Hailey Branch is a stream located in Decatur County, Tennessee. It appears on the Thurman USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 386.43 feet (117.78 m) above sea level. The nearest populated place is Pleasant Grove, approximately 0.7 miles to the NE.