“…Using their investor sentiment index, Baker and Wurgler demonstrate a negative association between beginning-ofthe-period sentiment and subsequent stock returns for firms that are difficult to value, specifically, small firms, young firms, high stock return volatility firms, non-profitable firms, non-dividend paying firms, and extreme growth firms. Traditionally, research on investor sentiment focused on examining alternative measures of investor sentiment (e.g., Chan & Fong, 2004;Joseph, Wintoki, & Zhang, 2011;Neal & Wheatley, 1998;Schmeling, 2009;Tetlock, 2007) and on factors that affect the relationship between investor sentiment and the distribution of stock returns (e.g., Berger & Turtle, 2012;Chung, Hung, & Yeh, 2012;Fong & Toh, 2014;Hengelbrock, Theissen, & Westheide, 2013). Of more relevance to this study is research on the relationship between investor sentiment and the characteristics of analysts' forecasts and recommendations.…”