As a senator, Schwellenbach led the supporters of Franklin D. Roosevelt's New Deal legislation in the Senate.
Schwellenbach was one of the few national figures to support Truman in his uphill battle for renomination against Governor Lloyd C. Stark in Missouri's Democratic Senate primary in 1940.