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Soonri Choi; Dongsik Kim; Jihoon Song – Educational Technology Research and Development, 2025
Despite the efforts of instructional design (ID) to solve real-life problems, it remains challenging to adapt and be flexible in such situations. In particular, problems that require simultaneous knowledge of multiple domains and contexts are more challenging to solve because real-life problems do not reconstruct the learned experience. This is…
Descriptors: Expertise, Instructional Design, Problem Solving, Cognitive Processes
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
Miskioglu, Elif Eda; Aaron, Caitlyn; Bolton, Caroline; Martin, Kaela M.; Roth, Madeline; Kavale, Sanjeev M.; Carberry, Adam R. – Journal of Engineering Education, 2023
Background: A defining characteristic of expertise is the use of intuition to navigate tasks. The construct of intuition and its importance is well-studied in other disciplines, but little is known about how it translates to engineering. Existing literature on intuition does not clearly define the construct and its relationship to problem solving,…
Descriptors: Intuition, Engineering, Expertise, Decision Making
Richard Lee Davis; Bertrand Schneider; Leah F. Rosenbaum; Paulo Blikstein – Educational Technology Research and Development, 2024
This study investigated the impact of participating in a year-long digital-fabrication course on high-school seniors' problem-solving skills, with a focus on problems involving mechanistic systems. The research questions centered on whether working in a makerspace impacted students' abilities to solve such problems and whether the process data…
Descriptors: Experiential Learning, Learning Analytics, Problem Solving, Expertise
Justin C. Dunlap; Ryan Sissons; Ralf Widenhorn – Physical Review Physics Education Research, 2025
[This paper is part of the Focused Collection in Artificial Intelligence Tools in Physics Teaching and Physics Education Research.] We present a study in which a version of a common conservation of mechanical energy introductory physics problem, an object released on an inclined plane, is given to OpenAI's GPT-4 large language model (LLM). We…
Descriptors: Artificial Intelligence, Mechanics (Physics), Problem Solving, Energy
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
Fateme Husseini; Ali Malmir – Asia-Pacific Education Researcher, 2025
As creativity plays an essential role in conducting research, this study was an attempt to investigate how EFL researchers conceptualize creativity in their research. To this end, we adopted a descriptive narrative design, collecting, and analyzing the autobiographical narratives of 12 Iranian EFL researchers. The deductive thematic analysis…
Descriptors: English (Second Language), Second Language Learning, Second Language Instruction, Creativity
Koppikar, Unnati; Kandakatla, Rohit; Mallibhat, Kaushik; Joshi, Gopalkrishna – IEEE Transactions on Education, 2023
Contribution: This study identifies the skills required by the faculty to mentor first-year interdisciplinary design projects. The findings are compiled as a set of themes that can act as a guide for engineering educators in mentoring interdisciplinary design projects. Background: The National Academy of Engineering's (NAE) Engineer of 2020 report…
Descriptors: Engineering Education, Interdisciplinary Approach, Mentors, 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
Rees Lewis, Daniel G.; Carlson, Spencer E.; Riesbeck, Christopher K.; Gerber, Elizabeth M.; Easterday, Matthew W. – Journal of Engineering Education, 2023
Background: To create design solutions experienced engineering designers engage in expert iterative practice. Researchers find that students struggle to learn this critical engineering design practice, particularly when tackling real-world engineering design problems. Purpose/Hypothesis: To improve our ability to teach iteration, this study…
Descriptors: Engineering, Design, Coaching (Performance), Problem Based Learning
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
Demirci, Ömer; Ineç, Zekeriya Fatih – Acta Didactica Napocensia, 2023
This study aims to advance the development of the mathematical processing skills of students by suggesting the use of digital geography games. This includes an analysis of its contribution to the standard mathematics curriculum in areas such as data processing as well as its contribution to social studies curricula in areas such as map literacy,…
Descriptors: Video Games, Geography Instruction, Mathematics Education, Data Processing