Definition
HR analytics uses quantitative data to measure and predict workforce trends, improving strategic and operational decisions.

Introduction
What gets measured gets managed. Data-driven HR converts intuition into insight and drives boardroom credibility.

Explanation
1️⃣ Descriptive analytics — Track turnover, absenteeism, hiring speed.
2️⃣ Predictive models — Forecast attrition and skill shortages.
3️⃣ Prescriptive analytics — Recommend retention or training actions.
4️⃣ Visualization tools — Dashboards for managers.
5️⃣ Ethical governance — Use anonymized, transparent data.

Key Takeaways

Start small: one metric that matters.

Predictive analytics reveal hidden patterns.

Governance prevents misuse.

Real-World Case
Google People Analytics: Correlates engagement and retention with management behaviors, informing leadership development initiatives.