 In 1938, Hancock was recruited by President Franklin D. Roosevelt to challenge incumbent Democratic Senator Robert R. Reynolds in the Democratic primary.Hancock was unsuccessful, losing by a fairly wide margin.He later served in several posts in the Roosevelt administration, including as administrator of the Farm Security Administration.