Well caulking would be a good alternative for now. At least this will help you to understand how much of a draft is getting in, and also give you a temporary fix in the middle of winter. If this does work, and it works good, I would just leave well enough alone. Just remember to recaulk every couple of years, or at least inspect the caulking every other fall.