While in the Senate, DeBoe served as chairman to the Committee on Indian Depredations and the Committee to Establish the University of the United States. He was a delegate from Kentucky to the 1912 Republican National Convention. Ten years later he served as the postmaster of Marion, Kentucky from 1923 to 1927. He died in Marion and was interred in Maple View Cemetery.