In this Methods Showcase Article, we illustrate mixed-effects modeling with a multinomial dependent variable as a means of explaining complexities in language. We model data on future-time reference in second language Spanish, which consists of a nominal dependent variable that has three levels, measured over 73 participants. We offer step-by-step…

This theoretical article, with recommendations for practice, interrogates how the field discusses dual language bilingual education (DLBE) models in the United States, with international implications for bilingual, immersion, and content and language integrated learning contexts. We reconceptualize the equity problems and potentials of so-called…

Significant advancements in voice chatbots have spurred interest into their role in second language learning (Conium, 2008), particularly their ability to assist in the development of learners' conversation skills in a target language. Many efforts have been made to explore AI's potential to act as conversation partners for language learners. Of…

This experimental study explores how source use features impact raters' judgment of argumentation in a second language (L2) integrated writing test. One hundred four experienced and novice raters were recruited to complete a rating task that simulated the scoring assignment of a local English Placement Test (EPT). Sixty written responses were…

Because of the need to provide fine-grained longitudinal diagnostic feedback, longitudinal cognitive diagnosis is an emerging approach that integrates cross-sectional cognitive diagnosis models (CDM) with longitudinal data analysis techniques. By adopting the generalized longitudinal higher-order log-linear CDM, this study attempted to track the…

While it is widely accepted that language teachers require knowledge of second language acquisition (SLA) (Richards, 2010), what about content teachers, who are increasingly required to help develop their learners' academic language proficiency? How much do they need to know about SLA theories and how can they acquire such knowledge and expertise?…

Focusing efficiently on potential weaknesses in the validity argument of writing assessments--such as writing subjectivity, content coverage, criteria vagueness, and raters' incompetence--has been shown to positively enhance teachers' overall writing assessment competence (AC). In this study, we propose a computational bootstrapping model of…

Most second language writing studies have approached the L2 Writing phenomenon through the cognitive theoretical lens that situates writing as a mental activity that resembles psychological and mathematical problem-solving (Cumming, 2016, p. 69). "While research on second language writing has expanded exponentially in recent years, it has for…

Emotions can influence online teaching and learning, according to existing studies. PERMA theory enjoys great fame in both positive psychology field and English foreign language context since it was proposed by Seligman, which includes five domains, namely positive emotions, engagement, relationship, meaning, and achievement. Although there is a…

This paper is part 5 of a series of workshops that examines the properties of some simple models of vocabulary networks. While previous workshops dealt with activating words in the network, this workshop focuses on vocabulary loss. We will simulate two possible ways of modelling attrition: (a) explicitly turning active words OFF, and (b) raising…

In the post-pandemic situation, where hybrid learning has become prevalent, effective communication between lecturers and students is very important. Self-efficacy is a crucial factor that affects their communication or speaking in class. Nowadays, research on students' self-efficacy in speaking has received considerable attention among…

With increasing attention to student engagement with feedback, the need for a paradigm shift problematizing the transmissive view of feedback has been voiced. Recent perspectives hold that feedback is a dialogic process and opportunities for dialogue promote students' knowledge-making processes in their engagement with feedback. Theoretically…

Decolonial theorists continue to argue for a de-linking from the uncontested onto-epistemic constructs of intercultural education pedagogy (IEP) in TESOL. In the Global South, intercultural education may remain largely amenable to Euro-Western culturalist/differentialist frameworks that often breed essentialism and ethnocentrism. This paper…

The present research looks at the reputation of digital platforms in online pedagogical English education in Pakistan, and the use of digital technology in virtual classrooms during public health emergencies. It explores how faculty members use digital technology in their pedagogical English teaching approaches by analysing their technological…

The current research aimed to examine the relationships among three key aspects of the language learning process, namely, foreign language boredom (FLB), English language engagement (ELE), and academic buoyancy (AB), utilizing data collected from 2,992 Chinese language learners. In order to strengthen the accuracy and robustness of the results, we…