That's why they make carbide studded tires and MTB's. Some people sink the money into indoor trainers, others into bikes that are sure-footed in Winter conditions. I, and a few others, just prefer to ride in the elements. I've been amazed at how well the bike/tire combination work in adverse Winter road conditions.