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Analyst underreaction and the post‐forecast revision drift

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  • Po‐Chang Chen
  • Ganapathi S. Narayanamoorthy
  • Theodore Sougiannis
  • Hui Zhou

Abstract

The post‐forecast revision drift (PFRD), the phenomenon of delayed stock price reactions to analyst forecast revisions, is a well‐documented market anomaly. Prior research attributes PFRD to underreaction by investors to analyst forecast revisions. This study investigates the role of the analyst forecast revision process itself in the PFRD anomaly. Using a large sample of US firms, we confirm prior findings of a positive serial correlation (momentum) in individual analysts’ revisions to their earnings forecasts and, based on both indirect and direct tests, document a positive association between this momentum and PFRD. Further analyses reveal that both the forecast revision momentum and PFRD vary in similar ways with respect to the nature of the news driving the revisions and the information environment. Collectively, our findings show that underreaction by individual analysts in the forecast revision process is an important contributor to the PFRD phenomenon.

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  • Po‐Chang Chen & Ganapathi S. Narayanamoorthy & Theodore Sougiannis & Hui Zhou, 2020. "Analyst underreaction and the post‐forecast revision drift," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 47(9-10), pages 1151-1181, October.
    • Handle: RePEc:bla:jbfnac:v:47:y:2020:i:9-10:p:1151-1181
    DOI: 10.1111/jbfa.12491
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    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. Philip Shane & Peter Brous, 2001. "Investor and (Value Line) Analyst Underreaction to Information about Future Earnings: The Corrective Role of Non‐Earnings‐Surprise Information," Journal of Accounting Research, Wiley Blackwell, vol. 39(2), pages 387-404, September.
    3. 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.
    4. William Beaver & Bradford Cornell & Wayne R. Landsman & Stephen R. Stubben, 2008. "The Impact of Analysts' Forecast Errors and Forecast Revisions on Stock Prices," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 35(5-6), pages 709-740.
    5. Dan Amiram & Wayne R. Landsman & Edward L. Owens & Stephen R. Stubben, 2018. "How are analysts’ forecasts affected by high uncertainty?," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 45(3-4), pages 295-318, March.
    6. X. Frank Zhang, 2006. "Information Uncertainty and Stock Returns," Journal of Finance, American Finance Association, vol. 61(1), pages 105-137, February.
    7. 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.
    8. Paul Hribar & Daniel W. Collins, 2002. "Errors in Estimating Accruals: Implications for Empirical Research," Journal of Accounting Research, Wiley Blackwell, vol. 40(1), pages 105-134, March.
    9. Orie E. Barron & Donal Byard & Lihong Liang, 2013. "Analyst Pessimism and Forecast Timing," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 40(5-6), pages 719-739, June.
    10. Kothari, S. P., 2001. "Capital markets research in accounting," Journal of Accounting and Economics, Elsevier, vol. 31(1-3), pages 105-231, September.
    11. Bin Ke & Yong Yu, 2006. "The Effect of Issuing Biased Earnings Forecasts on Analysts' Access to Management and Survival," Journal of Accounting Research, Wiley Blackwell, vol. 44(5), pages 965-999, December.
    12. Mark A. Clatworthy & David A. Peel & Peter F. Pope, 2012. "Are Analysts' Loss Functions Asymmetric?," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 31(8), pages 736-756, December.
    13. Craig W. Holden & Pamela S. Stuerke, 2008. "The Frequency of Financial Analysts' Forecast Revisions: Theory and Evidence about Determinants of Demand for Predisclosure Information," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 35(7-8), pages 860-888.
    14. Louis K. C. Chan & Josef Lakonishok & Theodore Sougiannis, 2001. "The Stock Market Valuation of Research and Development Expenditures," Journal of Finance, American Finance Association, vol. 56(6), pages 2431-2456, December.
    15. Givoly, Dan & Lakonishok, Josef, 1980. "Financial analysts' forecasts of earnings : Their value to investors," Journal of Banking & Finance, Elsevier, vol. 4(3), pages 221-233, September.
    16. Imhoff, Ea & Lobo, Gj, 1984. "Information-Content Of Analysts Composite Forecast Revisions," Journal of Accounting Research, Wiley Blackwell, vol. 22(2), pages 541-554.
    17. Basu, Sudipta & Markov, Stanimir, 2004. "Loss function assumptions in rational expectations tests on financial analysts' earnings forecasts," Journal of Accounting and Economics, Elsevier, vol. 38(1), pages 171-203, December.
    18. 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.
    19. AltInkIlIç, Oya & Hansen, Robert S., 2009. "On the information role of stock recommendation revisions," Journal of Accounting and Economics, Elsevier, vol. 48(1), pages 17-36, October.
    20. 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.
