The album was produced by Amir Bayyan, brother of Khalis Bayyan and Robert Bell, and member of Kool & the Gang, who was hired after Joe Jackson, La Toya's father and then-manager, heard his tapes. Jackson recorded the album sporadically over a six-month period. The album features a plethora of musical guests, including Shalamar's Howard Hewett and reggae-pop group Musical Youth on the title track, musicians from Kool & the Gang on several tracks throughout the album, and collaborations with her siblings, including Marlon, Janet, and Tito, who co-produced the track "Frustration".