TY - RPRT AU - Ahimbisibwe, Isaac AU - Altjmed, Adam AU - Artemov, Georgy AU - Barrios-Fernandez, Andres AU - Bizopoulou, Aspasia AU - Kaila, Martti AU - Liu, Jin-Tan AU - Megalokonomou, Rigissa AU - Montalban, Jose AU - Neilson, Christopher A. AU - Sun, Jintao AU - Otero, Sebastian AU - Ye, Xiaoyang TI - Pipeline vs. Choice: The Global Gender Gap in STEM Applications PY - 2025/Aug/ PB - Institute of Labor Economics (IZA) CY - Bonn T2 - IZA Discussion Paper IS - 18092 UR - https://www.iza.org/index.php/publications/dp18092 AB - Women account for only 35% of global STEM graduates, a share that has remained unchanged for a decade. We use administrative microdata from centralized university admissions in ten systems to deliver the first cross-national decomposition of the STEM gender gap into a pipeline gap (academic preparedness) and a choice gap (first-choice field conditional on eligibility). In deferred-acceptance platforms where eligibility is score-based, we isolate preferences from access. The pipeline gap varies widely, from -19 to +31 percentage points across education systems. By contrast, the choice gap is remarkably stable: high-scoring women are 25 percentage points less likely than men to rank STEM first. KW - centralized application platforms KW - STEM gender gap KW - gender inequality ER -