Bailey Hollow is a valley located in Houston County, Tennessee. It appears on the Ellis Mills USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 539.07 feet (164.31 m) above sea level. The nearest populated place is Yellow Creek, approximately 1.5 miles to the ENE.