2. Fairness and Transparency in Assessment Design

Fair assessments give all learners an equal opportunity to demonstrate their knowledge and skills. Ethical assessment design includes clear objectives, alignment with instructional goals, and accessible language that avoids cultural or linguistic bias. Transparency refers to ensuring students understand what is being assessed, how, and why.