Pedestrian safety is alarming worldwide, and it well validated that distracted walking/crossing involving mobile phone use would significantly compromise pedestrian safety. Some existing studies demonstrated pedestrians spend more time to cross street, miss safe opportunities pay less attention the road environment, etc. As a result, they are likely be hit by an oncoming vehicle. Specifically, ...