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Mayer, Christian W.; Rausch, Andreas; Seifried, Jürgen – Empirical Research in Vocational Education and Training, 2023
Recently, many studies have been published on the use of eye-tracking to analyse complex problem-solving processes within authentic computer-based learning and training environments. This scoping review aims to provide a systematic report of the current state-of-the-art for related papers. Specifically, this work offers a scoping review of studies…
Descriptors: Problem Solving, Authentic Learning, Electronic Learning, Eye Movements
Fan, Yizhou; Rakovic, Mladen; van der Graaf, Joep; Lim, Lyn; Singh, Shaveen; Moore, Johanna; Molenaar, Inge; Bannert, Maria; Gaševic, Dragan – Journal of Computer Assisted Learning, 2023
Background: Many learners struggle to productively self-regulate their learning. To support the learners' self-regulated learning (SRL) and boost their achievement, it is essential to understand the cognitive and metacognitive processes that underlie SRL. To measure these processes, contemporary SRL researchers have largely utilized think aloud or…
Descriptors: Learning Strategies, Self Management, Protocol Analysis, Data Analysis
Shan Li; Xiaoshan Huang; Tingting Wang; Juan Zheng; Susanne P. Lajoie – Journal of Computing in Higher Education, 2025
Coding think-aloud transcripts is time-consuming and labor-intensive. In this study, we examined the feasibility of predicting students' reasoning activities based on their think-aloud transcripts by leveraging the affordances of text mining and machine learning techniques. We collected the think-aloud data of 34 medical students as they diagnosed…
Descriptors: Information Retrieval, Artificial Intelligence, Prediction, Abstract Reasoning
Ling Zhang; Naiqing Song; Guowei Wu; Jinfa Cai – Educational Studies in Mathematics, 2025
This study concerns the cognitive process of mathematical problem posing, conceptualized in three stages: understanding the task, constructing the problem, and expressing the problem. We used the eye tracker and think-aloud methods to deeply explore students' behavior in these three stages of problem posing, especially focusing on investigating…
Descriptors: Cognitive Processes, Mathematics Skills, Problem Solving, Eye Movements
Peterson, Carole; Wang, Qi; Lillington, N. Brandon; Hallett, Darcy – Applied Cognitive Psychology, 2022
Young adults recalled and dated their five earliest memories, and dates compared with independent parental dates. Participants also provided information about how they derived dates through a "thinking aloud" procedure. All participants were also asked if they had experienced various landmark events when young. One group, the Priming…
Descriptors: Young Adults, Memory, Recall (Psychology), Time Perspective
Yusuf, Mardiana; Rahim, Suzieleez Syrene Abdul; Eu, Leong Kwan – Malaysian Online Journal of Educational Sciences, 2022
Many challenges are identified when students solve mathematic problems especially in solving probability word problems. This study was conducted to identify the major challenges faced by matriculation college students while solving the probability of an event word problem. Seven matriculation college students were the sample for this case study.…
Descriptors: College Students, Probability, Problem Solving, Word Problems (Mathematics)
Conrad Borchers; Hendrik Fleischer; David J. Yaron; Bruce M. McLaren; Katharina Scheiter; Vincent Aleven; Sascha Schanze – Journal of Science Education and Technology, 2025
Intelligent tutoring system (ITS) provides learners with step-by-step problem-solving support through scaffolding. Most ITSs have been developed in the USA and incorporate American instructional strategies. How do non-American students perceive and use ITS with different native problem-solving strategies? The present study compares Stoich Tutor,…
Descriptors: Problem Solving, Intelligent Tutoring Systems, Learning Strategies, Protocol Analysis
Elizabeth B. Cloude; Rachel Chapman; Roger Azevedo; Analia Castiglioni; Jeffrey LaRochelle; Caridad Hernandez; Dario Torre – Instructional Science: An International Journal of the Learning Sciences, 2025
