Predictive HR Analytics: Mastering the HR Metric
Predictive HR Analytics: Mastering the HR Metric
Predictive HR Analytics: Mastering the HR Metric
Description
Description
This is the essential guide for HR practitioners who want to gain the statistical and analytical knowledge to fully harness the potential of HR metrics and organizational people-related data.
The ability to use and analyse data has become an invaluable skill for HR professionals to not only identify trends and patterns, but also make well-informed business decisions. The third edition of Predictive HR Analytics provides a clear, accessible framework for understanding people data, working with people analytics and advanced statistical techniques. Readers will be taken step-by-step through worked examples, showing them how to carry out analyses and interpret HR data in areas such as employee engagement, performance and turnover. Learn how to make effective business decision with this updated edition that includes the latest materials on predicting attrition with machine learning, biased algorithms and data protection, supported by online resources consisting of R and Excel data sets.
About the Author
About the Author
Martin R Edwards is a Professor in Management at UQ Business School, University Queensland, Australia and has been teaching HR and Statistics for over 20 years.
Kirsten Edwards is the Global Head of People Data and Analytics at Rio Tinto. With over two decades of international experience in Analytics, HR and Management Consulting, she has supported various organisations across multiple sectors, empowering them to utilise people data and analytics more effectively. Daisung Jang Daisung Jang is an Assistant Professor at Melbourne Business School. He has over a decade of experience in data visualization and analysis using R. He has conducted workshops for PhD students and academic staff on statistical analyses using R.
Critical Reviews
Critical Reviews
"Developing a clear understanding how talent creates customer and economic value and translating this knowledge into action is a key driver of success in any organization. But most firms lack both the data that they need and the requisite analytical capabilities required to drive real change. In Predictive HR Analytics, Edwards and Edwards demonstrate how to make this happen, using evidenced based examples data from a wide variety of organizational settings. This book should be studied carefully by any serious workforce analyst. A tremendous resource."
"Predictive HR Analytics is a comprehensive and detailed guide for any professional interested in this exciting new field. The book will help you understand what data to analyze, how to interpret and analyze the data and how different types of models work. Highly recommended for people analytics specialists!"-- "Josh Bersin, Global Industry Analyst and Founder, Bersin by Deloitte"
Publishing Information
Publishing Information
Publisher:
Kogan Page
Pub date:
2024-06-25
Length:
528 pages
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