Predictive HR Analytics for Strategic Workforce Development

Abstract

Predictive HR Analytics is transforming traditional human resource management by enabling organizations to anticipate workforce needs, identify future skill gaps, and align talent strategies with long-term business goals. By integrating machine learning, data mining, and statistical forecasting, predictive analytics enhances strategic workforce development through evidence-based insights. This paper examines predictive analytic tools, models, and applications in areas such as workforce planning, talent acquisition, skill development, retention forecasting, and succession management. It also discusses opportunities, challenges, and ethical considerations. Conceptual diagrams are included, and two clear research objectives are generated as requested.