IDEAS home Printed from https://ideas.repec.org/a/eee/finlet/v29y2019icp162-168.html
   My bibliography  Save this article

The seasonality in sell-side analysts’ recommendations

Author

Listed:
  • Kucheev, Yury O.
  • Sorensson, Tomas

Abstract

We examine whether highly reputed sell-side analysts (Stars) account for stock market seasonality in their forecasts. Extensive research has documented that seasonality exists in the stock market, and in their quest to become Stars, analysts may consider seasonality when they issue recommendations. We find that both Star and Non-Star analysts are highly optimistic in May, which contradicts the adage “Sell in May and go away”. Detailed analyses reveal that optimism cycles are related to the calendar of companies’ earnings announcements rather than market-specific effects. When they issue recommendations, analysts tend not to consider three well-known seasonal effects that we investigate.

Suggested Citation

  • Kucheev, Yury O. & Sorensson, Tomas, 2019. "The seasonality in sell-side analysts’ recommendations," Finance Research Letters, Elsevier, vol. 29(C), pages 162-168.
  • Handle: RePEc:eee:finlet:v:29:y:2019:i:c:p:162-168
    DOI: 10.1016/j.frl.2018.07.001
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1544612318300114
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.frl.2018.07.001?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. Doron Kliger & Andrey Kudryavtsev, 2014. "Out of the blue: mood maintenance hypothesis and seasonal effects on investors' reaction to news," Quantitative Finance, Taylor & Francis Journals, vol. 14(4), pages 629-640, April.
    2. Boris Groysberg & Paul M. Healy & David A. Maber, 2011. "What Drives Sell‐Side Analyst Compensation at High‐Status Investment Banks?," Journal of Accounting Research, Wiley Blackwell, vol. 49(4), pages 969-1000, September.
    3. Lily Fang & Chunmei Lin & Yuping Shao, 2018. "School Holidays and Stock Market Seasonality," Financial Management, Financial Management Association International, vol. 47(1), pages 131-157, March.
    4. 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.
    5. Matti Keloharju & Juhani T. Linnainmaa & Peter Nyberg, 2016. "Return Seasonalities," Journal of Finance, American Finance Association, vol. 71(4), pages 1557-1590, August.
    6. repec:bla:jfinan:v:58:y:2003:i:5:p:1933-1968 is not listed on IDEAS
    7. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    8. Huang, Joshua & Mujtaba Mian, G. & Sankaraguruswamy, Srinivasan, 2009. "The value of combining the information content of analyst recommendations and target prices," Journal of Financial Markets, Elsevier, vol. 12(4), pages 754-777, November.
    9. 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.
    10. Sven Bouman & Ben Jacobsen, 2002. "The Halloween Indicator, "Sell in May and Go Away": Another Puzzle," American Economic Review, American Economic Association, vol. 92(5), pages 1618-1635, December.
    11. Dowling, Michael & Lucey, Brian M., 2008. "Robust global mood influences in equity pricing," Journal of Multinational Financial Management, Elsevier, vol. 18(2), pages 145-164, April.
    12. 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.
    13. Kelly, Patrick J. & Meschke, Felix, 2010. "Sentiment and stock returns: The SAD anomaly revisited," Journal of Banking & Finance, Elsevier, vol. 34(6), pages 1308-1326, June.
    14. Terence Lim, 2001. "Rationality and Analysts' Forecast Bias," Journal of Finance, American Finance Association, vol. 56(1), pages 369-385, February.
    15. Barber, Brad M. & De George, Emmanuel T. & Lehavy, Reuven & Trueman, Brett, 2013. "The earnings announcement premium around the globe," Journal of Financial Economics, Elsevier, vol. 108(1), pages 118-138.
    16. 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.
    17. Steven D. Dolvin & Mark K. Pyles, 2007. "Seasonal affective disorder and the pricing of IPOs," Review of Accounting and Finance, Emerald Group Publishing Limited, vol. 6(2), pages 214-228, May.
    18. Heston, Steven L. & Sadka, Ronnie, 2008. "Seasonality in the cross-section of stock returns," Journal of Financial Economics, Elsevier, vol. 87(2), pages 418-445, February.
    19. Stefano Bonini & Laura Zanetti & Roberto Bianchini & Antonio Salvi, 2010. "Target Price Accuracy in Equity Research," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 37(9‐10), pages 1177-1217, November.
