We clarify the relation between the wave function renormalization for Wilson actions and that for the one particle irreducible actions in the exact renormalization group formalism. Our study depends crucially on the use of two independent cutoff functions for the Wilson actions. We relate our results to those obtained previously by Bervillier, Rosten, and Osborn and Twigg.