 Upon his return from war, he attended Middle Tennessee State University where he graduated in 1927.Harvill moved to Murfreesboro, Tennessee to become an assistant professor of history at Austin Peay State University.After a few years, he fought in World War II, and upon his return Harvill was named the next president of Austin Peay.