Poorhouse Spring is a spring located in Noxubee County, Mississippi. It appears on the Gholson USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 397.75 feet (121.23 m) above sea level. The nearest populated place is Clearman, approximately 1.0 miles to the ENE.