“…Previous research addressed the relationships between crime in urban settings and physical and environmental variables such as altitude and slope (Breetzke, 2012), temperature and weather conditions (Anderson & Anderson, 1984;Butke & Sheridan, 2010;Carlsmith & Anderson, 1979;Cohn & Rotton, 2000;DeFronzo, 1984;Field, 1992;Salleh et al, 2012;Sorg & Taylor, 2011), vegetation (Donovan & Prestemon, 2012;Kuo & Sullivan, 2001;Troy, Grove, & O'Neil-Dunne, 2012;Wolfe & Mennis, 2012), land use (Kurtz, Koons, & Taylor, 1998;Wilcox, Quisenberry, Cabrera, & Jones, 2004), nighttime lighting (Weeks, 2003), and the spatial pattern of the built environment (Browning et al, 2010;Foster, GilesCorti, & Knuiman, 2010;Shu & Huang, 2003;Taylor & Harrell, 1996). Cerdá et al (2012) found reduced violence outcomes in some neighborhoods of Medellin, Colombia, that were the focus of an urban development plan that included a transportation system and public space improvements such as additional lighting, new pedestrian bridges and street paths, a library park, and buildings for schools and recreational centers.…”