IDEAS home Printed from https://ideas.repec.org/a/eee/jbfina/v154y2023ics0378426623001590.html
   My bibliography  Save this article

Do Hedge Funds Value Sell-Side Analysts Differently?

Author

Listed:
  • Chen, Haosi (Chelsea)
  • Puckett, Andy

Abstract

We provide novel insight into how hedge funds value sell-side analysts’ work product using analysts who are selected to Alpha magazine's All-star analyst research team. Alpha’s rankings are constructed using a methodology identical to its sister publication, Institutional Investor, except that only ballots from hedge funds are tallied. When compared to other institutional investors, hedge funds prefer analysts that provide more frequent earnings forecast and recommendation revisions. Consistent with hedge funds placing a greater value on negative private information, hedge funds favor analysts that provide less optimistic recommendations, issue more recommendation downgrades, and provide lower price targets. We also find that hedge funds exhibit a preference for analysts who systematically change their recommendations in the same direction as prior-quarter hedge fund portfolio activity. This activity is most consistent with analysts using their recommendations to curry favor with hedge fund managers.

Suggested Citation

  • Chen, Haosi (Chelsea) & Puckett, Andy, 2023. "Do Hedge Funds Value Sell-Side Analysts Differently?," Journal of Banking & Finance, Elsevier, vol. 154(C).
  • Handle: RePEc:eee:jbfina:v:154:y:2023:i:c:s0378426623001590
    DOI: 10.1016/j.jbankfin.2023.106960
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0378426623001590
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jbankfin.2023.106960?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. Li, Haitao & Zhang, Xiaoyan & Zhao, Rui, 2011. "Investing in Talents: Manager Characteristics and Hedge Fund Performances," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(1), pages 59-82, February.
    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. Chung, Sung Gon & Kulchania, Manoj & Teo, Melvyn, 2021. "Hedge funds and their prime broker analysts," Journal of Empirical Finance, Elsevier, vol. 62(C), pages 141-158.
    4. Xuemin (Sterling) Yan & Zhe Zhang, 2009. "Institutional Investors and Equity Returns: Are Short-term Institutions Better Informed?," Review of Financial Studies, Society for Financial Studies, vol. 22(2), pages 893-924, February.
    5. Charles Cao & Bing Liang & Andrew W Lo & Lubomir Petrasek, 2018. "Hedge Fund Holdings and Stock Market Efficiency," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 8(1), pages 77-116.
    6. Yong Chen & Zhi Da & Dayong Huang, 2019. "Arbitrage Trading: The Long and the Short of It," Review of Financial Studies, Society for Financial Studies, vol. 32(4), pages 1608-1646.
    7. Call, Andrew C. & Sharp, Nathan Y. & Shohfi, Thomas D., 2021. "Which buy-side institutions participate in public earnings conference calls? Implications for capital markets and sell-side coverage," Journal of Corporate Finance, Elsevier, vol. 68(C).
    8. Alon Brav & Wei Jiang & Frank Partnoy & Randall Thomas, 2008. "Hedge Fund Activism, Corporate Governance, and Firm Performance," Journal of Finance, American Finance Association, vol. 63(4), pages 1729-1775, August.
    9. Bastian von Beschwitz & Sandro Lunghi & Daniel Schmidt, 2022. "Fundamental Arbitrage under the Microscope: Evidence from Detailed Hedge Fund Transaction Data [Leverage, moral hazard, and liquidity]," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 12(1), pages 199-242.
    10. Vikas Agarwal & Wei Jiang & Yuehua Tang & Baozhong Yang, 2013. "Uncovering Hedge Fund Skill from the Portfolio Holdings They Hide," Journal of Finance, American Finance Association, vol. 68(2), pages 739-783, April.
    11. Paul Calluzzo & Fabio Moneta & Selim Topaloglu, 2019. "When Anomalies Are Publicized Broadly, Do Institutions Trade Accordingly?," Management Science, INFORMS, vol. 65(10), pages 4555-4574, October.
    12. Trueman, Brett, 1994. "Analyst Forecasts and Herding Behavior," Review of Financial Studies, Society for Financial Studies, vol. 7(1), pages 97-124.
