Written by Steve Glen, Mike Burns and Dave Most, it was the group's third single and their third UK top 20 hit.

[1] "One of Those Nights" featured on the group's debut album, Bucks Fizz, which was released two weeks earlier.

The Montreal Gazette singled this song out for praise calling it "stunning" and commended its use of "full four-part harmony as its main theme".

[3] David Van Day of the pop duo, Dollar stated that they were offered the song some months earlier, but declined it.

Its lead vocal was performed by member Bobby G. Unlike their other releases, the group didn't record a Promotional Video for this single.