"Missing You" is a song by American singer Mary J. Blige. It was written and produced by Babyface for her third studio album Share My World (1997). In the United Kingdom, the song was released as the album's third single where it reached number 19 on the UK Singles Chart. "Missing You" features singer Shanice in background vocals and talks about a woman in dilemma over a relationship with a man that she at first claimed she "wasn't in love" with but then finds herself "thinking about him all the time" and her missing him.
Larry Flick of Billboard wrote, "Blige previews her forthcoming live opus, "The Tour", with a tune she cut with Babyface for her most recent disc, "Share My World". Available here in concert and studio form, the song deftly illustrates two notably different sides of La Blige. In its original form, she is the picture of quiet strength, letting producer/writer Babyface drive the pleading ballad to radio-friendly effect. In a live setting, Bilge unleashes a white-knuckled intensity that no producer has fully captured yet. She rips through the song with a fervor that is reminiscent of a young Gladys Knight, breathing tangible subtext into every syllable. Also, the live arrangement breaks the track down to a '70s-styled soul throwdown that will educate Bilge's young fans, while delighting mature listeners to no end."