This is the signature song of Everything But The Girl, a British duo consisting of Ben Watt and Tracey Thorn. They were students at the University of Hull when they met. She was a singer in the pop duo Marine Girls and Ben contributed a photograph to the cover of their LP. They wound up becoming inseparable, forming their own group in 1983 and getting married not long after. The name Everything But The Girl was inspired by an advertising slogan of Turner's Furniture, a popular store in Hull near the university. Watt and Thorn quickly became popular in their native Great Britain and began to gain popularity in the United States in 1990 with the release of the album The Language of Life
, which produced singles that got airtime on VH1. However, their career was almost ended when Watt contracted Churg-Strauss syndrome, an autoimmune disease which can lead to death. Watt ultimately recovered, but the prospect of his death contributed to this song's heartfelt lyrics.
"Missing" was initially a minor hit on the pop charts and a bigger one on the Adult Contemporary charts. In 1995, they gave the song to producer Todd Terry, who remixed if for nightclubs. The new release was a big worldwide hit, ultimately peaking at #2 on the Billboard Hot 100. However, many of the band's fans greatly prefer the original release, which is the version that's usually performed now. They continue to record, but have cut back on performing to raise their children, whom they wish to provide with as much of a normal life as possible, which means keeping them out of the limelight.