In 1990, "Miss You Much" received Grammy Award nominations for the Best Female R&B Vocal Performance and the Best Rhythm & Blues Song. The song won the Billboard Award for the Top 100 Single of the Year. It also won the American Music Awards for Favorite Dance Single and Favorite R&B Single.