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…

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…

Proficiency in a second language depends on different factors; some of these are individual, while others depend more on the social context where the learning takes place. This article describes a study that examined variables that can lead to proficiency in English as a second language. The study was carried out among first semester university…

The present study intended to investigate whether test takers' breadth and depth of vocabulary knowledge can contribute to their efficient use of lexical bonds while restoring damaged texts in reduced redundancy tests. Moreover, the moderating role of general language proficiency was investigated in this interaction. In so doing, Vocabulary Levels…

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…

This paper reports the findings of the study on the relationship between socio-economic status (SES) variables and students' achievement in learning ESL (AESL) in a few selected secondary schools of India. Through this study an attempt has been made to predict which variable of SES affect students' AESL. A questionnaire survey has been used to…

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 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…

This paper presents an empirical study that investigates the role of vocabulary knowledge in listening comprehension with 33 advanced Turkish learners of English as a foreign language. The Vocabulary Levels Test (Schmitt, Schmitt & Clapham, 2001) is used to measure the vocabulary knowledge of the participants and a standardized listening test…

The present study was conducted in the context of learning English as a Foreign Language (EFL) with the purpose of assessing the roles of breadth and depth of vocabulary knowledge in academic listening comprehension. The Vocabulary Size Test (VST, Nation & Beglar, 2007) and the Word Associates Test (WAT, Read, 2004) were administered to…