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Robin Junker; Jennifer Janeczko; Alena Lehmkuhl; Verena Zucker; Manfred Holodynski; Nicola Meschede – Education and Information Technologies, 2025
The adoption of virtual learning environments (VLEs) in education has grown significantly due to their potential to enhance learning. Effective learning in VLEs depends on managing cognitive load and sustaining motivation, particularly for complex tasks like developing teachers' professional vision -- the ability to notice and interpret classroom…
Descriptors: Models, Prompting, Electronic Learning, Computer Simulation
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Conrad Borchers; Zachary A. Pardos – Journal of Learning Analytics, 2025
Inadequate consideration of course workload in undergraduate students' course selections has contributed to adverse academic outcomes. At the same time, credit hours, the default institutional metric to convey time-based course workload to students, has been shown to capture students' experienced workload insufficiently. Recent research documents…
Descriptors: Course Selection (Students), Difficulty Level, Undergraduate Students, Learning Analytics
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John Elwood Romig; Amanda A. Olsen – Educational Studies, 2025
Research on the effects of background music has historically produced mixed findings. This study examined whether listening to background music impacted participants' writing fluency and perceived cognitive load. Participants in this experiment were 109 attendees of a science and history museum. Participants had to be at least six years old to…
Descriptors: Writing Skills, Writing (Composition), Student Attitudes, Cognitive Processes
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Stuart Webb; Ana Pellicer-Sánchez; Andi Wang – Reading in a Foreign Language, 2025
The present study is a partial replication of the most widely cited study of lexical coverage and reading comprehension by Hu and Nation (2000). Ninety-four advanced L2 learners read a short story at one of 90%, 95%, 98%, and 100% lexical coverage and then completed a 14-item reading comprehension test. The results showed that although…
Descriptors: Reading Comprehension, Vocabulary, Difficulty Level, English (Second Language)
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Jamaal R. Young; Miriam Sanders; Danielle Bevan; Syahrul Amin – International Journal of Education in Mathematics, Science and Technology, 2025
Productive struggle (PS) has emerged as a critical construct in mathematics education, emphasizing the importance of persistence, cognitive engagement, and conceptual understanding in problem-solving. However, inconsistencies in its conceptual and operational definitions have hindered its effective implementation and assessment. This study…
Descriptors: Problem Solving, Persistence, Mathematics Education, Educational Research
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Marieke de Wijse-van Heeswijk; Etienne A. J. A. Rouwette; Sander V. Meijerink – Instructional Science: An International Journal of the Learning Sciences, 2025
The aim of this study is to find out what the effects of facilitated learning interventions in a simulation game (SG) are and what type of SG renders which type of learning. Therefore, we research the effects of facilitator interventions on learning in an analogue open SG (in which there are as few rules as possible) and an analogue rule based SG…
Descriptors: Intervention, Simulation, Games, Cognitive Processes
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Christine C. A. van Nooijen; Bjorn B. de Koning; Wichor M. Bramer; Anna Isahakyan; Maryam Asoodar; Ellen Kok; Jeroen J. G. van Merrienboer; Fred Paas – Educational Psychology Review, 2024
Visual problem-solving is an essential skill for professionals in various visual domains. Novices in these domains acquire such skills through interactions with experts (e.g., apprenticeships). Experts guide novice visual problem-solving with scaffolding behaviours. However, there is little consensus about the description and classification of…
Descriptors: Cognitive Processes, Difficulty Level, Expertise, Novices
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Ruhama Even; Boaz Silverman – International Journal of Science and Mathematics Education, 2024
When justifying a mathematical statement, textbooks often interweave several instances of justification, creating, what we term, "paths of justification." This study aims to characterize the paths of justification of mathematical statements that are offered in eight 7th grade Israeli mathematics textbooks. The study attended to context…
Descriptors: Foreign Countries, Mathematics Instruction, Grade 7, Textbooks
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Serena Lee-Cultura; Kshitij Sharma; Michail N. Giannakos – IEEE Transactions on Learning Technologies, 2024
Teacher dashboards provide insights on students' progress through visualizations and scores derived from data generated during teaching and learning activities (e.g., response times and task correctness) to improve teaching. Despite the potential usefulness of enhancing teacher dashboards, and the respective teaching practices, with rich…
Descriptors: Educational Technology, Learning Analytics, Technology Uses in Education, Student Evaluation
Daiana Wheeler – ProQuest LLC, 2024
The purpose of this phenomenological study is to investigate the impact of instructional design elements on cognitive load for adult neurodiverse learners in online learning environments. For the utility of this study, cognitive load will be generally defined as the working memory and mental resources needed to perform a task. This study is…
Descriptors: Instructional Design, Cognitive Processes, Difficulty Level, Electronic Learning
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Samah AlKhuzaey; Floriana Grasso; Terry R. Payne; Valentina Tamma – International Journal of Artificial Intelligence in Education, 2024
Designing and constructing pedagogical tests that contain items (i.e. questions) which measure various types of skills for different levels of students equitably is a challenging task. Teachers and item writers alike need to ensure that the quality of assessment materials is consistent, if student evaluations are to be objective and effective.…
Descriptors: Test Items, Test Construction, Difficulty Level, Prediction
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Kuan-Yu Jin; Thomas Eckes – Educational and Psychological Measurement, 2024
Insufficient effort responding (IER) refers to a lack of effort when answering survey or questionnaire items. Such items typically offer more than two ordered response categories, with Likert-type scales as the most prominent example. The underlying assumption is that the successive categories reflect increasing levels of the latent variable…
Descriptors: Item Response Theory, Test Items, Test Wiseness, Surveys
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Wuji Lin; Chenxi Lv; Jiejie Liao; Yuan Hu; Yutong Liu; Jingyuan Lin – npj Science of Learning, 2024
The debate about whether the capacity of working memory (WM) varies with the complexity of memory items continues. This study employed novel experimental materials to investigate the role of complexity in WM capacity. Across seven experiments, we explored the relationship between complexity and WM capacity. The results indicated that the…
Descriptors: Short Term Memory, Difficulty Level, Retention (Psychology), Test Items
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Andreea Dutulescu; Stefan Ruseti; Mihai Dascalu; Danielle S. McNamara – Grantee Submission, 2024
Assessing the difficulty of reading comprehension questions is crucial to educational methodologies and language understanding technologies. Traditional methods of assessing question difficulty rely frequently on human judgments or shallow metrics, often failing to accurately capture the intricate cognitive demands of answering a question. This…
Descriptors: Difficulty Level, Reading Tests, Test Items, Reading Comprehension
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Ridvan Elmas; Merve Adiguzel-Ulutas; Mehmet Yilmaz – Education and Information Technologies, 2024
Many people use technological tools that are widely accessible, respond quickly, and have extensive information networks today. Due to recent technological advances in education and the increasing acceptance of Artificial Intelligence (AI) technologies, the issues regarding their implementation in education require identification and analysis.…
Descriptors: Artificial Intelligence, Science Education, Biochemistry, Information Dissemination
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