“…Table 2 reports the descriptive statistics of the dependent variables by operator and quality of the road design. There has been significant interest on the relation between road accidents and traffic conditions such as traffic flows (Martin, 2002;Lord et al, 2005a;Anastasopoulos and Mannering, 2009), traffic mix (Albalate, 2011;Castillo-Manzano et al, 2016) and speed of driving (Nilsson, 2004;Pei et al, 2012;Quddus, 2013). On the one hand, most studies reveal a positive relationship between accidents and traffic flow and traffic mix (Wang et al, 2013).…”