I wear something like this. I drive 30 miles to work each way, on the highway. I need the warmth (my feet are cold all winter anyways!), and I certainly don't need heels when I'm trying to walk across snow and ice!
I know PL will be mortified, but at some point, safety and the possibility of broken bones does outweigh fashion. Sorry.