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The market reaction to analyst stock recommendation and earnings forecast consistency: International evidence

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  • Barniv, Ran Ron
  • Chen, Min
  • Li, We

Abstract

Using a large international sample from 81 counties, this paper examines the incremental effects of recommendation–forecast consistency on the market reactions to revisions in stock recommendations and earnings forecasts. We define analysts’ stock recommendations and earnings forecasts as consistent if both are above or below their respective consensus, and inconsistent otherwise. We hypothesize and find that recommendation-forecast consistency adds incremental positive effects to the market reaction to analysts’ stock recommendation revisions and their earnings forecast revisions for our international sample. Moreover, the incremental positive effects exist in both strong and weak investor protection countries, with the effects being greater in strong-investor protection countries than in weak-investor protection countries. Finally, International Financial Reporting Standards (IFRS) adoption significantly enhances these incremental positive effects.

Suggested Citation

  • Barniv, Ran Ron & Chen, Min & Li, We, 2020. "The market reaction to analyst stock recommendation and earnings forecast consistency: International evidence," Journal of International Accounting, Auditing and Taxation, Elsevier, vol. 39(C).
    • Handle: RePEc:eee:jiaata:v:39:y:2020:i:c:s1061951820300185
    DOI: 10.1016/j.intaccaudtax.2020.100317
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    as
    1. Altınkılıç, Oya & Hansen, Robert S. & Ye, Liyu, 2016. "Can analysts pick stocks for the long-run?," Journal of Financial Economics, Elsevier, vol. 119(2), pages 371-398.
    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. Frankel, Richard & Lee, Charles M. C., 1998. "Accounting valuation, market expectation, and cross-sectional stock returns," Journal of Accounting and Economics, Elsevier, vol. 25(3), pages 283-319, June.
    4. Marina Balboa & J. Carlos Gómez‐Sala & Germán López‐Espinosa, 2009. "The Value of Adjusting the Bias in Recommendations: International Evidence," European Financial Management, European Financial Management Association, vol. 15(1), pages 208-230, January.
    5. Ole‐Kristian Hope, 2003. "Disclosure Practices, Enforcement of Accounting Standards, and Analysts' Forecast Accuracy: An International Study," Journal of Accounting Research, Wiley Blackwell, vol. 41(2), pages 235-272, May.
    6. Ran Barniv & Ole†Kristian Hope & Mark Myring & Wayne B. Thomas, 2010. "International Evidence on Analyst Stock Recommendations, Valuations, and Returns," Contemporary Accounting Research, John Wiley & Sons, vol. 27(4), pages 1131-1167, December.
    7. Womack, Kent L, 1996. "Do Brokerage Analysts' Recommendations Have Investment Value?," Journal of Finance, American Finance Association, vol. 51(1), pages 137-167, March.
    8. La Porta, Rafael & Florencio Lopez-de-Silanes & Andrei Shleifer & Robert W. Vishny, 1997. "Legal Determinants of External Finance," Journal of Finance, American Finance Association, vol. 52(3), pages 1131-1150, July.
    9. Malcolm Baker & Jeffrey Wurgler, 2006. "Investor Sentiment and the Cross‐Section of Stock Returns," Journal of Finance, American Finance Association, vol. 61(4), pages 1645-1680, August.
    10. De George, Emmanuel T. & Li, Xi & Shivakumar, Lakshmanan, 2016. "A review of the IFRS adoption literature," LSE Research Online Documents on Economics 67599, London School of Economics and Political Science, LSE Library.
    11. Haller, Axel & Wehrfritz, Martin, 2013. "The impact of national GAAP and accounting traditions on IFRS policy selection: Evidence from Germany and the UK," Journal of International Accounting, Auditing and Taxation, Elsevier, vol. 22(1), pages 39-56.
    12. Rafael La Porta & Florencio Lopez-de-Silanes & Andrei Shleifer & Robert W. Vishny, 1998. "Law and Finance," Journal of Political Economy, University of Chicago Press, vol. 106(6), pages 1113-1155, December.
