Seminal work by Weitzman [Prices vs. quantities, Rev. Econ. Stud. 41 (1974) 477-491] revealed prices are preferred to quantities when marginal benefits are relatively flat compared to marginal costs. We extend this comparison to indexed policies, where quantities are proportional to an index,...