Competency in skills associated with collaborative problem solving (CPS) is critical for many contexts, including school, the workplace, and the military. Innovative approaches for assessing individuals' CPS competency are necessary, as traditional assessment types such as multiple-choice items are not well suited for such a process-oriented…

Competency in skills associated with collaborative problem solving (CPS) is critical for many contexts, including school, the workplace, and the military. Innovative approaches for assessing individuals' CPS competency are necessary, as traditional assessment types such as multiple-choice items are not well suited for such a process-oriented…

Recent advancements in large language models (LLMs) hold significant promise for improving physics education research that uses machine learning. In this study, we compare the application of various models for conducting a large-scale analysis of written text grounded in a physics education research classification problem: identifying skills in…

Few studies have analyzed students' teamwork (pairwork) habits in programming projects due to the challenges and high cost of analyzing complex, long-term collaborative processes. In this work, we analyze student teamwork data collected from the GitHub platform with the goal of identifying specific pair teamwork styles. This analysis builds on an…

Pteridophyte classification has undergone many changes both from morphology as well as phylogeny aspects. Thus, a variety of learning experiences are required to promote understanding on concepts and managing learning activities--this study aimed at determining the impact of CIRGI and CirGi Unification on students' metacognitive skills. A…

The purpose of the study was to explore the perceptions of teacher trainees on the use of think-pair-share in teaching and learning of classification of living organisms. The study adopted a quantitative approach. Both descriptive and inferential statistics were used to report the results of the study. Frequency counts and percentages were used to…

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 study probed EFL learners' negotiation of meaning and negotiation strategy in two unfocused and two focused tasks using a counterbalanced design. Each of the focused/unfocused tasks included one opinion-exchange and decision-making task type, which resulted in four particular task conditions. To this end, 36 Iranian intermediate EFL learners…

Purpose: This study aims to assess higher education students' interest in learning sustainability competencies and their pro-ecological worldviews at a large research-intensive university in Finland to provide a background information for developing a sustainability science course. Design/methodology/approach: In total, 797 students participated…

Interacting with practitioners and understanding multiple, contradictory, and complex perspectives is an important skill for effectively managing terrestrial resources in the 21st century. Addressing these needs requires innovative approaches in higher education that elevate student learning outcomes and emphasize the affective learning domain…

This study aimed to investigate EFL students' metastrategies in learning English writing. The participants were 34 undergraduate non-English major students taking a paragraph writing course at a university in southern Thailand during the semester 2/2017. Text analysis method was employed. Students' self-reflection at the end of the course was…

It is through working in groups that students develop cooperative learning skills and experience. However, group work activity often leads students into a difficult experience, especially for first-year students who are not familiar with group work activities at university. This study explores obstacles faced by first-year students during their…

This study discusses the automatic coding methods of the Community of Inquiry (CoI) framework for multilingual contexts, in particular. In universities, foreign students cannot be overlooked, and learning systems are also required to work in multilingual situations. However, none of the existing work has addressed the lack of language-agnostic and…

We develop a random forest classifier that helps assign academic credit for a student's class forum participation. The classification target are the four classes created by student rank quartiles. Course content experts provided ground truth by ranking a limited number of post pairs. We expand this labeled set via data augmentation. We compute the…

The purpose of this study was to analyze six English as a Foreign Language (EFL) learners' trajectories of discriminating near-synonyms in a data-driven learning task. Since the learners find it considerably difficult to learn subtle meaning differences of near-synonyms, corpus-based data-driven learning may provide an opportunity for them to…