Governments, companies, academic research institutions, and the public are increasingly aware of the value of data, prompting a reevaluation of who “owns,” controls, and benefits from the use of an individual’s data. Discussion at the Bioethics Collaborative focused on models of data ownership and stewardship in research. The meeting scope included data collected during clinical research and health data from the medical record that are used for research.