White Oak Hollow is a valley located in Juniata County, Pennsylvania. It appears on the Millerstown USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 579.11 feet (176.51 m) above sea level. The nearest populated place is East Salem, approximately 1.4 miles to the N.