Predictive HR Analytics: Mastering the HR Metric
Edwards, Dr Martin, Edwards, Kirsten
Published by Kogan Page
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- Title
- Predictive HR Analytics: Mastering the HR Metric
- Author
- Edwards, Dr Martin, Edwards, Kirsten
- Publisher
- Kogan Page
- Condition
- Good
- ISBN 10
- 0749484446
- ISBN 13
- 9780749484446
HR metrics and organizational people-related data are an invaluable source of information from which to identify trends and patterns in order to make effective business decisions. But HR practitioners often lack the statistical and analytical know-how to fully harness the potential of this data.
Predictive HR Analytics provides a clear, accessible framework for understanding and working with people analytics and advanced statistical techniques. Using the statistical package SPSS (with R syntax included), it 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. Readers are shown how to use the results to enable them to develop effective evidence-based HR strategies.
This second edition has been updated to include the latest material on machine learning, biased algorithms, data protection and GDPR considerations, a new example using survival analyses, and up-to-the-minute screenshots and examples with SPSS version 25. It is supported by a new appendix showing main R coding, and online resources consisting of SPSS and Excel data sets and R syntax with worked case study examples.
"Synopsis" may belong to another edition of this title.
About the Author
Kirsten Edwards is HR Lead for Advanced Analytics and Data Science at Rio Tinto and has over 20 years' broad international experience in analytics, HR and management consulting. She is a visiting lecturer at Kent Business School and at King's Business School.
"About the title" may belong to another edition of this title.
FirstClassBooks
Little Rock, AR, U.S.A.
AbeBooks seller since December 7, 2016
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