Bailey Field is a area located in Clearfield County, Pennsylvania. It appears on the Elliott Park USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,004.88 feet (611.09 m) above sea level. The nearest populated place is Anderson Creek, approximately 2.2 miles to the NNE.