Assess graduate-level ability to evaluate the validity, reliability, and equity implications of teacher value‑added models (VAMs) in K–12 accountability systems; includes testing understanding of model assumptions, measurement error, causal identification, student sorting and missing-data biases, reliability metrics, disparate-impact analyses, limitations of test-score outcomes, high-stakes consequences, alternative evaluation approaches, and policy and mitigation strategies.