Does under inflating tires increase fuel economy?

Over inflating tires can slightly increase gas mileage by creating less roll resistence (less tire touching the road). However, there are several downsides. Decreased traction means worse braking and handling, especially on wet pavement. Also, increased air pressure will cause premature and uneven tire wear in the middle of the tire.