Bailey Hollow is a valley located in Breathitt County, Kentucky. It appears on the Jackson USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 742.03 feet (226.17 m) above sea level. The nearest populated place is Jackson, approximately 0.3 miles to the E.