How does an incorrectly inflated tyre affect fuel consumption?

1. It has no effect on fuel consumption
2. Under-inflated tyres increase rolling resistance and raise fuel consumption
3. Over-inflated tyres always increase fuel consumption
4. Tyre pressure only affects braking, not fuel use