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Buy-side Analysts, Sell-side Analysts, and Fund Performance: Theory and Evidence

Yingmei Cheng
Florida State University - College of Business

Mark H. Liu
University of Kentucky - Gatton College of Business and Economics

Jun Qian
Boston College - Finance Department; University of Pennsylvania - Wharton Financial Institutions Center; China Academy of Financial Research (CAFR)


March 2004

13th Annual Utah Winter Finance Conference

Abstract:     
We examine the role of financial analysts in helping fund managers make better investment decisions. First, we model how a fund manager utilizes reports on a stock produced by two analysts: a biased sell-side analyst who works for an outside brokerage firm, and an unbiased buy-side analyst who is employed by the fund. The fund manager's action is based on her optimal weighting of the two reports. We demonstrate that the optimal weight put on the buy-side analyst's report increases when the quality of the buy-side analyst's signal on the stock increases, or when the quality of the sell-side analyst's signal decreases, or when the sell-side analyst's degree of bias increases, or when the uncertainty in the bias of the sell-side analyst increases. Second, using a unique data set of U.S. equity funds, we find, consistent with our model, that fund managers rely more on buy-side research relative to sell-side and other research, when: 1) sell-side analysts' coverage on the stocks held by the fund decreases, 2) the average error in sell-side analysts' earnings forecasts on these stocks increases; 3) the size of assets under fund management is larger; and 4) the fund offers performance-based fees. Finally, we find that fund performance improves when the buy-side analysts are more experienced, or when the fund's reliance on buy-side research increases.

Keywords: buy-side analyst, sell-side analyst, bias, earnings forecasts, excess return

JEL Classifications: G2, D8, G1

Working Paper Series

Date posted: February 26, 2003 ; Last revised: September 11, 2009

Suggested Citation

Cheng, Yingmei, Liu, Mark H. and Qian, Jun, Buy-side Analysts, Sell-side Analysts, and Fund Performance: Theory and Evidence (March 2004). 13th Annual Utah Winter Finance Conference. Available at SSRN: http://ssrn.com/abstract=383060 or doi:10.2139/ssrn.383060


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Contact Information

Jun Qian (Contact Author)
Boston College - Finance Department ( email )
Wallace E. Carroll School of Management
330 Fulton Hall
Chestnut Hill, MA 02467
United States
617-552-3145 (Phone)
617-552-0431 (Fax)
HOME PAGE: http://www2.bc.edu/~qianju
University of Pennsylvania - Wharton Financial Institutions Center ( email )
2306 Steinberg Hall-Dietrich Hall
Philadelphia, PA 19104
United States
HOME PAGE: http://fic.wharton.upenn.edu/fic/
China Academy of Financial Research (CAFR)
1954 Huashan Road
Shanghai P.R.China, 200030 China

Yingmei Cheng
Florida State University - College of Business ( email )
423 Rovetta Business Building
Tallahassee, FL 32306-1110
United States
Mark H. Liu
University of Kentucky - Gatton College of Business and Economics ( email )
Lexington, KY 40506
United States
859-257-9842 (Phone)
859-257-9688 (Fax)
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References: 25
Citations: 5

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