"This Christmas" has been covered by numerous artists across diverse musical genres, including the Whispers, Diana Ross, Aretha Franklin, The Temptations, The Four Tops, Stevie Wonder, Alexander O'Neal, Christina Aguilera, Chicago, Harry Connick, Jr., Dru Hill, *NSYNC, Gloria Estefan, Boney James, The Cheetah Girls, Chris Brown, Anthony Arnett ("First Baptist Bracktown Christmas Celebration"), Patti LaBelle and Mary J. Blige ("A Mary Christmas"), Seal, Train and CeeLo Green, among other artists.