Joe Mill Creek is a stream located in Grainger County, Tennessee. It appears on the Howard Quarter USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,045.21 feet (318.58 m) above sea level. The nearest populated place is Idol, approximately 1.8 miles to the SSE.