    21. Frankel, Richard & Kothari, S.P. & Weber, Joseph, 2006. "Determinants of the informativeness of analyst research," Journal of Accounting and Economics, Elsevier, vol. 41(1-2), pages 29-54, April.
    22. Bartov, Eli & Bodnar, Gordon M, 1994. "Firm Valuation, Earnings Expectations, and the Exchange-Rate Exposure Effect," Journal of Finance, American Finance Association, vol. 49(5), pages 1755-1785, December.
    23. 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.
    24. Low, Rand Kwong Yew & Tan, Enoch, 2016. "The role of analyst forecasts in the momentum effect," International Review of Financial Analysis, Elsevier, vol. 48(C), pages 67-84.
    25. Lewellen, Jonathan, 2010. "Accounting anomalies and fundamental analysis: An alternative view," Journal of Accounting and Economics, Elsevier, vol. 50(2-3), pages 455-466, December.
    26. Hirshleifer, David & Kewei Hou & Teoh, Siew Hong & Yinglei Zhang, 2004. "Do investors overvalue firms with bloated balance sheets?," Journal of Accounting and Economics, Elsevier, vol. 38(1), pages 297-331, December.
    27. Marcus L. Caylor & Theodore E. Christensen & Peter M. Johnson & Thomas J. Lopez, 2015. "Analysts’ and Investors’ Reactions to Consistent Earnings Signals," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 42(9-10), pages 1041-1074, November.
    28. 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.
    29. Campbell, Sean D. & Sharpe, Steven A., 2009. "Anchoring Bias in Consensus Forecasts and Its Effect on Market Prices," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 44(2), pages 369-390, April.
    30. David Hirshleifer, 2001. "Investor Psychology and Asset Pricing," Journal of Finance, American Finance Association, vol. 56(4), pages 1533-1597, August.
    31. Arthur Kraft & Andrew J. Leone & Charles E. Wasley, 2007. "Regression‐Based Tests of the Market Pricing of Accounting Numbers: The Mishkin Test and Ordinary Least Squares," Journal of Accounting Research, Wiley Blackwell, vol. 45(5), pages 1081-1114, December.
    32. 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.
    33. X. Frank Zhang, 2006. "Information Uncertainty and Analyst Forecast Behavior," Contemporary Accounting Research, John Wiley & Sons, vol. 23(2), pages 565-590, June.
    34. Siew Hong Teoh & T. J. Wong, 2002. "Why New Issues and High-Accrual Firms Underperform: The Role of Analysts' Credulity," The Review of Financial Studies, Society for Financial Studies, vol. 15(3), pages 869-900.
    35. Hirshleifer, David & Teoh, Siew Hong, 2003. "Limited attention, information disclosure, and financial reporting," Journal of Accounting and Economics, Elsevier, vol. 36(1-3), pages 337-386, December.
    36. William Beaver & Bradford Cornell & Wayne R. Landsman & Stephen R. Stubben, 2008. "The Impact of Analysts' Forecast Errors and Forecast Revisions on Stock Prices," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 35(5‐6), pages 709-740, June.
    37. Gintschel, Andreas & Markov, Stanimir, 2004. "The effectiveness of Regulation FD," Journal of Accounting and Economics, Elsevier, vol. 37(3), pages 293-314, September.
    38. Stickel, Se, 1990. "Predicting Individual Analyst Earnings Forecasts," Journal of Accounting Research, Wiley Blackwell, vol. 28(2), pages 409-417.
    39. Craig W. Holden & Pamela S. Stuerke, 2008. "The Frequency of Financial Analysts' Forecast Revisions: Theory and Evidence about Determinants of Demand for Predisclosure Information," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 35(7‐8), pages 860-888, September.
    40. Simon Hussain, 1996. "Over-Reaction by Security Market Analysts: The Impact of Broker Status and Firm Size," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 23(9-10), pages 1223-1244, December.
    41. Lim, Tiong Kiong & Kong, Hwee Chi, 2004. "New evidence on price impact of analyst forecast revisions," International Review of Financial Analysis, Elsevier, vol. 13(2), pages 161-190.
    42. Mendenhall, Rr, 1991. "Evidence On The Possible Underweighting Of Earnings-Related Information," Journal of Accounting Research, Wiley Blackwell, vol. 29(1), pages 170-179.
    43. 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.
    44. 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.
    45. 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.
    46. Scott Richardson & Siew Hong Teoh & Peter D. Wysocki, 2004. "The Walk†down to Beatable Analyst Forecasts: The Role of Equity Issuance and Insider Trading Incentives," Contemporary Accounting Research, John Wiley & Sons, vol. 21(4), pages 885-924, December.
    47. Chan, Louis K C & Jegadeesh, Narasimhan & Lakonishok, Josef, 1996. "Momentum Strategies," Journal of Finance, American Finance Association, vol. 51(5), pages 1681-1713, December.
    48. Kross, William J. & Suk, Inho, 2012. "Does Regulation FD work? Evidence from analysts' reliance on public disclosure," Journal of Accounting and Economics, Elsevier, vol. 53(1), pages 225-248.
    49. 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.
    50. 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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