“…Variables only relating to the events, driver, and vehicles characteristics were used for this study. These variables were selected based on the compilation of previous studies in traffic safety analysis (Abdelwahab & Abdel-Aty, 2003;Chang, Lin, Fung, Hwang, & Doong, 2008;Dahl, 2004;Das, Pande, Abdel-Aty, & Santos, 2008;Eby et al, 2006;Gabany, Plummer, & Grigg, 1997;Harb, Yan, Radwan, & Su 2009;Higgins et al, 2009;Karlaftis & Golias, 2002;Kim et al, 1998;Maze et al, 2006;McGarva, Ramsey, & Shear, 2006;McKnight & Mcknight, 2003;Meuser, Carr, & Ulfarsson, 2008;Mussone et al, 1999;Newgard, 2008;NHTSA, 2007aNHTSA, , 2007bNHTSA, , 2007cNHTSA, , 2007dPlavšić, Klinker, & Bubb, 2010;Shope & Bingham, 2008). Seventeen input variables were selected for this study, and the output variable is the injury occurrence.…”