Bart is diagnosed with ADD after his latest prank during a "Fire Prevention Day" assembly at school, but his new medication makes him paranoid.


* AsHimself: Mark [=McGwire=]
* BaitAndSwitch: Bart tells Lisa, "Did you know most people use ten percent of their brains?" Instead of saying something like, "Thanks to these pills, I'm using more than that.", but instead he says, "I am now one of them."
* CallBack: Homer mentions that he was banned from a water park for ten years (which, at the time of this episode's premiere, would be incorrect), which could be a reference to when he got stuck on the H2-WHOA! ride at Mt. Splashmore on the episode "Brush With Greatness." If it's not, then it's a NoodleIncident.
* TheCuckoolanderWasRight: The Major Baseball League was indeed spying on people, [[TheUnReveal but rather than explain why]], Mark [=McGwire=] dazzles the crowd with some dingers.
* DerangedAnimation: The poses when Homer tries Focusyn.
* EveryoneHasStandards: Skinner is horrified when Willy suggests killing Bart by dragging a hoe through his back and making it look like suicide.
* {{Irony}}: Everybody neglects the fact that Bart's unrelated prank of flooding the gymnasium accidentally saved Flanders' life by dousing the flames when Flanders set himself on fire. Even Bart was only thinking about his prank and couldn't predict the current would save Flanders strictly by chance.
* OfCourseISmoke: The straight-edged Ned tries to smoke a cigarette while performing in the fire safety play, though his coughing is actually the least of his problems as he inadvertently sets his pants ablaze.
* RiddleForTheAges / TheUnReveal: Why ''was'' the MLB spying on Springfield?
* ShoutOut:
** Hosey the Bear, which can be seen in the beginning of the episode, is a reference to the United States Forest Service's mascot Smokey Bear.
** After Bart has flooded the school gym, Skinner can be seen wiping mud off his eyes in an homage to [[Creator/LaurelAndHardy Oliver Hardy]].
** Homer and Marge go to see ''Film/{{Showgirls}}''.
** When Marge reports Bart's disappearance to the police, Lou the police officer makes a drawing of ComicStrip/{{Dennis the Menace|US}}.
** [[ComicStrip/{{Popeye}} "When I can't stop my fiddlin', I just takes me Ritalin, I'm poppin' and sailin', man!"]]
** The title references Music/TheRollingStones song "Mother's Little Helper", which is also about drug addiction.