Tenth studio album, presented in a "continuously mixed" format (unless otherwise noted). Release date: November 11, 2005. The "Special Edition" includes the bonus track "Fighting Spirit". Some editions included a trial code for the official "Icon" fan club to download the exclusive unreleased album track [r=5561128]. Singles: [m=34539] ▪ [m=34853] ▪ [m=34495] ▪ [m=34596] Special releases: [r=663399]
| Format | Year | Country | Label | Cat# | |
|---|---|---|---|---|---|
| Other | 2005 | AR | Warner Bros. Records Confessions On A Dance Floor | 9362-49460-2 | → |
| Other | 2005 | AR | Warner Bros. Records Confessions On A Dance Floor | 9362-49460-2 | → |
| Other | 2005 | AU | Warner Bros. Records Confessions On A Dance Floor | 9362494602 | → |
| Other | 2005 | BG | Warner Bros. Records Confessions On A Dance Floor | 936249460-4 | → |
| Other | 2005 | BR | Warner Bros. Records Confessions On A Dance Floor | 936249460-2 | → |
| Other | 2005 | BY | Atlantic Confessions On A Dance Floor | 936249460-2 | → |
| Other | 2005 | CA | Warner Bros. Records Confessions On A Dance Floor | CDW 49460 | → |
| Other | 2005 | CA | Warner Bros. Records Confessions On A Dance Floor | W2 49460 | → |
| Other | 2005 | CL | Warner Bros. Records Confessions On A Dance Floor | 49460-2 | → |
| Other | 2005 | CL | Warner Bros. Records Confessions On A Dance Floor | 49460-2 | → |
| Other | 2005 | CN | Rock Records & Tapes (2) Confessions On A Dance Floor 麥當娜 舞池中的告白 | none | → |
| Other | 2005 | CN | Not On Label (Madonna) Confessions On A Dance Floor | DTS0313 | → |
| Other | 2005 | CN | 佳樂 Confessions On A Dance Floor | HDCD-F-1893 | → |
| Other | 2005 | CN | Universal (3) Confessions On A Dance Floor | DSD-1168 | → |
| Other | 2005 | CN | Rock Records & Tapes (2) Confessions On A Dance Floor | HDCD-F-1893 | → |
| Other | 2005 | CN | Rock Records & Tapes (2) Confessions On a Dance Floor | DSD-6412, DSD-700 | → |
| Other | 2005 | CN | Not On Label (Madonna) Confessions On A Dance floor | DSD-2124 | → |
| Other | 2005 | CN | Universal (3) Confessions On A Dance floor | HI 0253 | → |
| Other | 2005 | CN | Not On Label (Madonna) Confessions On A Dance Floor | none | → |
| Other | 2005 | CO | Warner Bros. Records Confessions On A Dance Floor | 49460-2 | → |
| Other | 2005 | GB | Warner Bros. Records Confessions On A Dance Floor Launch Graphics | none | → |
| Other | 2005 | Gulf Cooperation Council | Warner Bros. Records Confessions On A Dance Floor | 49460-4 | → |
| Other | 2005 | Gulf Cooperation Council | Warner Bros. Records Confessions On A Dance Floor | 49460-2 | → |
| Other | 2005 | HK | Warner Bros. Records Confessions On A Dance Floor | 49460-2 | → |
| Other | 2005 | ID | Warner Bros. Records Confessions On A Dance Floor | 9362 49460-4 | → |
| Other | 2005 | ID | EMI (2) Confessions On A Dance Floor | none | → |
| Other | 2005 | ID | Warner Bros. Records Confessions On A Dance Floor | 9362494602 | → |
| Other | 2005 | IN | Warner Bros. Records Confessions On A Dance Floor | 9362-49460-2 | → |
| Other | 2005 | IN | Warner Bros. Records Confessions On A Dance Floor | 936249460-4 | → |
| Other | 2005 | JP | Warner Bros. Records Confessions On A Dance Floor | WPCR-12200 | → |
