Horseshoe Branch is a stream located in Newton County, Arkansas. It appears on the Murray USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,348.09 feet (410.90 m) above sea level. The nearest populated place is Murray, approximately 2.8 miles to the N.