A LBS guy said Schwalbe did the research and came up with: tire width doesn't significantly affect rolling resistance below 15mph. In the winter here, no bare pavement, I am happy with 15mph around town. Its not the cold pavement but any moisture in contact with freezing pavement is ice. Ice = studs, snow= knobbies, and probably fat tires.