Wider tire has to move more water further than a skinnier tire at the same speed. Consider that as water moves out of the treads, the resistance increases exponentially since there is more to move.
At least that makes sense to me
Maybe we should get Jake to test it out for us. Grab two of the same tires in different widths and let us know what happens when it rains next!