Responsible Data Use Pocket Deck
Recall practical prompts for narrowing secondary-use proposals before they become broad data grabs.
How does a convenience-first request differ from a purpose-limited request? Compare the posture The second path is slower at the request stage and safer across the whole lifecycle. Objection handler If the field improves prediction, why not include it and decide later? Response Because predictive lift does not justify collection by itself. The field still needs a clear purpose, necessity argument, and access and retention controls. Usefulness is not the same thing as legitimacy. It keeps the conversation anchored on justified use instead of letting performance become the only criterion. What is the fastest narrowing question for a reuse proposal?…
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