In his PhD, Muhammad Wisal Khattak focused on developing safety performance functions (SPFs), also known as crash prediction models, for urban roads in Flanders. SPFs are statistical models that predict the crash frequency of a given location. To do so, they quantify the relationship between observed crashes and predictor variables related to traffic, the geometric design features of the road, and the environment for a specific time period.