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What Makes a Stock Risky? Evidence from Sell-Side Analysts' Risk Ratings

Daphne Lui
ESSEC Business School

Stanimir Markov
University of Texas at Dallas - School of Management

Ane Tamayo
London Business School


September 12, 2006


Abstract:     
We examine the determinants and the informativeness of financial analysts' risk ratings using a large sample of research reports issued by Salomon Smith Barney, now Citigroup. We find that the cross-sectional variation in risk ratings is largely explained by variables commonly viewed as risk proxies such as idiosyncratic risk, size, book-to-market and leverage. In addition, earnings-based measures of risk such as earnings quality and accounting losses also contribute to explaining the cross-sectional variation in the risk ratings. Finally, we document that the risk ratings can be used to predict future return volatility after controlling for other predictors of future volatility. We conclude that analysts play an important role as providers of information about investment risk.

Keywords: Risk, mispricing, volatility, financial analysts, information

JEL Classifications: G14, G29, M41

Working Paper Series

Date posted: February 02, 2005 ; Last revised: September 18, 2006

Suggested Citation

Lui, Daphne, Markov, Stanimir and Tamayo, Ane Miren, What Makes a Stock Risky? Evidence from Sell-Side Analysts' Risk Ratings (September 12, 2006). Available at SSRN: http://ssrn.com/abstract=654504 or doi:10.2139/ssrn.654504


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Contact Information

Ane Miren Tamayo (Contact Author)
London Business School ( email )
Sussex Place
Regent's Park
London NW1 4SA
United Kingdom
020 7262 5050 (Phone)
Daphne Lui
ESSEC Business School ( email )
Av Bernard Hirsch
Cergy-Pontoise 95021 France
Stanimir Markov
University of Texas at Dallas - School of Management ( email )
P.O. Box 830688
Richardson, TX 75083-0688
United States
972 883 4426 (Phone)
972 883 6811 (Fax)
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