The Tempest, a unit added in the game StarCraft II: Heart of the Swarm, will reply "Goodness gracious, big balls of lightning" when selected repeatedly, a reference to the song and to the energy attack that the unit uses.
WWE have named their July Raw PPV "Great Balls of Fire" clearly in homage to the song.