For this study, Commonwealth Fund–supported researchers reached out to experts and stakeholders involved in efforts to publicly report information on the performance of health care providers. Both groups agree that significant changes are needed to make the current reporting efforts more consumer friendly, including the introduction of personalized, tailored information and improvements in data collection, measurement, and presentation.