DataTerminology.comNEW
Also known as: Enterprise Metrics
Quantifiable measures that track and assess the performance, health, or progress of business processes and outcomes.
DESCRIPTION
Business metrics provide a common language for performance management across teams. Good metrics are well-defined, auditable, timely, and tied to business objectives. They are organized into operational and strategic layers, and often tracked via dashboards or scorecards. Data governance ensures consistent definitions, lineage, and ownership. Beware vanity metrics that look impressive but lack decision relevance. Clear documentation and stakeholder alignment prevent metric proliferation and confusion.
ALTERNATIVE DEFINITIONS
Investopedia
A metric is a quantifiable measure that is used to track and assess the status of a specific process.
Generic definition applicable to business contexts broadly.
Klipfolio
A business metric is a quantifiable measure used to track and assess the status of a specific business process.
Business-focused phrasing widely adopted in BI practice.
RELATED TERMS
Key Performance Indicator Scorecard Objectives and Key Results Benchmarking Data Quality Governance Service Level Indicator Cohort Analysis Dashboard
COMPETING TERMS
Vanity Metric
RELATIONS
- Broader: Metrics
KNOWLEDGE AREAS
Domain & Business Context Data Visualization Data Warehousing & BI Data Management
TARGET AUDIENCE
Chief Data Officer BI Specialist Data Analyst Data Steward Data Strategy Consultant Chief Information Officer
EXTERNAL SOURCES
- Wikipedia - Performance indicator
- ISO 22400 (KPI for manufacturing operations) - Formal KPI standards example
- Google SRE - SLI/SLO metrics for reliability
- Google Cloud - Measuring what matters in operations
TOP QUESTIONS
How do Business Metrics differ from KPIs?
KPIs are the subset of metrics most critical to success. All KPIs are metrics, but not all metrics are KPIs.
Category: Misunderstanding
What makes a good Business Metric?
It is clear, actionable, reliable, timely, and aligned to objectives. It has a defined owner and calculation method.
Category: Requirements
How to prevent vanity metrics in Business Metrics?
Tie metrics to decisions and outcomes. If a metric can’t change behavior, reconsider tracking it.
Category: Mistakes
Why is metric governance important?
It prevents conflicting definitions, ensures lineage, and builds trust in dashboards and reports.
Category: Management
What’s a hot topic in Business Metrics?
Metric layers and contracts define shared, reusable metrics for consistent analytics across tools.
Category: Topic
How often should Business Metrics be reviewed?
Review cadence depends on volatility; operational metrics daily or weekly, strategic metrics monthly or quarterly.
Category: Management
How to start defining Business Metrics?
Begin with business objectives, map decisions, and define a minimal set of metrics that inform them.
Category: Getting Started
What tools support Business Metrics?
Data catalogs for definitions, BI tools for visualization, and metric stores or semantic layers for consistency.
Category: Tools
How to ensure metric comparability over time?
Version metric definitions and maintain change logs. Backfill historical data when feasible.
Category: Best Practices