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Academic performance, background and pre-existing quantitative skills of economics starters: Mind the Gap!

Gall, T., Giannarakis, P. ORCID: 0000-0001-5786-6081 & Lotti, E. (2026). Academic performance, background and pre-existing quantitative skills of economics starters: Mind the Gap!. International Review of Economics Education, 53, article number 100356. doi: 10.1016/j.iree.2026.100356

Abstract

We examine differences in early academic performance among economics entrants by gender, ethnicity and origin (home versus overseas), and assess the role of existing skills before entering university in explaining these differences. Using diagnostic test scores, assessment marks, and demographic data from three student cohorts (over 1000 observations), we identify sizeable attainment gaps between home and overseas students and across ethnic groups. By contrast, we find little evidence of differences by gender or socioeconomic status alone, except for an advantage of state-school over privately educated students and an advantage for men in Microeconomics among home students. Controlling for pre-existing knowledge substantially reduces, and often eliminates, these attainment gaps, suggesting that differences in early performance largely reflect variation in existing quantitative skills on entry. However, residual gaps for overseas students and some ethnic groups remain and our analysis indicates that language barriers may also contribute. These findings highlight the importance of targeted support at university entry to improve equality of opportunity and academic outcomes.

Publication Type: Article
Additional Information: © 2026 The Authors. Published by Elsevier Ltd. This article is available under the Creative Commons CC-BY-NC-ND license and permits non-commercial use of the work as published, without adaptation or alteration provided the work is fully attributed.
Publisher Keywords: Higher education, Educational inequality, Awarding gaps, Quantitative skills, Diagnostic tests
Subjects: H Social Sciences > H Social Sciences (General)
L Education > LB Theory and practice of education > LB2300 Higher Education
Departments: School of Policy & Global Affairs
School of Policy & Global Affairs > Department of Economics
SWORD Depositor:
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