u could whack it inside a sock against a cement ground, i hit mines against my dumbells. i sometimes shoot them with an air rifle and it always goes through. its the easiest and most painless way to kill them,but the bad thing is u get brains and blood on ya.
edit: i shoot the rats, not the mice.