Bananarama "Long Train Running (Single & Video)"

Bananarama's version appeared on their fifth studio album Pop Life in 1991 and was released as the album's third single in the UK. The group discovered the song when they were browsing through the record collection of Youth, producer of the Pop Life album. They needed one more song recorded to complete Pop Life and decided to go with a cover version. The song reached No. 10 in Portugal, No. 18 in Ireland and No. 30 in the UK.

Bananarama's music video features them dressed in black Spanish dresses eating at a decadent feast and performing the song on a large bed in a Spanish castle. Bananarama's then-manager Hilary Shaw appears on the feast scene. The video was directed by Nick Egan.