"Little Jeannie" (spelled "Little Jeanie" on the cover of the single) is a song by Elton John and Gary Osborne, recorded by John and released as a single in 1980 from John's album 21 at 33.
It should not be confused with a song of the same title, sometimes written as "Never Gonna Fall in Love (Again)" composed by Elton John and Tom Robinson, which Robinson issued as a single in 1979 and John included on his album 21 at 33 in 1980, or with the song from Snow Patrol's second album, When It's All Over We Still Have to Clear Up.