Boulton earned his A.B. degree from William Jewell College in Liberty, Missouri in 1950, and his M.Div.
Bishop Boulton received honorary degrees from Iowa Wesleyan College, Simpson College, Rust College, Westmar College, Mount Union College, Dakota Wesleyan University and Baldwin-Wallace College.