IDEAS home Printed from https://ideas.repec.org/a/eee/bracre/v51y2019i4p424-437.html
   My bibliography  Save this article

Model-based earnings forecasts vs. financial analysts' earnings forecasts

Author

Listed:
  • Harris, Richard D.F.
  • Wang, Pengguo

Abstract

Existing accounting-based forecasting models of earnings either do not fully consider information that is contained in stock prices or use an ad hoc specification that is not based on rigorous valuation theory. In this paper, we develop an earnings forecasting model built on the theoretical linkages between future earnings and stock prices as well as a number of accounting fundamental variables. We find that our model-based forecasts of earnings are in general less biased and more accurate than both existing model-based forecasts and analysts' consensus forecasts, at both shorter and longer horizons. We also show that the accuracy of both model-based forecasts and financial analysts' forecasts depend on firm-specific characteristics such as firm size and industry membership.

Suggested Citation

  • Harris, Richard D.F. & Wang, Pengguo, 2019. "Model-based earnings forecasts vs. financial analysts' earnings forecasts," The British Accounting Review, Elsevier, vol. 51(4), pages 424-437.
    • Handle: RePEc:eee:bracre:v:51:y:2019:i:4:p:424-437
    DOI: 10.1016/j.bar.2018.10.002
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0890838918300696
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.bar.2018.10.002?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. Brown, Lawrence D., 1993. "Earnings forecasting research: its implications for capital markets research," International Journal of Forecasting, Elsevier, vol. 9(3), pages 295-320, November.
    2. Jacob A. Mincer & Victor Zarnowitz, 1969. "The Evaluation of Economic Forecasts," NBER Chapters, in: Economic Forecasts and Expectations: Analysis of Forecasting Behavior and Performance, pages 3-46, National Bureau of Economic Research, Inc.
    3. Beaver, William H. & Lambert, Richard A. & Ryan, Stephen G., 1987. "The information content of security prices : A second look," Journal of Accounting and Economics, Elsevier, vol. 9(2), pages 139-157, July.
    4. 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.
    5. 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.
    6. Brown, Lawrence D., 1993. "Reply to commentaries on "Earnings forecasting research: its implications for capital markets research"," International Journal of Forecasting, Elsevier, vol. 9(3), pages 343-344, November.
    7. Andrew R. Jackson, 2005. "Trade Generation, Reputation, and Sell‐Side Analysts," Journal of Finance, American Finance Association, vol. 60(2), pages 673-717, April.
    8. 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.
    9. Fama, Eugene F & French, Kenneth R, 2000. "Forecasting Profitability and Earnings," The Journal of Business, University of Chicago Press, vol. 73(2), pages 161-175, April.
    10. Ball, Ray & Kothari, S. P. & Robin, Ashok, 2000. "The effect of international institutional factors on properties of accounting earnings," Journal of Accounting and Economics, Elsevier, vol. 29(1), pages 1-51, February.
    11. Lee, Charles M.C. & So, Eric C., 2017. "Uncovering expected returns: Information in analyst coverage proxies," Journal of Financial Economics, Elsevier, vol. 124(2), pages 331-348.
    12. Richardson, Scott & Tuna, Irem & Wysocki, Peter, 2010. "Accounting anomalies and fundamental analysis: A review of recent research advances," Journal of Accounting and Economics, Elsevier, vol. 50(2-3), pages 410-454, December.
    13. 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.
    14. Mark E. Evans & Kenneth Njoroge & Kevin Ow Yong, 2017. "An Examination of the Statistical Significance and Economic Relevance of Profitability and Earnings Forecasts from Models and Analysts," Contemporary Accounting Research, John Wiley & Sons, vol. 34(3), pages 1453-1488, September.
    15. 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.
    16. Hou, Kewei & van Dijk, Mathijs A. & Zhang, Yinglei, 2012. "The implied cost of capital: A new approach," Journal of Accounting and Economics, Elsevier, vol. 53(3), pages 504-526.
    17. Fried, Dov & Givoly, Dan, 1982. "Financial analysts' forecasts of earnings : A better surrogate for market expectations," Journal of Accounting and Economics, Elsevier, vol. 4(2), pages 85-107, October.
    18. Beaver, William & Lambert, Richard & Morse, Dale, 1980. "The information content of security prices," Journal of Accounting and Economics, Elsevier, vol. 2(1), pages 3-28, March.
    19. Kewei Hou & David T. Robinson, 2006. "Industry Concentration and Average Stock Returns," Journal of Finance, American Finance Association, vol. 61(4), pages 1927-1956, August.
    20. Fama, Eugene F. & French, Kenneth R., 2006. "Profitability, investment and average returns," Journal of Financial Economics, Elsevier, vol. 82(3), pages 491-518, December.
    21. Ball, Ray & Kothari, S. P. & Robin, Ashok, 2000. "Corrigendum to "The effect of international institutional factors on properties of accounting earnings"; [Journal of Accounting and Economics 29 (2000) 1-51]," Journal of Accounting and Economics, Elsevier, vol. 30(2), pages 241-241, October.
