Thats kinda case by case. Sometime ya do, sometimes you don't
I don't hold it in long at all since I find that I am more so feeling the effects of lack of oxygen, than getting stoned.
Contrary to what the kids say, coughing doesn't make you higher, it makes you hyperventilate. Which choking yourself for the sake of getting stoned is just a bad idea.