We assess several aspects of analysts' forecasting performance for stocks included in Business Week's annual list of 100 “hot-growth” companies. We find that analysts underestimate earnings on average before stocks are included in the list, and that they tend to overestimate them afterward....

While there has been a growing interest in the role that company affect plays in investment decisions, there have been few empirical examinations of the issue. The specific purpose of this article is to provide empirical evidence of whether an individual investor's affect towards a company...

We examine the value of expert picks published by SmartMoney, a popular investment periodical. Most can be described as ‘hot' stocks – those that have experienced run-ups in price prior to publication. These stocks subsequently underperform the market by 0.45% per month in the six-month...

Social media has become a popular venue for individuals to share the results of their own analysis on financial securities. This paper investigates the extent to which investor opinions transmitted through social media predict future stock returns and earnings surprises. We conduct textual...