The title of the episode is a play on the name of James L. Brooks' 1987 film, Broadcast News. Brooks is also a co-developer and producer of The Simpsons.
The Squeaky-Voiced Teen jumps off Geezer Rock, depressed due to the cancellation of Futurama, a show that was created by Simpsons creator Matt Groening, though Futurama would later be syndicated and brought back with new episodes on Comedy Central.
The episode's title is also a reference to the Darkwing Duck episode of the same name.
This is the second episode of the series to have the hit song from the Spice Girls, Wannabe to be played, the first was from Maximum Homerdrive.
The moment when Lenny says that he is going to dance on the grave of the "Unknown Soldier" it is referencing to a Breaking Benjamin song of the same name.
The band Blood, Sweat, and Tears plays one of its songs during Geezer Rock's birthday, although Mayor Quimby made a comment that indicated that Sweat had died recently.
When Mr. Burns brain falls out of his ear after being crushed by rocks, this is a refrence to what happened to the main character of Peter Jackson's Bad Taste.
When the astronaut is shown reading the Red Dress Press during a space walk, the shot is reversed, with Florida and Cuba shown on the west coast of North America.
Mr. Burns is shown to be physically weaker than an ant in this episode.
When Kearney discovers that Mr. Burns is alive and wonders whose skull he's using as a cup, he sounds like Ralph Wiggum. Kearney's voice normally sounds like Nelson Muntz in the earlier episodes (from seasons three to around eight).
The UK syndicated version censors Groundskeeper Willie's comment about the new tractors being "shite." In America, the same line is edited, only "shite" is bleeped out (as opposed to the UK version where the line is just cut down to "I finished reviewing the new tractors.") The full line is: "I finished reviewing the new tractors - they're all shite!"
The promo image for the episode parodies the headline "Ford to City: Drop Dead", a headline from a 1975 edition of the New York Daily News covering President Gerald Ford's refusal to bail out a near-bankrupt New York City
It was the last ever The Simpsons episode to be broadcasted by the BBC, because two years before they lost the broadcasting rights to Channel 4.