Leatherwood Hollow is a valley located in Claiborne County, Tennessee. It appears on the Ausmus USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,011.97 feet (308.45 m) above sea level. The nearest populated place is Collins Mill, approximately 0.5 miles to the E.