Because the larger wheels are heavier than the smaller wheels, and the weight is moved further out from the centre of rotation. This means that the engine needs more power to turn them (meaning more fuel used) which reduces fuel economy. The wider tyres also add more rolling resistance which adds a little to the equation aswell.