Rethinking the “Asian advantage”: socioeconomic rather than ethnic school composition affects HSC mathematics outcomes in New South Wales

Debates about the so-called “Asian educational advantage” require clarity on how the ethnic and socioeconomic makeup of schools affects student achievement. Using administrative data from the 2017 Higher School Certificate (HSC) cohort in New South Wales, two-level regression models differentiate between the effects of students’ personal backgrounds and those of the schools they attend. Indicators of ethnicity include the languages spoken at home by students and their parents, as well as students’ country of birth. The analysis demonstrates that students in schools with higher proportions of East-Asia-born peers tend to perform better in advanced HSC mathematics courses. However, this apparent ethnic advantage vanishes in schools with student populations of similar socioeconomic profiles. The findings illustrate that schools’ more advantaged socioeconomic compositions explain the higher performance often attributed to ethnically “Asian” schools. Potential implications of confounding school ethnic and socioeconomic profiles are discussed.

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Publication Details

Journal
Mathematics Education Research Journal
Published
2026-03-23
DOI
https://doi.org/10.1007/s13394-025-00558-9
Primary Topic
School Choice and Performance
Type
article
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article

Rethinking the “Asian advantage”: socioeconomic rather than ethnic school composition affects HSC mathematics outcomes in New South Wales

Joanna Sikora
Mathematics Education Research Journal
School Choice and Performance
article

Rethinking the “Asian advantage”: socioeconomic rather than ethnic school composition affects HSC mathematics outcomes in New South Wales

Joanna Sikora
article en

Abstract

Debates about the so-called “Asian educational advantage” require clarity on how the ethnic and socioeconomic makeup of schools affects student achievement. Using administrative data from the 2017 Higher School Certificate (HSC) cohort in New South Wales, two-level regression models differentiate between the effects of students’ personal backgrounds and those of the schools they attend. Indicators of ethnicity include the languages spoken at home by students and their parents, as well as students’ country of birth. The analysis demonstrates that students in schools with higher proportions of East-Asia-born peers tend to perform better in advanced HSC mathematics courses. However, this apparent ethnic advantage vanishes in schools with student populations of similar socioeconomic profiles. The findings illustrate that schools’ more advantaged socioeconomic compositions explain the higher performance often attributed to ethnically “Asian” schools. Potential implications of confounding school ethnic and socioeconomic profiles are discussed.

Mathematics Education Research Journal
Australian National University (AU)
Quality Education
Openalex Percentile: Top 12%
School Choice and Performance
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Rethinking the “Asian advantage”: socioeconomic rather than ethnic school composition affects HSC mathematics outcomes in New South Wales — Joanna Sikora · Mathematics Education Research Journal (2026) | TGRS Research Map | TGRS