Anonymity is essential to protect patient confidentiality, comply with ethical standards, and adhere to legal regulations such as the Health Insurance Portability and Accountability Act (HIPAA). It also fosters trust between patients and healthcare providers, encouraging individuals to participate in research studies without fear of personal data being exposed.