| 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 |
| NBC-10 (USA) - The 30 Best Songs of the 80s (2006) | No Order |
| RIAA and NEA (USA) - 365 Songs of the Century (2001) | 161 |
| Washington Blade (USA) - Top 10 Madonna Songs (2007?) | No Order |
| Q (UK) - The Ultimate Music Collection (2005) | No Order |
| Sean O'Hagan, The Observer (UK) - Fifty Years of Pop (2004) | No Order |
| Sunday Times (UK) - Top 10 Madonna Songs (2006) | 3 |
| End of Year Lists | |
| Face (UK) - Singles of the Year | 30 |