What privacy practices protect the identities of students during data sharing?

What privacy practices protect the identities of students during data sharing?

• A. De-identification, removing names and identifiers, and securing data with restricted access.
• B. Storing all data with personal details in shared drives.
• C. Sharing raw data publicly for transparency.
• D. Keeping data in hard copies only.

Answer: (A)

Protecting student identities during data sharing relies on removing direct identifiers and limiting who can access the data. De-identification means stripping out names, student IDs, birth dates, addresses, and other markers that could link a record to a specific student. After that, storing or sharing the data in a way that restricts access ensures only authorized people can view or use the information. This combination reduces the chance that someone could identify a student from the shared data, even when it's used for research or program evaluation. Storing personal details in shared drives makes sensitive information visible to many people and increases privacy risk. Publicly sharing raw data defeats privacy protections. Keeping data only in hard copies isn’t inherently protective for sharing—copies can be exposed, lost, or accessed by inappropriate individuals.

Protecting student identities during data sharing relies on removing direct identifiers and limiting who can access the data. De-identification means stripping out names, student IDs, birth dates, addresses, and other markers that could link a record to a specific student. After that, storing or sharing the data in a way that restricts access ensures only authorized people can view or use the information. This combination reduces the chance that someone could identify a student from the shared data, even when it's used for research or program evaluation.

Storing personal details in shared drives makes sensitive information visible to many people and increases privacy risk. Publicly sharing raw data defeats privacy protections. Keeping data only in hard copies isn’t inherently protective for sharing—copies can be exposed, lost, or accessed by inappropriate individuals.