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Class Size Effects in Higher Education: Differences Across STEM and Non-STEM Fields

Elif Kara (), Mirco Tonin and Michael Vlassopoulos ()
Additional contact information
Elif Kara: Bursa Uludag University

No BEMPS70, BEMPS - Bozen Economics & Management Paper Series from Faculty of Economics and Management at the Free University of Bozen

Abstract: In recent years, many countries have experienced a significant expansion of higher education enrolment. There is a particular interest among policy makers for further growth in STEM subjects, which could lead to larger classes in these fields. This study estimates the effect of class size on academic performance of university students, distinguishing between STEM and non-STEM fields. Using administrative data from a large UK higher education institution, we consider a sample of 25,000 students and a total of more than 190,000 observations, spanning six cohorts of first-year undergraduate students across all disciplines. Our identification of the class size effects rests on within student-across course variation. Overall, we find that larger classes are associated with significantly lower grades (effect size of -0.04) and the effect varies across academic fields, with no effect in non-STEM fields, and a large effect in STEM fields (-0.08). We further explore the heterogeneity of the effect along the dimensions of students' socio-economic status, ability, and gender, finding that in STEM disciplines smaller classes appear to be particularly beneficial for students from a low socio-economic background, with higher attainment in A-levels and to male students.

Keywords: class size; higher education; student academic performance; STEM (search for similar items in EconPapers)
JEL-codes: I21 I23 I28 (search for similar items in EconPapers)
Pages: [28 pages]
Date: 2020-02
New Economics Papers: this item is included in nep-edu and nep-eur
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Related works:
Working Paper: Class Size Effects in Higher Education: Differences across STEM and Non-STEM Fields (2020) Downloads
Working Paper: Class Size Effects in Higher Education: Differences across STEM and Non-STEM Fields (2020) Downloads
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