Comparing these sums with private education fees, Gibbons and Machin conclude that in most areas it is cheaper to pay higher house prices, given that the equivalent cost of eight years at preparatory-school for one pupil is £38,000. Using a complex mathematical model, Gibbons and Machin disregarded special factors, such as the fact that more desirable houses might be near good primary schools merely by chance.