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Xavier Ochoa; Xiaomeng Huang; Yuli Shao – Journal of Learning Analytics, 2025
Generative AI (GenAI) has the potential to revolutionize the analysis of educational data, significantly impacting learning analytics (LA). This study explores the capability of non-experts, including administrators, instructors, and students, to effectively use GenAI for descriptive LA tasks without requiring specialized knowledge in data…
Descriptors: Learning Analytics, Artificial Intelligence, Computer Software, Scores
Tamra Stambaugh; Elizabeth Covington; Emily L. Mofield – Gifted Child Quarterly, 2025
The focus of this article is on the development of expertise in interpreting literature within English Language Arts (ELA). Experts and novices differ significantly in how they approach problems and acquire information, with experts demonstrating more sophisticated pattern recognition, nuances, and conceptual understandings and approaches than…
Descriptors: Language Arts, English Curriculum, Expertise, Experienced Teachers
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Anderson, Dawn L.; Baguhn, Sarahelizabeth J. – Journal of Visual Impairment & Blindness, 2022
People with visual impairments use a wide variety of sensory information to understand the world around them. Many persons who are visually impaired (i.e., those who are blind or have low vision) use some form of echolocation to monitor the space around them. This process of identifying the properties of an object may be referred to as…
Descriptors: Visual Impairments, Visually Impaired Mobility, Navigation, Auditory Discrimination
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Zhou, Chuyi; Chai, Chunlei; Liao, Jing – International Journal of Technology and Design Education, 2022
There is limited information about the design process and outcomes of novice industrial designers when working with different levels of problem abstraction. In this paper, we propose a new way of describing the cognitive processes of problem solving based on problem decomposition strategy studies and network-based cognitive maps. An empirical…
Descriptors: Novices, Design, Industrial Arts, Problem Solving
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Ben Awadh, Abdullah; Clark, Jill; Clowry, Gavin; Keenan, Iain D. – Anatomical Sciences Education, 2022
While integrated delivery of anatomy and radiology can support undergraduate anatomical education, the interpretation of complex three-dimensional spatial relationships in cross-sectional and radiological images is likely to be demanding for novices. Due to the value of technology-enhanced and multimodal strategies, it was hypothesized that…
Descriptors: Anatomy, Radiology, Visual Aids, Medical Students
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von Hausswolff, Kristina – Computer Science Education, 2022
Background and Context: Research in programming education seems to show that hands-on writing at the keyboard is beneficial for learning, but we lack an explanation of why that is and an underlying theory to anchor that explanation. Objective: The first objective is to lay out a theoretical foundation for understanding the learning situation when…
Descriptors: Programming, Computer Science Education, Novices, Student Experience
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Schwarts, Gil; Elbaum-Cohen, Avital; Pöhler, Birte; Prediger, Susanne; Arcavi, Abraham; Karsenty, Ronnie – Educational Studies in Mathematics, 2023
Professional development (PD) courses are the main context for mathematics teachers' lifelong learning. Leaders with expertise are needed to facilitate these courses; thus, there is a growing interest in understanding the nature of this profession, its core practices, and the challenges it entails. This paper focuses on a specific group of…
Descriptors: Experienced Teachers, Mathematics Teachers, Novices, Facilitators (Individuals)
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Endres, Tino; Lovell, Oliver; Morkunas, David; Rieß, Werner; Renkl, Alexander – British Journal of Educational Psychology, 2023
Background & Aims: Cognitive load theory assumes that the higher the learner's prior knowledge (i.e., the more expert the learner), the lower the intrinsic cognitive load (complexity) experienced for a given problem. While this is the case in many scenarios, there can be cases in which the converse is also true, resulting in more expert…
Descriptors: Prior Learning, Cognitive Processes, Difficulty Level, Problem Solving
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David John; Ritayan Mitra – Frontline Learning Research, 2023
Eye tracking technology enables the visualisation of a problem solver's eye movement while working on a problem. The eye movement of experts has been used to draw attention to expert problem solving processes in a bid to teach procedural skills to learners. Such affordances appear as eye movement modelling examples (EMME) in the literature. This…
Descriptors: Eye Movements, Problem Solving, Expertise, Novices
Binkley, Amanda M. – ProQuest LLC, 2023
Skilled and Technical Science Educators (STSEs) enter the teaching field with little to no practical training. This lack of experience produces educators who need professional learning opportunities that draw upon their past knowledge and provide them with a community in which they can learn. The support these educators require extends beyond…
Descriptors: Science Teachers, Science Instruction, Communities of Practice, Faculty Development
Miller, Olivia Colleen – ProQuest LLC, 2023
This dissertation investigates the complexities associated with developing expertise in physics problem-solving and the methods for measuring and assessing the skills involved. Problem-solving skills are critical in today's rapidly changing world, and thus, it is important to emphasize them in education. However, lacking precise methods for…
Descriptors: Physics, Science Instruction, Problem Solving, Measurement Techniques
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Jiang, Lianjiang; Yuan, Kaihao; Yu, Shulin – Asia-Pacific Education Researcher, 2021
While it has been well noted that novice EFL teachers are subject to identity change when transitioning from pre-service to novice stage, the nuanced process of such change remains underexplored. Based on data gathered from four novice EFL teachers in Macau, this paper examines such process using the constructs of imagined identities and the…
Descriptors: Foreign Countries, Beginning Teachers, Language Teachers, English (Second Language)
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Speelman, Craig P. – SAGE Open, 2021
Australian universities are faced with the imminent retirement of a large proportion of their researchers. One way to avoid a decrement in research performance is to consider greater support for early career researchers (ECRs). To investigate how another university system that is ranked high in research performance supports its ECRs several…
Descriptors: Foreign Countries, Novices, Researchers, College Faculty
Abigail Lopez-Cesar – ProQuest LLC, 2021
Children who experience traumatizing life events are reported to be at greater risk for behavioral and emotional impairments that can diminish school performance. To address this, school psychologists can implement trauma-informed evidence-based interventions (TI EBIs), or treatments with an empirical basis that support the unique psychosocial…
Descriptors: At Risk Students, School Psychologists, Trauma Informed Approach, Novices
Matthew R. Brummett – ProQuest LLC, 2021
The purpose of this qualitative phenomenological study was to explore the experiences of new administrators who were currently receiving or had received coaching as a requirement of a California Clear Administrative Services Credential (CASC). This study also explored the administrators' perceptions of self-efficacy in relation to the coaching.…
Descriptors: Novices, Coaching (Performance), School Administration, Administrator Attitudes
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