The draw reins sound like a good idea, but i worked with a few horses that had this same problem and what i always did that worked is when they would throw their head i would put my reins a little lower and "see-saw" them (apply squeezing pressure from one the the other alternately) and the horse should respond very well to this. it may take a while, but if you are consistant you should see results.