Here’s an article that debunks received wisdom about “distracted walking.” The results of a study appear to exonerate distracted pedestrians as the cause of vehicular accidents, but caution against complacency.
https://www.curbed.com/2018/6/21/17477026/distracted-walking-pedestrian-deaths-crosswalk