    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. Karmaziene, Egle, 2023. "The greater the volume, the greater the analyst," Finance Research Letters, Elsevier, vol. 51(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. Hirshleifer, David & Jiang, Danling & DiGiovanni, Yuting Meng, 2020. "Mood beta and seasonalities in stock returns," Journal of Financial Economics, Elsevier, vol. 137(1), pages 272-295.
    2. Adam Zaremba & Jacob Koby Shemer, 2018. "Price-Based Investment Strategies," Springer Books, Springer, number 978-3-319-91530-2, December.
    3. Wagner, Moritz & Lee, John Byong-Tek & Margaritis, Dimitris, 2022. "Mutual fund flows and seasonalities in stock returns," Journal of Banking & Finance, Elsevier, vol. 144(C).
    4. Li, Fengyun & Zhang, Huacheng & Zheng, Dazhi, 2018. "Seasonality in the cross section of stock returns: Advanced markets versus emerging markets," Journal of Empirical Finance, Elsevier, vol. 49(C), pages 263-281.
    5. 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.
    6. Mei-Chen Lin, 2020. "When analysts encounter lottery-like stocks: lottery-like stocks and analyst stock recommendations," Review of Quantitative Finance and Accounting, Springer, vol. 55(1), pages 327-353, July.
    7. Jan Klobucnik & Daniel Kreutzmann & Soenke Sievers & Stefan Kanne, 2012. "To buy or not to buy? The value of contradictory analyst signals," Cologne Graduate School Working Paper Series 03-03, Cologne Graduate School in Management, Economics and Social Sciences.
    8. Long, Huaigang & Chiah, Mardy & Zaremba, Adam & Umar, Zaghum, 2024. "Changes in shares outstanding and country stock returns around the world," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 90(C).
    9. Keloharju, Matti & Linnainmaa, Juhani T. & Nyberg, Peter, 2021. "Are return seasonalities due to risk or mispricing?," Journal of Financial Economics, Elsevier, vol. 139(1), pages 138-161.
    10. Zaremba, Adam, 2019. "Cross-sectional seasonalities in international government bond returns," Journal of Banking & Finance, Elsevier, vol. 98(C), pages 80-94.
    11. Yuan Li, 2022. "Mood Beta, Sentiment and Stock Returns in China," SAGE Open, , vol. 12(1), pages 21582440221, February.
    12. Chen, An-Sing & Chang, Chong-Chuo & Cheng, Lee-Young & Tu, Hsing-Yu, 2016. "Do analysts cater to investor beliefs via target prices," International Review of Economics & Finance, Elsevier, vol. 44(C), pages 232-252.
    13. Astaiza-Gómez, José Gabriel, 2021. "The Effects of Investors' Information Acquisition On Sell-Side Analysts Forecast Bias," MPRA Paper 110059, University Library of Munich, Germany.
    14. Guo, Shuxin & Yuan, Yue & Ma, Feng, 2022. "Cross-sectional seasonalities and seasonal reversals: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 82(C).
    15. Stefan Kanne & Jan Klobucnik & Daniel Kreutzmann & Soenke Sievers, 2012. "To buy or not to buy? The value of contradictory analyst signals," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 26(4), pages 405-428, December.
    16. Zhang, Cherry Y. & Jacobsen, Ben, 2021. "The Halloween indicator, “Sell in May and Go Away”: Everywhere and all the time," Journal of International Money and Finance, Elsevier, vol. 110(C).
    17. Zhu, Zhaobo & Ding, Wenjie & Jin, Yi & Shen, Dehua, 2023. "Dissecting the idiosyncratic volatility puzzle: A fundamental analysis approach," Research in International Business and Finance, Elsevier, vol. 66(C).
    18. Mercik, Aleksander & Cupriak, Daniel & Zaremba, Adam, 2023. "Factor seasonalities: International and further evidence," Finance Research Letters, Elsevier, vol. 58(PA).
    19. Sean Cleary & Jonathan Jona & Gladys Lee & Joshua Shemesh, 2020. "Underlying risk preferences and analyst risk‐taking behavior," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 47(7-8), pages 949-981, July.
    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.

    More about this item

    Keywords

    Seasonality in stock prices; Target prices; Sell-side analyst recommendations; Star analysts;
    All these keywords.

    JEL classification:

    • G1 - Financial Economics - - General Financial Markets
    • G2 - Financial Economics - - Financial Institutions and Services

    Statistics

    Access and download statistics

    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:finlet:v:29:y:2019:i:c:p:162-168. 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/frl .

    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.