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Seyum Getenet – International Electronic Journal of Mathematics Education, 2024
This study compared the problem-solving abilities of ChatGPT and 58 pre-service teachers (PSTs) in solving a mathematical word problem using various strategies. PSTs were asked to solve a problem individually. Data was collected from PSTs' submitted assignments, and their problem-solving strategies were analyzed. ChatGPT was also given the same…
Descriptors: Problem Solving, Ability, Preservice Teachers, Artificial Intelligence
Tanti Listiani – International Society for Technology, Education, and Science, 2023
Learning loss due to online learning has caused students to experience a decrease in their ability to solve mathematical problems. One of the declines in students' mathematical problem-solving skills occurred in the statistics course. Statistics as a branch of mathematics has an important role in training students' skills in processing and…
Descriptors: Mathematics Instruction, Problem Solving, Statistics Education, Comparative Analysis
Eunsung Park; Jongpil Cheon – Journal of Educational Computing Research, 2025
Debugging is essential for identifying and rectifying errors in programming, yet time constraints and students' trivialization of errors often hinder progress. This study examines differences in debugging challenges and strategies among students with varying computational thinking (CT) competencies using weekly coding journals from an online…
Descriptors: Undergraduate Students, Programming, Computer Software, Troubleshooting
Ignasi Florensa; Marta Barbero; Rafael Martínez-Planel – ZDM: Mathematics Education, 2024
Research into mathematics education at university level includes a wide range of theoretical approaches. This poses considerable challenges to researchers in terms of understanding and harmonizing the compatibility and commensurability of those approaches. The research community has already problematised and studied these challenges using…
Descriptors: College Mathematics, Comparative Analysis, Schemata (Cognition), Problem Solving
Changyu Yang; Adam Stivers – Journal of Education for Business, 2024
The rapid advancement of artificial intelligence (AI) has given rise to sophisticated language models that excel in understanding and generating human-like text. With the capacity to process vast amounts of information, these models effectively tackle problems across diverse domains. In this paper, we present a comparative analysis of prominent AI…
Descriptors: Artificial Intelligence, Man Machine Systems, Natural Language Processing, Comparative Analysis
Elien Sijmkens; Nico Scheerlinck; Mieke De Cock; Johan Deprez – International Journal of Mathematical Education in Science and Technology, 2024
Differential equations are an important mathematical concept used to model processes in many disciplines. However, the literature shows that students experience many difficulties when studying this topic. We investigate the effect of using context while teaching differential equations on engineering students' ability to construct and interpret…
Descriptors: Teaching Methods, Mathematics Instruction, Mathematical Concepts, Comparative Analysis
A Comparison of Generative AI Solutions and Textbook Solutions in an Introductory Programming Course
Ernst Bekkering; Patrick Harrington – Information Systems Education Journal, 2025
Generative AI has recently gained the ability to generate computer code. This development is bound to affect how computer programming is taught in higher education. We used past programming assignments and solutions for textbook exercises in our introductory programming class to analyze how accurately one of the leading models, ChatGPT, generates…
Descriptors: Higher Education, Artificial Intelligence, Programming, Textbook Evaluation
Adams, Robert Woodrow – ProQuest LLC, 2023
Nonprofit social enterprises (NSEs) seek to address societal problems through for-profit ventures. Because they pursue social and commercial goals, these organizations have great potential to solve social and environmental issues more efficiently and effectively. Given their unique purpose and challenges, NSEs require a different type of…
Descriptors: Nonprofit Organizations, Social Problems, Conservation (Environment), Masters Programs
Ding, Yue-Min; Shen, Wei-Da; Yang, Jing; He, Yan; Wang, Lin-Lin; Zhang, Xiong – Advances in Physiology Education, 2023
A physiology laboratory course plays an important role in improving the scientific abilities of medical students. This study involved a teaching reform based on problem-based self-designed experiments in a physiology laboratory course. The study subjects were divided into two groups, i.e., students enrolled in 2019 were assigned to the traditional…
Descriptors: Physiology, Science Instruction, Teaching Methods, Laboratory Experiments
Shu-Chen Cheng; Gwo-Jen Hwang; Chih-Hung Chen – Education and Information Technologies, 2024
Developing students' scientific literacy is the most important educational goal and challenge of the 21st century. Many studies have confirmed that flipped learning has significantly impacted learning science. Researchers indicate that the lack of an appropriate learning guidance strategy in the pre-class stage for flipped learning will influence…
Descriptors: Flipped Classroom, Teaching Methods, Comparative Analysis, Science Instruction
Ssemugenyi, Fred – Cogent Education, 2023
Using a mixed method, quasi-experimental pre-test-post-test non-equivalent group design, this study inquired into the possibilities of enhancing learners' cognitive abilities, with problem-based learning (PBL; -experimental) and lecture method (control) as predictor variables. Aided by the random scorecards, a group of 51 students was assigned to…
Descriptors: Comparative Analysis, Problem Based Learning, Lecture Method, Instructional Effectiveness
Ibrahim, Bashirah; Ding, Lin – International Journal of Science Education, 2023
We investigate students' eye movements when they solve sequential and simultaneous synthesis physics problems. In sequential synthesis problems, multiple events occur chronologically, whereas in simultaneous synthesis problems, multiple events take place concurrently. We captured students' eye fixations on each problem diagram and recorded their…
Descriptors: Physics, Eye Movements, Science Instruction, Visual Aids
Georgios Koronis; Hernan Casakin; Arlindo Silva – Journal of Creative Behavior, 2023
This study delved into the structuring of design briefs and investigated the impact of employing visual analogies compared to text analogies. We aimed to contribute to the growing body of research investigating the role of analogies in design problem-solving. To do this, we conducted a controlled experiment at a university with 135 undergraduate…
Descriptors: Figurative Language, Creativity, Comparative Analysis, Visual Aids
Robert Zheng – International Association for Development of the Information Society, 2024
The current examined the roles of cognitive strategies using Chi's framework in mobile learning. Three conditions (active, constructive, and interactive) were created for a college statistics I course where students were randomly assigned to each condition. The results indicate constructive and interactive support students' problem solving and…
Descriptors: Cognitive Processes, Creative Thinking, Telecommunications, Handheld Devices
Kükey, Ebru; Aslaner, Recep – Journal of Pedagogical Research, 2023
In studies over recent years, there has been an increasing interest in teachers' predicting middle school students' thinking processes. However, as far as we are aware, there are no studies examining students' thinking in terms of mathematical thinking components. This study primarily aimed to determine the mathematical thinking of middle school…
Descriptors: Mathematics Teachers, Preservice Teachers, Prediction, Thinking Skills