Pope Pius XI appointed Bishop Beckman Archbishop of Dubuque on January 17, 1930. Beckman shepherded the church through the Great Depression and World War II. During his tenure as archbishop the St. Vincent de Paul Society, the Holy Name Societies, National Catholic Rural Life Conference, Conference on Industrial Relations, and the Catholic Youth Organization grew with his support. The Catholic Student's Mission Crusade, which he founded while in Cincinnati, held its 1935 convention in Dubuque. In 1939 the archdiocese's Columbia College in Dubuque was renamed Loras College in honor of Dubuque's first bishop, Mathias Loras. Beckman began a campaign against swing music in 1938. He made headlines when he spoke before the National Council of Catholic Women in October and openly denounced it as "a degenerated musical system... turned loose to gnaw away the moral fiber of young people" which would lead one down "primrose path to Hell." Beckman adopted a pacifist stance in the years before World War II. He wrote an open letter to Senator William Borah of Idaho encouraging him in his efforts to maintain American neutrality. At a rally on October 20, 1939, Beckman supported noted radio priest Father Charles Coughlin in his stand for peace. The next week he went on the radio with Coughlin and said that the Communists wanted the U.S. to enter the war so that worn out by the war, it would be more susceptible to communist thought. He made numerous speeches against U.S. involvement in the war until Pearl Harbor was attacked by the Japanese. Impressed with Catholic culture he had seen in Europe, Beckman began to collect fine art pieces starting with a small collection of artifacts belonging to Father William Kessler at Columbia Academy in Dubuque. He had placed a number of art pieces in a museum that was created at Columbia College with the assistance of the Midwest Antiquarian Association. This collection had included works of some of the best artists over the past few centuries including Winslow Horner, Rembrandt, Rubens, and Van Dyck. The collection was estimated to be worth 1.5 million dollars. In 1936 Archbishop Beckman was introduced to the idea of investing borrowed money in gold mines by Phillip Suetter of California. He perhaps thought that he could gain funds to further his art collection. Instead Beckman had involved the archdiocese in what turned out to be a dubious gold mine scheme. Beckman signed promissory notes on behalf of the archdiocese, which caused financial problems for the archdiocese when the scheme fell apart and Suetter was arrested. President Franklin Roosevelt directed the FBI to investigate Beckman to determine the extent of his involvement in this financial scheme, not because of Beckman's opposition to the president as some believed. Soon the holders of the notes began demanding repayment. Most of Beckman's collection was sold to pay off the notes. The cost to the archdiocese was over half a million dollars. As a result of all of Beckman's problems, Bishop Henry Rohlman of Davenport was transferred to Dubuque to serve as coadjutor archbishop and apostolic administrator. Beckman was allowed to retain his title as Archbishop of Dubuque, but it was made clear to him that actual authority rested with Rohlman.