This Electronic Data Methods (EDM) Forum brief describes current regulations regarding PHI and common challenges researchers face in using personal health information. The brief also explores new infrastructure approaches that seek to meet these regulations and generate data that are more useful , as well as potential policy approaches to clarifying the privacy regulations.