Dekorationsartikel gehören nicht zum Leistungsumfang.
Sprache:
Englisch
Regulärer Preis:
inkl. MwSt.
65,45 €
Versandkostenfrei per Post / DHL
Lieferzeit 1-2 Wochen
Kategorien:
Beschreibung
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.
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.
Über den Autor
MARTIN EDWARDS is an award-winning crime writer best known for two series of novels set in Liverpool and the Lake District. He is series consultant for British Library Crime Classics, the Vice Chair of the Crime Writers' Association, and President of the Detection Club. The Golden Age of Murder, his study of the Detection Club, was published in 2015 to international acclaim, and has been nominated for both the Edgar and Agatha awards for the year's best book about the genre. Adrian Muller is one of the co-founders of CrimeFest, the international crime fiction convention.
Inhaltsverzeichnis
- Chapter - 01: Understanding HR analytics;
- Chapter - 02: HR information systems and data;
- Chapter - 03: Analysis strategies;
- Chapter - 04: Case study 1: Diversity Analytics;
- Chapter - 05: Case study 2: Employee attitude surveys – engagement and workforce perceptions;
- Chapter - 06: Case study 3: Predicting employee turnover;
- Chapter - 07: Case study 4: Predicting employee performance;
- Chapter - 08: Case study 5: Recruitment and selection analytics;
- Chapter - 09: Case study 6: Monitoring the impact of interventions;
- Chapter - 10: Business applications: Scenario modelling and business cases;
- Chapter - 11: More advanced HR analytic techniques;
- Chapter - 12: Reflection on HR analytics: Usage, ethics and limitations;
Details
| Erscheinungsjahr: | 2024 |
|---|---|
| Fachbereich: | Management |
| Genre: | Importe, Wirtschaft |
| Rubrik: | Recht & Wirtschaft |
| Medium: | Taschenbuch |
| Inhalt: | Einband - flex.(Paperback) |
| ISBN-13: | 9781398618251 |
| ISBN-10: | 139861825X |
| Sprache: | Englisch |
| Einband: | Kartoniert / Broschiert |
| Autor: |
Edwards, Martin
Edwards, Kirsten Jang, Daisung |
| Hersteller: |
Kogan Page
Kogan Page Ltd |
| Verantwortliche Person für die EU: | Libri GmbH, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de |
| Maße: | 244 x 170 x 26 mm |
| Von/Mit: | Martin Edwards (u. a.) |
| Erscheinungsdatum: | 29.10.2024 |
| Gewicht: | 0,821 kg |