 With his death in 2005, "Dance with My Father" was the last top 40 hit for Luther Vandross in the United States, peaking at number 38.The song also peaked at 21 in the UK Singles Chart.On August 29, 2009, the song re-entered the UK top 40 after a performance of the song on "The X Factor" by Joe McElderry.