I know we talked about the Buddy Belt before, here's a picture of it. See if you can find a harness made like this. It's very easy to adjust the size to fit, and there's no way Joey can get out of it, Houdini, maybe!
By the way, Iceland does have other types of birds of prey Falcons, and Eagles.