Contrary to popular belief, risk aversion is not always equivalent to concavity of the "utility of income" function. When this equivalence fails, Arrow-Pratt coefficients are not a meaningful measure of risk aversion. The pivotal issue is whether farmers' choices under risk are entirely determined by their choices under certainty.