| Other | 2005 | JP | Warner Bros. Records Confessions On A Dance Floor | WPCR-12200 | → |
| Other | 2005 | KR | Warner Bros. Records Confessions On A Dance Floor | 093624946045 | → |
| Other | 2005 | KR | Warner Music Korea Ltd. Confessions On A Dance Floor | 49460-2 | → |
| Other | 2005 | LB | Megastar Lebanon Confessions On A Dance Floor | 49460-4 | → |
| Other | 2005 | MX | Warner Bros. Records Confessions On A Dance Floor | 494602 1 | → |
| Other | 2005 | MX | Warner Bros. Records Confessions On A Dance Floor | 4946021 | → |
| Other | 2005 | MY | Warner Bros. Records Confessions On A Dance floor | 936249460-2 | → |
| Other | 2005 | MY | Warner Bros. Records Confessions On A Dance Floor | 936249460-4 | → |
| Other | 2005 | MY | Warner Bros. Records Confessions On A Dance Floor | 936249460-2 | → |
| Other | 2005 | PH | Warner Bros. Records Confessions On A Dance Floor | 49460-2 | → |
| Other | 2005 | RU | Not On Label (Madonna) Confessions On A Dance Floor | none | → |
| Other | 2005 | RU | Sound Plus (2) Confessions On A Dance Floor Full Edition | BCS2312, BCS2311 | → |
| Other | 2005 | RU | Warner Bros. Records (2) Confessions On A Dance Floor | 9362 49460 2 | → |
| Other | 2005 | RU | Warner Bros. Records (2) Confessions On A Dance Floor | none | → |
| Other | 2005 | RU | Warner Bros. Records (2) Confessions On A Dance Floor | 9362-49460-2 | → |
| Other | 2005 | RU | MG Records (3) Confessions On A Dance floor | none | → |
| Other | 2005 | RU | Play Music Records Confessions On A Dance Floor | none | → |
| Other | 2005 | RU | East Records (3) Confessions On A Dance Floor | PARAD-775 | → |
| Other | 2005 | RU | MG Records (3) Confessions On A Dance Floor | T-1320A | → |
| Other | 2005 | RU | Not On Label (Madonna) Confessions On A Dance Floor | PD39679 | → |
| Other | 2005 | RU | Warner Bros. Records (2) Confessions On A Dance Floor | LDB 2048, 9362-49460-2 | → |
| Other | 2005 | RU | Warner Bros. Records (2) Confessions On A Dance Floor | LDB 2048 | → |
| Other | 2005 | RU | Universal (3) Confessions On A Dance Floor | none | → |
| Other | 2005 | RU | Sound Plus (2) Confessions On A Dance Floor - Full Edition | BCS2312 | → |
| Other | 2005 | RU | Polydor (2) Confessions On A Dance Floor | 21543004, ZMU-236 | → |
| Other | 2005 | RU | Fresh Studio Confessions On A Dance Floor | none | → |
| Other | 2005 | RU | Warner Bros. Records Confessions On A Dance Floor | 4606085001428 | → |
| Other | 2005 | RU | East Records (3) Confessions On A Dance Floor | TCD 1105200 | → |
| Other | 2005 | RU | Polydor (2) Confessions On A Dance Floor | 21543004 | → |
| Other | 2005 | RU | East Records (3) Confessions On A Dance Floor | none | → |
| Other | 2005 | RU | Warner Bros. Records Confessions On A Dance Floor | 4607173154026 | → |
| Other | 2005 | RU | Albatros Music (3) Confessions On A Dance Floor | none | → |
| Other | 2005 | RU | Русский Стандарт Confessions On A Dance Floor | VI N 05500 | → |
| Other | 2005 | RU | Warner Bros. Records Confessions On A Dance Floor | СП MC - 014/05 | → |
| Other | 2005 | RU | East Records (3) Confessions On A Dance Floor | 9362-49460-2 | → |
