Spencer Hollow is a valley located in Grainger County, Tennessee. It appears on the Luttrell USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 903.47 feet (275.38 m) above sea level. The nearest populated place is Lea Springs, approximately 1.5 miles to the NW.