Running Water Creek is a stream located in Ripley County, Missouri. It appears on the Handy USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 569.39 feet (173.55 m) above sea level. The nearest populated place is Barren (historical), approximately 3.2 miles to the N.