That looks like a fairly modern movement, you might be lucky and be able to source a new arbor, if not try looking on e-bay for a donor movement. I wouldn’t advise trying to repair that, more of a safety issue than anything. If you have access to a lathe you could make one?
Oh, and we have all broken stuff when we started, anyone who says they haven’t is telling porky pies
Paul.