A checkbox stores true/false. Trial data often needs Not applicable, Unknown, or Not done. A single box can’t carry that nuance, so intent gets lost and queries pile up. For research nurses, the way a question is built in the CRF can be the difference between a clean lock and a month of queries. Here’s the ‘why’, plus better patterns you can use (or ask your data team for) in Spinnaker.

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