Ethical concerns are paramount in epidemiology. Informed consent, privacy, and the potential for stigmatization of certain populations are critical issues. Failing to address these concerns can lead to a loss of public trust and participation in future studies. Additionally, the use of data without proper consent can result in legal consequences and ethical breaches.