“…More specifically, pedestrians predict the behavior of vehicles (Level 3) based on their perception of vehicle and road features (Level 1) and their comprehension of the situation (Level 2). Vehicle features may include speed and distance (Brewer, Fitzpatrick, Turner, Whitacre, & Lord, 2005;Kadali & Vedagiri, 2013;Yannis, Papadimitriou, & Theofilatos, 2013) as well as cues provided by the driver inside the vehicle, such as eye contact and gestures (Habibovic, Andersson, Nilsson, Malmsten Lundgren, & Nilsson, 2016;Keferböck & Riener, 2015;Kitazaki & Myhre, 2015). Situation awareness, crossing decisions, and crossing behaviors of pedestrians are also influenced by environmental and individual factors (see the top of Fig.…”