    13. Ljungqvist, Alexander & Marston, Felicia & Starks, Laura T. & Wei, Kelsey D. & Yan, Hong, 2007. "Conflicts of interest in sell-side research and the moderating role of institutional investors," Journal of Financial Economics, Elsevier, vol. 85(2), pages 420-456, August.
    14. R. David Mclean & Jeffrey Pontiff, 2016. "Does Academic Research Destroy Stock Return Predictability?," Journal of Finance, American Finance Association, vol. 71(1), pages 5-32, February.
    15. 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.
    16. John M. Griffin & Jin Xu, 2009. "How Smart Are the Smart Guys? A Unique View from Hedge Fund Stock Holdings," Review of Financial Studies, Society for Financial Studies, vol. 22(7), pages 2331-2370, July.
    17. Jarrad Harford & Feng Jiang & Rong Wang & Fei Xie, 2019. "Analyst Career Concerns, Effort Allocation, and Firms’ Information Environment," Review of Financial Studies, Society for Financial Studies, vol. 32(6), pages 2179-2224.
    18. Welch, Ivo, 2000. "Herding among security analysts," Journal of Financial Economics, Elsevier, vol. 58(3), pages 369-396, December.
    19. Clement, Michael B., 1999. "Analyst forecast accuracy: Do ability, resources, and portfolio complexity matter?," Journal of Accounting and Economics, Elsevier, vol. 27(3), pages 285-303, July.
    20. Michaely, Roni & Womack, Kent L, 1999. "Conflict of Interest and the Credibility of Underwriter Analyst Recommendations," Review of Financial Studies, Society for Financial Studies, vol. 12(4), pages 653-686.
    21. Truc (Peter) Thuc Do & Huai Zhang, 2020. "Peer Effects among Financial Analysts," Contemporary Accounting Research, John Wiley & Sons, vol. 37(1), pages 358-391, March.
    22. Lily Fang & Ayako Yasuda, 2009. "The Effectiveness of Reputation as a Disciplinary Mechanism in Sell-Side Research," Review of Financial Studies, Society for Financial Studies, vol. 22(9), pages 3735-3777, September.
    23. René M. Stulz, 2007. "Hedge Funds: Past, Present, and Future," Journal of Economic Perspectives, American Economic Association, vol. 21(2), pages 175-194, Spring.
    24. Gilles Hilary & Charles Hsu, 2013. "Analyst Forecast Consistency," Journal of Finance, American Finance Association, vol. 68(1), pages 271-297, February.
    25. William J. Mayew, 2008. "Evidence of Management Discrimination Among Analysts during Earnings Conference Calls," Journal of Accounting Research, Wiley Blackwell, vol. 46(3), pages 627-659, June.
    26. Russell Jame, 2018. "Liquidity Provision and the Cross Section of Hedge Fund Returns," Management Science, INFORMS, vol. 64(7), pages 3288-3312, July.
    27. Cheng, Yingmei & Liu, Mark H. & Qian, Jun, 2006. "Buy-Side Analysts, Sell-Side Analysts, and Investment Decisions of Money Managers," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 41(1), pages 51-83, March.
    28. Alexander Ljungqvist & Felicia Marston & William J. Wilhelm, 2006. "Competing for Securities Underwriting Mandates: Banking Relationships and Analyst Recommendations," Journal of Finance, American Finance Association, vol. 61(1), pages 301-340, February.
    29. Aragon, George O. & Spencer Martin, J., 2012. "A unique view of hedge fund derivatives usage: Safeguard or speculation?," Journal of Financial Economics, Elsevier, vol. 105(2), pages 436-456.
    30. Jiao, Yawen & Massa, Massimo & Zhang, Hong, 2016. "Short selling meets hedge fund 13F: An anatomy of informed demand," Journal of Financial Economics, Elsevier, vol. 122(3), pages 544-567.
    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. Itzhak Ben-David & Francesco Franzoni & Rabih Moussawi, 2012. "Hedge Fund Stock Trading in the Financial Crisis of 2007--2009," Review of Financial Studies, Society for Financial Studies, vol. 25(1), pages 1-54.
    33. Stickel, Scott E, 1992. "Reputation and Performance among Security Analysts," Journal of Finance, American Finance Association, vol. 47(5), pages 1811-1836, December.
    34. Yuyan Guan & Congcong Li & Hai Lu & M. H. Franco Wong, 2019. "Regulations and Brain Drain: Evidence from Wall Street Star Analysts’ Career Choices," Management Science, INFORMS, vol. 65(12), pages 5766-5784, December.
    Full references (including those not matched with items on IDEAS)