    13. Francis, J & Soffer, L, 1997. "The relative informativeness of analysts' stock recommendations and earnings forecast revisions," Journal of Accounting Research, Wiley Blackwell, vol. 35(2), pages 193-211.
    14. Sudipta Basu & LeeSeok Hwang & Ching‐Lih Jan, 1998. "International Variation in Accounting Measurement Rules and Analysts’ Earnings Forecast Errors," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 25(9‐10), pages 1207-1247, November.
    15. Leuz, Christian & Nanda, Dhananjay & Wysocki, Peter D., 2003. "Earnings management and investor protection: an international comparison," Journal of Financial Economics, Elsevier, vol. 69(3), pages 505-527, September.
    16. John S. Howe & Emre Unlu & Xuemin (Sterling) Yan, 2009. "The Predictive Content of Aggregate Analyst Recommendations," Journal of Accounting Research, Wiley Blackwell, vol. 47(3), pages 799-821, June.
    17. Andreas Charitou & Irene Karamanou & Anastasia Kopita, 2018. "Are analyst stock recommendation revisions more informative in the post†IFRS period?," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 45(1-2), pages 115-139, January.
    18. Hodgdon, Christopher & Hughes, Susan B., 2016. "The effect of corporate governance, auditor choice and global activities on EU company disclosures of estimates and judgments," Journal of International Accounting, Auditing and Taxation, Elsevier, vol. 26(C), pages 28-46.
    19. Kane, Alex & Lee, Young Ki & Marcus, Alan, 1984. "Earnings and Dividend Announcements: Is There a Corroboration Effect?," Journal of Finance, American Finance Association, vol. 39(4), pages 1091-1099, September.
    20. Mingyi Hung & Xi Li & Shiheng Wang, 2015. "Post-Earnings-Announcement Drift in Global Markets: Evidence from an Information Shock," The Review of Financial Studies, Society for Financial Studies, vol. 28(4), pages 1242-1283.
    21. Hodgdon, Christopher & Tondkar, Rasoul H. & Harless, David W. & Adhikari, Ajay, 2008. "Compliance with IFRS disclosure requirements and individual analysts’ forecast errors," Journal of International Accounting, Auditing and Taxation, Elsevier, vol. 17(1), pages 1-13.
    22. Bandyopadhyay, Sati P. & Brown, Lawrence D. & Richardson, Gordon D., 1995. "Analysts' use of earnings forecasts in predicting stock returns: Forecast horizon effects," International Journal of Forecasting, Elsevier, vol. 11(3), pages 429-445, September.
    23. Mikhail, Michael B. & Walther, Beverly R. & Willis, Richard H., 2004. "Do security analysts exhibit persistent differences in stock picking ability?," Journal of Financial Economics, Elsevier, vol. 74(1), pages 67-91, October.
    24. Moshirian, Fariborz & Ng, David & Wu, Eliza, 2009. "The value of stock analysts' recommendations: Evidence from emerging markets," International Review of Financial Analysis, Elsevier, vol. 18(1-2), pages 74-83, March.
    25. Lynn Rees & K. Sivaramakrishnan, 2007. "The Effect of Meeting or Beating Revenue Forecasts on the Association between Quarterly Returns and Earnings Forecast Errors," Contemporary Accounting Research, John Wiley & Sons, vol. 24(1), pages 259-290, March.
    26. Cascino, Stefano & Gassen, Joachim, 2015. "What drives the comparability effect of mandatory IFRS adoption?," LSE Research Online Documents on Economics 57682, London School of Economics and Political Science, LSE Library.
    27. Giannetti, Mariassunta & Koskinen, Yrjö, 2010. "Investor Protection, Equity Returns, and Financial Globalization," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(1), pages 135-168, February.
    28. Andrew R. Jackson, 2005. "Trade Generation, Reputation, and Sell‐Side Analysts," Journal of Finance, American Finance Association, vol. 60(2), pages 673-717, April.
    29. Daniel Arand & Alexander Kerl & Andreas Walter, 2015. "When Do Sell†side Analyst Reports Really Matter? Shareholder Protection, Institutional Investors and the Informativeness of Equity Research," European Financial Management, European Financial Management Association, vol. 21(3), pages 524-555, June.
    30. Dechow, Patricia M. & Hutton, Amy P. & Sloan, Richard G., 1999. "An empirical assessment of the residual income valuation model1," Journal of Accounting and Economics, Elsevier, vol. 26(1-3), pages 1-34, January.
