| Best of All-time Lists, Best of Decade Lists, etc. | |
| Bruce Pollock (USA) - The 7,500 Most Important Songs of 1944-2000 (2005) | No Order |
| Dave Marsh & Kevin Stein (USA) - The 40 Best of the Top 40 Singles by Year (1981) | 33 |
| Rolling Stone (USA) - The 50 Best Michael Jackson Songs (2014) | 19 |
| SoulBounce (USA) - Top 50 Michael Jackson Songs (2010) | 39 |
| VH1 (USA) - Michael Jackson's 40 Greatest Songs (2013) | 21 |
| Carlo Herrera and Jose Luis Salas (Spain) - Alimenta Tus Oidos: 70 Playlists (2015) | No Order |