This being my first significant fall and hopefully winter of commuting, I wondered about studded tires too but then I got to thinking that on days when the roads are icy, it is not my slipping and falling that I'd be worried about but rather cars slipping into me. I'll be especially selective about the days I ride and the routes/paths I take.