Metrics Need Context
How to make metrics meaningful with baseline, timeframe, comparison, and interpretation.
Metrics can mislead without context
Numbers alone are ambiguous.
Baseline is the first anchor
Show the starting point.
Framework: Metric → Baseline → Timeframe → Comparison → Meaning
Use five layers.
Timeframe matters
Separate spikes from trends.
Comparison gives position
Use target, benchmark, control, or history.
Denominator matters
Avoid distorted impressions.
Use cautious attribution
Do not overclaim causality.
Explain meaning
Connect the metric to value.
Applying this on Forwork
Use a Metric Block with source, delta, attribution, and meaning.
Conclusion
Metric → Baseline → Timeframe → Comparison → Meaning.