Confidently analyse your organization's HR data using R and R Studio
to gain insights that improve people strategy and business
decision-making. Effective use of HR data has the power to transform a
business. However, this is only possible if HR practitioners have the
knowledge, skills and confidence to analyse the data and to draw
evidence-based insights from it. This book is the practical guide that
HR professionals need. Through worked examples, this book shows
readers how to carry out and interpret analyses of HR data in areas
such as recruitment, performance, employee engagement and diversity.
People professionals are then shown how to use the results to develop
robust people strategies and to support more effective evidence-based
decision-making. Using R in HR Analytics provides a thorough grounding
in the differences between descriptive reporting and predictive
analytics as well as the methods and measures used to identify the
validity of results. There is also expert guidance on the role of
artificial intelligence, machine learning and large language modelling
on HR analytics. Written for HR professionals at any level, there is
essential coverage of data privacy and the ethical considerations of
using people data. Online resources include sample datasets to allow
readers to practice analysing HR data.
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A Practical Guide to Analysing People Data
Produktdetaljer
ISBN
9781398618268
Publisert
2024
Utgave
1. utgave
Utgiver
Kogan Page
Språk
Product language
Engelsk
Format
Product format
Digital bok