Which statement reflects ethical data use in performance monitoring?

• A. Data privacy is optional if performance is high.
• B. Data security is not important in performance monitoring.
• C. Consent is not required if data is anonymized.
• D. The ethical approach includes privacy, consent, data security, and avoiding excessive surveillance.

Answer: (D)

Ethical data use in performance monitoring centers on treating people with respect through privacy, consent, data security, and avoiding excessive surveillance. This means collecting only what’s necessary to assess performance, clearly informing individuals about what data is collected and why, and obtaining consent when appropriate. It also requires robust protections to keep data safe from unauthorized access and misuse, and it avoids tracking every little action in a way that feels intrusive or mistrustful.

Privacy matters because employees deserve control over their personal information, not to have their work life endlessly watched. Consent ensures transparency and opportunity to opt in or out where possible. Data security protects sensitive information from breaches that could harm individuals. Avoiding excessive surveillance helps maintain trust and a fair workplace culture.

The other statements miss one or more of these elements, giving a false or incomplete picture of what ethical data use looks like in performance monitoring.