Effective Metrics: A Guide to Selection and Implementation
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20 min
Analytics isn't just about collecting data—it's about driving real business impact. But poorly chosen metrics can create an illusion of control while hiding real problems.
In this talk, we'll explore key analytics performance metrics that actually improve processes and work quality:
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Production analytics errors—how to measure the cost of mistakes and reduce them.
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Cycle Time vs. Progress Time—why speed ≠ efficiency and how to properly track progress.
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Sprint completion rates—how to distinguish attractive reporting from actual productivity.
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Team/client evaluations of analysts—why subjective metrics sometimes matter more than numbers.
You'll learn how to avoid “metrics theater” (where beautiful dashboards don't lead to decisions) and implement indicators that don't just collect data but actually change processes.
Who will find this talk useful:
analysts, data/product managers, team leads, and anyone tired of meaningless dashboards.