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Ratings Changes, Ratings Levels, and the Predictive Value of Analysts' Recommendations

Brad M. Barber
University of California at Davis

Reuven Lehavy
University of Michigan - Stephen M. Ross School of Business

Brett Trueman
University of California, Los Angeles - Anderson School of Management



Financial Management, Forthcoming

Abstract:     
We show that abnormal returns to analysts’ recommendations stem from both the ratings levels assigned as well as the changes in those ratings. Conditional on the ratings change, buy and strong buy recommendations have greater returns than do holds, sells, and strong sells. Conditional on the ratings level, upgrades earn the highest returns and downgrades the lowest. We also find that both ratings levels and changes predict future unexpected earnings and the associated market reaction. Our results imply that (a) investment returns may be enhanced by conditioning on both recommendation levels and changes, (b) the predictive power of analysts’ recommendations reflects, at least partially, analysts’ ability to generate valuable private information, and (c) some inconsistency exists between analysts’ ratings and the formal ratings definitions issued by securities firms.

Keywords: analysts, ratings, recommendations, changes, levels, returns

JEL Classifications: G12, G14, G23, G24, G29, M41

Accepted Paper Series

Date posted: December 24, 2007 ; Last revised: September 18, 2009

Suggested Citation

Barber, Brad M., Lehavy, Reuven and Trueman, Brett, Ratings Changes, Ratings Levels, and the Predictive Value of Analysts' Recommendations (September 14, 2009). Financial Management, Forthcoming. Available at SSRN: http://ssrn.com/abstract=1077733


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Contact Information

Brett Trueman (Contact Author)
University of California, Los Angeles - Anderson School of Management ( email )
110 Westwood Plaza
Los Angeles, CA 90095-1481
United States
310-825-4720 (Phone)
310-267-2193 (Fax)
Brad M. Barber
University of California at Davis ( email )
Room 131, AOB IV One Shields Avenue
Davis, CA 95616
United States
530-752-0512 (Phone)
530-752-2924 (Fax)
Reuven Lehavy
University of Michigan - Stephen M. Ross School of Business ( email )
701 Tappan Street
Ann Arbor, MI 48109
United States
734-763-1508 (Phone)
734-936-0282 (Fax)
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