Originally Posted by ElVee

Cold rubber makes for higher resistance. Also, colder air means less tire pressure. Colder air is also more dense, which may encourage your car to mix in more fuel with the air mixture. Loss of energy for any slippage on snowy roads means your car needs to use more power to move than on dry days.

Worse winter gas mileage should be a relatively universal thing.