Additional research is needed to assess the costs and benefits of providing participants with control over data release through tiered consent; to determine if data sharing decisions, attitudes, and preferences differ among disease, geographic, ethnic, and socioeconomic populations; and to better understand any discrepancy between participants’ stated preferences, reported concerns, and actual decisions.