Bailey Hollow is a valley located in Cattaraugus County, New York. It appears on the Little Valley USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,512.47 feet (461.00 m) above sea level. The nearest populated place is Shongo, approximately 2.9 miles to the ESE.