Massive open online courses (MOOCs) provide learners with high-quality learning resources, but learners drop out frequently. Learners' concerns (e.g. the topics in course content or logistics) and cognitive engagement patterns (e.g. "tentative" or "certain") are considered the essential factors affecting learners' course…

Academic emotions of learners are important for academic achievement. For the online learning platform, it is of great value to gain insight into the academic emotion of the course in appropriate time interval from the platform. We crawled a large number of student comment texts from MOOC, and used deep learning algorithms (BERT models) to perform…

The current research aims to address the concern of high attrition rate in MOOCs via exploring factors underlying learners' acceptance of MOOCs. Despite the plethora of studies on technology acceptance, few have discussed the role of time in technology acceptance. Given that time was reported as an important factor influencing learners' decision…

The main aim of this paper is to present results of an experimental test focused on the validity and effectiveness of composed methodology aimed at increasing the student's attention in Virtual Learning Environment. Areas of presented methodology which were subject of our research is students behavior during learning. The behavioral part of…

This study examines the negative effects of social media addiction on the reading habits of second language learners at the University of Nigeria, Nsukka. It is anchored on two theories: the Uses and Gratification theory and the Time Displacement theory. These theories were exploited in assessing the effects of addiction to the use of social media…

With the spread of the coronavirus disease 2019 (COVID-19), online education has been increasingly adopted globally. However, whether the online teaching approach is effective for students' learning engagement and motivation is still an open question. To improve students' learning engagement and motivation to minimize students' indulgent in…

Learning from videos is becoming an important part of educational activities. Whereas outlines have great potential, particularly during information seeking (IS), few studies have so far explored the effect of their presence in videos. The two aims of the present study were thus to 1) evaluate the influence of outlines on IS and learning, and 2)…

This study examined the efficiency of teaching Russian as a foreign language (L2) in two groups of students -- the first benefited from the e-learning platform's capabilities (experimental), and the second underwent a traditional in-class course. Students learning Russian as L2 at People's Friendship University of Russia (Moscow, Russia) were…

It is challenging for students to plan their work sessions in online environments, as it is very difficult to make estimates on how much material there is to cover. In order to simplify this estimation, we have extended the Keystroke-level analysis model with individual reading speed of text, figures, and questions. This was used to estimate how…

The purpose of this study is to examine the effect of flexible thinking and achievement emotions in predicting goal-setting, time management, and self-evaluation in the context of online learning. In the study, 438 students at six different universities participated. The proposed structural model was analyzed by PLS-SEM. In the structural model,…

There have been many successful examples of new methodological approaches developed to help students in computer programming courses. Of these approaches, the peer assessment mechanism could be useful in providing students with opportunities to learn from one another, improve their learning experience and reach efficient learning outcomes. The…

This study intends to investigate how multi-symbolic representations (text, digits, and colors) could effectively enhance the completion of co-located/distant collaborative work in a virtual reality context. Participants' perceptions and behaviors were also studied. A haptics-enhanced virtual reality task was developed to conduct…