Would turning off my Apple wireless mouse make a big difference in its battery life?

I’m alarmed at how often I have to replace the expensive Li batteries (about every 3 months). Would turning it off between uses save much juice? The switch is awkward and it takes a while to reconnect, so I don’t want to do it if there’s not much to gain.