The Role of HR Analytics in Transforming Performance Appraisal Systems and Employee Productivity

The integration of Human Resource (HR) analytics into performance management systems has emerged as a strategic approach to enhance employee productivity and organizational effectiveness.This study examines how HR analytics contributes to improving performance appraisal systems and supports data-driven decisionmaking in organizations.Primary data were collected from 140 respondents using a structured questionnaire, and statistical tools such as percentage analysis, chisquare tests, and ANOVA were applied.The findings indicate that HR analytics enhances transparency, fairness, and accuracy in performance evaluation while positively influencing employee satisfaction and productivity.The study concludes that organizations adopting HR analytics gain a competitive advantage through improved talent management and strategic HR practices.