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…

Multiple regression is a family of statistics used to investigate the relationship between a set of predictors and a criterion (dependent) variable. This procedure is applicable in a variety of research contexts and data structures. Consequently, and similar to quantitative traditions in sister-disciplines such as education and psychology (see…

In this study the cognitive correlates of reading comprehension in English as a foreign language were studied. The Cattell-Horn-Carroll model of cognitive abilities was used as the theoretical grounding for the study. We examined the relationship between fluid intelligence, crystallized intelligence, verbal analogical reasoning, and speed of…

The development of travel opportunities and technology in the 21st century has brought people from different cultures and countries more opportunities to closely interact. The purposes of the study are to assess the degree of Taiwanese college students' intercultural sensitivities, ethnocentrism, and attitudes toward native English speakers (NES)…

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…

The purpose of this study was to investigate the relationship between personality types and second language acquisition. The study addressed a problem that is inadequately investigated in foreign language acquisition research; specifically, personality traits as predictors of language learning in college students studying Spanish as a foreign…

Much is known about immigrants' majority language proficiency in the first (immigrant) generation. Less is understood of differences in linguistic shift compared with heritage language retention in subsequent generations. Focusing on Sydney, Australia's largest "EthniCity," we build on Clyne and Kipp's (1999. "Pluricentric Languages…

This paper proposes a contribution to the investigation of the relation between multilingualism and creativity. Past evidence of a correlation between multilingualism and creativity is reviewed in a generalist perspective, that is, without focusing on a specific population such as migrants or highly proficient bilinguals. This review is also…

The present study has aimed at delving the code of ethics in testing in English language institutions to see how far adhering to these ethical codes will result in EFL teachers' professional behavior. Therefore, 300 EFL instructors teaching at English language schools in Khorasan Razavi Province, Zabansara Language School, as well as Khorasan…

The main purpose of the present study was to systematically scrutinise the possible relationship between English as a foreign language (henceforth EFL) teachers' professional and institutional identity with their teaching efficacy. In doing so, 100 EFL teachers and instructors, within the age range of 30 to 50 (mean age = 40), and teaching…

This paper reports on the results of an investigation of the relationships between motivation, motivation intensity, use of Chinese outside of class and self-rated competence in Chinese. Analyses of 162 questionnaires and 17 semi-structured interviews revealed the following findings: (1) the participants reported having high integrative…

The general purpose of the current study was to clarify the role and estimate the correlation of specific cognitive abilities with Second Language (L2) reading achievement of English Foreign Language (EFL) university students. Since there are not ample available studies about the cognitive correlates of reading comprehension in a second language,…

The present study investigated the relationship between reflective thinking, general self-efficacy, self-esteem and academic achievement of Iranian EFL students. To this end, 132 Iranian EFL students from three state universities were recruited. To collect the data, the participants completed four questionnaires, namely background information…

The purposes of the present research work are to investigate which aspects of depth of vocabulary knowledge have strong and significant correlation with academic reading comprehension and examine to what extent different dimensions of depth of vocabulary knowledge have predicted to academic reading success in an EFL context. A total sample of 175…

This study investigated the relationship between critical thinking and the writing ability of Iranian EFL learners, and the interrelationship among the subskills of the two constructs. Furthermore, it aimed at finding which skills of critical thinking predicted the participants' writing ability. To this end, 104 students majoring in English…