Annie Clark, aka St. Vincent, told NME that she is particularly partial to this song "because it's quite strange." She explained: "I like the textures and syncopation in that song very much. I'm very fond of it, and of playing it. With 'Chloe..' it needed to sound breathless, right, because it's a song about sex, so it needed to sound high and breathless. It just didn't make sense in my brain any other way! So I had to sing it just a little too high…"
Ronnie Dunn wrote "Boot Scootin' Boogie" before he teamed up with Kix Brooks to form Brooks & Dunn. It was originally recorded by the country group Asleep At The Wheel, but Brooks & Dunn did it themselves when it got its own line dance.