He has received the Distinguished Eagle Scout Award from the Boy Scouts of America (BSA), given to Eagle Scouts for distinguished career achievement. He is a member of BSA's Order of the Arrow (OA) and as a youth was on the OA ceremonies team. He is a resident of Albany, Georgia, where he is a member of the Mount Zion Baptist Church. Bishop is a Life Member of Kappa Alpha Psi fraternity, initiated at Morehouse's Pi chapter. Bishop is a Shriner and 33° Mason.