In epidemiological studies, protecting the privacy of individuals while still enabling meaningful research is crucial. K-anonymity helps achieve this balance by ensuring that personal data cannot be easily linked back to an individual, thus preventing re-identification. This is especially important when dealing with sensitive health data, such as information about contagious diseases, genetic factors, and personal medical histories.
