Winfield is a town in Scott County, Tennessee, United States. Originally named Chitwood in the late 18th century for Revolutionary War hero Captain James Chitwood after his family settled the area extensively, the name was changed following the Civil War due to the family's mixed allegiances. The population was 911 at the 2000 census and 967 at the 2010 census.