I always turn mine to airplane mode and then turn it off. That way if I power back up again mid-flight it will still be in airplane mode, not live and searching for signal (even if momentarily).
I once had an FA completely not get that and harrass me (while standing over me) while I went through the above shut down procedure. She thought she scored some kind of victory when I completed step two and turned it off.