We design databases with the end-users in mind. For example, we use dynamic search tools to publish expected fields based on previous entries. Similarly, we develop data management documents like the CRF completion guidelines.
Our clinical data management team can think proactively about our downstream stakeholders. Our biostatisticians play an active role in initial CRF development and mid-study changes.