Released by Adam and the Ants, "That Voodoo" stands as a defining track within the band's unique fusion of Caribbean calypso rhythms and New Wave pop. The song exemplifies the group's signature theatrical style, characterized by flamboyant costumes, dramatic vocals, and a distinct blend of traditional Caribbean instrumentation with modern production techniques. As a key component of their discography, the recording captures the essence of the early 1980s dance floor, where the Ants reimagined Caribbean culture through a lens of high-energy performance art. Its enduring appeal lies in its infectious groove and the seamless integration of the band's persona into the music itself, cementing their status as pioneers of the Eurodance genre.