Robert Earl Stevenson was the second child of eight born to the parentage of Isia L. Hurd and Jessie Mae Stevenson Bradford. Robert was born in St. Hedwig, Texas and received his formal education in the public school system. He went on to accept Christ under the leadership of Rev. James Palmer at Jerusalem Baptist Church.