Synthetic Metric
UX Design
What is a Synthetic Metric
A Synthetic Metric is a compound measurement that combines multiple individual metrics or data points into a single, more comprehensive indicator. It provides a holistic view of performance or user experience by aggregating various related measurements.
How Synthetic Metrics work
Creation involves:
- Component Selection: Choosing relevant individual metrics
- Weighting: Assigning importance to different components
- Formula Creation: Developing calculation method
- Validation: Testing correlation with desired outcomes
When to use Synthetic Metrics
Implement synthetic metrics when measuring complex phenomena that can't be captured by a single metric, tracking overall system health, or creating executive dashboards. They're particularly valuable for summarizing multiple aspects of user experience.
Benefits of Synthetic Metrics
These metrics provide simplified reporting, enable tracking of complex phenomena, facilitate trend analysis, and help communicate performance to stakeholders. They help teams focus on overall impact rather than individual measurements.
Select metrics that collectively represent your key performance indicators and align with business goals. Consider both quantitative and qualitative measures that impact user experience.
Review and update methodology quarterly or annually, depending on your product cycle. Ensure any changes are well-documented and communicated to stakeholders.
Yes, if not properly constructed or interpreted. Always maintain transparency about calculation methods and provide access to component metrics for detailed analysis when needed.
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