Dr Martin Edwards, Kirsten Edwards, Daisung Jang

Using R in HR Analytics

A Practical Guide to Analysing People Data

• Gebundenes Buch

Produktbeschreibung

Understand how to use R and R Studio to analyse HR data and deliver insights that drive workforce and business performance.

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Produktdetails

• Verlag: Kogan Page Ltd
• Seitenzahl: 480
• Erscheinungstermin: 29. Oktober 2024
• Englisch
• Abmessung: 250mm x 175mm x 30mm
• Gewicht: 936g
• ISBN-13: 9781398618275
• ISBN-10: 1398618276
• Artikelnr.: 69723064

Autorenporträt

Martin R Edwards is a Professor in Management in the Business School at the University of Queensland, Australia; he has taught HR and also statistics for over 25 years. Kirsten Edwards is Global Head of People Data and Analytics at Rio Tinto. She has over 20 years' broad international experience in analytics, HR and management consulting. She is based in Queensland. Daisung Jang has over 10 years' experience of data analysis and is an expert on R. He is Assistant Professor at Melbourne Business School, Australia.

Inhaltsangabe

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;