As KindleKitten says I'd turn the wifi off for sure to conserve battery but you don't have to turn the Kindle off at all if you don't want to.
I tend to switch it on in the morning and then switch it off before I go to bed. So it stays on all day. It's really down to personal preference. Enjoy