Executive Reporting
How can executives distinguish calculated data from governed data?
Last reviewed
Direct answer
Calculated data is arithmetic on whatever values arrived. Governed data has also gone through approved definitions, source authority, reconciliation and recorded determinations. Executives can tell them apart only if reports label them. A good practice is to mark each KPI as governed or calculated, and to treat calculated KPIs as provisional.
Why this happens
Both kinds of number look the same on a dashboard.
Labeling them shows where governance work should go next.
Example: board packet occupancy
Executive dashboard
91.0%
Built from a nightly data warehouse load.
Regional report
90.2%
Built from accounting after month-end adjustments.
Community report
92.1%
Built from the clinical census.
- Which number governs?
- Operator Authority
- Governing Record
- SeniorCRE Intelligence
- Execution
Illustrative figures. Governance first. Intelligence second. Execution last.
Leadership sees one number. The question is whether anyone can show which definition, sources and decisions stand behind it.
The governance question
A defensible executive number has an approved definition, a known source authority, a recorded resolution of any disagreement, and lineage back to source. Disputed numbers should be shown as disputed, not smoothed.
Evidence → Disagreement → Authority → Governing Record
What good operating infrastructure should do
- Governance checks before a number reaches an executive view.
- Visible dispute status for unresolved numbers.
- Drill-through from a KPI to its original source values.
- An audit trail of determinations behind each KPI.
- Clear labeling of calculated versus governed numbers.
SeniorCRE perspective
SeniorCRE is designed so an executive can open any governing number and see its definition, sources, disagreements and the determination that settled them. The aim is a defensible operating record, not a more attractive dashboard. Status: the Governed Operating Record is designed and not yet implemented in any community. What has been built, validated and deployed is published on the evidence page, and nothing here should be read as a production result.