 Okie was born in Camden, New Jersey, to Dr. Richardson B. and Clara Mickle Okie.He grew up in Chester County, Pennsylvania, graduated from the architecture program at the University of Pennsylvania in 1897, and briefly studied in Europe.He gained practical experience from a summer (1896) spent with William L. Price.