McDougald grew up in Statesboro, Georgia. In World War II, McDougald served in the United States Navy in the Pacific Theater, then returned to Emory University to complete his degree.
McDougald's upbringing took place in Statesboro, Georgia. His military service during World War II involved fighting in the Pacific Theater before he returned to Emory University to complete his academic pursuits.