    31. Narasimhan Jegadeesh & Joonghyuk Kim & Susan D. Krische & Charles M. C. Lee, 2004. "Analyzing the Analysts: When Do Recommendations Add Value?," Journal of Finance, American Finance Association, vol. 59(3), pages 1083-1124, June.
    32. Ran Barniv & Mark J. Myring & Wayne B. Thomas, 2005. "The Association between the Legal and Financial Reporting Environments and Forecast Performance of Individual Analysts," Contemporary Accounting Research, John Wiley & Sons, vol. 22(4), pages 727-758, December.
    33. Ahmed, Kamran & Chalmers, Keryn & Khlif, Hichem, 2013. "A Meta-analysis of IFRS Adoption Effects," The International Journal of Accounting, Elsevier, vol. 48(2), pages 173-217.
    34. Houqe, Muhammad Nurul & Easton, Samuel & van Zijl, Tony, 2014. "Does mandatory IFRS adoption improve information quality in low investor protection countries?," Journal of International Accounting, Auditing and Taxation, Elsevier, vol. 23(2), pages 87-97.
    35. Hongping Tan & Shiheng Wang & Michael Welker, 2011. "Analyst Following and Forecast Accuracy After Mandated IFRS Adoptions," Journal of Accounting Research, Wiley Blackwell, vol. 49(5), pages 1307-1357, December.
    36. Brown, Lawrence D. & Higgins, Huong N., 2005. "Managers' forecast guidance of analysts: International evidence," Journal of Accounting and Public Policy, Elsevier, vol. 24(4), pages 280-299.
    37. Brad Barber & Reuven Lehavy & Maureen McNichols & Brett Trueman, 2001. "Can Investors Profit from the Prophets? Security Analyst Recommendations and Stock Returns," Journal of Finance, American Finance Association, vol. 56(2), pages 531-563, April.
    38. Andreas Simon & Asher Curtis, 2011. "The Use of Earnings Forecasts in Stock Recommendations: Are Accurate Analysts More Consistent?," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 38(1-2), pages 119-144, January.
    39. Joanne Horton & George Serafeim & Ioanna Serafeim, 2013. "Does Mandatory IFRS Adoption Improve the Information Environment?," Contemporary Accounting Research, John Wiley & Sons, vol. 30(1), pages 388-423, March.
    40. Louis, Henock & Robinson, Dahlia, 2005. "Do managers credibly use accruals to signal private information? Evidence from the pricing of discretionary accruals around stock splits," Journal of Accounting and Economics, Elsevier, vol. 39(2), pages 361-380, June.
    41. 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.
    42. Stefano Cascino & Joachim Gassen, 2012. "Comparability Effects of Mandatory IFRS Adoption," SFB 649 Discussion Papers SFB649DP2012-009, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany.
    43. Bradshaw, Mark T. & Richardson, Scott A. & Sloan, Richard G., 2006. "The relation between corporate financing activities, analysts' forecasts and stock returns," Journal of Accounting and Economics, Elsevier, vol. 42(1-2), pages 53-85, October.
    44. Xi Li & Mingyi Hung & Shiheng Wang, 2015. "Post-Earnings-Announcement Drift in Global Markets: Evidence from an Information Shock," HKUST IEMS Working Paper Series 2015-17, HKUST Institute for Emerging Market Studies, revised Mar 2015.
    45. Emmanuel T. De George & Xi Li & Lakshmanan Shivakumar, 2016. "A review of the IFRS adoption literature," Review of Accounting Studies, Springer, vol. 21(3), pages 898-1004, September.
    46. Audrey Wen†Hsin Hsu & Hamid Pourjalali, 2015. "The Impact of IAS No. 27 on the Market's Ability to Anticipate Future Earnings," Contemporary Accounting Research, John Wiley & Sons, vol. 32(2), pages 789-813, June.
    47. Loh, Roger K. & Mian, G. Mujtaba, 2006. "Do accurate earnings forecasts facilitate superior investment recommendations?," Journal of Financial Economics, Elsevier, vol. 80(2), pages 455-483, May.
    48. Boris Groysberg & Paul Healy & George Serafeim & Devin Shanthikumar, 2013. "The Stock Selection and Performance of Buy-Side Analysts," Management Science, INFORMS, vol. 59(5), pages 1062-1075, May.
    49. A. G. Kerl & T. Pauls, 2014. "Analyst herding and investor protection: a cross-country study," Applied Financial Economics, Taylor & Francis Journals, vol. 24(8), pages 533-542, April.
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