Researchers prioritize data privacy and security by adhering to stringent protocols and regulations, such as HIPAA (Health Insurance Portability and Accountability Act) in the United States. This includes anonymizing patient data, obtaining informed consent, and utilizing secure communication channels to safeguard sensitive information.