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Full Description
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.
Contents
Foreword by G. Raghuram
Preface
Acknowledgements
Organization of the Book
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 Classification and Regression Trees (CART) and Ensemble Techniques
HR Analytics Applications of Factor Analysis and Cluster Analysis
Glossary
Index
