This song is used as the closing theme for Jackson's 3D Disney movie, Captain EO, which explains the space references in the song's lyrics.
Written by Jackson, this was the last song chosen for the Bad album. Jackson wanted to use his song "Streetwalker" instead, but his producer Quincy Jones liked this one. They took both songs to Jackson's manager Frank DiLeo, who got up and started dancing when they played "Another Part Of Me." According to Jones, this sealed the deal and that song made the cut.
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