We provide the first estimates of the impact of managers' risk preferences on their training allocation decisions. Our … conceptual framework links managers' risk preferences to firms' training decisions through the bonuses they expect to receive …. Risk-averse managers are expected to select workers with low turnover risk and invest in specific rather than general …