Predictive Analytics on Employees Performance
  • Author(s): Swati Raj
  • Paper ID: 1708755
  • Page: 1857-1860
  • Published Date: 29-05-2025
  • Published In: Iconic Research And Engineering Journals
  • Publisher: IRE Journals
  • e-ISSN: 2456-8880
  • Volume/Issue: Volume 8 Issue 11 May-2025
Abstract

This research explores the application of predictive analytics in evaluating and enhancing employee performance in organizations. Using a primary data questionnaire distributed to 150 employees, the study leverages regression analysis, ANOVA, and clustering to identify key predictors of high performance. Results reveal that timely feedback, analytics-based recommendations, and clear, data-driven goals are the most significant drivers of productivity. The study concludes with practical recommendations for HR leaders and future research directions.

Citations

IRE Journals:
Swati Raj "Predictive Analytics on Employees Performance" Iconic Research And Engineering Journals Volume 8 Issue 11 2025 Page 1857-1860

IEEE:
Swati Raj "Predictive Analytics on Employees Performance" Iconic Research And Engineering Journals, 8(11)