Jordan is the fourth of five children. He has two older brothers, Larry Jordan and James R. Jordan, Jr., one older sister, Deloris, and a younger sister, Roslyn. Jordan's brother James retired in 2006 as the Command Sergeant Major of the 35th Signal Brigade of the XVIII Airborne Corps in the U.S. Army.