Actually, I found that by doing an uninstall, then installing again fixes it. It has nothing to do with the 'Just me' option. Even if you use 'Just me' on the first installation it will give that error. It's the process of uninstalling and installing again that seems to make it work on a new machine where it didn't exist before.