Value of statistical life (VSL) analysis is common place in policy circles to evaluate the effectiveness of policy. As I show using a novel survey experiment with United States' state legislators, actual use of VSL analysis faces several problems. Firstly, policy preferences are inelastic, unchanging, regardless of the cost. Secondly, policy preferences are determined in large by actors' party ID. This means that VSL analysis, in practice, will either encourage policies that are too risky to too risk adverse.