He continued to be involved in politics, and in 1932, 1936, 1940, and 1944, Cox supported and campaigned for the presidential candidacies of his former running mate Franklin D. Roosevelt, unlike the other losing Democratic presidential candidates of the time John W. Davis and Al Smith. In 1933, Cox was appointed by Roosevelt to the U.S. delegation to the failed London Economic Conference.
