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PEOPLE-ANALYTICS5 MIN READ

Turnover Is a Denominator Problem

Distinguish attrition, quits, and separations by defining the denominator before interpreting movement.

Maya opens the exec dashboard at 8:40 a.m. and sees “turnover up 6 points.” The COO wants a retention plan by noon, but the number mixes resignations, layoffs, transfers, and retirements across three headcount snapshots. Workforce movement metrics need strict definitions. works when people analytics separates signal, decision, and action. Start with a business question that has a real owner: which roles are leaving, which engagement needs are weak, which workforce metric is moving, and what decision will change if the pattern is credible. Then define the denominator, time window, employee population, and comparison group before looking for drivers. That…

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