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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
Novogrodsky, Rama; Caldwell-Harris, Catherine; Fish, Sarah; Hoffmeister, Robert J. – Language Learning, 2014
It is unknown if the developmental path of antonym knowledge in deaf children increases continuously with age and correlates with reading comprehension, as it does in hearing children. In the current study we tested 564 students aged 4-18 on a receptive multiple-choice American Sign Language (ASL) antonym test. A subgroup of 138 students aged 7-18…
Descriptors: American Sign Language, Reading Comprehension, Reading Tests, English
Peer reviewedReynolds, Dudley W. – Language Learning, 2001
Examined writers' use of lexical repetition changes in relation to writing topic, cultural background, and development of writing ability. Multiple regression analysis indicates writing ability measures are the most important variables for predicting changes in repetition usage, with less significant effects found for cultural background.…
Descriptors: Cultural Influences, Language Usage, Measures (Individuals), Multiple Regression Analysis
Peer reviewedBelmechri, Faiza; Hummel, Kirsten – Language Learning, 1998
Investigated the emergence of orientations and their relation to motivation in a predominantly monolingual context. Participants were 93 Quebec City francophone Grade 11 high school students learning English as a Second Language. (Author/JL)
Descriptors: English (Second Language), Foreign Countries, Grade 11, High Schools
Peer reviewedChapelle, Carol; Roberts, Cheryl – Language Learning, 1986
Reports on a study of the influence of cognitive/affective variables on the second language learning ability of adults. Two variables, field independence and ambiguity tolerance, were found to be significant predictors of English as a second language proficiency for international students studying in the United States. (SED)
Descriptors: Adult Learning, Cognitive Style, English (Second Language), Field Dependence Independence

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