 This was based on the above-mentioned calculations of Hall and Jones on the returns on education.GDPs predicted by Weil's calculations can be plotted against actual GDPs, as is done in the figure on the left, demonstrating that the variation in education explains some, but not all, of the variation in GDP.Finally, the matter of externalities should be considered.