| 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 |
| Pitchfork (USA) - The 200 Best Songs of the 1980s (2015) | 102 |
| Rolling Stone (USA) - The 50 Best Michael Jackson Songs (2014) | 18 |
| SoulBounce (USA) - Top 50 Michael Jackson Songs (2010) | 28 |
| Spectrum Culture (USA) - 100 Best Songs of the '80s (2017) | 30 |
| Treble (USA) - The Top 200 Songs of the 80s (2011) | 115 |
| VH1 (USA) - Michael Jackson's 40 Greatest Songs (2013) | 7 |
| Q (UK) - The 1001 Best Songs Ever (2003) | No Order |
| 1,001 Songs You Must Hear Before You Die, and 10,001 You Must Download (2010 - French Edition) | 1002 |