Bailey Lake is a lake located in White County, Arkansas. It appears on the West Point USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 184.25 feet (56.16 m) above sea level. The nearest populated place is Ellen (historical), approximately 1.5 miles to the WNW.