What's included

How paper CRFs get entered and verified

  • Key fields entered independently by two separate data entry staff, blinded to each other's input
  • Automated comparison of the two entries, field by field, to catch transcription mismatches
  • Any discrepancy between entries routed into query management and resolution rather than resolved informally
  • Entry conventions and field priority set out in the data management plan, so second-pass entry is consistent across staff
  • Reconciled, verified data logged with a traceable record of what was corrected and when

Two entries catch what one might miss

Independent, blinded entry means a single transcription error is caught by comparison rather than going unnoticed.

Discrepancies become queries

Any mismatch is routed into the same query management process used for every other discrepancy.