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…

The Involvement Load Hypothesis (ILH) is a framework for designing vocabulary-learning tasks which was proposed by Batia Laufer and Jan Hulstijn in 2001. It assumes that task effectiveness depends on three components induced by a task: a motivational component (need) and two cognitive components (search and evaluation). The hypothesis has been…

In this research note I want to address some misunderstandings about the construct of redeployment and suggest that we need to fit these behavioural data from Yang, Chen and Xiao (YCX) into a broader context. I will suggest that these authors' work is not just about the failure of three models to predict equivalence classification. Equivalence…

Self-development is vital for enhancing language teaching ability (LTA), a key component of instructional effectiveness. While prior research on LTA self-development has emphasised the roles of teacher cognition and emotion, less attention has been paid to teachers' linguistic repertoires. Yet, language teachers may draw on diverse linguistic…

In this study of more than 1,000 typical and at-risk elementary Arabic-speaking students in Oman, we explore relationships between pragmatic (and other) language skills, literacy, cognition, and behavior and the degree to which demography impacts performance on associated tasks. We found, in most cases, that females performed better than males,…

Event-related potentials (ERPs) have become widespread in second language acquisition (SLA) research and a growing body of literature has been produced in recent years. We surveyed 61 SLA papers that use ERPs to study L2 sentence processing in healthy late learners. Our main aim was to provide a critical summary of findings from the decade…

With the population of English learners (EL) entering Texas public schools increasing, it is essential to understand how the current school system supports these students. This study investigated the language used in school handbooks as a predictor of English Language Learners' (ELL) academic outcomes in Texas independent school districts. Student…

Grounded or embodied cognition research has employed body-object interaction (BOI; e.g., Pexman et al., 2019) ratings to investigate sensorimotor effects during language processing. We investigated relationships between BOI ratings and nonarbitrary statistical mappings between words' phonological forms and their syntactic category in English;…