Assess students' ability to analyze the relative effects of credential-based versus competency-based hiring practices on early-career workforce outcomes in technology and healthcare. Scope includes comparison of hiring rates, job performance, retention, career progression, equity and access, employer fit, and labor-market signaling; evaluation of measurement methods and study designs (quantitative and qualitative); interpretation of data and case studies; and formulation of evidence-based employer or policy recommendations.