Dana Barron revealed in an interview that when a sequel was announced after the first film's success, Anthony Michael Hall declined to return as Rusty so he could star in John Hughes' Weird Science instead. Instead of only finding a new actor for Rusty, Amy Heckerling decided to recast both children.