Rice resigned his New Zealand bishopric in 2014 to stand for election as provisional bishop of the Episcopal Diocese of San Joaquin in California. He was duly elected and was then formally seated as provisional bishop on March 29, 2014.[6] On March 4, 2017, he was elected as diocesan bishop of the Episcopal Diocese of San Joaquin, having been the only nominee.[7]