People Analytics, Hr Metrics & Evidence-based Hr

People Analytics, HR Metrics & Evidence-Based HR is simply a system way of 14 lessons that build a complete, interview-ready knowing of the topic. Work done them successful order, past usage the quiz and flashcards successful each instruction to revise.

What this people covers

What People Analytics Is and What It Is Not - The quality betwixt reporting headcount and answering a business question.
The Analytics Maturity Path from Reporting to Prediction - The stages, and the azygous realistic measurement to move up 1 level.
HR Data: Sources, Quality & the Systems It Lives In - Where group information comes from, and why it is usually messier than expected.
Headcount, Attrition & Retention Formulas Done Correctly - Every attrition definition, why they disagree, and choosing 1 deliberately.
Cost Metrics: Cost per Hire, Cost of Turnover & HR Cost Ratio - The costs formulas, including the components teams routinely time off out.
Productivity Metrics: Revenue and Profit per Employee - Computing productivity measures, and their limits crossed business models.
Metric Sets by Function: Hiring, Learning & Engagement - The metric group each HR sub-function owns, pinch benchmark ranges.
Building an HR Dashboard Leadership Actually Reads - Choosing the fewer metrics that thrust decisions, and laying them retired for a leader.
Attrition Prediction and the Ethics of Flight-Risk Scoring - How prediction models are built, and the statement betwixt penetration and surveillance.
Running an Experiment connected an HR Intervention - Designing a controlled trial of an HR change, pinch the ethical constraints.
Evidence-Based HR: The Four Sources of Evidence - Research, soul data, stakeholder views and master judgement, combined.
Presenting People Data to a Business Audience - Leading pinch the decision, and surviving the situation to your numbers.
AI successful People Analytics: Prediction, Language Models & Guardrails - Where models adhd existent predictive worth successful HR data, and the guardrails they need.
Case Study: An HR Metrics Workshop With Indian Numbers - Attrition, costs per prosecute and learning return worked done pinch Indian figures.