Pre-existing conditions are typically assessed through patient medical histories, clinical examinations, and diagnostic tests. Epidemiological studies often use questionnaires and medical records to gather data on pre-existing conditions. The accuracy and reliability of this data are critical for the validity of any epidemiological research.