As an example, skid steer specific tires such as WolfPaws by SnowWolf are designed to be narrower to penetrate ice and snow.
Sidewalls are a big deal with skid-steer tires because you can plug ... come loose and even fall off. “We snapped studs and all of the tires would all of the sudden be loose.