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Mizumoto, Atsushi – Language Learning, 2023
Researchers often make claims regarding the importance of predictor variables in multiple regression analysis by comparing standardized regression coefficients (standardized beta coefficients). This practice has been criticized as a misuse of multiple regression analysis. As a remedy, I highlight the use of dominance analysis and random forests, a…
Descriptors: Predictor Variables, Artificial Intelligence, Evaluation Methods, Multiple Regression Analysis
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Munchen, Li; Razali, Fazilah; Arsad, Nurazidawati Mohamad – Asian Journal of University Education, 2021
With the global expansion of China's economy, Chinese has established itself as a major language. Since then, higher education students' desire to learn Chinese has increased dramatically. However, strategies for foreign language learning and students' anxiety both play a key role in students' ability to communicate in Chinese. Thus, the purpose…
Descriptors: Learning Strategies, Second Language Learning, Student Attitudes, Chinese
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Thompson, Gene; Aizawa, Ikuya; Curle, Samantha; Rose, Heath – International Journal of Bilingual Education and Bilingualism, 2022
English medium instruction (EMI) is a growing phenomenon in higher education contexts across the globe, and EMI programs are expanding rapidly in Japan as part of their internationalization efforts. This paper explores the relationship between student self-beliefs and their success in an EMI course within a bilingual business program. It analyzed…
Descriptors: Self Efficacy, Academic Achievement, English (Second Language), Second Language Learning
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Yoo, Hanwook; Wolf, Mikyung Kim; Ballard, Laura D. – Practical Assessment, Research & Evaluation, 2023
As the theme of the 2022 annual meeting of the American Education Research Association, cultivating equitable education systems has gained renewed attention amid an increasingly diverse society. However, systemic inequalities persist for traditionally underserved student populations. As a way to better address diverse students' needs, it is of…
Descriptors: Comparative Analysis, Native Language, English Language Learners, Multilingualism