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Dai, Shenghai; Hao, Tao; Ardasheva, Yuliya; Ramazan, Onur; Danielson, Robert William; Austin, Bruce – Reading and Writing: An Interdisciplinary Journal, 2023
Reading research in the United States has mainly focused on early or, less frequently, middle grades and on monolingual (MN or English-only) rather than on multilingual (ML) students. To address these gaps, we focused on factors contributing to high school ML students' reading achievement. In particular, we first used machine learning to identify…
Descriptors: High School Students, Multilingualism, Achievement Tests, Foreign Countries
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Austin, Bruce; French, Brian; Adesope, Olusola; Gotch, Chad – Journal of Experimental Education, 2017
Measures of variability are successfully used in predictive modeling in research areas outside of education. This study examined how standard deviations can be used to address research questions not easily addressed using traditional measures such as group means based on index variables. Student survey data were obtained from the Organisation for…
Descriptors: Predictor Variables, Models, Predictive Measurement, Statistical Analysis