Presenting the limited evidence that exists, we review the potential beneficial and harmful effects of publishing hospital outcome data. We also consider the risks of making incorrect inferences based on these data and the potential for dysfunctional consequences. Recognizing that the public largely mistrusts currently published health outcome data, we offer some recommendations for the future direction of strategies for publication.