| Other | 2005 | RU | Warner Bros. Records (2) Confessions On A Dance Floor | 9362-49460-2 | → |
| Other | 2005 | RU | Not On Label (Madonna) Confessions On A Dance Floor | none | → |
| Other | 2005 | SG | Warner Bros. Records Confessions On A Dance Floor | 49460-2 | → |
| Other | 2005 | TH | Warner Bros. Records Confessions On A Dance Floor | 936249460-2 | → |
| Other | 2005 | TH | Warner Bros. Records (2) Confessions On A Dance Floor | none | → |
| Other | 2005 | TH | Warner Bros. Records Confessions On A Dance Floor | 936249460-4, 49460-4 | → |
| Other | 2005 | TH | Not On Label (Madonna) Confessions On A Dance Floor | NO.1225 | → |
| Other | 2005 | TH | Warner Bros. Records Confessions On A Dance Floor | M-085, 936249460-2 | → |
| Other | 2005 | TH | Warner Bros. Records Confessions On A Dance Floor | 936249460-2 | → |
| Other | 2005 | TH | Warner Bros. Records Confessions On A Dance Floor | none | → |
| Other | 2005 | TN | Noveca Music Confessions On A Dance Floor | CF 598 | → |
| Other | 2005 | TN | Phonie Confessions On A Dance Floor | PH 9163 | → |
| Other | 2005 | TN | Noveca Music Confessions On A Dance Floor | NM 2460 | → |
| Other | 2005 | TR | Warner Bros. Records Confessions On A Dance Floor | 9362 49460-4 | → |
| Other | 2005 | TW | Warner Music Taiwan Confessions On A Dance Floor = 娜 . 語 . 錄 | 9362 49460-2 | → |
| Other | 2005 | UA | Warner Bros. Records Confessions On A Dance Floor | 936249460-4 | → |
| Other | 2005 | UK & Germany | Warner Bros. Records (2) Confessions On A Dance Floor | 9362-49460-2 | → |
| Other | 2005 | US | Warner Bros. Records Confessions On A Dance Floor | none | → |
| Other | 2005 | US | Warner Bros. Records Confessions On A Dance Floor | 49460-2 | → |
| Other | 2005 | US | Warner Bros. Records Confessions On A Dance Floor | 49460-2 | → |
| Vinyl | 2005 | US | Warner Bros. Records Confessions On A Dance Floor | PRO-A-101706-A | → |
| Other | 2005 | US | Warner Bros. Records Confessions On A Dance Floor | 49460-2 | → |
| Other | 2005 | US | Warner Bros. Records Confessions On A Dance Floor (Non-Segued Version) | none | → |
| Other | 2005 | US | Warner Bros. Records Confessions On A Dance Floor | none | → |
| Other | 2005 | US | Warner Bros. Records Confessions On A Dance Floor | 49460-2 | → |
| Other | 2005 | US | Warner Bros. Records Confessions On A Dance Floor | 2-49464, 49464-2 | → |
| Other | 2005 | US | Warner Bros. Records Confessions On A Dance Floor | none | → |
| Other | 2005 | VE | Warner Bros. Records Confessions On A Dance Floor | 49460-2 | → |
| Other | 2005 | VE | Warner Bros. Records Confessions On A Dance Floor | 49460-2 | → |
| Other | 2005 | Europe | Warner Bros. Records Confessions On A Dance Floor | 9362-49460-2 | → |
| Other | 2005 | Europe | Warner Bros. Records Confessions On A Dance Floor | none | → |
| Other | 2005 | Europe | Warner Bros. Records Confessions On A Dance Floor | 9362-49460-2 | → |
| Other | 2005 | ZA | Warner Bros. Records Confessions On A Dance Floor | WBCD 2105 | → |
| Other | 2005 | — | Warner Bros. Records Confessions On A Dance Floor | none | → |
| Other | 2005 | — | Warner Bros. Records (2) Confessions On A Dance Floor | C12055 | → |