This publication draws on Alverno’s experience in student and institutional assessment to articulate frameworks for establishing the validity of student learning outcome measures. It tracks how the dynamics of curriculum, teaching, learning, and assessment interact to shape practice-informed meanings for the concept of validity, accommodating both the educational use of performance-based assessments and wider demands for accountability.