People Analytics

Theory, Tools and Techniques

Pratyush Banerjee, Jatin Pandey, Manish Gupta (Autoren)

Buch | Softcover

400 Seiten

2024
Routledge India (Verlag)
978-1-032-62399-3 (ISBN)

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This book addresses the topic of HR analytics focusing especially on demystifying analytics for HR managers, from both statistical and computing points of view. It presents the evolution and the importance of people analytics in today’s workforce management and highlights the motivation for studying business analytics, shows the different levels of analytic maturity and discusses real world success stories of business analytics in action through case studies. The volume provides the readers with a step-by-step guide to analyze HR data and interpret the results for strategy formulation. Each chapter of the book includes a vignette, data-driven exercises, and real-world case studies. The authors also introduce the readers to data visualization software Microsoft Power BI as well as elaborates on how to use Tableau Desktop.

This book would be useful to the students of human resource management, organizational behaviour, applied psychology, social work and sociology. It would also serve as very good handbook for practicing business executives helping them to implement data analytics for effective decision making in all kinds of business situations around the world.

Pratyush Banerjee is Associate Professor and Chair- Executive Education at International Management Institute (IMI) Bhubaneswar. He holds PhD in Management with specialization in HRM. He has over eight years of academic teaching experience at various institutions of repute including Xavier Institute of Management (XIM) University, Bhubaneshwar, T.A. Pai Management Institute (TAPMI), Manipal, and Birla Institute of Technology and Science (BITS) Pilani. Dr. Banerjee is certified HR Analytics professional from Aon-Hewitt and Certified Business Analytics Professional from Carlton Advanced Management Institute (CAMI), UK. He has undertaken various Management Development Programmes with organizations such as IOCL, HPCL, Poclain Hydraulics and CGI. He has also been a guest faculty with IIM Indore, IIM Sambalpur, IIM Amritsar, IIFT and IIM Raipur for teaching HR Analytics. Jatin Pandey is Associate Professor in Organizational Behaviour and Human Resource Management area, IIM Indore. He is Fellow of IIM Ahmedabad. Prior to this, he served at IIM Kozhikode as an Assistant Professor. He was conferred the seventh Young Faculty research chair in 2019 and the Best Teacher Award at IIM Indore in 2021 and 2023. He was awarded the Junior Research Fellowship (JRF) by the University Grants Commission, Government of India, and has been awarded the Best Thesis by IIM Ahmedabad for his doctoral work. He is a life member of the All India Management Association and the Academy of Human Resource Development. At I.I.M. Indore, he teaches across undergraduate, postgraduate, and doctoral Programmes and conducts M.D.P. s for private and public sector organizations, including armed forces. Manish Gupta (PhD, UGC-JRF, MBA) is Associate Professor at Mahindra University’s School of Management, with industry and teaching experience at various academic levels. He teaches Human Resource Management (HRM), Organizational Behavior (OB), HR analytics, and Competency Mapping to PhD, MBA, and BBA students. His current research interests encompass agile HRM and engagement through gamification. He is an Article Editor and Editorial Member for international journals. He has published papers in ABDC A* and A-ranked journals. His work has garnered media coverage and he has authored research papers, textbooks, reference books, book chapters, and teaching cases .

Foreword 1. Evolution of Business Analytics 2. Rise of People Analytics 3. Metrics for People Analytics 4. Data Visualization: Dashboards with MS Excel 5. Application of Power BI in Data Visualization 6. Application of Tableau in Data Visualization 7. Correlation and Linear Regression Applications in People Analytics 8. Comparison of Means and Analysis of Variance (ANOVA) in People Analytics 9. Application of Logistic Regression in People Analytics 10. Applications of Neural Networks in People Analytics 11. Applications of Classification and Regression Trees (CART) and Ensemble Methods in People Analytics 12. Applications of Factor & Cluster Analysis

Erscheint lt. Verlag	19.11.2024
Zusatzinfo	43 Tables, black and white; 2 Line drawings, black and white; 217 Halftones, black and white; 219 Illustrations, black and white
Verlagsort	London
Sprache	englisch
Maße	156 x 234 mm
Themenwelt	Mathematik / Informatik ► Informatik ► Datenbanken
	Sozialwissenschaften ► Soziologie ► Spezielle Soziologien
	Wirtschaft ► Betriebswirtschaft / Management ► Personalwesen
	Wirtschaft ► Betriebswirtschaft / Management ► Planung / Organisation
	Wirtschaft ► Volkswirtschaftslehre
ISBN-10	1-032-62399-3 / 1032623993
ISBN-13	978-1-032-62399-3 / 9781032623993
Zustand	Neuware