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Ziyan Yang; Jia Hu; Shaochun Zhong; Lan Yang; Geyong Min – Education and Information Technologies, 2025
Intelligent technology plays a pivotal role in revolutionizing learning assessments, overcoming the constraints of traditional assessment methods and driving educational innovation. Knowledge tracing (KT) emerges as a critical component for assessing students' learning states and forecasting their future performance. However, existing graph-based…
Descriptors: Learning Processes, Artificial Intelligence, Graphs, Concept Mapping
Ulrica von Thiele Schwarz; Emma Hedberg Rundgren; Håkan Uvhagen; Åsa Hedberg Rundgren – Evidence & Policy: A Journal of Research, Debate and Practice, 2025
Background: Research quality is often discussed in terms of excellence, emphasising replicability and trustworthiness. Practice-based research instead emphasises implementability and practical impact, and thus, may reflect other values and logics and challenge how high-quality practice-based research is defined. The aim of this study is to explore…
Descriptors: Foreign Countries, Research and Development, Research Utilization, Concept Mapping
Graham Glynn – Emerald Publishing Limited, 2025
Higher Education Institutions (HEIs) are under immense pressure to become more efficient, reduce fees, and lower student debt, all while maintaining an expected high standard of academic excellence. This pressure creates the sense that HEIs must evolve to become more 'business-like' but fails to consider the unique expertise of their faculty and…
Descriptors: Higher Education, College Administration, Governance, Participative Decision Making
Allison Sauerwein; Natalie Quinlan; Coral Viernow – Teaching and Learning in Communication Sciences & Disorders, 2025
Concept maps make students' knowledge visible. Creating a mind map gives students an opportunity to organize their knowledge and allows instructors to visualize and assess it. When students create mind maps at multiple time points, instructors can compare the maps and use the themes, patterns, and gaps that emerge to reflect on their teaching and…
Descriptors: Concept Mapping, Cognitive Mapping, Augmentative and Alternative Communication, Learning Processes
Wei Zhang; Xinyao Zeng; Lingling Song – Education and Information Technologies, 2025
Computational thinking (CT) assessment is crucial for testing the effectiveness of CT skills development. However, the exploration of CT assessment in the context of text-based programming is in its initial stages. The intrinsic relationship between the core skills of text-based programming and the core elements of CT isn't analyzed in depth in…
Descriptors: Mental Computation, Programming, College Students, Evaluation
Laneshia Conner; Kristel Scoresby; Keith J. Watts – Journal of Faculty Development, 2025
Academic mentorship is essential for faculty development, yet mid-career researchers have limited resources. This study explores AI-assisted mentorship models using biosketch analysis, AI mapping, and human expertise to enhance mentor selection. Tools like Google NotebookLM and Mural streamlined coding, visualization, and theme identification,…
Descriptors: Artificial Intelligence, Faculty Development, Researchers, Mentors
Jodi Harding-Kuriger; Douglas Gleddie; Déirdre Ní Chróinín; Sean Lessard – Journal of Teaching in Physical Education, 2025
Purpose: As a contribution to the ongoing Meaningful Physical Education (PE) research, this study seeks to understand secondary students' conceptualizations of meaningful PE experiences, using Group Concept Mapping. Methods: Participants were secondary students (n = 55) in an urban sports academy. Conceptualizations of meaningful PE experiences…
Descriptors: Concept Mapping, Group Activities, Physical Education, Secondary School Students
Xiao-Ming Wang; Jing-Lin Wang; Shu-Yan Xu; Si-Jie Xu – International Journal of STEM Education, 2025
Concept mapping is a powerful educational tool that facilitates students' organization and integration of knowledge, leading to improved understanding and retention. Numerous studies have highlighted the potential of concept mapping to enhance students' achievement. However, comprehensive quantitative analyses focusing on its impact specifically…
Descriptors: Concept Mapping, STEM Education, Meta Analysis, Academic Achievement
Fan Ouyang; Luyi Zheng; Xinyu Dai; Weiqi Xu; Pengcheng Jiao – Educational Technology Research and Development, 2025
Computer-supported collaborative concept mapping (CSCCM), as one of the computer-mediated instruction and learning strategies, has been used to foster collaborative knowledge construction (CKC). Previous research has characterized groups based on final knowledge artifacts, products, or performances, rather than the temporal, process-oriented…
Descriptors: Content and Language Integrated Learning, Discourse Analysis, Computer Assisted Instruction, Concept Mapping
Emmanuel Echeverri-Jimenez; Morgan Balabanoff – Journal of Research in Science Teaching, 2025
A systematic literature review across multiple scientific disciplines was conducted to explore students' understanding of atomic structure, focusing on students' ACs. A total of 112 publications between 1972 and 2023 were selected for the study. Within the selected body of literature, 851 instances of ACs were distributed across students ranging…
Descriptors: Nuclear Physics, Chemistry, Scientific Concepts, Concept Mapping
Jamie Costley; Anastasiia Kapuza; Anna Gorbunova; Irina Shcheglova – Instructional Science: An International Journal of the Learning Sciences, 2025
Cognitive load theory describes the mechanisms for the transfer of information from human working memory to long-term memory. This theory posits that increasing the number of interactive elements, such as interconnections, may increase cognitive load. This study investigates the impact of interconnections in concept maps on cognitive load,…
Descriptors: Cognitive Processes, Difficulty Level, Concept Mapping, Short Term Memory
Alexandra Jackson; Cheryl Bodnar; Elise Barrella; Juan Cruz; Krista Kecskemety – Journal of STEM Education: Innovations and Research, 2025
Recent curricular interventions in engineering education have focused on encouraging students to develop an entrepreneurial mindset (EM) to equip them with the skills needed to generate innovative ideas and address complex global problems upon entering the workforce. Methods to evaluate these interventions have been inconsistent due to the lack of…
Descriptors: Engineering Education, Entrepreneurship, Concept Mapping, Student Evaluation
Mei Wang; Lijia Lin; Jiaming Cheng – Psychology in the Schools, 2025
Providing teachers with feedback is beneficial for their professional development. However, the impact of teachers choosing feedback on learning is unknown. In addition, research on the relationship among teachers' choice of feedback, mindset belief, prior experience, and learning is very limited. The purpose of the current study is to fill these…
Descriptors: Elementary School Teachers, Teacher Attitudes, Feedback (Response), Faculty Development
Leonie Disch; Angela Fessl; Simone Franza; Joachim Kimmerle; Viktoria Pammer-Schindler – Discover Education, 2025
Reading and understanding scientific texts is useful and necessary in many informal collaboration settings, including research or innovation collaborations, or when discussing public science in lay peer groups. In this work, we investigate whether an interactive predefined concept map that builds up gradually while reading a scientific research…
Descriptors: Reading Comprehension, Graphs, Concept Mapping, Cooperative Learning
Athitaya Nitchot; Lester Gilbert – Education and Information Technologies, 2025
Learning programming is a complex process that requires understanding abstract concepts and solving problems efficiently. To support and motivate students, educators can use technology-enhanced learning (TEL) in the form of visual tools for knowledge mapping. Mytelemap, a prototype tool, uses TEL to organize and visualize information, enhancing…
Descriptors: Learning Motivation, Concept Mapping, Programming, Computer Science Education

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