This research will examine how aspects of an undergraduate learning environment, specifically seating choices and spatial positioning of female-presenting students, affects classroom success for female-identifying engineering students. Existing literature highlights the underrepresentation of women in engineering and gender disparities in STEM education, which persist from elementary school through higher education. Single-sex K-12 school environments report enhanced academic performance and sel