Contributions: To address the interpretability issues in artificial intelligence (AI)-powered classroom discourse models, we employ explainable AI methods to unpack classroom discourse analysis from deep learning-based models and evaluate the effects of model explanations on STEM teachers. Background: Deep learning techniques have been used to…

Background: Today, the importance of teaching media literacy in education has been highlighted, and the need for effective instructional design in this field has received more attention. This research attempts to investigate the effect of the Four-Component Instructional Design (4C/ID) model on developing media literacy. Method: This study employs…

This study aimed to understand pre-service teachers' motivations and learning psychologies in language teaching. The study used a phenomenology pattern, a qualitative research method, to gather pre-service teachers' views about language teaching, motivations and learning psychologies during translation activities. The study group consisted of 42…

"Active learning classrooms" are purpose-built learning spaces designed to facilitate active learning strategies. While sometimes constructed as new rooms, active learning classrooms may also be retrofit from existing learning spaces. The ongoing evaluation of active learning classrooms helps to generate new research insights,…

Physiology concepts, such as acid-base balance, may be difficult for students to understand. Systems modeling, a cognitive tool, allows students to visualize their mental model of the problem space to enhance learning and retention. We performed a within-subjects three-period randomized control comparison of systems modeling versus written…

Helping students gradually develop collective knowledge is critical but generally faces great challenges. Employing a quasi-experimental design, this study investigated the impacts and mechanisms of analytics-supported reflective assessment on the collective knowledge advancement of undergraduates. The experimental group (n = 55) engaged in…

Background: Socio-economic status is one of the most important factors shaping students' motivation and achievement but has seldom been explored in relation to achievement goals. Aims: This study aimed to investigate whether mastery-approach goals explain the link between SES and key learning-related outcomes ("mediation") and whether…

Resonance is a crucial concept in Organic Chemistry that enables both deriving chemical properties from molecular structures and predicting reactions by considering electron density distribution. Despite its importance for problem-solving and learning success, learners encounter various difficulties with this concept. Although prior research…

This essay serves as a personal narrative to share experiences and lessons learned in using a sabbatical to form international collaborations for SoTL research. I share my motivations for seeking an international collaboration, explore my predicted and realized benefits, and address challenges encountered including time constraints and…

The existing performance evaluation methods in robot-assisted surgery (RAS) are mainly subjective, costly, and affected by shortcomings such as the inconsistency of results and dependency on the raters' opinions. The aim of this study was to develop models for an objective evaluation of performance and rate of learning RAS skills while practicing…

Despite a high rate of concurrent mathematical difficulties among children with dyslexia, we still have limited information regarding the prevalence and severity of mathematical deficits in this population. To address this gap, we developed a comprehensive battery of cognitive tests, known as the UCSF Mathematical Cognition Battery (MCB), with the…

This article challenges an over-reliance on language as the primary means to communicate knowledge by adopting a language"less"ness approach to maker pedagogies and maker literacies. Having conducted makerspace and design-based research for some time, we separately and together noticed a productive relationship between wordless…

This study takes the value-based adoption model and CIE model of the learning process as the theoretical basis and combines them to explore the influencing factors and mechanisms of learners' online interaction and perceived value. Based on the questionnaire survey data of 81 learners' potential factors and their 45,166 real-time behavior data on…

A cancer diagnosis enlivens the question of what it means to live well with the Earth and its multidimensional beings, including the children I teach. A cancer diagnosis provides a necessary push to step out from the confines of a self and toward and into the wild fray of this life. I interpret my lived experiences through the practical philosophy…

Educational researchers are increasingly striving on the edge of possibility to re-imagine and realise the future. Activist scholarship requires appropriate philosophical and theoretical bases, what Stetsenko refers to as 'dangerous' -- useful in the struggle for a better world. How might praxis, agency and learning be charged with transgressive…