To assess how good a job ACOs are doing to promote use of preventive care, a Commonwealth Fund–supported study (Medical Care, March 2016) led by the Yale School of Medicine’s Benjamin Albright examined first-year results among those organizations participating in the Medicare Shared Savings and Pioneer programs.