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<p>Free markets are, according to neoclassical economic theory, the most efficient way of organizing human activity. The claim is that individuals can benefit society by acting only in their self interest. In contrast, the evolutionary theory of multilevel selection proposes that groups must <em>suppress</em> the self interest of individuals. They often do so, the evidence suggests, by using hierarchical organization. To test these conflicting theories, I investigate how the 'degree of hierarchy' in societies changes with industrial development. I find that as energy use increases, governments tend to get larger and the relative number of managers tends to grow. Using a numerical model, I infer from this evidence that societies tend to become more hierarchical as energy use grows. This result is inconsistent with free-market theory, but is consistent with the theory of multilevel selection. </p>
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