“…1.1 Analysts' use of valuation models Unsurprisingly, analyst's behavior has caught the attention of many academic studies. It is widely recognized that the stock market reacts to analysts' revisions of earnings forecasts (Givoly and Lakonishok, 1979;Stickel, 1991Stickel, , 1992Gleason and Lee, 2003;Hilary and Hsu, 2013), analysts' stock recommendations (Womack, 1996;Loh and Stulz, 2011;Bradley et al, 2014;Kudryavtsev, 2019;Berkman and Yang, 2019) and target prices (Bilinski et al, 2013;Bradshaw et al, 2013Bradshaw et al, , 2019Da et al, 2016). It is also documented that analysts' forecasts are superior to time-series models (Fried and Givoly, 1982;Brown et al, 1987a;Givoly et al, 2009;Bradshaw et al, 2012) and analysts' forecasts are often used as a proxy for market expectations in capital markets research (Fried and Givoly, 1982;Brown et al, 1987b;Hughes et al, 2008;So, 2013;Ashton and Trinh, 2018;Kim, 2018).…”