    22. Barber, Brad M. & Lehavy, Reuven & Trueman, Brett, 2007. "Comparing the stock recommendation performance of investment banks and independent research firms," Journal of Financial Economics, Elsevier, vol. 85(2), pages 490-517, August.
    23. Mendenhall, Rr, 1991. "Evidence On The Possible Underweighting Of Earnings-Related Information," Journal of Accounting Research, Wiley Blackwell, vol. 29(1), pages 170-179.
    24. Brown, Philip, 1993. "Comments on 'Earnings forecasting research: its implications for capital markets research' by L. Brown," International Journal of Forecasting, Elsevier, vol. 9(3), pages 331-335, November.
    25. 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.
    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. Oesinghaus, Andreas, 2024. "Analysts’ extrapolative expectations in the cross-section," Journal of Economics and Business, Elsevier, vol. 130(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. Hou, Kewei & van Dijk, Mathijs A. & Zhang, Yinglei, 2012. "The implied cost of capital: A new approach," Journal of Accounting and Economics, Elsevier, vol. 53(3), pages 504-526.
    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. S. P. Kothari & Charles Wasley, 2019. "Commemorating the 50‐Year Anniversary of Ball and Brown (1968): The Evolution of Capital Market Research over the Past 50 Years," Journal of Accounting Research, Wiley Blackwell, vol. 57(5), pages 1117-1159, December.
    4. Lawrence D. Brown & Andrew C. Call & Michael B. Clement & Nathan Y. Sharp, 2015. "Inside the “Black Box” of Sell‐Side Financial Analysts," Journal of Accounting Research, Wiley Blackwell, vol. 53(1), pages 1-47, March.
    5. Vitor Azevedo & Patrick Bielstein & Manuel Gerhart, 2021. "Earnings forecasts: the case for combining analysts’ estimates with a cross-sectional model," Review of Quantitative Finance and Accounting, Springer, vol. 56(2), pages 545-579, February.
    6. Lin, Hai & Tao, Xinyuan & Wu, Chunchi, 2022. "Forecasting earnings with combination of analyst forecasts," Journal of Empirical Finance, Elsevier, vol. 68(C), pages 133-159.
    7. Kothari, S. P., 2001. "Capital markets research in accounting," Journal of Accounting and Economics, Elsevier, vol. 31(1-3), pages 105-231, September.
    8. Rees, Lynn & Sharp, Nathan Y. & Wong, Paul A., 2017. "Working on the weekend: Do analysts strategically time the release of their recommendation revisions?," Journal of Corporate Finance, Elsevier, vol. 45(C), pages 104-121.
    9. Ruei-Shian Wu & Hsiou-wei W. Lin, 2014. "Security analysts' incentive and cognitive processing bias: evidence from analysts' recommendations," Asia-Pacific Journal of Accounting & Economics, Taylor & Francis Journals, vol. 21(4), pages 443-471, December.
    10. Alexander P. Paton & Damien Cannavan & Stephen Gray & Khoa Hoang, 2020. "Analyst versus model‐based earnings forecasts: implied cost of capital applications," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 60(4), pages 4061-4092, December.
    11. Anna M. Cianci & Satoris S. Culbertson, 2010. "The Impact of Motivational and Cognitive Factors on Optimistic Earnings Forecasts," Chapters, in: Brian Bruce (ed.), Handbook of Behavioral Finance, chapter 11, Edward Elgar Publishing.
    12. Andrew C. Call & Nathan Y. Sharp & Paul A. Wong, 2019. "Changes in analysts’ stock recommendations following regulatory action against their brokerage," Review of Accounting Studies, Springer, vol. 24(4), pages 1184-1213, December.
    13. 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.
    14. Sami Keskek & James N. Myers & Linda A. Myers, 2020. "Investors' Misweighting of Firm‐Level Information and the Market's Expectations of Earnings," Contemporary Accounting Research, John Wiley & Sons, vol. 37(3), pages 1828-1853, September.
    15. C. S. Agnes Cheng & K. C. Kenneth Chu & James Ohlson, 2020. "Analyst forecasts: sales and profit margins," Review of Accounting Studies, Springer, vol. 25(1), pages 54-83, March.
    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. Echterling, F. & Eierle, B. & Ketterer, S., 2015. "A review of the literature on methods of computing the implied cost of capital," International Review of Financial Analysis, Elsevier, vol. 42(C), pages 235-252.
    18. Mohamed Naceur Mahjoubi & Ezzeddine Abaoub, 2015. "Earnings Response Coefficient as a Measure of Market Expectations: Evidence from Tunis Stock Exchange," International Journal of Economics and Financial Issues, Econjournals, vol. 5(2), pages 377-389.
    19. Lambert, David & Matolcsy, Zoltan & Wyatt, Anne, 2015. "Analysts' earnings forecasts and technological conditions in the firm's investment environment," Journal of Contemporary Accounting and Economics, Elsevier, vol. 11(2), pages 104-120.
    20. 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.

    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:bracre:v:51:y:2019:i:4:p:424-437. 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: https://www.journals.elsevier.com/the-british-accounting-review .

    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.