Analysis dataset finalization

Prepared data → derivations → reconciliation and review → approved dataset version

Flow diagram

Analysis dataset finalizationAnalysis dataset finalizationF1.S1Prepared data and sourceversionsF1.S2Apply documented derivationsF1.S3Reconcile records and populationsF1.S4Independent review and issueclosureF1.S5Finalize dataset versionF1.S6Change request and rerun policyF1.N1Dataset lineage and reviewDatasetSourceversionDerivationversionCutoffReviewerStatusDatasetF1.N2Review evidence

Steps

Prepared data and source versions

Record source versions and cutoff.

Apply documented derivations

Use approved variable definitions and analysis population rules.

Reconcile records and populations

Compare lineage, units and population definitions; investigate discrepancies.

Independent review and issue closure

Document review findings and unresolved limitations.

Finalize dataset version

Record approval decision, immutable dataset identifier and cutoff.

Change request and rerun policy

Define how post-finalization changes create a new version.

Tables and supporting information

Dataset lineage and review

Dataset lineage and reviewDatasetSourceversionDerivationversionCutoffReviewerStatusDataset

The table records externally established versions; the editor does not lock a dataset.

Review evidence

Attach review records and resolved discrepancy evidence.

Sources