Parch Corn Creek is a stream located in Scott County, Tennessee. It appears on the Barthell SW USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 833.24 feet (253.97 m) above sea level. The nearest populated place is Elva (historical), approximately 2.3 miles to the NE.