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Ting Cai; Qingyuan Tang; Yu Xiong; Lu Zhang – International Educational Data Mining Society, 2025
Teacher classroom teaching behavior indicators serve as a crucial foundation for guiding instructional evaluation. Existing indicator system suffers from limitations such as strong subjectivity and weak contextual generalization capabilities. Generalized category discovery (GCD) enables automatic data clustering to identify known categories and…
Descriptors: Teacher Behavior, Teaching Methods, Models, Accuracy
Anne Siri Kvia; Knut Aukland – British Journal of Religious Education, 2025
Reflexivity has become a key concept in RE. It plays a vital role in the interpretive approach and the broader contexts of hermeneutics, anthropology, and research methodology. Moreover, reflexivity is closely related to other terms like self-awareness and self-reflection. How can we conceptualise reflexivity and these related concepts? What are…
Descriptors: Religious Education, Research Reports, Metacognition, Concept Formation
Andrew Schmidt – Action, Criticism, and Theory for Music Education, 2025
This article explores tensions in Western classical vocal pedagogy through the lenses of queer theory and Bernstein's work. Using Basil Bernstein's theories of "Pedagogic Codes" and the "Pedagogic Device", I examine how strong classification and framing shape power dynamics and limit vocal identity within traditional voice…
Descriptors: Educational Theories, Epistemology, Music Education, Singing
Julia E. Palozzi; Nevin J. Harper; Nancy Shackelford – Environmental Education Research, 2025
In this review, approaches to teaching and learning in environmental education were explored at a conceptual level to understand the diversity of pedagogies in the discipline. We applied systems thinking to make conceptual parallels between ecology (physical environment, plant species, traits, plant strategies) and education (environmental…
Descriptors: Systems Approach, Teaching Methods, Environmental Education, Learning Processes
Imre Garai; Zoltán András Szabó; Lajos Somogyvári; Beatrix Vincze; András Németh – Paedagogica Historica: International Journal of the History of Education, 2025
Reform is often associated with anticipated changes aimed at altering and improving social structures. Revealing the outcomes of reform initiatives, as well as identifying key facilitators and circumstances that contributed to their success or failure, can provide a deeper understanding of this distinct social phenomenon. Social transformations…
Descriptors: Educational History, Social Structure, Educational Change, Foreign Countries
Carina Büscher – International Journal of Science and Mathematics Education, 2025
Computational thinking (CT) is becoming increasingly important as a learning content. Subject-integrated approaches aim to develop CT within other subjects like mathematics. The question is how exactly CT can be integrated and learned in mathematics classrooms. In a case study involving 12 sixth-grade learners, CT activities were explored that…
Descriptors: Mathematics Instruction, Thinking Skills, Teaching Methods, Computer Science Education
Abdelilah Salim Sehlaoui; Karen Michelle Potter; Laurel L. Byrne – Review of Education, 2025
The purpose of this qualitative meta-analysis (QMA) is to provide a concise and comprehensive picture of findings across qualitative studies to answer this question: What factors contribute to systematically closing the opportunity gap for all students, and particularly for students labelled linguistically and culturally diverse? The ultimate goal…
Descriptors: Educational Opportunities, Achievement Gap, Student Diversity, Meta Analysis
Funda Örnek; Shaima Alaam – Science & Education, 2025
This study analyzed Bahraini primary school science textbooks and workbooks from grades 1 to 6 in terms of their coverage of the five essential features of scientific inquiry. These features include the following: feature 1, engaging learners in scientifically oriented questions; feature 2, making learners give priority to evidence in responding…
Descriptors: Foreign Countries, Science Instruction, Textbooks, Content Analysis
Nuri Emrahoglu; Onur Yalçin – Journal of Turkish Science Education, 2025
This research involves a content analysis of studies on modern physics education conducted in Turkey between 2000 and 2023. In this context, 273 studies accessed in full text from different databases were examined. The studies were evaluated using the "Modern Physics Education Publication Classification Form" and analyzed using the…
Descriptors: Foreign Countries, Physics, Science Instruction, Trend Analysis
Orkun Kocak; Sahin Idil – Journal of Education in Science, Environment and Health, 2025
This study is developing a Deep Learning model automating the coding of drawings students provide about climate change phenomena in our world, as a learning contribution through formative assessment. We started first with ResNet50 architecture, but ultimately, we settled on MobileNetV2 reduced architecture for the sake of being able to integrate…
Descriptors: Climate, Artificial Intelligence, Accuracy, Environmental Education
Jonathan Liu; Seth Poulsen; Erica Goodwin; Hongxuan Chen; Grace Williams; Yael Gertner; Diana Franklin – ACM Transactions on Computing Education, 2025
Algorithm design is a vital skill developed in most undergraduate Computer Science (CS) programs, but few research studies focus on pedagogy related to algorithms coursework. To understand the work that has been done in the area, we present a systematic survey and literature review of CS Education studies. We search for research that is both…
Descriptors: Teaching Methods, Algorithms, Design, Computer Science Education
Kenan Dikilitas; Tim Marshall; Masoumeh Shahverdi – Palgrave Macmillan, 2025
This open access book maps the role of challenge-based learning (CBL) in the transformation of higher education pedagogy, towards being sector-informed as well as student-driven. CBL democratises the process of learning by repositioning students as drivers, who are empowered to make decisions on course content, assess needs in the real world and…
Descriptors: Teaching Methods, Student Centered Learning, Problem Based Learning, Program Implementation
Yuehai Xiao; Angel Zhao – European Journal of Psychology of Education, 2025
Some previous researchers attempted to bridge the gap between two bodies of research: the role of metacognitive knowledge in second language (L2) writing and L2 collaborative writing (CW). Although recent studies unveiled the positive impacts of learners' metacognitive knowledge on L2 collaborative writing, there is not yet consensus regarding the…
Descriptors: Metacognition, Second Language Instruction, Second Language Learning, Collaborative Writing
Rebeckah K. Fussell; Megan Flynn; Anil Damle; Michael F. J. Fox; N. G. Holmes – Physical Review Physics Education Research, 2025
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…
Descriptors: Physics, Computational Linguistics, Classification, Laboratory Experiments
Valentin A. B. Küchle; John P. Smith III; Jihye Hwang; Reshma Menon – International Journal of Mathematical Education in Science and Technology, 2025
'Group work' is a vague description of an instructional activity, because many factors shape its character and effect on students. One important factor is group formation, that is, how groups are formed by the instructor. In this paper, we sought to better understand the variation of group work with respect to group formation by addressing: How do…
Descriptors: College Faculty, Mathematics Teachers, Mathematics Instruction, Teaching Methods
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