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Heidi Taveter; Marina Lepp – Informatics in Education, 2025
Learning programming has become increasingly popular, with learners from diverse backgrounds and experiences requiring different support. Programming-process analysis helps to identify solver types and needs for assistance. The study examined students' behavior patterns in programming among beginners and non-beginners to identify solver types,…
Descriptors: Behavior Patterns, Novices, Expertise, Programming
Kahn, Joshua D.; Bullis, Michael D. – Leadership and Policy in Schools, 2023
In this integrative literature review, we synthesize the scant literature from the last 40 years of educational research on how school principals make difficult decisions. Reviewing 15 peer-reviewed articles, articles were coded for the methods used and their substantive findings. We review sampling techniques, the types of problems and methods…
Descriptors: Cognitive Processes, Decision Making, Principals, Models
Chuting Lu; Yating Liu; Shaorui Xu; Shaona Zhou; Heather Mei; Xiangqun Zhang; Lan Yang; Lei Bao – Physical Review Physics Education Research, 2023
In this study, a conceptual framework of measurement uncertainty was developed and used to guide the development of a multiple-choice concept test for the assessment of students' knowledge integration in learning measurement uncertainty. Based on assessment data and interview results, students were identified into three levels of knowledge…
Descriptors: Measurement, Multiple Choice Tests, Thinking Skills, Novices
Köhler, Daniel P.; Rausch, Andreas – Vocations and Learning, 2022
Expertise is featured by continued high performance in a particular domain. Expertise research has primarily focused on absolute expertise in structured domains such as chess and emphasized the significance of deliberate practice for expertise development. We investigated the development of relative expertise in commercial domains as part of…
Descriptors: Expertise, Job Skills, Sales Occupations, Foreign Countries
Merve Çevik; Mustafa Serdar Koksal – Journal of the American Academy of Special Education Professionals, 2024
This study aimed to examine the current perceptions of gifted students (n=178) on using collaborative problem solving during projects and to compare their experiences with those of experienced individuals (n=105) on projects. The research method of the study is the quantitative comparative method. Three data collection tools were used: the CPSS…
Descriptors: Academically Gifted, Gifted Education, Student Projects, Cooperative Learning
Yushan Xiong; Jialan Liu; Jiejie Lai; Tongyi Zheng; Xuhuai Qu; Qiuye Li; Yi Zhong; Lei Bao; Shaona Zhou – Physical Review Physics Education Research, 2025
This study investigates the cognitive processes of novice students in science learning, with a specific focus on how inhibitory control is employed to overcome a common student misconception about the buoyant force in liquid, which leads to the belief that "the greater the depth an object is in a liquid, the greater the buoyant force it…
Descriptors: Scientific Concepts, Misconceptions, Intervention, Physics
Zeynep Dulger; Feral Ogan-Bekiroglu – Physical Review Physics Education Research, 2025
This study examined how students utilized metacognition while solving physics problems. A case study design was implemented, involving 30 11th-grade students. Data were collected by using open-ended physics problems, with a think-aloud strategy applied during the process. Both quantitative and qualitative analyses were conducted using the…
Descriptors: Student Attitudes, Metacognition, Knowledge Level, Problem Solving
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
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
Michael E. Robbins; Gabriel J. DiQuattro; Eric W. Burkholder – Physical Review Physics Education Research, 2025
[This paper is part of the Focused Collection in Investigating and Improving Quantum Education through Research.] One of the greatest weaknesses of physics education research is the paucity of research on graduate education. While there are a growing number of investigations of graduate student degree progress and admissions, there are very few…
Descriptors: Science Education, College Science, Science Instruction, Teaching Methods
Pande, Prajakt; Chandrasekharan, Sanjay – Research in Science Education, 2022
Representational competence in science is the ability to generate external representations (e.g. equations, graphs) of real-world phenomena, transform between these representations, and use them in an integrated fashion. Difficulties in achieving representational competence are often considered central to difficulties in learning science.…
Descriptors: Competence, Science Process Skills, Eye Movements, Problem Solving
Emhardt, Selina N.; Kok, Ellen M.; Jarodzka, Halszka; Brand-Gruwel, Saskia; Drumm, Christian; van Gog, Tamara – Cognitive Science, 2020
Domain experts regularly teach novice students how to perform a task. This often requires them to adjust their behavior to the less knowledgeable audience and, hence, to behave in a more didactic manner. Eye movement modeling examples (EMMEs) are a contemporary educational tool for displaying experts' (natural or didactic) problem-solving behavior…
Descriptors: Expertise, Novices, Eye Movements, Teacher Behavior
Kiernan, Louise; Ledwith, Ann; Lynch, Ray – International Journal of Technology and Design Education, 2020
Design education has moved towards a collaborative practice where designers work in teams and with other disciplines to solve unstructured problems. Along with the cognitive skills involved in the execution of the design process, designers also need skills to work in teams, share information, negotiate common ground and reach consensus.…
Descriptors: Expertise, Novices, Interdisciplinary Approach, Design
Malone, Sarah; Altmeyer, Kristin; Vogel, Markus; Brünken, Roland – Journal of Computer Assisted Learning, 2020
Multiple external representations (MERs) play an important role in the learning field of mathematics. Whereas the cognitive theory of multimedia learning and the integrative text and picture comprehension model assume that the heterogeneous combination of symbolic and analogous representations fosters learning; the design, functions, and tasks…
Descriptors: Problem Solving, Equations (Mathematics), Eye Movements, Multimedia Instruction
Chen, Ouhao; Retnowati, Endah; Kalyuga, Slava – Educational Psychology, 2019
The instructional effect of worked examples has been investigated in many research studies. However, most of them evaluated the overall performance of the participants in solving post-intervention problems, rather than individual step performance in multi-step problems. The two experiments reported in this article investigated the relations…
Descriptors: Problem Solving, Sequential Learning, Performance, Difficulty Level

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