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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
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Habiddin, Habiddin; Page, Elizabeth Mary – International Journal of Science and Mathematics Education, 2021
The published study of Nurrenbern and Pickering in 1987 raises awareness among chemistry educators that students' success in answering numerical questions does not necessarily reflect their degree of understanding of the related chemical concepts. Efforts have been made to provide more opportunities for students to improve their ability in…
Descriptors: Problem Solving, Mathematics Skills, Chemistry, Kinetics
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Daniele Maccio`; Massimo Ottonelli; Marina Alloisio – Journal of Chemical Education, 2023
Redox reactions and their balancing are one of the basic chemistry subjects in which students may experience remarkable learning difficulties at the beginning of their university career. This topic represents an evolution of stoichiometry concepts related to the balancing of chemical reactions and can be taught with different approaches as a…
Descriptors: Thermodynamics, Scientific Concepts, Problem Solving, Chemistry
Obaya-Valdivia, Adolfo Eduardo; Osorio, Carlos Montaño; Rodríguez, Yolanda Marina Vargas – Online Submission, 2022
This paper seeks to evaluate learning based on the competency approach, taking a didactic experience to evaluate a possible improvement in the ability to solve problems and for autonomous learning in general. For the didactic development, the theme "gases" was taken, which is generally enunciated: Corpuscular kinetic theory of matter;…
Descriptors: Competency Based Education, Chemistry, Physics, Science Instruction
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Rodic, Dušica; Horvat, Saša; Roncevic, Tamara; Babic-Kekez, Snežana – International Baltic Symposium on Science and Technology Education, 2021
Examining students' inclinations to use algorithms and rules to solve a task was a fruitful area of research in chemical education in the last four decades. This research aimed to examine whether students read the task request carefully, considering its meaningfulness, or they approach it mechanically, applying a set of algorithms by default. The…
Descriptors: Mathematics, Problem Solving, Chemistry, Science Education
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Isabella Guerrero; Charles A. Smith – International Society for Technology, Education, and Science, 2023
In case-based learning, students develop and apply course knowledge to solve tangible and "real life" problems. This practice can enhance student motivation and engagement in the analytical laboratory. In this application of case-based learning students analyze commercially available oils for CBD content. In the state of Texas anyone can…
Descriptors: Case Method (Teaching Technique), College Science, Science Laboratories, Laboratory Procedures
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Wanda M. Valsecchi; Jose M. Delfino; Javier Santos; Santiago E. Faraj – Chemistry Education Research and Practice, 2024
When teaching STEM courses, it is important to introduce state-of-the-art techniques. Students need to learn how to conduct experiments, analyse data and choose the most effective approaches to address meaningful situations. Here we present the assessment of the implementation of a structured inquiry-based activity aimed at teaching students about…
Descriptors: Problem Based Learning, Learning Activities, Inquiry, Skill Development
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Salame, Issa I.; Etwaroo, Nicole; Khalil, Ali; Kolozian, Tiffani – International Journal of Instruction, 2022
Redox titration problems are considered difficult for students to learn due to their abstract nature, the myriad amount of representations, and the mathematical competency required to learn and solve. The goal of this research project is to examine challenges students face in learning about redox titration-related problems, approaches they use in…
Descriptors: Mathematics Skills, Problem Solving, Urban Schools, Minority Group Students
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Elford, Daniel; Lancaster, Simon J.; Jones, Garth A. – Journal of Chemical Education, 2021
An educational escape activity was developed, embedding elements of both augmented and immersive virtual reality technologies, in an active learning environment. The mental visualization of abstract concepts can be difficult for students, inhibiting their ability to reason cogently regarding important topics of stereochemistry. Consequently, an…
Descriptors: Chemistry, Learning Activities, Problem Solving, Computer Simulation
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Ted M. Clark; Ellie Anderson; Nicole M. Dickson-Karn; Comelia Soltanirad; Nicolas Tafini – Journal of Chemical Education, 2023
Student performance on open-response calculations involving acid and base solutions before and after instruction in general chemistry and analytical chemistry courses was compared with the output from the artificial intelligence chatbot ChatGPT. Applying a theoretical model of expertise for problem solving that includes problem conceptualization,…
Descriptors: Academic Achievement, College Students, College Science, Chemistry
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José Nunes da Silva Júnior; José Mariano de Sousa Oliveira; Jean-Yves Winum; Antonio José Melo Leite Junior; Francisco Serra Oliveira Alexandre; David Macedo do Nascimento; Ulisses Silva de Sousa; Antônia Torres Ávila Pimenta; André Jalles Monteiro – Journal of Chemical Education, 2024
The educational game Interactions 500 was extensively used remotely during the COVID-19 Pandemic as an activity at the Federal University of Ceará (Brazil) to help students review intermolecular forces. In the postpandemic years, the game was also used face-to-face in the classroom. However, Apple Store and Google Play Store removed it from their…
Descriptors: Chemistry, Science Activities, Educational Games, COVID-19
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Scholes, Colin A.; Hu, Guoping – Chemical Engineering Education, 2021
A practical for students to experience a process plant is presented, based on operating a solvent absorption plant for carbon dioxide capture. The student must operate the plant in assigned roles that closely identify with a chemical plant environment, to achieve specific performance targets. Students must overcome technical challenges that…
Descriptors: Chemical Engineering, Engineering Education, Facilities, Chemistry
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Álvarez, Vanessa; Torres, Tarcilo; Gangoso, Zulma; Sanjosé, Vicente – Journal of Baltic Science Education, 2020
In physics and chemistry, the development of problem-solving skills is necessary to become an expert. A simple cognitive model to analyse such development is proposed and tested. An exploratory research was conducted with expert professors and students in initial and advanced years. A think aloud procedure was used to obtain relevant data while…
Descriptors: Physics, Chemistry, Science Instruction, Problem Solving
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Horvat, Saša A.; Roncevic, Tamara N.; Arsenovic, Dragana Z.; Rodic, Dušica D.; Segedinac, Mirjana D. – Journal of Baltic Science Education, 2020
The main problem in students' lower achievement lies in the cognitive complexity of the problem. The aim of this research was to create and validate the procedure for the assessment of the cognitive complexity of chemical technology problem tasks. The procedure included the creation of Tables for assessing the difficulty of concepts in chemical…
Descriptors: Science Education, Science Achievement, Difficulty Level, Cognitive Processes
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Hunter, Kevin H.; Rodriguez, Jon-Marc G.; Becker, Nicole M. – Chemistry Education Research and Practice, 2021
Beyond students' ability to manipulate variables and solve problems, chemistry instructors are also interested in students developing a deeper conceptual understanding of chemistry, that is, engaging in the process of sensemaking. The concept of sensemaking transcends problem-solving and focuses on students recognizing a gap in knowledge and…
Descriptors: Chemistry, Science Process Skills, Problem Solving, Comprehension
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