Workforce Data Lab
Research index

People-Analytics

8 pieces on file
  1. Absence and PTO Analytics: Skewed Distributions, Calendar Artefacts, and the Burnout-Proxy Problem
    people-analytics 5 min
  2. Workforce Planning Scenarios: Driver-Based Models vs Budget Arithmetic, and the Assumptions Register
    people-analytics 5 min
  3. GenAI in People Analytics: Where LLMs Help, Where They Fabricate, and a Validation Protocol
    people-analytics 5 min
  4. Pay Equity Analysis: The Specification Choices That Change the Answer
    people-analytics 5 min
  5. Internal Mobility Metrics That Hold Up: Definitions, Denominators, and the Gaming Problem
    people-analytics 5 min
  6. Skills Data Quality: Inferred vs Attested Skills, and How to Decide with Bad Mirrors
    people-analytics 5 min
  7. Engagement Survey Methodology: Why the Instrument Moves More Than the Intervention
    people-analytics 5 min
  8. Attrition Risk Models: What a Defensible Model Actually Needs
    people-analytics 6 min