Examining the Effects of Language Competencies on Academic Achievements of Special Needs Students and Their Peers Using Standardized Test Scores

S. Maarouf
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Abstract

The purpose of this study is to investigate the impact of academic language on the standardized test scores of special needs students and their peers in elementary (n = 1140) and middle (n = 451) public schools across the state of Georgia. Several univariate (ANOVA) and multivariate (MANOVA) analyses of variance are conducted on student classification (English language learners “ELL”, non-ELL, students with disabilities “SWD,” non-SWD, economically disadvantaged students “EDA”, and non-EDA) and student test scores in ELA, math, science, and social studies. Univariate (ANCOVA) and multivariate (MANCOVA) analyses of covariance are also conducted where ELA is treated as a predictor of students’ test scores in math, science, and social studies. MANOVA results reveal that the combined-subjects modeling of student test scores is significantly different by student classification with relatively large effect sizes (0.44 to 0.63) for all grade levels. Follow-up ANOVAs indicate that individual modeling of core subjects is significantly different by student classification, with effect sizes between 0.37 and 0.61. The results of ANCOVA and MANCOVA suggest a statistically significant effect of ELA on student test scores results. SWD and ELL groups benefit the most when controlling ELA test scores.
用标准化测试成绩检验语言能力对特需学生及其同龄人学习成绩的影响
本研究旨在调查学术语言对佐治亚州公立小学(n = 1140)和初中(n = 451)特殊学生及其同龄人标准化考试成绩的影响。对学生分类(英语语言学习者 "ELL"、非英语语言学习者 "Non-ELL"、残疾学生 "SWD"、非残疾学生 "Non-SWD"、经济困难学生 "EDA "和非经济困难学生 "Non-EDA")以及学生在英语语言学习、数学、科学和社会研究方面的考试成绩进行了多项单变量(方差分析)和多变量(MANOVA)方差分析。此外,还进行了单变量(ANCOVA)和多变量(MANCOVA)协方差分析,将 ELA 作为学生数学、科学和社会学考试成绩的预测因素。曼方差分析结果显示,学生考试成绩的综合主体建模因学生分类的不同而有显著差异,所有年级的效应大小(0.44 至 0.63)都相对较大。后续方差分析表明,核心科目的单个建模因学生分类而有显著差异,效应大小在 0.37 至 0.61 之间。方差分析(ANCOVA)和曼方差分析(MANCOVA)的结果表明,英语语言学习对学生 考试成绩的影响在统计学上是显著的。在控制英语语言教学法考试成绩时,社工和英语语言学习者群体获益最大。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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