Abstract
This paper examines the role of teacher recommendations in shaping students’ participation in advanced mathematics subjects and STEM extension programs. Such recommendations are often assumed to be influential but rarely theorised or empirically examined. Drawing on findings from two studies conducted in Victoria, Australia, and unpacked through the lens of Nudge Theory and Choice Architecture, the discussion highlights how teacher recommendations function as a part of educational choice architecture across both formal curriculum decisions and optional enrichment pathways.