Assess the ability to analyze the effectiveness of competency‑based assessment frameworks in adult professional education programs, including evaluation of validity, reliability, alignment with competency taxonomies, learner outcomes, equity and access, implementation fidelity, and scalability; apply mixed‑methods program evaluation techniques, interpret assessment metrics and case study evidence, and propose evidence‑based recommendations to improve assessment design and policy.