Bailey Spring is a spring located in Sevier County, Tennessee. It appears on the Douglas Dam USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 929.21 feet (283.22 m) above sea level. The nearest populated place is Beech Springs, approximately 1.3 miles to the N.