[2] An edited version of "Dead Man's Party" was featured in a promotional music video and was issued in 1986 as the b-side of the 7" single "Just Another Day", also culled from the Dead Man's Party album.

[3] The lyric, "I hear the chauffeur coming to my door/Says there's room for maybe just one more," is a reference to "The Bus-Conductor," a short story by E. F. Benson about a hearse driver, first published in The Pall Mall Magazine in 1906.

The story has been adapted several times and spawned an urban legend, with each version using the catchphrase, "Room for one more."

It is perhaps best known for its appearance in the 1986 film Back to School, where the band performed it at a party.

Danny Elfman performed the song as the final encore of his Nightmare Before Christmas concerts at the Hollywood Bowl in 2015, 2016, and 2018, and at Banc of California Stadium in 2021, alongside his former Oingo Boingo guitarist and arranger Steve Bartek.