Direct quote from the Briggs & Stratton Operator's Manual for the Model 310000 / 330000 series (19HP engine on Sears/Husqvarna), "How To Stop Engine - 1. With the throttle in the Fast position, turn the key switch to the Off position. Remove the key".
(Prior to reading this instruction for the engine on my newest machine, I always had reduced engines to low speed idle prior to shutting them off. For this new engine I have tried to remember to follow the B&S instruction, which I presume has some legitimate basis).