Like Tom Cruise's character, Bart becomes a race car driver in this episode. He also agrees to drive Martin Prince's vehicle when Prince is injured, just as Cruise does for Michael Rooker's character.
In the final soapbox derby race, Nelson tries to run Bart's soapbox off of the road with a whip and with spiked wheels, spoofing the chariot race in "Ben-Hur."