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Xin Li
College-Major Choice to College-then-Major Choice: The Heterogeneous Impacts of Late Specification Reforms on College Student Composition
This paper provides one of the first natural experimental evidence on the consequences of a transition from college-major (early specialization) to college-then-major (late specialization) choice mechanism. Specifically, we study a recent reform in China that allows college applicants to apply… more →
College-Major Choice to College-then-Major Choice: Experimental Evidence from Chinese College Admissions Reforms
One of the most important mechanism design policies in college admissions is to let students choose a college major sequentially (college-then-major choice) or jointly (college-major choice). In the context of the Chinese meta-major reforms that transition from college-major choice to college-… more →
Heterogeneous Major Preference for Extrinsic Incentives: The Effects of Wage Information on the Gender Gap in STEM Major Choice
Despite the growing evidence of informational interventions on college and major choices, we know little about how such light-touch interventions affect the gender gap in STEM majors. Linking survey data to administrative records of Chinese college applicants, we conducted a large-scale… more →