Hatfield is a graduate of the University of Arkansas, where he starred at defensive back for the 1964 Arkansas Razorbacks football team that won a share of the national championship. Among his teammates were such pro football luminaries as Jimmy Johnson and Jerry Jones. He is a member of the Sigma Chi Fraternity.