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…

Based on theories on vocabulary knowledge, grammar knowledge, and reading comprehension subcomponents, ten attributes/subskills were defined for 50 items from relevant subtests of TEM4 (Band Four of Test for English Majors in China). Cognitive diagnosis was conducted on the TEM4 data of the randomly sampled 2285 examinees (roughly at the B2 level)…

The purpose of this study was to investigate the relationship of factors influencing behavioral intention to participate in hybrid education of undergraduate university students majoring in English in Chengdu Universities, China. Questionnaires were collected with 450 respondents from three public universities in Chengdu with the reliability…

By using modern data analysis techniques, this study aims to construct an innovative university English teaching effectiveness evaluation model based on particle swarm algorithm and support vector machine. The model is designed to improve assessment accuracy and personalization. The research process includes the methodology of data collection,…

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…

This study investigates methods and effectiveness of implementing Differentiated Instruction (DI) in intelligent education based on learners' learning needs. The paper employs a mixed-method approach to collect and analyze data from various learner groups. Guided by the assessment results of the KANO model, the research prioritizes attributes for…

The objectives of this study were to: (1) investigate the efficiency of information technology according to the ADDIE model on English subjects to Shunde Polytechnic students in China, (2) compare students' achievements before and after learning through information technology according ADDIE model on English subject for enhance learning…

This study investigates the impact of perezhivanie, a concept encompassing emotional experiences and their personal significance on English-speaking proficiency and speaking anxiety among Chinese learners of English as a Foreign Language (EFL). The study focuses on the emotional and cognitive dimensions of perezhivanie to understand its dual role…

Informal digital learning of English (IDLE) is an increasingly important subfield of inquiry in Computer-Assisted Language Learning (CALL) for its concentration on the language learning practices of the digital native EFL students in out-of-class contexts. Attention in mainstream research of IDLE has been directed to (meta)cognition, learning…

An increasing number of research is focusing on L2 grit, which plays a significant role in SLA. But few studies examine the factors that affect L2 grit. This study investigates the internal predictors influencing L2 grit in Chinese college students, specifically focusing on L2 willingness to communicate (WTC), L2 anxiety and L2 joy. A structural…

Despite the significance of grit and motivational regulation strategies (MRS) to language learning, limited research has been conducted on their longitudinal interplay. The present study explores the relationship between these two constructs in an English as a second language (L2) learning context through a longitudinal design. This study utilizes…

While interest in the learning of a language other than English (LOTE) has increased, research on how to foster learners' motivation towards learning a LOTE is still scarce. With a specific focus on learners' ideal LOTE and multilingual selves, this article reports on an intervention study which employed near peer role model (NPRM) to construct…

Recent advancements in artificial intelligence, particularly OpenAI's ChatGPT, have transformed English language learning through Computer-Assisted Language Learning (CALL) tools. This study examined the adoption of ChatGPT among university-level English learners employing the Hedonic Motivation System Adoption Model (HMSAM). An online survey was…

Along with its unprecedented economic rise over the past several decades, debates about China's soft power push have become heated. Yet, consensus on what exactly constitutes China's soft power has not been reached. Findings of how resources of Chinese soft power play their roles in the national strategy for global rise are conflicting and lacking…

Motivation to learn languages other than English (LOTEs) has been underrepresented in second language (L2) motivation research. This study investigated and compared the motivational profiles of first-year and second-year students majoring in Spanish, grounded on the proposition of bifurcating ideal and ought selves into "Own" and…