Expertise plays a significant role in shaping self-regulated learning (SRL) by influencing how individuals set goals, monitor progress, employ strategies, and reflect on their learning process. However, comprehensive data on this link is sparse in medical contexts. This paper investigates the transitions of SRL phases during clinical-reasoning…
Descriptors: Novices, Expertise, Independent Study, Medical Evaluation
Ning Zou; Xiaohan Zhang; Jianan Lou; Jing Liao; Chunlei Chai – International Journal of Technology and Design Education, 2024
Design processes can be decomposed into several steps, including information acquisition and application. Retrieving prior knowledge and experience is an important method of acquiring design information, thus designers' precedents retrieval styles reflect their design thinking. The obvious difference between industrial (ID) and mechanical design…
Descriptors: Engineering, Design, Industrial Arts, Recall (Psychology)
Hanan Khalil; Danielle Pollock; Patricia McInerney; Catrin Evans; Erica B. Moraes; Christina M. Godfrey; Lyndsay Alexander; Andrea Tricco; Micah D. J. Peters; Dawid Pieper; Ashrita Saran; Daniel Ameen; Petek Eylul Taneri; Zachary Munn – Research Synthesis Methods, 2024
Objective: This paper describes several automation tools and software that can be considered during evidence synthesis projects and provides guidance for their integration in the conduct of scoping reviews. Study Design and Setting: The guidance presented in this work is adapted from the results of a scoping review and consultations with the JBI…
Descriptors: Automation, Computer Software, Synthesis, Protocol Analysis
Valsangiacomo, Federica – Journal of Education for Sustainable Development, 2023
Shaping one's own everyday life in the sense of sustainable development (SD) and participating in corresponding social processes call for the ability to make decisions in terms of SD. To promote this ability, this article focuses on the question of how pupils make decisions in the context of SD and which types of decision-making processes (DMP)…
Descriptors: Decision Making Skills, Sustainable Development, Protocol Analysis, Nutrition Instruction
Shelley K. Lund; Wendy Quach; Kristy Weissling; Miechelle McKelvey – Language, Speech, and Hearing Services in Schools, 2025
Purpose: Previous research has shown that many speech-language pathologists (SLPs) lack confidence in conducting augmentative and alternative communication (AAC) evaluations. The AAC Clinical Assessment Project team developed a protocol to help guide SLPs to complete AAC assessments for children with autism spectrum disorder (ASD). This article…
Descriptors: Augmentative and Alternative Communication, Autism Spectrum Disorders, Speech Language Pathology, Allied Health Personnel
Deb Brosseuk; Phillip Poulton – Curriculum Journal, 2025
The curriculum reform in New South Wales (NSW), Australia, focuses on implementing high-quality, evidence-based instruction, particularly explicit teaching and the gradual release of responsibility. This paper examines the 'quality' of writing instruction in the new curriculum materials for Kindergarten to Year 6 teachers. Our document analysis of…
Descriptors: Writing Instruction, Instructional Materials, Curriculum Development, Educational Change
Lammi, Matthew D.; Wells, John G.; Gero, John – International Journal of Technology and Design Education, 2022
This paper presents the results of a 2-year longitudinal study aimed at characterizing and comparing the design cognition of high school students with and without formal engineering design experiences. The students--working as dyads--engaged in design-only sessions generating solutions in response to the same engineering design challenges. The…
Descriptors: High School Students, Engineering, Design, Cognitive Processes
Helix, Max R.; Blackford, Katherine A.; Firestein, Zachary M.; Greenbaum, Julia C.; Gibson, Katarina; Baranger, Anne M. – Chemistry Education Research and Practice, 2022
A central practice in the discipline of organic chemistry is the ability to solve certain fundamental problems, including predicting reactivity, proposing mechanisms, and designing syntheses. These problems are encountered frequently by both students and practitioners, who need to utilize vast amounts of content knowledge in specific ways to…
Descriptors: Problem Solving, Organic Chemistry, Prediction, Undergraduate Students

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