Edwards, Dr Martin
Predictive HR Analytics: Mastering the HR Metric
- ISBN 13:
- 9780749484446
- author:
- Edwards, Dr Martin
- format:
- Paperback / softback
- publisher:
- Kogan Page Ltd
- language:
- English
- Publication Year:
- 2019
- Pages:
- 536
- Dimensions:
- 24 x 17 centimetres (0.90 kg)
- Genre:
- Business, Human Resources & Personnel Management, ,
- Condition:
- New
- Availability:
- Item usually sent within 10 working days
Description
Predictive HR Analytics provides a clear and accessible framework for understanding and working with people analytics and advanced statistical techniques. This book takes readers step by step through worked examples, showing them how to carry out and interpret analyses of HR data in areas such as employee engagement, performance, and turnover.
Using the statistical package SPSS (with R syntax included), readers are shown how to use the results to develop effective evidence-based HR strategies. The second edition has been updated to include the latest material on machine learning, biased algorithms, data protection, and GDPR considerations, as well as new examples and screenshots.
Supporting online resources include SPSS and Excel data sets, R syntax with worked case study examples, and a new appendix showing main R coding. This book is ideal for HR practitioners looking to improve their analytical skills and make informed business decisions using people analytics.