Ditch Bay is a swamp located in Bladen County, North Carolina. It appears on the Elizabethtown North USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 54.87 feet (16.72 m) above sea level. The nearest populated place is Suttons Corner, approximately 3.2 miles to the SW.