Driven by the increased availability of Learning Management System data, this study explored its value and sought understanding of student behaviour through the information contained in activity level log data. Specifically, this study examined analytics data to understand students' engagement with online videos. Learning analytics data from the…

Demonstration lessons are used in China to provide models of quality music instruction. However, to date, no research has been done on the quality of demonstration lessons and how this relates to the improvement of school music education in China. This content analysis provides an insight into China's music demonstration lesson implementation and…

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 purpose of this study was to investigate the impact of music practice instruction on middle school band students' ability to articulate and incorporate practice strategies. Participants were middle school band students at a large suburban middle school (N = 105). Using a pretest-posttest quasi-experimental design, participants were divided…

This paper presents three multimodal learning analytic approaches from a hands-on learning activity. We use video, audio, gesture and bio-physiology data from a two-condition study (N = 20), to identify correlations between the multimodal data, experimental condition, and two learning outcomes: design quality and learning. The three approaches…

This study examined the effect of using an iPad for students with autism spectrum disorder (ASD) on self-monitoring their behaviors in class. Four students with ASD were taught on-task behaviors by watching self-modeled video saved in the application "Choiceworks" on their iPads, and collected data on their own behaviors. A single…

Shared active surface (SAS) technology can be described as a supersized tablet computer for multiple simultaneous users. SAS technology has the potential to resolve issues historically associated with learning via single-user computer technology. This study reports findings of a SAS on the social communication and nonsocial speech of two preschool…

The aim of this study is to investigate the pragmatic language behavior of Turkish learners of English in formal complaint situations through the comparison of their speech act performances to those of native speakers. The data was collected from a total of 276 participants, 132 Native Speakers (NSs) and 144 Turkish Learners (TLs) of English.…

Since MOOC is suffering high dropout rate, researchers try to explore the reasons and mitigate it. Focusing on this task, we employ a composite model to infer behaviors of learners in the coming weeks based on his/her history log of learning activities, including interaction with video lectures, participation in discussion forum, and performance…

Background: Teachers' important diagnostic abilities include noticing and interpreting students' behaviors and learning processes. By focusing on noticing, I refer to the theoretical framework of professional vision. Professional vision includes the ability to notice what is occurring in complex classroom situations (selective attention) and the…

Visual expertise has been explored in numerous professions, but research on teachers' vision remains limited. Teachers' visual expertise is an important professional skill, particularly the ability to simultaneously perceive and interpret classroom situations for effective classroom management. This skill is complex and relies on an awareness of…

Revel is an interactive learning environment intended to help students prepare for class by reading a little, then doing a little. Within Revel, there are several different learning products. Each product consists of instructional text interspersed with videos, interactive elements and assessments. Revel for "Psychology," 1st edition by…

Although there is much research to support the effectiveness of classwide interventions aimed at improving student engagement, there is also a great deal of variability in terms of how response to group-level intervention has been measured. The unfortunate consequence of this procedural variability is that it is difficult to determine whether…

This paper addresses the use of videography combined with group interviews, as a way to better understand the informal learnings of 11-12 year old children in cross-cultural encounters during French-German school exchanges. The complete, consistent video data required the researchers to choose the most significant sequences to highlight the…

This study investigates teacher responses in Taiwan to children's initiations in regular classrooms and the differences between children with and without developmental delays. The sample consisted of 107 teacher-child dyads, including 53 children with developmental delays and 54 typically developing peers. Teacher-child interactions were…