It combined the then popular "Western song" craze (exemplified by Johnny Mercer's "I'm an Old Cowhand") with the big-band boogie-woogie fad.
This fusion incorporated the widespread appeal of Western songs, as seen in Johnny Mercer's "I'm an Old Cowhand," and the rising popularity of big-band boogie-woogie music.