Barthelmess made several "talkies". He failed to hold on to the star status of his silent movie days. He joined the United States Navy Reserve during World War II. He was a lieutenant commander. He never went back to movies. He died of cancer in 1963. He was 68. He was buried at Ferncliff Cemetery and Mausoleum in Hartsdale, New York.