Introduction to People Analytics: Development of People Analytics as a discipline – Data Management in People Analytics - People Analytics Maturity Model - Common terminologies in People Analytics
DCOVA Methodology for Data Management - Structured, Unstructured & Semi structured data - HR Reporting & Metrics - Analysis & presentation of Data - HR Dashboard & Metrics Leading & Lagging indicators - Balanced Score Card –Linkage to Analytics
Recruitment Analytics and On Boarding Analytics Staffing- Attrition & Retention Analytics.
Statistical tools in HR : ANOVA, Regression, Correlation - Survey Design - Scaling & Sampling techniques
Visualisation techniques - Importance of Context - Lessons in Story telling - Usage of Data to influence decisions -Basic Visualisation Skill
Reference Book:
1 Pratyush Banerjee, “Practical Applications of HR Analytics: A Step-by-Step Guide”, SAGE Publications India, 2019. (Units - II, III & IV) 2 Lyndon Sundmark, “Doing Hr Analytics: A Practitioner's Handbook With R Examples”, Createspace Independent Pub, 1st Edition, 2017. (Units - I & II) 3 Dr Shonna Waters, “The Practical Guide to HR Analytics: Using Data to Inform, Transform, and Empower HR Decisions”, Society for Human Resource Management, 2018. (Units - IV & V) 4 Dipak Kumar Bhattacharyya, “HR Analytics: Understanding Theories and Applications”, Sage Publications India, 1st Edition, 2017. (Units - I & II)
Text Book:
1. Jac Fitz-enz; The New HR Analytics: Predicting the Economic Value of Your Company's Human Capital Investments, American Management Association, 2010. (Units - I, II, III, IV & V) 2 John W. Boudreau Beyond HR: The New Science of Human Capital, Harvard Business School Press 2007. (Units - I & II)