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Practical Applications of HR Analytics
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Practical Applications of HR Analytics
A Step-by-Step Guide

  • Pratyush Banerjee - Faculty, Department of Management, Birla Institute of Technology & Science (BITS) Pilani
  • Jatin Pandey - Faculty, Organizational Behaviour and Human Resource Management Area, Indian Institute of Management Indore (IIMI)
  • Manish Gupta - Faculty, Department of Human Resource, ICFAI Business School (IBS), Hyderabad


June 2019 | 368 pages | SAGE Publications Pvt. Ltd

A comprehensive introduction to the know-how of HR analytics and its role in optimizing HR decision-making and driving organizational performance.

In today’s technology-driven world, HR analytics is pivotal to measure, express and take focused HR decisions. Practical Applications of HR Analytics equips readers with the required tools and techniques to effectively identify, capture and utilize the vast amount of available data in making better informed business decisions.

The text is lucid and packed with practical illustrative examples, hands-on exercises and datasets. It is an invaluable resource for management students and HR professionals who want to translate the benefits of HR analytics into practice, thus paving the way for evidence-based human resource management.

Key Features:

• Practical understanding of a range of open-source statistical GUI software. 

• Focus on both descriptive and predictive analytics in HR. 

• Chapter opening vignettes, industry examples and real-world case studies on application of HR analytics in organizations. 

• Supplementary exercises and soft copy of datasets provided on Google Drive Link to facilitate hands-on training. 
 
Foreword by G. Raghuram
 
Preface
 
Acknowledgements
 
Chapter Outline
 
MODULE 1: INTRODUCTION TO HR ANALYTICS
 
Evolution of Business Analytics
 
Rise of HR Analytics
 
Applications of HR Metrics
 
MODULE 2: DESCRIPTIVE ANALYTICS IN HR
 
Creating HR Dashboards Using Microsoft Excel
 
Slicing and Dicing of HR Data: Pivot Table Applications
 
Applications of Tableau in HR Data Visualization
 
MODULE 3: PREDICTIVE ANALYTICS IN HR
 
HR Analytics Applications of Correlation and Linear Regression
 
HR Analytics Applications of Comparison of Means and ANOVA
 
HR Analytics Application of Logistic Regression
 
MODULE 4: MACHINE LEARNING AND HR ANALYTICS
 
HR Analytics Applications of Neural Networks
 
HR Analytics Applications of CART and Ensemble Techniques
 
HR Analytics Applications of Factor Analysis and Cluster Analysis
 
Glossary
 
Index

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Paperback
ISBN: 9789353282967
£30.00