Assess students' ability to analyze how competency-based performance appraisal systems influence employee productivity and turnover in multinational technology firms, including theory of competency models, measurement validity and reliability, cross-cultural implementation challenges, causal inference and statistical evaluation methods (e.g., regression, survival analysis), interpretation of HR metrics from case data, and formulation of evidence-based recommendations for policy and practice.