On October 12, 2011, Pope Benedict XVI appointed Durocher as Archbishop of Gatineau, Quebec. Archbishop Durocher was installed on November 30, 2011. He participated in the Third Extraordinary General Assembly of the Synod of Bishops, where he advocated the ordination of women to the diaconate.