In this Commonwealth Fund–supported article, former Harkness Fellow Adam Elshaug, Ph.D., and colleagues examine the challenges to developing lists of "low-value" services—health treatments that are likely to be of little benefit or potentially unsafe—and ensuring that insurers and provider organizations put them to optimal use.