Abstract
Researchers analyzed quantitative data from the Education Longitudinal Study (2002–2004) to investigate the relationship between the highest mathematics course taken and the achievement of 12th-grade students minoritized by their racial-ethnic and language backgrounds in urban schools. Employing hierarchical linear models, researchers analyzed the effects of student linguistic minority (LM) status, English-language proficiency, and school urbanicity on mathematics achievement. Findings suggest an interdependent relationship between (a) students’ English-language and racial-ethnic backgrounds, (b) college-preparatory mathematics course-taking, (c) the urban school context, and (d) mathematics achievement. Researchers suggest promising education policies and pedagogical practices for improving LMs’ inequitable achievement outcomes by maximizing students’ opportunities-to-learn in college preparatory courses and facilitating the academic language of mathematics.
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Notes
Widely cited large-scale sociological studies of immigrants using similar types of datasets have used these same self-reported English proficiency measures and find that they are relatively reliable measures of language skills (Portes & Rumbaut, 2001).
The principal components analysis routine in STATA yielded the following weighted composite equation: ENG_PROF = 0.486*UNDERSTAND + 0.511*SPEAK + 0.510*READ + 0.492*WRITE. This single construct of English proficiency captured 68% of the variance in the four English-language proficiency subscales.
The questionnaire weight (for F1) applies to all first follow-up respondents.
We calculated the percentage of variance for individual student (level-one) and school-level (level-2) using the formula ρ = τ00 / (τ00 + σ2).
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Mosqueda, E., Maldonado, S.I., Capraro, M.M. et al. Systematized Discrimination: Linguistic, Racial and Cultural Differences Can Equal Mathematics Success. Urban Rev 54, 428–449 (2022). https://doi.org/10.1007/s11256-021-00620-3
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DOI: https://doi.org/10.1007/s11256-021-00620-3