“…In the literature, many studies (Francoeur et al,2012;Datta et al, 2013;Chiu, et al,2013;Kangarluei et al, 2011;Essid, 2012;Caton et al,2011;He et al, 2011Degeorge et al, 2013Hansen, 2010;Liu et al, 2014;Sun et al, 2014) related to earnings management focus only on identifying related factors that can significantly affect earnings management. However, these factors have not been used directly to forecast the level of earnings management in advance (Tsai & Chiou, 2009).…”