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The time‐varying performance of UK analyst recommendation revisions: Do market conditions matter?

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  • Chen Su
  • Hanxiong Zhang
  • Robert S. Hudson

Abstract

This study examines the time‐varying performance of investment strategies following analyst recommendation revisions in the UK stock market, with specific emphasis on the impact of changing market conditions. We find a negative relationship between the recommendation performance and market conditions as measured in terms of past market return and market volatility. In particular, the upgrade (downgrade) portfolio generates significantly positive (negative) net abnormal returns in bad market conditions (e.g., the dot‐com bubble burst in 2000 and the credit crisis in 2007), but not in other periods of time. Moreover, our non‐temporal threshold regression analysis shows that the reported negative relationship disappears when market conditions become better, i.e., when the past market return (market volatility) is higher (lower) than a certain level, indicating the importance of taking non‐linearity into account in the long sample period as examined in this study. Our time‐series bootstrap simulations further confirm that the superior recommendation performance in bad market conditions is not due to random chance; analysts have certain skills in making valuable up/downward revisions in bad markets.

Suggested Citation

  • Chen Su & Hanxiong Zhang & Robert S. Hudson, 2020. "The time‐varying performance of UK analyst recommendation revisions: Do market conditions matter?," Financial Markets, Institutions & Instruments, John Wiley & Sons, vol. 29(2), pages 65-89, May.
    • Handle: RePEc:wly:finmar:v:29:y:2020:i:2:p:65-89
    DOI: 10.1111/fmii.12126
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    as
    1. Donald B. Keim & Ananth Madhavan, 1998. "The Cost of Institutional Equity Trades," Financial Analysts Journal, Taylor & Francis Journals, vol. 54(4), pages 50-69, July.
    2. Womack, Kent L, 1996. "Do Brokerage Analysts' Recommendations Have Investment Value?," Journal of Finance, American Finance Association, vol. 51(1), pages 137-167, March.
    3. Marcin Kacperczyk & Amit Seru, 2007. "Fund Manager Use of Public Information: New Evidence on Managerial Skills," Journal of Finance, American Finance Association, vol. 62(2), pages 485-528, April.
    4. Roger K. Loh & René M. Stulz, 2011. "When Are Analyst Recommendation Changes Influential?," The Review of Financial Studies, Society for Financial Studies, vol. 24(2), pages 593-627.
    5. Grossman, Sanford J & Stiglitz, Joseph E, 1980. "On the Impossibility of Informationally Efficient Markets," American Economic Review, American Economic Association, vol. 70(3), pages 393-408, June.
    6. Green, T. Clifton, 2006. "The Value of Client Access to Analyst Recommendations," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 41(1), pages 1-24, March.
    7. Nicholas Bloom, 2009. "The Impact of Uncertainty Shocks," Econometrica, Econometric Society, vol. 77(3), pages 623-685, May.
    8. Li, Xi, 2005. "The persistence of relative performance in stock recommendations of sell-side financial analysts," Journal of Accounting and Economics, Elsevier, vol. 40(1-3), pages 129-152, December.
    9. Jegadeesh, Narasimhan & Kim, Woojin, 2006. "Value of analyst recommendations: International evidence," Journal of Financial Markets, Elsevier, vol. 9(3), pages 274-309, August.
    10. Jushan Bai & Pierre Perron, 1998. "Estimating and Testing Linear Models with Multiple Structural Changes," Econometrica, Econometric Society, vol. 66(1), pages 47-78, January.
    11. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    12. Bruce E. Hansen, 2000. "Sample Splitting and Threshold Estimation," Econometrica, Econometric Society, vol. 68(3), pages 575-604, May.
    13. 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.
    14. Gonzalo, Jesus & Pitarakis, Jean-Yves, 2002. "Estimation and model selection based inference in single and multiple threshold models," Journal of Econometrics, Elsevier, vol. 110(2), pages 319-352, October.
    15. Dimson, Elroy & Fraletti, Paulo, 1986. "Brokers' Recommendations: The Value of a Telephone Tip," Economic Journal, Royal Economic Society, vol. 96(381), pages 139-159, March.
    16. Charles Goodhart & Dirk Schoenmaker, 2016. "The Global Investment Banks are now all Becoming American: Does that Matter for Europeans?," Journal of Financial Regulation, Oxford University Press, vol. 2(2), pages 163-181.
    17. Lily Fang & Ayako Yasuda, 2014. "Are Stars’ Opinions Worth More? The Relation Between Analyst Reputation and Recommendation Values," Journal of Financial Services Research, Springer;Western Finance Association, vol. 46(3), pages 235-269, December.
    18. Jin Woo Chang & Hae Mi Choi, 2017. "Analyst Optimism and Incentives under Market Uncertainty," The Financial Review, Eastern Finance Association, vol. 52(3), pages 307-345, August.
