An Effort-Centered Model of Learning: Academic Achievement Among East Asian Immigrant Families in Canada

East Asian immigrant families in Western countries are commonly measured to outperform their non-immigrant peers in school, yet researchers disagree about why. This paper aims to answer a narrower version of that question, specifically, whether the effort-centered model of learning that was characterized in cross-cultural scholarship can be identified in a contemporary Canadian sample. Here, an effort-centered model of learning means a model in which achievement is understood to follow from sustained, disciplined study rather than from fixed ability. Education scholars have widely associated this model with China's imperial examination system. Using paired student-parent survey data from 252 matched student-parent pairs drawn from a sample of 343 adolescents aged 13 to 17, the analysis tests three predictions the model would generate: first, that the achievement advantages should be independent of family capital and resources, second, it should track East Asian heritage rather than immigrant status generally, lastly, it should be subject-specific. All three of these predictions appeared in the data. Students from East Asian immigrant families show a substantial mathematics advantage with no corresponding gap in English. Importantly, this gap is decoupled from both household income and parental education levels. Parental education is statistically indistinguishable across the two groups, and the mathematics advantage appears despite immigrant families in this sample reporting lower household incomes than non-immigrant families. These patterns are consistent with a transmitted, effort-centered orientation operating through family practice, and are difficult to reconcile with accounts resting on parental educational selectivity or economic status. The sample is self-selected and academically high-achieving, so the findings establish the model’s presence rather than its prevalence or historical causations or origins.