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Affiliated mutual funds and analyst optimism

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  • Massimo Guidolin
  • Simona Mola

Abstract

Prior studies have shown that investment banking affiliations place pressure on analysts to produce optimistic recommendations on the investment bank?s stock-clients. Our analysis of a large sample of recommendations issued from 1995 through 2003 indicates that a mutual fund affiliation also affects analysts? research. That is, analysts are likely to look favorably at stocks held by the affiliated mutual funds. Controlling for a variety of factors including the investment banking affiliation, we find that the greater the portfolio weight of a stock for the affiliated mutual funds, the more optimistic the analyst rating becomes when compared to the consensus. Reputation partly restrains the optimism of analyst recommendations. In fact, the presence of other institutional investors as shareholders of the recommended stocks curbs analyst optimism. Nevertheless, from 1999 through 2001, star analysts report the most optimism when they recommend stocks in the portfolios of affiliated mutual funds.

Suggested Citation

  • Massimo Guidolin & Simona Mola, 2007. "Affiliated mutual funds and analyst optimism," Working Papers 2007-017, Federal Reserve Bank of St. Louis.
  • Handle: RePEc:fip:fedlwp:2007-017
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    as
    1. 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.
    2. Krigman, Laurie & Shaw, Wayne H. & Womack, Kent L., 2001. "Why do firms switch underwriters?," Journal of Financial Economics, Elsevier, vol. 60(2-3), pages 245-284, May.
    3. Mehran, Hamid & Stulz, Rene M., 2007. "The economics of conflicts of interest in financial institutions," Journal of Financial Economics, Elsevier, vol. 85(2), pages 267-296, August.
    4. Obrien, Pc & Bhushan, R, 1990. "Analyst Following And Institutional Ownership," Journal of Accounting Research, Wiley Blackwell, vol. 28, pages 55-76.
    5. Meulbroek, Lisa K, 1992. "An Empirical Analysis of Illegal Insider Trading," Journal of Finance, American Finance Association, vol. 47(5), pages 1661-1699, December.
    6. Grinblatt, Mark & Titman, Sheridan, 1992. "The Persistence of Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 47(5), pages 1977-1984, December.
    7. repec:bla:jfinan:v:53:y:1998:i:5:p:1589-1622 is not listed on IDEAS
    8. Clarke, Jonathan & Khorana, Ajay & Patel, Ajay & Rau, P. Raghavendra, 2007. "The impact of all-star analyst job changes on their coverage choices and investment banking deal flow," Journal of Financial Economics, Elsevier, vol. 84(3), pages 713-737, June.
    9. Grinblatt, Mark & Titman, Sheridan D, 1989. "Mutual Fund Performance: An Analysis of Quarterly Portfolio Holdings," The Journal of Business, University of Chicago Press, vol. 62(3), pages 393-416, July.
    10. Chung, Kee H. & Cho, Seong-Yeon, 2005. "Security analysis and market making," Journal of Financial Intermediation, Elsevier, vol. 14(1), pages 114-141, January.
    11. Jonathan Reuter, 2006. "Are IPO Allocations for Sale? Evidence from Mutual Funds," Journal of Finance, American Finance Association, vol. 61(5), pages 2289-2324, October.
    12. 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.
    13. Daniel J. Bradley & Bradford D. Jordan & Jay R. Ritter, 2008. "Analyst Behavior Following IPOs: The 'Bubble Period' Evidence," The Review of Financial Studies, Society for Financial Studies, vol. 21(1), pages 101-133, January.
    14. Shane A. Corwin & Paul Schultz, 2005. "The Role of IPO Underwriting Syndicates: Pricing, Information Production, and Underwriter Competition," Journal of Finance, American Finance Association, vol. 60(1), pages 443-486, February.
    15. Ohad Kadan & Leonardo Madureira & Rong Wang & Tzachi Zach, 2009. "Conflicts of Interest and Stock Recommendations: The Effects of the Global Settlement and Related Regulations," The Review of Financial Studies, Society for Financial Studies, vol. 22(10), pages 4189-4217, October.
    16. Andrew R. Jackson, 2005. "Trade Generation, Reputation, and Sell‐Side Analysts," Journal of Finance, American Finance Association, vol. 60(2), pages 673-717, April.
    17. Brennan, Michael J & Hughes, Patricia J, 1991. "Stock Prices and the Supply of Information," Journal of Finance, American Finance Association, vol. 46(5), pages 1665-1691, December.
