Horton's music usually encompassed folk ballads based on American historic themes and legend. He had two successes in 1960 with both "Sink the Bismarck" and "North to Alaska," the latter utilized over the opening credits to the John Wayne film of the same name. Horton died in November 1960 at the peak of his fame in a traffic collision, less than two years after his breakthrough. Horton is a member of the Rockabilly Hall of Fame and the Louisiana Music Hall of Fame.