Regulation ensures data privacy by enforcing laws such as the Health Insurance Portability and Accountability Act (HIPAA) in the United States, which sets national standards for the protection of health information. These regulations require that any personally identifiable information collected during epidemiological research is kept confidential and is only used for the intended purposes.