Bailey Branch is a stream located in Hardin County, Tennessee. It appears on the Milledgeville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 364.17 feet (111.00 m) above sea level. The nearest populated place is Box Elder, approximately 1.3 miles to the SW.