15. Prem G. Mathew & H. Semih Yildirim, 2015. "Does director affiliation lead to analyst bias?," Applied Economics, Taylor & Francis Journals, vol. 47(3), pages 272-287, January.
    16. Hassan Tehranian & Mengxing Zhao & Julie L. Zhu, 2014. "Can Analysts Analyze Mergers?," Management Science, INFORMS, vol. 60(4), pages 959-979, April.
    17. Chune Young Chung & Euisup Lee & Chang-Gyun Park, 2020. "Do Ownership Ties Increase the Optimistic Bias of Analysts’ Earnings Estimates? Evidence from Corporate Financing in the Korean Market," Sustainability, MDPI, vol. 12(11), pages 1-20, June.
    18. 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.
    19. 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.
    20. Vadim S. Balashov & Zhanel B. DeVides, 2020. "Is Diversification A Job Safety Net For Sell‐Side Analysts?," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 43(3), pages 543-573, August.

    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:eee:reveco:v:78:y:2022:i:c:p:643-659. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/620165 .

    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.