Purpose: This study aims to evaluate the effectiveness of three large language models (LLMs), GPT-4o, Llama 3.3 70B and Llama 3.1 8B, in redacting personally identifying information (PII) from forum data in massive open online courses (MOOCs). Design/methodology/approach: Forum posts from students enrolled in nine MOOCs were redacted by three…

The first purpose of the present study was to characterize progressive and metacognitive dialogue in knowledge-building classrooms. The second purpose was to examine the association between the quality of classroom dialogue and students' learning outcomes, including domain knowledge and conception of collaboration. One hundred thirty college…

Although peer interaction has received attention in second language (L2) collaborative writing (CW) research, the manner and quality of peer interaction have been less investigated. Previous studies usually examined peer interaction by looking at language-related episodes, overlooking the ways students negotiate for different types of knowledge…

Contribution: This study identifies the types of interaction that contribute to student learning with student-led tutorials (SLTs). The quality of these interactions include peer discussion, student tutor presentation, joint reasoning, and constructive feedback. Background: The introduction of SLTs in an advanced electromagnetics bachelor course…

Social reading is an interactive reading activity that activates readers to read and discuss through social annotation, facilitates the expression of diverse ideas, and promotes collaborative inquiry and knowledge building. Social reading is a common activity in higher education. However, discussions on how social annotation can be combined with…

The utilization of a professional geoscience career panel as a curricular classroom activity can be essential for promoting career awareness. By interacting with professionals, students can be exposed to diverse geoscientific careers, helping them understand various professional paths and the real-world applications of their studies. Using social…

Introduction: Biomedical science courses, including anatomy, physiology, and biochemistry, are challenging for many undergraduate nursing students. This study explored academic achievement in these subjects and the impact of student educational factors on performance among nursing students in Uganda. Methods: Analytical cross-sectional study of…

Purpose: This research aims to examine the pre-service teachers' learning when using STEM tasks with middle school students in a lesson study. Design/methodology/approach: This research adopted a qualitative methodology with an interpretative orientation. The participants are three pre-service teachers involved in a lesson study that took place in…

This paper presents evidence that sheds light on both the limitations and the possibilities of race-focused staff forums that have formed across UK higher education as part of a response to equality legislation. Based on interviews conducted with 13 staff of color across two universities, this paper foregrounds critical race theory presenting…

Flipped learning has been recognized as a promising pedagogical model for methodological progress in educational environments. Studies have shown the effectiveness of flipped learning when used with appropriate educational technologies and learning strategies. On the other hand, comprehensive guidance is required to combine this pedagogical model…

This paper reports on a study aiming at examining whether online argumentation enhance the teacher candidates' scientific habits of mind (SHOM). The study was carried out as a pre-experimental design including pre and post-test. Scientific Habits of Mind scale, interviews and written arguments were used as data collection tools. Google Classroom,…

Pedagogical content knowledge (PCK) has framed teacher education for decades, despite the difficulty of demonstrating that teacher preparation effectively develops PCK. Social studies educators have been especially wary of PCK, but their critiques have primarily challenged what knowledge is valued rather than its model of how teachers learn. This…

This study aims to investigate the effects of competition through a digital leaderboard in gamified online discussions on learners' behavioral and cognitive engagement in learning. Twenty-three graduate students pursuing master's degree in instructional technology in a public university in Indonesia were involved in a five-week quasi-experiment (N…

The importance of the philosophy of science in science teacher education has long been argued for by science educators. In particular, understanding how scientific knowledge is generated, negotiated, and developed is a key area of the philosophy of science that is relevant to science teaching. However, research on the nature of scientific…

We investigated the impact that teachers' participation in a short compulsory course on active learning had on their teaching practice. The course was offered at all departments of a STEM faculty with a total of 516 participants. Evaluations showed that teachers especially appreciated collegial discussions and examples of teaching practices in the…