Some researchers have questioned the use of dropout metrics to assess the quality of MOOCs. The main reason for this doubt is that participants register for online courses with different intentions. Therefore, it is proposed to use a learner-centred approach and to study the learner intention-fulfilment. Researchers studied the effect of…

The objectives of this study were to validate the effectiveness of using instructional videos in online introductory accounting courses and to examine how specific student characteristics relate to online video-viewing behavior. Data were collected from ten online course sections of introductory financial accounting taught by two different…

One of the phenomena that lecturers who switched to online distance learning during COVID-19 reported is the refusal of students to turn on their cameras during online classes. This study aimed to examine the factors that predict the opening of cameras in class. The study examined this issue regarding three types of predictors: resistance factors,…

This paper investigates the accomplishment of highlighting in multiparty video-mediated learning activities. The focus is on moments of screen sharing and the verbal, embodied, and digital resources participants deploy to draw joint attention to a referent on screen. Drawing on screen recorded data (90 h) from an adult education setting (i.e.…

Analysis of learning behavior of MOOC enthusiasts has become a posed challenge in the Learning Analytics field, which is especially related to video lecture data, since most learners watch the same online lecture videos. It helps to conduct a comprehensive analysis of such behaviors and explore various learning patterns for learners and predict…

While course videos are powerful teaching resources in online courses, students often have difficulty sustaining their attention while watching videos and comprehending the content. This study adopted teacher annotations on videos as an instructional support to engage students in watching course videos. Forty-two students in an undergraduate…

Lecture capture videos, a popular type of instructional content used by instructors to share course recordings online, play a significant role in educational settings. Compared to other educational videos, these recordings require minimal time and effort to produce, making them a preferred choice for disseminating course materials. Despite their…

Many instructors use videos to support their teaching in online courses to convey course content that would normally be taught in a traditional setting. Prior studies have shown some connection between utilizing online videos and student performance but do not always support their findings statistically or consider the nuance of the online videos,…

Massive open online courses (MOOCs) provide numerous open-access learning resources and allow for self-directed learning. The application of big data and artificial intelligence (AI) in MOOCs help comprehend raw educational data and enrich the learning process for students and instructors. Thus, we created two deep neural network models. The first…

Videos created with the hands of teachers filmed have been perceived as useful educational resource for students of Physics in undergraduate courses. In previous works, we analyzed the students' perception about educational videos by asking them about their experiences. In this work, we analyze the same facts, but from a learning analytics…

This study aims: (1) to investigate the different motivations and perspectives for Massive Open Online Courses (MOOCs) that targeted attitudinal learning outcomes; and (2) to categorise learner profiles in regards to their perceived attitudinal learning gains. Seven hundred and ninety-six learners from three MOOCs participated in an…

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…

The acquisition of warranted domain-specific knowledge is essential for practical work in medicine. The medical field, however, suffers from 'information overload', and students and physicians rely on access to verified, up-to-date information. Based on prior research, we investigated (1) which media medical students use for learning, (2) how…

Massive Open Online Courses (MOOCs) have gradually become a dominant trend in education. Since 2014, the Ministry of Education in Taiwan has been promoting MOOC programs, with successful results. The ability of students to work at their own pace, however, is associated with low MOOC completion rates and has recently become a focus. The development…

Massive open online courses (MOOCs) have been touted as an effective way to make higher education accessible for free or for only a small fee, thus addressing the problem of unequal access and providing new opportunities to young people in middle and low income groups. However, many critiques of MOOCs have indicated that low completion rates are a…