HR Analytics

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HR Analytics

Integrating Theory and Practice

Sanket Dash
Indian Institute of Management Rohtak

Shyamali Satpathy
Galgotias University

Publication Date: 2026

HR Analytics: Integrating Theory and Practice offers a clear, conceptually grounded, and practice-oriented guide to understanding and applying data-driven approaches in human resource management.

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HR Analytics: Integrating Theory and Practice offers a clear, conceptually grounded, and practice-oriented guide to understanding and applying data-driven approaches in human resource management. Designed for postgraduate management students, the book cuts through the noise surrounding HR analytics by explaining its core ideas through a first principles-based framework. It connects foundational concepts with contemporary organizational needs, helping readers understand why HR analytics has emerged as a critical capability in modern, digital enterprises. The book aligns with the National Education Policy (NEP) 2020, with its emphasis on analytical thinking, skill-based learning, and strong industry relevance.

Drawing on the 5W1H (Why, What, Who, When, Where, and How) framework, the text is organized to provide both conceptual clarity and practical progression. The early chapters examine the evolving role of HR in the digital era and establish the strategic and theoretical foundations of HR analytics. Subsequent chapters focus on the core processes that enable analytics, including HRIS and data management, HR metrics and key performance indicators, and the statistical techniques required to analyse and interpret HR data. Each chapter addresses specific analytical questions while remaining interconnected within a coherent learning pathway.

A key strength of the book is its strong emphasis on application and decision-making. Real-life case studies illustrate how organizations use HR analytics to address workforce challenges, linking analytical techniques to managerial outcomes. The scope then expands from individual skill development to organizational capability, guiding senior managers through decisions related to building or outsourcing an HR analytics function using a transaction cost economics perspective. The final chapter examines future trends shaping HR analytics, including emerging competencies, labour market implications, and ethical considerations associated with data-driven people management. With clearly stated chapter objectives and case-based learning throughout, HR Analytics serves as a comprehensive resource from foundational understanding to strategic implementation.

  1. The Evolving Role of HR in the Digital Era
    1. Introduction: Evolution of HRM in the Digital Era
    2. Changing Trends in HRM: Shift from Administration to Strategy
    3. Three Phases of HRM: Traditional HRM, Strategic HRM and Analytics-Driven HR
  2. Strategic Perspective of HR Analytics
    1. Introduction
    2. Definition of HR Analytics
    3. Importance and Application of HR Analytics
    4. Present Scenario of HR Analytics
    5. Key Influencers in the HR Analytics Process
    6. Models for Adoption of HR Analytics
    7. Critical Areas of HRA
    8. Essential Skills for Success in HR Analytics
  3. HRIS and Data
    1. Introduction
    2. Importance of Data
    3. Data Types and Measurement Scales
    4. Data Capturing Methods
    5. Data Cleaning and Verification
    6. HRIS Overview: Features, Benefits, and Integration with Analytics Platforms
    7. HR Audit
    8. Data Governance and Ethics: Ensuring Compliance with Legal Standards and Ethical Handling of Employee Data
  4. HR Metrics and Key Performance Indicators
    1. Introduction
    2. Metrics and KPI
    3. Difference between Metrics and KPIs
    4. Key Categories of Metrics
    5. Strategic Uses of Metrics
    6. Developing and Selecting Effective HR Metrics and KPIs for Specific HR Functions
    7. HR Dashboards and Visualization
    8. Integrating HR with the Organization: Balanced Scorecard
  5. Key Statistical Techniques in HR Analytics
    1. Introduction
    2. Sample and Population
    3. Probability Distribution
    4. Mean, Variance, and Standard Deviation
    5. Hypothesis Testing
    6. Measures of Central Tendency
    7. t-Test
    8. ANOVA
    9. NOIR Acronym and Chi-square Test
    10. Correlation and Linear Regression
    11. Logistic Regression
  6. Application of HR Analytics
    1. Introduction
    2. Application of Analytics in Workforce Planning and Forecasting
    3. Application of Analytics in Recruitment
    4. Application of Analytics in Selection
    5. Visualising Recruitment and Selection Metrics
    6. Using Analytics in Performance Appraisal (PA)
    7. Application of Analytics in Training
    8. Application of Analytics in Talent Management
    9. Application of HR Analytics in Career Progression and Workforce Deployment
    10. Application of HR Analytics in Compensation Management
  7. Developing an HR Analytics Unit
    1. Introduction
    2. Developing an Analytics-Oriented Mindset: Managing Change and Stakeholder Commitment
    3. Identifying Appropriate Structure and Basic Roles
    4. Building an HR Analytics Unit
    5. Embedding and Strengthening HR Analytics Culture
    6. Policies for Governance: Ensuring Data Security, Integrity, and Accountability
  8. Future of HR Analytics
    1. Introduction
    2. From Compliance to Innovation
    3. Harnessing AI and Other Next-Generation Technologies for HR Analytics
    4. Leveraging Other Next-Generation Technologies for HRM
    5. Legal and Ethical Issues Related to Next-Generation Technologies
    6. Concluding Remarks on Next-Generation Technologies and HR Analytics
    7. HR Analytics and the Job Market

Sanket Dash
Indian Institute of Management Rohtak

Sanket Dash is a faculty member in Organizational Behaviour and Human Resource Management at the Indian Institute of Management Rohtak. Professor Dash completed his Fellow Programme in Management at the Indian Institute of Management Ahmedabad, an experience that shaped his approach to research and teaching. Earlier in his career, he worked as a Senior Analyst at Deloitte US India, gaining exposure to the practical dimensions of organizational strategy and analysis.

Prior to joining IIM Rohtak, he served as a faculty member at the Xavier School of Human Resources at Xavier University, Bhubaneswar. Over the years, his teaching has engaged with organizational design, leadership, recruitment and selection, strategic consulting, and human behaviour in organizations. His research centres on public service motivation, job crafting, performance management, and corporate social responsibility. He has contributed to the field through books, book chapters, research articles, and case studies published in international peer-reviewed outlets.


Shyamali Satpathy
Galgotias University

Shyamali Satpathy brings over 22 years of combined corporate and academic experience to her work in Human Resource Management and Organizational Behaviour. Professor Satpathy holds a Ph.D. in Management and an MBA from Sambalpur University and is currently pursuing a second Ph.D. at IIT Delhi, reflecting her continued engagement with scholarly inquiry. She serves as an Adjunct Professor at Galgotias University and previously held the position of Dean (Academics) at the Army Institute of Management and Technology, Greater Noida. Her academic and professional interests span HRM, OB, HR analytics, performance management, talent acquisition, leadership, employee motivation and retention, and governance. She is the recipient of the Dr Sarojini Naidu International Award for Working Women (2024).


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