"Blood on the Dance Floor" was released as the album's first single. It reached number one in the UK, Spain, and Denmark. "HIStory/Ghosts" was released as the second single. "Is It Scary" was released as the third single. Jackson wrote the song for the 1993 film "Addams Family Values".