Groundhog Branch is a stream located in McDowell County, West Virginia. It appears on the Bradshaw USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,282.67 feet (390.96 m) above sea level. The nearest populated place is Jolo, approximately 0.3 miles to the SSW.