“…The majority of these studies used count models when estimating the number of crashes (Vogt & Bared, 1998, Oh, et al, 2004, Xu, et al 2011, Xu, et al 2014 whilst Shultz, et al (2010), used multiple linear regression to predict the crash. There were two types of approaches shown from these studies when analyzing the effect of access points on crashes near intersections: (1) they used a specific distance from the center of intersection and analyzed effect of all crashes on access points within the distance (Vogt & Bared, 1998, Oh, et al 2004, Schultz, et al, 2010, (2) they used the distance between the first access point to the intersection (i.e., corner clearance) and analyzed the number of crashes (Xu, et al 2011, Xu, et al 2014, Le, et al 2018. The two types of intersection controls being analyzed from the previous studies were signalized intersection and stop-controlled intersection.…”