(…) was riding his Segway while walking his dog (…) when he reversed the Segway to allow a fellow dog walker to get past him, he fell from a nearby cliff (…)

Distraction + overconfidence it seems.
Also, had he been on foot, he would have felt the cliff and avoided the accident.