Category
People Analytics
People Analytics Beyond Dashboards: From Metric to Decision
Use a practical metric-to-decision worksheet to combine people dashboards with safe qualitative evidence, human review, action ownership, and follow-up.
Predictive People Analytics: An Aggregate Forecasting Framework
Build aggregate workforce forecasts with clear targets, baselines, backtests, uncertainty ranges, drift reviews, scenarios, and human decisions.
People Analytics Software: Build a Review Workflow
Set up people analytics software as a data-to-review-to-action workflow with named owners, source checks, limits, and a return date.
Live vs Declarative HR Data: Freshness Is Not Reliability
Compare HR data by source, event date and quality instead of treating recent employee conversations as automatically reliable or observed evidence.
Workforce Intelligence: A Decision Method, Not a Dashboard
Define workforce intelligence, separate it from reporting, and use a practical evidence sheet to prepare a human workforce decision.
People Analytics Trends 2026: What the Evidence Shows
Review 2026 people analytics research and guidance on AI adoption, workforce skills, and practical tests for HR teams in the US and UK.
Turnover Analytics: Metrics, Cohorts and a Review Template
Build a useful turnover analysis with consistent metrics, comparable cohorts, employee context and a practical template for testing retention actions.
Turnover and Engagement: How to Test the Link
Test the relationship between employee engagement and turnover with aligned group measures, competing explanations and a practical fictional example.
Is Your People Analytics GDPR-Ready? An Evaluation Guide
Evaluate a people analytics use case against purpose, lawful basis, minimisation, transparency, access, retention, suppliers and human review.
People Analytics for SMEs: Start With One Decision
A practical people analytics method for SMEs: choose one workforce decision, check the data, hear context, and review an action.
People Analytics ROI: A Practical Finance Worksheet
Build a defensible people analytics ROI case with a baseline, full costs, benefit ranges, attribution tests, uncertainty, and a worked example.
Predictive People Analytics: A Model Audit Checklist
Audit a predictive people analytics model for outcome definition, leakage, baseline value, validation, calibration, error and decision boundaries.
Qualitative HR Data: Examples, Structure, and Governance
Define and govern qualitative HR data with practical examples, a reusable record schema, provenance and access rules, quality checks, and a worked example.
HR Sentiment Analysis: A Human-Reviewed Method
Use HR sentiment analysis without treating tone as emotion or fact. Build a reviewable method with labels, context, validation, and a worked example.
Qualitative People Analytics: A Practical Research Method
Plan qualitative people analytics with a decision brief, sampling map, interview guide, coding process, evidence review, and fictional worked example.
Organizational Intelligence: A Decision Context Worksheet
Build organizational intelligence around a decision, with traceable evidence, employee context, competing explanations and an accountable next step.