    19. Narasimhan Jegadeesh & Woojin Kim, 2010. "Do Analysts Herd? An Analysis of Recommendations and Market Reactions," The Review of Financial Studies, Society for Financial Studies, vol. 23(2), pages 901-937, February.
    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.
    21. Vijay Kumar Chopra, 1998. "Why So Much Error in Analysts' Earnings Forecasts?," Financial Analysts Journal, Taylor & Francis Journals, vol. 54(6), pages 35-42, November.
    22. FranÁois Derrien & Kent L. Womack, 2003. "Auctions vs. Bookbuilding and the Control of Underpricing in Hot IPO Markets," The Review of Financial Studies, Society for Financial Studies, vol. 16(1), pages 31-61.
    23. Trueman, Brett, 1994. "Analyst Forecasts and Herding Behavior," The Review of Financial Studies, Society for Financial Studies, vol. 7(1), pages 97-124.
    24. 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.
    25. Hjalmarsson, Erik, 2010. "Predicting Global Stock Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(1), pages 49-80, February.
    26. Timmermann, Allan & Granger, Clive W. J., 2004. "Efficient market hypothesis and forecasting," International Journal of Forecasting, Elsevier, vol. 20(1), pages 15-27.
    27. 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.
    28. Boni, Leslie & Womack, Kent L., 2006. "Analysts, Industries, and Price Momentum," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 41(1), pages 85-109, March.
    29. Shen, Chung-Hua & Chih, Hsiang-Lin, 2009. "Conflicts of Interest in the Stock Recommendations of Investment Banks and Their Determinants," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 44(5), pages 1149-1171, October.
    30. Hall, Jason L. & Tacon, Paul B., 2010. "Forecast accuracy and stock recommendations," Journal of Contemporary Accounting and Economics, Elsevier, vol. 6(1), pages 18-33.
    31. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    32. Donald B. Keim & Ananth Madhavan, "undated". "The Cost of Institutional Equity Trades," Rodney L. White Center for Financial Research Working Papers 08-98, Wharton School Rodney L. White Center for Financial Research.
    33. Ryan, Paul & Taffler, Richard J., 2006. "Do brokerage houses add value? The market impact of UK sell-side analyst recommendation changes," The British Accounting Review, Elsevier, vol. 38(4), pages 371-386.
    34. Kenneth Merkley & Roni Michaely & Joseph Pacelli, 2017. "Does the Scope of the Sell-Side Analyst Industry Matter? An Examination of Bias, Accuracy, and Information Content of Analyst Reports," Journal of Finance, American Finance Association, vol. 72(3), pages 1285-1334, June.
    35. Robert Kosowski & Allan Timmermann & Russ Wermers & Hal White, 2006. "Can Mutual Fund “Stars” Really Pick Stocks? New Evidence from a Bootstrap Analysis," Journal of Finance, American Finance Association, vol. 61(6), pages 2551-2595, December.
    36. Emery, Douglas R. & Li, Xi, 2009. "Are the Wall Street Analyst Rankings Popularity Contests?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 44(2), pages 411-437, April.
    37. Cuthbertson, Keith & Nitzsche, Dirk & O'Sullivan, Niall, 2008. "UK mutual fund performance: Skill or luck?," Journal of Empirical Finance, Elsevier, vol. 15(4), pages 613-634, September.
    38. 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.
    39. repec:bla:jfinan:v:59:y:2004:i:3:p:1083-1124 is not listed on IDEAS
    40. 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.
    41. repec:fth:pennfi:68 is not listed on IDEAS
    42. 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.
    43. Ivkovic, Zoran & Jegadeesh, Narasimhan, 2004. "The timing and value of forecast and recommendation revisions," Journal of Financial Economics, Elsevier, vol. 73(3), pages 433-463, September.
    44. Mark J. Flannery & Aris A. Protopapadakis, 2002. "Macroeconomic Factors Do Influence Aggregate Stock Returns," The Review of Financial Studies, Society for Financial Studies, vol. 15(3), pages 751-782.
    45. Brad Barber & Reuven Lehavy & Maureen McNichols & Brett Trueman, 2003. "Reassessing the Returns to Analysts' Stock Recommendations," Financial Analysts Journal, Taylor & Francis Journals, vol. 59(2), pages 88-96, March.
    46. William P. Forbes & Áine Murphy & Cormac O'Keeffe & Chen Su, 2020. "Are financial analysts eager postmen of bubble psychology? Evidence in the United Kingdom," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 25(1), pages 120-137, January.
    47. Daniel Bradley & Sinan Gokkaya & Xi Liu, 2017. "Before an Analyst Becomes an Analyst: Does Industry Experience Matter?," Journal of Finance, American Finance Association, vol. 72(2), pages 751-792, April.
    48. Dimson, Elroy & Marsh, Paul R, 1984. "An Analysis of Brokers' and Analysts' Unpublished Forecasts of UK Stock Returns," Journal of Finance, American Finance Association, vol. 39(5), pages 1257-1292, December.
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