Rewarding regulated firms based on their relative performance requires benc
hmarks that reflect how performance is affected by regulation. This paper d
emonstrates how parametric and nonparametric efficiency measures can be emp
loyed to produce benchmarks that account for the effects of regulation. We
apply measurement techniques to an eleven-year panel of 20 U.S. interstate
natural gas transmission companies and use our benchmarking measures to dis
tinguish firms that perform well owing to a superior management of technolo
gy from firms that perform well owing to the effective management of the re
gulatory mechanism.