Behavior and Psychological Analysis of Electric Bike Rider Going Straight to Cross the Street at Signal Intersections Xinyu Xie, Yingming Liu, and Yongqing Guo* Abstract As an important part of China’s transportation means, electric vehicles have an important impact on China’s traffic environment and traffic safety, and the straight violation