Will not shut down

Recently I have started noticing a hesitation in the accelerator between thirty five to forty mph. Since then, it, every so often, has continued to run very roughly for thirty seconds to a minute after I turn off the ignition. If I turn the key back into the on position the car starts up immediately. Just the other day it stalled, but started up again without trouble. I am not sure what to do.
Thanks