There is an accepted wisdom in software design that the way to gather good quality data is to reject 'bad data'. The main tactic is to suppose that no data is better than incomplete data, which is why we are told 'you must complete the required fields'. This sounds like a fine idea, until you observe people filling in a form and typing 'unknown' into half of the fields.

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• UI design
• data entry