Mitzel was born in Lethbridge, Alberta in 1945. He and his wife, June Cole Mitzel, lived in Etzikom, Alberta. They had two children. Mitzel died on March 19, 2017 in Medicine Hat, Alberta from pancreatic cancer, aged 71.