Who is the Loser?: Stock Performance after Securities Analyst 's Rating Downgrades ? A Data Mining Approach ?

Abstract

We investigate characteristics of firms that lose market value in the post-downgrade period by securities analyst. We found higher pre-downgrade volatility is strongly associated with the negative return in the post-downgrade period. Among high volatility firms, small capitalization stocks and stocks with inferior sentiment are more likely to underperform.