Summer's 1980 The Wanderer album — the inaugural release on Geffen Records — had been certified gold in America although it did not enjoy numerous hit singles as some of her '70s releases had enjoyed. Summer had prepped her next album, I'm a Rainbow — a double set which continued her association with Giorgio Moroder and Pete Bellotte, but David Geffen, compelled by the need for what he considered a guaranteed smash, had shelved I'm a Rainbow and assigned Summer to record an album with producer Quincy Jones. Jones was a much sought-after producer at the time, particularly due to his association with Michael Jackson's album Off the Wall.

"Love Is in Control (Finger on the Trigger)" was the lead single off the Jones' produced album Donna Summer. It was written by Jones and Rod Temperton — who'd also written Jackson's "Rock with You". Summer reports that the recording process for this album was challenging, as she was pregnant at the time and unhappy over I'm a Rainbow' being shelved by Geffen Records.

The single was issued in three different versions: the 7" single release (3:42), the LP version (4:19), and a 12" single version (7:04). The 12" version features a "Dance Remix" on Side One and an "Instrumental Version Featuring Ernie Watts On Sax Solo" on Side Two. Both are remixes by Craig Kostich and Bruce Swedien.

A music video features Donna Summer dancing in a room full of pop art. She wore a black satin outfit to disguise her pregnancy as she was expecting her baby, Amanda Grace. The video also featured clips of Donna dancing during a photo shoot wearing a blue dress.

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