 McBurney served as an elder in the Quinter congregation of the Reformed Presbyterian Church of North America, and his father and his son Kenneth (who survived him) both served as ministers in the same denomination.His father, too, was long-lived, being the oldest minister in the denomination at his death.He held multiple Masters athletics world records for track and field events for his age level.