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Ravishankar Chatta Subramaniam; Jason W. Morphew; Carina M. Rebello; N. Sanjay Rebello – Physical Review Physics Education Research, 2025
Investigating students' thinking in classroom tasks, particularly in science and engineering, is essential for improving educational practices and advancing student learning. In this context, the notion of "Ways of Thinking" (WoT) has gained traction in STEM education, offering a framework to explore how students approach and solve…
Descriptors: STEM Education, Engineering, Physics, Design
Shu-Jie Chen; Xiaofen Shan; Ze-Min Liu; Chuang-Qi Chen – Educational Technology & Society, 2025
The introduction of programming education in K-12 schools to promote computational thinking has attracted a great deal of attention from scholars and educators. Debugging code is a central skill for students, but is also a considerable challenge when learning to program. Learners at the K-12 level often lack confidence in programming debugging due…
Descriptors: Programming, Coding, Elementary School Students, Secondary School Students
Irene Govender; Reginald G. Govender; Desmond Wesley Govender – Educational Process: International Journal, 2025
Background/purpose: This research explores the use of robotics to facilitate the learning of computer programming among non-specialist pre-service teachers with no prior programming experience. With the increasing demand for 21st-century teaching competencies, it is essential to equip future educators with computational thinking (CT) skills, even…
Descriptors: Robotics, Coding, Preservice Teachers, Computer Science Education
Johanna S. Carroll; Hedieh Najafi; Martina Steiner – Biochemistry and Molecular Biology Education, 2025
Virtual Labs (vLabs) have been gaining popularity in high school and undergraduate education, but there are few studies looking at their use in graduate-level courses. In this study, we investigated the use of six Labster vLabs assigned as homework in a graduate-level in-person Genomic Methodologies course at the University of Toronto. This course…
Descriptors: Computer Simulation, Science Laboratories, Graduate Students, Genetics
Hanzhu Yang; Linlin Hu; Hao Wang; Yunfei Xin – Journal of Computer Assisted Learning, 2025
Background: Computational thinking (CT) is a cognitive approach intricately linked with core competencies in Science, Technology, Engineering, and Mathematics (STEM). Numerous studies have explored strategies to effectively integrate CT into STEM education and systematically evaluated the multidimensional impact on student learning outcomes.…
Descriptors: Integrated Activities, Computation, Thinking Skills, STEM Education
Joseph Colantonio; Ilona Bass; Yee Lee Shing; Sobanawartiny Wijeakumar; Courtney McKay; Eva Rafetseder; Allyson P. Mackey; Elizabeth Bonawitz – Developmental Science, 2025
Although exploratory play is considered a hallmark of cognitive development and learning, relatively few studies have been able to quantitatively characterize the shifts that may occur in children's approach to exploration. One reason for this gap is due to challenges coding and analyzing children's exploratory play behavior. In our paper, we…
Descriptors: Computation, Cognitive Development, Children, Discovery Learning
Jessica Swenson; Aaron W. Johnson; Karen Miel; Melissa Caserto; Max Magee; J. Boomer Perry; Chloe Kimberlin; Krista Beranger; John Toftegaard – Journal of Engineering Education, 2025
Background: In professional contexts, engineers use engineering judgment to create mathematical models. Despite the importance of judgment in professional practice, the development and enactment of engineering judgment by engineering students are understudied. To better prepare students for engineering careers, there is a need to recognize and…
Descriptors: Taxonomy, Engineering Education, Undergraduate Students, Evaluative Thinking
Jillian Dawes; Daniel F. McCleary; Cutler Ruby; Dallin Marr; Lauren E. Biggs – Contemporary School Psychology, 2025
Mathematics intervention research has established several effective interventions for building accuracy and fluency of math fact computation, as well as components that may improve student learning rates. While several evidence-based interventions promoting math fact accuracy and fluency exist, further work is needed to determine additional…
Descriptors: Mathematics Education, Intervention, Computation, Thinking Skills
Anthony A. Essien; Sameera Hansa; Kate Sehowa; Shemunyenge T. Hamukwaya – South African Journal of Childhood Education, 2025
Background: In response to persistent challenges in early grade mathematics achievement in South Africa, two intervention projects -- Base-Ten Thinking (BTT) and the Mental Starters Assessment Project (MSAP) -- were implemented to enhance number sense through mental mathematics in Grades 2 and 3. These projects integrate Freudenthal's theory of…
Descriptors: Fidelity, Program Implementation, Intervention, Program Effectiveness
Huiling Ding – College Composition and Communication, 2025
In response to disruptions introduced to the job market by AI résumé screeners, this article introduces a novel theoretical framework for the life cycle of artificial intelligence systems to help unblackbox résumé screening AI systems. It then applies the AI life cycle framework to a digital case study of RChilli's job-résumé matching algorithm.…
Descriptors: Artificial Intelligence, Resumes (Personal), Algorithms, Computation
Russo, James; MacDonald, Amy; Russo, Toby – International Journal of Science and Mathematics Education, 2022
Estimation supports the development of higher level mathematical thinking and reasoning; however, has received relatively little research attention. We examined whether making predictions influences the accuracy of numerosity estimates in elementary-aged children, and whether the amount of information available to the estimator determines the…
Descriptors: Elementary School Students, Grade 2, Grade 6, Prediction
Schauer, Jacob M.; Lee, Jihyun; Diaz, Karina; Pigott, Therese D. – Research Synthesis Methods, 2022
Missing covariates is a common issue when fitting meta-regression models. Standard practice for handling missing covariates tends to involve one of two approaches. In a complete-case analysis, effect sizes for which relevant covariates are missing are omitted from model estimation. Alternatively, researchers have employed the so-called…
Descriptors: Statistical Bias, Meta Analysis, Regression (Statistics), Research Problems
Ezeamuzie, Ndudi O.; Leung, Jessica S. C. – Journal of Educational Computing Research, 2022
This article provides an overview of the diverse ways in which computational thinking has been operationalised in the literature. Computational thinking has attracted much interest and debatably ranks in importance with the time-honoured literacy skills of reading, writing, and arithmetic. However, learning interventions in this subject have…
Descriptors: Computation, Thinking Skills, Literature Reviews, Definitions
Lee, Scott A. – Physics Teacher, 2022
Most physics courses begin with one-dimensional kinematics, which is usually restricted to the case of constant acceleration. Here we report a unique exercise for an introductory algebra-based physics course involving the running and non-constant acceleration of the theropod dinosaur "Dilophosaurus wetherilli" and the world-famous…
Descriptors: Science Instruction, Physics, Algebra, Physical Activities
Yuen, Pong Kau; Lau, Cheng Man Diana – Biochemistry and Molecular Biology Education, 2022
Oxidation number (ON) is taught as an electron-counting concept for redox reactions in chemistry curriculum. The molecular formula method, the Lewis formula method, and the structural formula method have all been used to determine ON. However, the task of assigning ON still poses problems for some teachers and students. This paper explores a new…
Descriptors: Organic Chemistry, Biochemistry, Scientific Concepts, Metabolism

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