The purpose of this quantitative study was to determine the effectiveness of matching college students' personality types and learning preferences. The study gathered data from student personality types, college classroom environments, and learning preferences. Personality types were assessed through the Myers-Briggs Type Indicator personality…

This study examines how professional noticing of student mathematical thinking evolves in the context of modeling and what is special about the context of modeling. Eight middle and secondary school teachers participated in this one-semester long study and received three training sessions on professional noticing. Teachers provided more…

Computer-mediated social learning contexts have become increasingly popular over the last few years; yet existing models of students' cognitive-affective states have been slower to adopt dyadic interaction data for predictions. Here, we explore the possibility of capitalizing on the inherently social component of collaborative learning by using…

We present the analysis of an episode of mathematical problem solving in a group, where data came from multiple advanced recorders, including multiple video cameras, Smartpen recorders, and mobile eye tracking glasses. Analysis focused on a particular group that was ineffective in their problem-solving process. Relying on the commognitive theory…

This paper reports on a study carried out by tutors and students on Early Childhood Studies degree courses at a University in England. The research explored perspectives of three to six-year-old children's outdoor play in Danish forest kindergartens with the aim of troubling and informing approaches to outdoor pedagogy. Inspired by Somerville and…

The goal of this paper is to bring new insights to the study of social learning processes by designing measures of collaboration using high-frequency sensor data. More specifically, we are interested in understanding the interplay between moments of collaboration and cooperation, which is an understudied area of research. We collected a multimodal…

This study aims to explore the validity of measuring joint attention through gaze coordination in computer-supported collaborative learning (CSCL) research. Gaze coordination, aligning visual attention in social contexts, aids comprehension and communication. Many CSCL researchers use gaze coordination to gauge joint attention quantitatively.…

The COVID-19 pandemic highlighted the need for and value of delivering high quality online learning experiences. Engaging students in an online environment poses unique challenges, such as cultivating a community of shared learning, encouraging student buy-in, and focusing student attention, which may be more easily achieved in an in-person…

Collaboration is a complex, multidimensional process; however, details of how multimodal features intersect and mediate group interactions have not been fully unpacked. Characterizing and analyzing the temporal patterns based on multimodal features is a challenging yet important work to advance our understanding of computer-supported collaborative…

The complex and dynamic nature of collaboration makes it challenging to find indicators of productive learning and quality collaboration. This exploratory study developed a collaboration metric to capture temporal patterns of joint attention (JA) based on log files generated as students interacted with an immersive astronomy simulation using…

This participatory design-based research study addresses the relational character of the physical learning environment and pedagogical practice in the context of a design project carried out at a Swedish upper secondary school. Three teachers initiated the project with the intent to introduce student centred pedagogy and increase active learning.…

Humor is considered an educational method that can be implemented in educational processes with a wide range of educational variables. Examining the scope of research on educational humor has the potential to guide future studies. Therefore, the aim of this study is to show the conceptual trend in humor research in education over the past decade.…

Modernizing classroom pedagogical practice requires openness to revisiting previously held assumptions and theories about what constitutes authentic teaching/learning cycles. The ever-growing gap between the number of stimuli that students are exposed to and their available attentional resources indicates that sustained attention may have…

This study examined the affordances of an embodied humanoid robot to engage children in play and learning from the perspective of embodied cognition in two studies as part of multiyear design research. In Study One, we observed how the robot's embodiment, accompanied by its sensors and movements, elicited embodied reactions of eleven children…

Automatic assessment and evaluation of team performance during collaborative tasks is key to the research on learning analytics and computer-supported cooperative work. There is growing interest in the use of gaze-oriented cues for evaluating the collaboration and cooperativeness of teams. However, collecting gaze data using eye-trackers is not…