We don't have enough snow and ice to warrant studded tires. The biggest ice risk I've had around here is when there is a small patch of black ice. A few years ago I was riding along with no problem and then hits a short stretch of just a few meters that was ice. I took a hard fall. That was enough to convince me to drive when it is icy.