"[2] He opens the song with discussion of his family's backyard fallout shelter—which he casually describes as "'just a dugout that my dad built, in case the reds decide to push the button down.
"[1] The teenager also holds big dreams for his future: "I can't wait till I move to the city, 'till I finally make up my mind to learn design and study overseas.
"[2] The song's title is a reference to New Frontier, a term used by John F. Kennedy in his acceptance speech in the 1960 United States presidential election.
"[1] Toth wrote that "the music sounds as frenetic as the teenage hero's hormones, and its deliberately cheesy tone matches the kid's skin-deep sophistication.
Billboard labeled it a top single pick, with an unspecified writer commenting, "The lyrics are diffuse and unsettling, but Fagen wraps them in a comfortable, shuffling rhythm and layered harmonies for an overall pleasant effect.
"[7] The Independent's Phil Johnson called the song a "sardonic take on the optimism of America in the Cold War period,"[4] while Laura Sinagra from The New York Times a "biting Reagan-era recollection of 60's hope.