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

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

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About the Book

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. 

Table of 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


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Product Details
  • ISBN-13: 9789353282967
  • Publisher: Sage Publications India Pvt Ltd
  • Publisher Imprint: Sage Publications India Pvt Ltd
  • Height: 241 mm
  • No of Pages: 352
  • Sub Title: A Step-by-Step Guide
  • Width: 184 mm
  • ISBN-10: 9353282969
  • Publisher Date: 12 Jun 2019
  • Binding: Paperback
  • Language: English
  • Returnable: N
  • Weight: 650 gr


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