Along with Dixon, Farmer opposed conscription during World War I. During the Conscription Crisis of 1917, he was nominated by the Anti-Conscription League to contest the federal riding of Winnipeg Centre in the 1917 federal election. He withdrew from the contest so as not to split the anti-conscriptionist vote between a Laurier Liberal and himself.