Data confidentiality refers to the practice of protecting personal information gathered during epidemiological studies. This involves ensuring that identifiable information is not disclosed to unauthorized individuals or entities. Confidentiality is a critical aspect of epidemiology, as it helps to maintain the trust of study participants and ensures compliance with ethical and legal standards.