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In many developed countries, elementary school teaching is predominantly female, raising concerns about potential implications for student outcomes. South Korea mirrors this global trend, with male teachers comprising only about 21% of elementary school teachers. Using the Jeonnam Education Longitudinal Study and hierarchical linear modeling with school fixed effects, this study examines how school-level teacher gender composition affects students' cognitive and non-cognitive outcomes. Results indicate no significant effect on academic achievement. However, male students attending schools with higher proportions of female teachers show significantly lower levels of career maturity and self-control compared to their female peers. These findings underscore the importance of considering institutional contexts in gender equity policies and suggest targeted interventions focusing on non-cognitive skill development.