After the end of the Coolidge Administration, New retired from active business pursuits and resided in Washington, D.C. In 1933, he was appointed a United States Commissioner to the Century of Progress Exposition in Chicago, Illinois. He died in Baltimore, Maryland, on May 9, 1937, and was interred in Crown Hill Cemetery in Indianapolis.