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Does Investor Recognition Predict Returns?


Andriy Bodnaruk


University of Notre Dame - Mendoza College of Business

Per Östberg


University of Zurich - Department of Banking and Finance; Swiss Finance Institute

March 2008


Abstract:     
Merton (1987) shows that stocks that not all investors are informed about should yield a return premium. This premium depends on the shadow cost of incomplete information which in turn is composed of the shareholder base, relative market size and idiosyncratic risk. Utilizing a comprehensive database of investor shareholdings, we demonstrate that stock returns are positively related to the shadow cost. Also in line with Merton, we find that the shareholder base is negatively related to returns when controlling for size and idiosyncratic risk. Zero-cost portfolios based on the shadow cost / shareholder base yield substantial trading profits which are either uncorrelated or have negative correlation with the market and are only modestly explained by the four factor model.

Number of Pages in PDF File: 37

Keywords: Investor recognition, asset pricing, incomplete information

JEL Classification: G11, G12

working papers series


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Date posted: December 30, 2004 ; Last revised: August 8, 2008

Suggested Citation

Bodnaruk, Andriy and Östberg, Per, Does Investor Recognition Predict Returns? (March 2008). Available at SSRN: http://ssrn.com/abstract=641342 or http://dx.doi.org/10.2139/ssrn.641342

Contact Information

Andriy Bodnaruk (Contact Author)
University of Notre Dame - Mendoza College of Business ( email )
Notre Dame, IN 46556-5646
United States
Per Östberg
University of Zurich - Department of Banking and Finance ( email )
Plattenstrasse 14
CH-8032 Zurich, Zurich 8032
Switzerland
+41 44 6342956 (Phone)
Swiss Finance Institute ( email )
c/o University of Geneve
40, Bd du Pont-d'Arve
1211 Geneva, CH-6900
Switzerland
Feedback to SSRN (Beta)


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