 Jason Elias at Allmusic retrospectively praised the song, believing that unlike some of Wonder's similar material, "Lately" in particular hit all the perfect emotional and musical notes.Of the song's emotional power itself Elias stated, "it's enough to make a listener fall prey to an old-fashioned cry.