Groundhog Creek is a stream located in Cocke County, Tennessee. It appears on the Hartford USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,219.71 feet (371.77 m) above sea level. The nearest populated place is Bluffton, approximately 0.0 miles to the SE.