1. Introduction
1.1 What is “HR Analytics?”
1.2 The Art and Science of it All
1.3 The Four Roles of HR Analytics
Chapter Summary
Quiz 1
The Rest of this Book
2. Recruiting and Staffing
2.1 Generic Staffing Model
2.2 Job Analysis
2.3 Sourcing
2.4 Recruiting
2.5 Reliability
2.6 Validity
2.7 Words of Caution in Using Assessments
2.8 Metrics
Chapter Summary
Case Study: Physical Therapy Recruiting
Quiz 2
3. Total Rewards
3.1 Job Evaluation
3.2 Salary Surveys and Benchmarking
3.3 Incentives and Pay-for-Performance
3.4 Evaluation of Benefits
3.5 Metrics
Chapter Summary
Case Study: Incentive Plan Return On Investment
Quiz 3
4. Training, Succession and Careers
4.1 Competency Modeling
4.2 Training Needs Assessment
4.3 Training Measurement and Experimental Design
4.4 Regression Modeling and Causality
4.5 Analytics in Succession and Career Planning
4.6 Succession Planning
4.7 Metrics
Chapter Summary
Case Study: ManuCo Succession Planning
Quiz 4
5. Nonexempt Workforce
5.1 Why focus here?
5.2 Hourly Hiring
5.3 Utility Analysis
5.4 Collective Bargaining
5.5 Productivity Analysis
5.6 Absenteeism
5.7 Metrics
Chapter Summary
Case Study: ManuCo Hourly Hiring Utility Analysis
Quiz 5
6. Getting Started
6.1 Capability / Readiness Matrix
6.2 Recruiting
6.3 Training impact
6.4 Total Rewards - Pay Equity
6.5 Employee Turnover
6.6 A Note About Inclusion and Diversity Analysis
Chapter Summary
Case Study: The Four Roles of HR Analytics
Quiz 6
7. In Closing
Number 1: Know Your Data
Number 2: Understand What You Can and Cannot Do (Yet!)
Number 3: Know Your Organization
Number 4: Think Differently
Number 5: “People Should Make People Decisions”
Some Closing Thoughts - My Hopes and a Thank You
Chapter Summary
Appendix: Getting Started with Excel – Video Tutorials
Basics of Microsoft Excel
The Excel Environment
Basic Operations
Formatting
Data Manipulation and Basic Formulas
Pivot Tables
Charts and Graphs
Slicers
Putting It All Together
Congratulations!
References