Adam Smith's idea that wage differences reveal preferences for risk rests on firm theoretical foundations. This paper … usually identifies compensating wage differentials for risk by regressing individual wages on aggregate measures of risk …, usually industry or occupation average risk. If jobs differ within industries or occupations, the "aggregate approach" may …