I'm ABSOLUTELY pitching down first. Especially when you're on final approach, it's always attitude (pitch) to control your airspeed, and power to control your rate of descent, not the other way around.

If you're really on your toes, you'll end up doing both at almost the same time anyway, but pitching down is what'll get you out of a stall, not adding power.