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Designing for Data Quality Print

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Getting usable information.

WHY THIS IS A DESIGN CONCERN

The interface decides what data you receive.

WHAT PRODUCES POOR DATA

Free text where a selection would do No format guidance Fields whose purpose is unclear Required fields people fill with anything to proceed

THAT LAST ONE

A required field people cannot answer produces rubbish, not accuracy.

WHAT TO DO

Provide selection lists for anything you will group or count Give format examples Make genuinely optional fields optional

WHAT TO NORMALISE

Case, spacing and punctuation, on receipt.

WHAT TO VALIDATE

Plausibility, not only format.

WHAT TO AVOID

Rejecting valid unusual values

Names, addresses and phone numbers vary more than most validation assumes.

WHAT TO BE CAREFUL WITH

Assuming address formats Assuming name structure Assuming a phone number's shape

WHAT TO PROVIDE

A way to supply something that does not fit your fields.

WHAT TO REVIEW

What people actually enter, and adjust the design accordingly.


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