Health data regulations influence how data is collected by requiring that: - Informed Consent: Participants must be fully informed about the study and their consent must be obtained. - Data Minimization: Only necessary data should be collected to achieve the research objectives. - Anonymization: Personal identifiers must be removed or encrypted to protect participant privacy.