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Melissa D'Ascenzio; Alan Black; Bethan Forrest; John Pokora – Journal of Chemical Education, 2025
The chromatographic separation of plant pigments is one of the most popular and visually appealing experiments encountered by young scientists when they are introduced to the principles of analytical chemistry. As such, it has found widespread application in schools, public engagement activities, and undergraduate laboratories. However, most of…
Descriptors: Science Education, Chemistry, Plants (Botany), Spectroscopy
Armélinda Agnello; Jean-François Focant – Journal of Chemical Education, 2025
Student engagement in evidence-based argumentation plays a central role in science education. These skills can be developed when identifying organic molecules from the spectroscopic data. Molecular structural analysis fosters deep procedural knowledge, as it involves (i) flexibly applying a set of procedures to extract information from spectra,…
Descriptors: Persuasive Discourse, Science Education, Chemistry, Spectroscopy
Luca Szalay; Zoltán Tóth; Réka Borbás; István Füzesi – Journal of Turkish Science Education, 2025
The main objective of this four-year empirical research project has been to develop the experimental design skills of 12-16 year-old Hungarian pupils in Grades 7-10 of junior high school through guided inquiry, using six chemistry experiment worksheets each school year. Group 1 (control group) and Group 2 follow step-by-step instructions, but…
Descriptors: Chemistry, Problem Solving, Junior High School Students, Intervention
Conrad Borchers; Hendrik Fleischer; David J. Yaron; Bruce M. McLaren; Katharina Scheiter; Vincent Aleven; Sascha Schanze – Journal of Science Education and Technology, 2025
Intelligent tutoring system (ITS) provides learners with step-by-step problem-solving support through scaffolding. Most ITSs have been developed in the USA and incorporate American instructional strategies. How do non-American students perceive and use ITS with different native problem-solving strategies? The present study compares Stoich Tutor,…
Descriptors: Problem Solving, Intelligent Tutoring Systems, Learning Strategies, Protocol Analysis
Mikeas Silva de Lima; Lilian Pozzer; Salete Linhares Queiroz – Journal of Research in Science Teaching, 2025
In the context of scholarly and scientific discourse, students often have to deal with graphic-visual modes of communication, which requires their ability to comprehend and utilize inscriptions, that is, scientific visual representations, to convey information effectively--what we call graphical literacy. Despite its pivotal role for training…
Descriptors: Graphs, Knowledge Level, Chemistry, Science Instruction
Agboro-Eravwoke Ochuko Urhievwejire; Edah Ngozi Blessing; Iyayi Innocent Ehighae – Journal of Education and Learning (EduLearn), 2025
The study was conducted to ascertain if learning styles and corresponding teaching methods are factors that influence effective learning. The study employed a non-equivalent planned variation quasi-experimental design. The study's sample comprised 362 chemistry students from six senior high schools in Delta State. The students were selected using…
Descriptors: Cognitive Style, Teaching Methods, Learning, Chemistry
Simone Dunphy; Zachary Weisse – Journal of Chemical Education, 2025
Dimensional analysis is an algorithm currently in use in almost every chemistry classroom in the United States. Chemistry educators use this procedural tool in the classroom with the intention of providing students with a reliable method to solve many of the relatively simple math problems they encounter. The unintended consequence of using this…
Descriptors: Science Education, Chemistry, Introductory Courses, Scientific Concepts
Conrad Borchers; Jiayi Zhang; Hendrik Fleischer; Sascha Schanze; Vincent Aleven; Ryan S. Baker – Journal of Educational Data Mining, 2025
Think-aloud protocols are a standard method to study self-regulated learning (SRL) during learning by problem-solving. Advances in automated transcription and large language models (LLMs) have automated the transcription and labeling of SRL in these protocols, reducing manual effort. However, while effective in many emerging applications, previous…
Descriptors: Artificial Intelligence, Protocol Analysis, Learning Strategies, Classification
Suna-Seyma Uçar; Inigo Lopez-Gazpio; Josu Lopez-Gazpio – Education and Information Technologies, 2025
Recent advancements in large language models (LLMs) have shown potential in enhancing educational practices, particularly in technology-assisted learning environments. This study critically evaluates the reasoning capabilities of LLMs, such as ChatGPT, within the context of chemistry education. We designed targeted adversarial prompts that…
Descriptors: Abstract Reasoning, Thinking Skills, Artificial Intelligence, Technology Uses in Education
Lauren Baade; Effie Kartsonaki; Hassan Khosravi; Gwendolyn A. Lawrie – Chemistry Education Research and Practice, 2025
Effective learning in chemistry education requires students to understand visual representations across multiple conceptual levels. Essential to this process are visuospatial skills which enable students to interpret and manipulate these representations effectively. These abilities allow students to construct mental models that support problem…
Descriptors: Visualization, Thinking Skills, Spatial Ability, Problem Solving
Kimberly Vo; Mahbub Sarkar; Paul J. White; Elizabeth Yuriev – Chemistry Education Research and Practice, 2025
Solving chemical problems entails content knowledge and mastery of problem-solving processes. However, students sometimes lack metacognitive processes required for problem solving in chemistry. This study investigated how first-year chemistry students engaged with the metacognitive problem-solving scaffold Goldilocks Help. Data was collected from…
Descriptors: Metacognition, Problem Solving, Student Attitudes, Learner Engagement
Ariyaporn Haripottawekul; Li-Qiong Wang – Athens Journal of Education, 2025
Over the past decade, education literature has extensively discussed collaborative, student-led, and interdisciplinary methodologies. Despite numerous studies on these aspects of education, concrete examples integrating all three elements are scarce. Chemistry and Art, a course developed at Brown University, addresses this gap by integrating all…
Descriptors: Undergraduate Students, Student Research, Instructional Materials, Chemistry
Aloys Iyamuremye; Jeannette Musengimana; Ezechiel Nsabayezu; Benoit Rugabirwa; Veneranda Kayirangwa; Francois Niyongabo Niyonzima – Discover Education, 2025
Unemployment among science graduates in Rwanda remains a pressing challenge due to limited industrial opportunities and insufficient market demand for scientific skills. This study assesses chemistry teachers' entrepreneurial competencies for developing small chemical-based businesses. This study adopted an explanatory sequential design, combining…
Descriptors: Science Teachers, Chemistry, Entrepreneurship, Secondary School Teachers
A^ngelo F. Pitanga; Deley A. N. da Silva; Douglas D. de Menezes; Franciele da S. Mota – Journal of Chemical Education, 2025
This Article aims to share the results of a project that was developed with 80 students from Technical High School of Professional and Technological Education (PTE) at an institute located in the northeast of Brazil. The students discussed the global overview of fuel production and use, and how the introduction of green hydrogen into the market…
Descriptors: Career and Technical Education Schools, High Schools, High School Students, Student Attitudes

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