Recently, researchers have proposed to leverage technology-supported data (log files) to investigate temporal and sequential patterns of interaction behaviors in learning processes. There are two major challenges to be addressed: clarifying the positioning of interaction levels and identifying the evolution of the interaction action patterns in…

Online collaborative learning has been widely used in the field of education. However, unrelated or off-topic information is often included in online collaborative learning. Furthermore, the content of online discussion is often too shallow or narrow. To achieve productive collaborative learning, this study proposed and validated an automated…

While blended teaching approaches are becoming more common in some higher educational institutes, their consistency in aligning with higher-level learning objectives varies The current study aims to explore the design and effectiveness of Small Private Online Course (SPOC)-based blended teaching in fostering deep learning among English as a…

Online education has made it possible to implement the "classes suspended but learning continues" policy during the COVID-19 outbreak. However, the intangible sense of the online educational setting requires self-directed learning (SDL) and may force students to know the goals of learning that may impact their engagement. To understand…

Background: The COVID-19 pandemic has brought unprecedented challenges to the world, creating significant impact on people's lives and subjective wellbeing. While previous studies have shown that students' wellbeing and how they manage their emotions are critical to students' learning, less research has considered their specific impacts on student…

This study investigated the influence of students' different Online Learning Readiness (OLR) profiles on their Online Self-Regulated Learning (OSRL) strategies in the context of the first online learning experience (FOL) for students. The data was collected from 262 students in a four-year university in North China during the Spring of 2021.…

This study is based on a comprehensive review of existing literature. Drawing upon the theories of task-technology fit (TTF) and technology adoption model (TAM), an integrated theoretical framework is developed. The framework places adaptability as a critical outcome variable and quality standard. This study constructs a student-centered online…

Purpose: This study aims to use eye-tracking technology to conduct an empirical study about online learning process analysis, thus aiming to understand the attentional preferences and learning paths in online learners. Design/methodology/approach: With eye movement tracking and data analysing technology, the Tobii X120 eye-tracking instrument,…

Purpose: The foundations of internally driven discipline are similar to self-directed learning (SDL). This study examines the effect of cultural orientation and SDL on the online performance of college students. It investigates how college students pursue SDL while maintaining a collectivist cultural orientation in their learning experience. It…

Building a sense of classroom community is essential for online courses, and various factors such as individual characteristics may influence this feeling. Therefore, this study investigated Chinese college students' sense of online classroom community by comparing students from rural and urban areas and their previous online learning experience.…

This article used a questionnaire survey for the college students on learning and teaching in epidemic situation. The result of the study shows that there were existing superficial understanding on Online learning, insufficient theoretical guidance for online teaching innovation and teaching support services still lag behind expectations. Based on…

Small private online courses (SPOCs) have influenced teaching and learning in China's higher education. Learning management systems (LMSs) are important components in SPOCs. They can collect various data related to student behavior and support pedagogical interventions. This research used feature engineering and nearest neighbor smoothing models…

Background: Considerable evidence suggests that students' achievement emotions are important contributors to their learning and success online. It is, therefore, essential to understand and support students' emotional experiences to enhance online education, especially under the COVID-19 context. However, to date, very few studies have…

This study investigated whether video lectures instructed by a heightened level of expressiveness instructor were better than those instructed by a conventional level of expressiveness instructor or audio-only in promoting students' online learning, and what kind of effects do instructor's facial expressions have on students' learning. Three…

The entire education system, from elementary school to higher education, distorted during the lockdown period. The latest 2019 coronavirus disease (COVID-19) is not only recorded in China, but also globally. This research is an account of the online teaching paradigm assumed in the teaching method by most of universities in China and subsequent…