Harrison stated that the leaders of the United States during World War II had surrendered to Joseph Stalin at the Quebec, Tehran, Yalta, and Potsdam conferences. On February 15, 1951, he was one of over one hundred Republican members of Congress that signed a declaration demanding Congressional participation in foreign policy.