Scenarios

Different units cause inconsistent trends; decide governance and cleanup approach.

SAE appears in safety system but not in EDC; handle reconciliation and documentation.

Free text is overused; reduce coding burden and improve consistency.

Large uncoded conmed list near lock; prioritize and define stop rules.

High late-entry rate increases error risk; decide escalation and monitoring actions.

A check needs updating mid-study; ensure validation and traceability.

Many queries reopen due to incomplete responses; improve query quality and review.

Teams disagree about readiness; document exceptions and decisions.

Prepare a clear explanation of traceability from protocol to dataset.

Sites enter partial dates; decide conventions and analysis handling.

Different units cause inconsistent trends; decide governance and cleanup approach.

SAE appears in safety system but not in EDC; handle reconciliation and documentation.

Free text is overused; reduce coding burden and improve consistency.

Large uncoded conmed list near lock; prioritize and define stop rules.

High late-entry rate increases error risk; decide escalation and monitoring actions.

A check needs updating mid-study; ensure validation and traceability.

Many queries reopen due to incomplete responses; improve query quality and review.

Teams disagree about readiness; document exceptions and decisions.

Prepare a clear explanation of traceability from protocol to dataset.

Sites enter partial dates; decide conventions and analysis handling.

Different units cause inconsistent trends; decide governance and cleanup approach.

SAE appears in safety system but not in EDC; handle reconciliation and documentation.

Free text is overused; reduce coding burden and improve consistency.

Large uncoded conmed list near lock; prioritize and define stop rules.

High late-entry rate increases error risk; decide escalation and monitoring actions.

A check needs updating mid-study; ensure validation and traceability.

Many queries reopen due to incomplete responses; improve query quality and review.

Teams disagree about readiness; document exceptions and decisions.

Prepare a clear explanation of traceability from protocol to dataset.

Sites enter partial dates; decide conventions and analysis handling.

Different units cause inconsistent trends; decide governance and cleanup approach.

SAE appears in safety system but not in EDC; handle reconciliation and documentation.

Free text is overused; reduce coding burden and improve consistency.

Large uncoded conmed list near lock; prioritize and define stop rules.

High late-entry rate increases error risk; decide escalation and monitoring actions.

A check needs updating mid-study; ensure validation and traceability.

Many queries reopen due to incomplete responses; improve query quality and review.

Teams disagree about readiness; document exceptions and decisions.

Handle recurring missing end dates without flooding the site with low-value queries.

Visit dates frequently fall outside protocol windows; reduce deviations and query volume.