Privacy laws such as the Health Insurance Portability and Accountability Act (HIPAA) in the United States are crucial in epidemiology. These laws regulate the use and disclosure of individuals' health information, ensuring that data collected for epidemiological research is handled responsibly and ethically. Researchers must obtain informed consent and ensure data anonymity.