The rapid development of education informatization has accumulated a large amount of data for learning analytics, and adopting educational data mining to find new patterns of data, develop new algorithms and models, and apply known predictive models to the teaching system to improve learning is the challenge and vision of the education field in…

Mobile devices have increased exponentially in the past decades and the rapid development of digital technology has provided rich soil for the growth of mobile learning (m-learning), which is a more convenient means of learning because of no limitations of space and time. Applying the stimulus-organism-response (S-O-R) framework, this study…

The characteristic differences of participants affect their reactions to various gamification elements. Thus, it is critical to reveal the impact different type of students on gamified interventions, and the relation of personality features and gamified learning process. In this study, it is compered the motivation and perception of participants…

In crafting the active learning approach for this study, we leverage on the definition of active learning as a methodology that requires students' active collaborative engagement and involvement in their own learning and they are held accountable for learning with peers. Building from social interaction, we extend the notion of active learning to…

This dissertation investigates the longitudinal development of Chinese language proficiency among students in a Chinese as a Foreign Language (CFL) Flagship Program at an American public university from 2014 to 2024. Using Bayesian multilevel regression models, this study assesses the trajectories of listening, speaking, and reading proficiency…

Self-regulated learning (SRL) strategies can be domain specific. However, it remains unclear whether this specificity extends to different subtopics within a single subject domain. In this study, we collected data from 210 college students engaged in a computer-based learning environment to examine the heterogeneous manifestations of learning…

The effects of the direct and indirect relationships of personality traits on academic performance are shared in this paper. These complex relationships are examined using Structural Equation Modelling (SEM) with reference to the modified Biggs' 3P model. The major findings of the effects of personality traits on academic performance are (1) the…

This research investigates students' transferable skills in an integrating blended learning environment, specifically addressing writing skills. Drawing on Biggs' application of constructivism theory, the study analyses students' characteristics, perception of the designed teaching methods, and confidence in their writing skills. The study context…

With a forward-looking and problem-solving mindset, this article aims to combine theoretical knowledge and empirical evidence from different schools of thought in the field of second language (L2) learning and teaching--namely, instructed second language acquisition, generative linguistics, and an ecological perspective that includes multiple…

This study utilised the instant semantic analysis and feedback system (ISAFS) to assist learners in the online discussion learning activities of socio-scientific issues (SSIs) and to document their learning process behaviours for behavioural analyses. The aim was to understand the learners' discussion behaviours during the ISAFS assisted learning…

Affect dynamics in digital learning systems (DLS) research investigates how students' emotions evolve while using these systems. This information can reveal the most common emotions experienced by students and how they transition between them. Recent studies indicate that affect dynamics in DLS vary depending on students' demographic and personal…

The present study assesses the efficacy of online education in the context of the COVID-19 outbreak, scrutinizes its merits and demerits, pinpoints encountered challenges, and presents targeted solutions. We used the survey in this study. Totally 312 questionnaires were collected. The findings indicate that learners expect online instruction to…

Many scholars have highlighted the importance of motivation and anxiety in language learning. They have also indicated the advantages of integrating learning content into a mobile-assisted English learning system environment. Meanwhile, a few studies have explored the impacts of a mobile-assisted English learning system on the motivation and…

Emotion regulation and teacher support are critical factors in students' learning processes; however, the specific types and effects of these variables on students' engagement remain underexplored. This study examines different emotion regulation strategies and forms of teacher support, as well as their influence on students' academic engagement…

Computer-supported collaborative learning (CSCL) presents postsecondary educators with a conundrum: how to design and support small-group activities without stifling deep and meaningful learning. The literature indicates that students are not consistently practicing higher-order cognitive activities, educators are not reliably designing or…