Mitchell Hill is a island located in Polk County, Tennessee. It appears on the Caney Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 884.12 feet (269.48 m) above sea level. The nearest populated place is Parksville, approximately 2.5 miles to the W.