Catherine Creek is a stream located in Bartholomew County, Indiana. It appears on the Columbus USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 629.92 feet (192.00 m) above sea level. The nearest populated place is Corn Brook, approximately 2.3 miles to the NE.