Which practice supports privacy and data governance when sharing datasets?

Which practice supports privacy and data governance when sharing datasets?

• A. Publishing datasets without any restrictions.
• B. Sharing raw data with all researchers.
• C. Ignoring data use agreements to speed up research.
• D. Using de-identified data and data use agreements and limiting access to authorized personnel

Answer: (D)

Protecting privacy and ensuring responsible data governance during sharing relies on reducing identifiability and controlling who can access data and for what purposes. Using de-identified data removes direct identifiers and lowers the risk of someone being traced back to individuals, while data use agreements specify permitted uses, data handling requirements, retention limits, and accountability. Limiting access to authorized personnel adds an additional layer of protection, ensuring that only those with a legitimate, approved need can view the data. Together, these practices balance the benefits of data sharing with the necessary safeguards to protect individuals’ privacy and uphold governance standards. Publishing datasets without restrictions poses privacy risks; sharing raw data broadly bypasses governance controls; and ignoring data use agreements undermines protections.

Protecting privacy and ensuring responsible data governance during sharing relies on reducing identifiability and controlling who can access data and for what purposes. Using de-identified data removes direct identifiers and lowers the risk of someone being traced back to individuals, while data use agreements specify permitted uses, data handling requirements, retention limits, and accountability. Limiting access to authorized personnel adds an additional layer of protection, ensuring that only those with a legitimate, approved need can view the data. Together, these practices balance the benefits of data sharing with the necessary safeguards to protect individuals’ privacy and uphold governance standards.

Publishing datasets without restrictions poses privacy risks; sharing raw data broadly bypasses governance controls; and ignoring data use agreements undermines protections.