Blue Spring Branch is a stream located in Independence County, Arkansas. It appears on the Bethesda USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 269.03 feet (82.00 m) above sea level. The nearest populated place is O'Neal, approximately 0.4 miles to the SE.