Based on a review of existing guidance on data use from internal Centers for Disease Control and Prevention programs, ideas from the model legislation developed in the 1990s,2 and related work,11 we propose the following ethical guidelines for the collection, storage, and use of public health data, with application across the public health enterprise—at the local, state, tribal, and federal levels, across categorical programs, and in accordance with key public health values.12 In particular, the guidelines should include the values of interdependence (data uses and disclosures have unanticipated effects on others), ethical oversight (independent review of privacy and security procedures), and scientific evidence (the best evidence should support all public health data acquisition and use). In addition to existing applicable legal requirements, this ethical guidance should cover data from the moment they enter the public health arena at the smallest local jurisdiction and apply through the life of the data, regardless of level at which the data finally reside.