    18. Leland, Hayne E, 1992. "Insider Trading: Should It Be Prohibited?," Journal of Political Economy, University of Chicago Press, vol. 100(4), pages 859-887, August.
    19. James, Christopher & Karceski, Jason, 2006. "Investor monitoring and differences in mutual fund performance," Journal of Banking & Finance, Elsevier, vol. 30(10), pages 2787-2808, October.
    20. Michaely, Roni & Womack, Kent L, 1999. "Conflict of Interest and the Credibility of Underwriter Analyst Recommendations," The Review of Financial Studies, Society for Financial Studies, vol. 12(4), pages 653-686.
    21. Alexander Ljungqvist & Christopher Malloy & Felicia Marston, 2009. "Rewriting History," Journal of Finance, American Finance Association, vol. 64(4), pages 1935-1960, August.
    22. Vikram Nanda, 2004. "Family Values and the Star Phenomenon: Strategies of Mutual Fund Families," The Review of Financial Studies, Society for Financial Studies, vol. 17(3), pages 667-698.
    23. Cowen, Amanda & Groysberg, Boris & Healy, Paul, 2006. "Which types of analyst firms are more optimistic?," Journal of Accounting and Economics, Elsevier, vol. 41(1-2), pages 119-146, April.
    24. José‐Miguel Gaspar & Massimo Massa & Pedro Matos, 2006. "Favoritism in Mutual Fund Families? Evidence on Strategic Cross‐Fund Subsidization," Journal of Finance, American Finance Association, vol. 61(1), pages 73-104, February.
    25. 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.
    26. Katrina Ellis & Roni Michaely & Maureen O'Hara, 2000. "When the Underwriter Is the Market Maker: An Examination of Trading in the IPO Aftermarket," Journal of Finance, American Finance Association, vol. 55(3), pages 1039-1074, June.
    27. Daniel J. Bradley & Bradford D. Jordan & Jay R. Ritter, 2003. "The Quiet Period Goes out with a Bang," Journal of Finance, American Finance Association, vol. 58(1), pages 1-36, February.
    28. Ritter, Jay R. & Zhang, Donghang, 2007. "Affiliated mutual funds and the allocation of initial public offerings," Journal of Financial Economics, Elsevier, vol. 86(2), pages 337-368, November.
    29. Massa, Massimo & Rehman, Zahid, 2008. "Information flows within financial conglomerates: Evidence from the banks-mutual funds relation," Journal of Financial Economics, Elsevier, vol. 89(2), pages 288-306, August.
    30. Mola, Simona & Loughran, Tim, 2004. "Discounting and Clustering in Seasoned Equity Offering Prices," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 39(1), pages 1-23, March.
    31. 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.
    32. Paul G. Mahoney, 2004. "Manager-Investor Conflicts in Mutual Funds," Journal of Economic Perspectives, American Economic Association, vol. 18(2), pages 161-182, Spring.
    33. Bhushan, Ravi, 1989. "Firm characteristics and analyst following," Journal of Accounting and Economics, Elsevier, vol. 11(2-3), pages 255-274, July.
    34. Hayes, RM, 1998. "The impact of trading commission incentives on analysts' stock coverage decisions and earnings forecasts," Journal of Accounting Research, Wiley Blackwell, vol. 36(2), pages 299-320.
    35. Tim Loughran & Jay Ritter, 2004. "Why Has IPO Underpricing Changed Over Time?," Financial Management, Financial Management Association, vol. 33(3), Fall.
    36. Patricia C. O'Brien & Maureen F. Mcnichols & Lin Hsiou‐Wei, 2005. "Analyst Impartiality and Investment Banking Relationships," Journal of Accounting Research, Wiley Blackwell, vol. 43(4), pages 623-650, September.
    37. 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.
    38. Kee H. Chung, 2000. "Marketing of Stocks by BrokerageFirms: The Role of Financial Analysts," Financial Management, Financial Management Association, vol. 29(2), Summer.
    39. Jennifer S. Conrad & Kevin M. Johnson & Sunil Wahal, 2001. "Institutional Trading and Soft Dollars," Journal of Finance, American Finance Association, vol. 56(1), pages 397-416, February.
    40. repec:bla:jfinan:v:59:y:2004:i:3:p:1083-1124 is not listed on IDEAS
    41. McNichols, M & O'Brien, PC, 1997. "Self-selection and analyst coverage," Journal of Accounting Research, Wiley Blackwell, vol. 35, pages 167-199.
    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. Stickel, Scott E, 1992. "Reputation and Performance among Security Analysts," Journal of Finance, American Finance Association, vol. 47(5), pages 1811-1836, December.
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