They just have to say the *Republicans* are responsible. Whatever is good for the gander is good for the goose, so to speak.
Oil doesn't have to reach $50/barrel by election day, the price just has to drop and keep dropping, just far enough so Bush can say "See? I told you. The Republicans will take care of everything, including my buddy McCain."