I think it's an interesting question.... The professor has my vote. "Simply it is the movement of mass in the opposing direction that causes accelerated forward movement."
Your pressure can't act upon anything in the opposite direction, so there's no resultant push, of the sort there would be in the atmosphere..... but the mass being accelerated aft.