You are thinking of solid rockets specifically. Liquid fueled rockets, like the ones used in all the drag cars I've ever seen, can be turned off at any time, simply shut off the fuel like any other combustion device. That's why they use them, would be pretty dumb to use something you can't shut off.
Ryan Reynolds
"So long and thanks for all the fish"