    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. Beyer, Anne & Cohen, Daniel A. & Lys, Thomas Z. & Walther, Beverly R., 2010. "The financial reporting environment: Review of the recent literature," Journal of Accounting and Economics, Elsevier, vol. 50(2-3), pages 296-343, December.
    2. Ljungqvist, Alexander & Chang, Yen-Cheng & Tseng, Kevin, 2020. "Do corporate disclosures constrain strategic analyst behavior?," CEPR Discussion Papers 14678, C.E.P.R. Discussion Papers.
    3. Vadim S. Balashov & Zhanel B. DeVides, 2020. "Is Diversification A Job Safety Net For Sell‐Side Analysts?," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 43(3), pages 543-573, August.
    4. Nerissa C. Brown & Kelsey D. Wei & Russ Wermers, 2014. "Analyst Recommendations, Mutual Fund Herding, and Overreaction in Stock Prices," Management Science, INFORMS, vol. 60(1), pages 1-20, January.
    5. Daniel Bradley & Russell Jame & Jared Williams, 2022. "Non‐Deal Roadshows, Informed Trading, and Analyst Conflicts of Interest," Journal of Finance, American Finance Association, vol. 77(1), pages 265-315, February.
    6. Mustafa O. Caglayan & Umut Celiker & Gokhan Sonaer, 2022. "Disagreement between hedge funds and other institutional investors and the cross‐section of expected stock returns," The Financial Review, Eastern Finance Association, vol. 57(3), pages 663-689, August.
    7. 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.
    8. Zhang, Chao & Shrider, David G. & Han, Dun & Wu, Yanran, 2022. "Accurate forecasts attract clients; Biased forecasts keep them happy," International Review of Financial Analysis, Elsevier, vol. 81(C).
    9. Jin, Han & Mazouz, Khelifa & Wu, Yuliang & Xu, Bin, 2023. "Can star analysts make superior coverage decisions in poor information environment?," Journal of Banking & Finance, Elsevier, vol. 146(C).
    10. Mola, Simona & Guidolin, Massimo, 2009. "Affiliated mutual funds and analyst optimism," Journal of Financial Economics, Elsevier, vol. 93(1), pages 108-137, July.
    11. Hu, Jun & Long, Wenbin & Luo, Le & Peng, Yuanhuai, 2021. "Share pledging and optimism in analyst earnings forecasts: Evidence from China," Journal of Banking & Finance, Elsevier, vol. 132(C).
    12. Kong, Dongmin & Lin, Zhiyang & Wang, Yanan & Xiang, Junyi, 2021. "Natural disasters and analysts' earnings forecasts," Journal of Corporate Finance, Elsevier, vol. 66(C).
    13. Chune Young Chung & Euisup Lee & Chang-Gyun Park, 2020. "Do Ownership Ties Increase the Optimistic Bias of Analysts’ Earnings Estimates? Evidence from Corporate Financing in the Korean Market," Sustainability, MDPI, vol. 12(11), pages 1-20, June.
    14. Chatalova, Natalia & How, Janice C.Y. & Verhoeven, Peter, 2016. "Analyst coverage and IPO management forecasts," Journal of Corporate Finance, Elsevier, vol. 39(C), pages 263-277.
    15. K. Hung Chan & Ray R. Wang & Ruixin Wang, 2021. "The Macbeth Factor: The Dark Side of Achievement‐driving Analysts," Abacus, Accounting Foundation, University of Sydney, vol. 57(2), pages 325-361, June.
    16. Ljungqvist, Alexander & Marston, Felicia & Starks, Laura T. & Wei, Kelsey D. & Yan, Hong, 2007. "Conflicts of interest in sell-side research and the moderating role of institutional investors," Journal of Financial Economics, Elsevier, vol. 85(2), pages 420-456, August.
    17. Lauren Cohen & Andrea Frazzini & Christopher J. Malloy, 2012. "Hiring Cheerleaders: Board Appointments of "Independent" Directors," Management Science, INFORMS, vol. 58(6), pages 1039-1058, June.
    18. Vikas Agarwal & Stefan Ruenzi & Florian Weigert, 2018. "Unobserved Performance of Hedge Funds," Working Papers on Finance 1825, University of St. Gallen, School of Finance.
    19. 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.
    20. 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.

    More about this item

    Keywords

    Analyst; Hedge Fund;

    JEL classification:

    • G24 - Financial Economics - - Financial Institutions and Services - - - Investment Banking; Venture Capital; Brokerage
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors

    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:jbfina:v:154:y:2023:i:c:s0378426623001590. 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/jbf .

    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.