Epidemiological research often involves collecting sensitive data, such as health records, disease status, and genetic information. Anonymization helps in safeguarding this data from misuse and ensures that the rights of individuals are protected. It also builds public trust, encouraging more people to participate in studies, ultimately improving the quality of research.