Introduction The Key Stage 2 (KS2) SATs results play a critical role in assessing the educational progress of students in England at the end of primary education. Annually, these results give insight into how schools and pupils perform against national standards, making it essential for stakeholders, including parents, educators, and policymakers. The results from the