This slice of cheesy electro pop was written by Ronson and The Drums vocalist Jonathan Pierce. It features the vocals of Miike Snow front man Andrew Wyatt and former Pipettes vocalist Rose Elinor Dougall.
Unlike Ronson's previous album, Version, Record Collection comprises original material. Dougall told the NME: "I wasn't keen to just sing a cover, but I was always aware Mark wanted to do something different to before."
Kacey Musgraves originally offered "Follow Your Arrow" to her friend Katy Perry. However, Perry thought Musgraves should record the song herself as it seemed, "like something that you would totally say."
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.