“…Hazards in work zones have typically been studied through analyses of historical crash data to identify the factors contributing to the frequency of work zone crashes (Chen and Tarko, 2012;Daniel et al, 2000;Harb et al, 2008;Khattak et al, 2002;Khattak and Targa, 2004;Qi et al, 2013;Venugopal and Tarko, 2000) and their injury severity (Khattak et al, 2002;Khattak and Targa, 2004;Li and Bai, 2008b;Qi et al, 2013). However, the crash data-based approach is often hampered by the lack of detail in official datasets (Chen and Tarko, 2014;Cheng et al, 2012) and the likelihood of under-reporting of work zone crashes (Debnath et al, 2013;Schrock et al, 2004).…”