Students' effort and emotions are important contributors to math learning. In a recent study evaluating the efficacy of MathSpring, a scalable web-based intelligent tutoring system that provides students with personalized math problems and affective support, system usage data were collected for 804 U.S. 10-12-year-olds. To understand the patterns…

This study explores the relationship between students' affective states and their interactions with educational videos. While video-based learning has become increasingly popular, it is important to understand the emotional and behavioral dynamics that influence learning outcomes. Using a qualitative content analysis approach, data were collected…

Today's trend is the use of information technology in all areas of our lives. Emotions are a basic human characteristic, although they are difficult to define, recognise and classify. Proper assessment and recognition of human emotions can lead to a better understanding of user behaviour. The aforementioned technologies can also be used as a…

This study explores the effect of epistemic and achievement learning emotions on student engagement and performance in a foundational business and economics course. We focus on the interaction between epistemic emotions, e-tutorial trace data, and achievement emotions within the context of a compulsory introductory mathematics and statistics…

This work-in-progress research paper examines the relationship between two aspects of students' engagement and academic performance. With the boom of technology-mediated learning environments, many educational applications are integrated into STEM courses. However, the effectiveness of these applications in the learning environments is contingent…

The study reported here was conceptualised using a theoretical framework that included three dimensions of engagement; emotional, behavioural, and cognitive, and these were used to structure the data collection and analysis vis-à-vis learning mathematics outdoors. This comparative case study involved 34 students from two Year 6 classes at a…

Objective: To establish the prevalence of mood and wellness behaviors in college students across a school year. Methods: 1,554 college students (69.4% female; average age 18.8 years) were followed with daily surveys on wellness behaviors for the school year. 1,207 participants completed at least 50% of daily surveys on mood, exercise, sleep,…

Student affect has been found to correlate with short- and long-term learning outcomes, including college attendance as well as interest and involvement in Science, Technology, Engineering, and Mathematics (STEM) careers. However, there still remain significant questions about the processes by which affect shifts and develops during the learning…

"Online social presence" -- the degree to which individuals project their identities and personalities into a web-based community -- plays an essential role in fostering a connected and satisfying learning environment. The present study's aim was to explore gender differences in behaviors related to social presence in an online course.…

There is increasing evidence that fine-grained aspects of student performance and interaction within educational software are predictive of long-term learning. Machine learning models have been used to provide assessments of affect, behavior, and cognition based on analyses of system log data, estimating the probability of a student's particular…

Drawing on both extensive professional and deeply personal experience, Sarah Werner Andrews' vision of working with children carries profound respect and love throughout her guiding insight. She shares an understanding of those children who are the most challenging and provides a framework that allows us to embrace these and all children.…

Two previous studies indicated that students at evangelical institutions report the highest levels of religious struggle in comparison to their peers at other institutions. However, patterns and predictors of religious struggle for students attending evangelical institutions have not been thoroughly explored. This study fills that gap in the…

The case is presented of a teacher who is severely tested by a student diagnosed with relational trauma whose aggressive behaviours regularly catalyse intense emotions in herself and her other students. Through her own mindfulness practice she gradually develops the capacity to create a steady, firm yet loving connection with him. As a result he…

This dissertation research focuses on assessing student behavior, academic emotions, and knowledge from a middle school online learning environment, and analyzing their potential effects on decisions about going to college. Using students' longitudinal data ranging from their middle school, to high school, to postsecondary years, I leverage…

The relationship between attitudes and behavior has been a topic of considerable debate. Accordingly, this paper reports a meta-analysis of 83 attitude-behavior studies. The analysis suggests that attitudes significantly predict future behavior (combined p<<.000000000001); the average attitude-behavior correlation (ABC) is r=.38. Methodologically,…