During his service in the Far East, Harrison was a candidate for the Democratic nomination in the 1920 presidential election. He lost the nomination to Governor of Ohio James M. Cox at the Democratic National Convention in San Francisco, who eventually lost to the Republican candidate Warren G. Harding.