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Jonathan Olores Etcuban – International Electronic Journal of Mathematics Education, 2025
ChatGPT was a learning revolution known as an online program for learning Algebra; it changed what we knew about the teaching medium and molded the learning platform into a more engaging way of teaching. This research determines the use of ChatGPT in addressing math anxiety and promoting the confidence of college students enrolled in algebra at a…
Descriptors: Artificial Intelligence, Educational Technology, Technology Uses in Education, Algebra
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Qiaoyi Liu; Harish Moni Prakash; Andrew F. Heckler – Physical Review Physics Education Research, 2025
We conducted two studies to investigate the extent to which brief, spaced, mastery practice on skills relevant to introductory physics affects student performance. The first study investigated the effect of practice of "specific" physics skills, each one relevant to only one or a few items on the course exam. This study employed a…
Descriptors: Algebra, Physics, Science Education, Grades (Scholastic)
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Xiner Liu; Andres Felipe Zambrano; Ryan S. Baker; Amanda Barany; Jaclyn Ocumpaugh; Jiayi Zhang; Maciej Pankiewicz; Nidhi Nasiar; Zhanlan Wei – Journal of Learning Analytics, 2025
This study explores the potential of the large language model GPT-4 as an automated tool for qualitative data analysis by educational researchers, exploring which techniques are most successful for different types of constructs. Specifically, we assess three different prompt engineering strategies -- Zero-shot, Few-shot, and Fewshot with…
Descriptors: Coding, Artificial Intelligence, Automation, Data Analysis
Nina Arshavsky; Julie A. Edmunds; Fatih Unlu; Lily Fesler – Annenberg Institute for School Reform at Brown University, 2025
This mixed methods experimental study examined the impacts of the Early College High School model on students' college readiness in mathematics measured by their success in college preparatory mathematics courses in the 9th through 11th grades, and disaggregated for academically prepared and underprepared students. This study looked at the…
Descriptors: High School Students, College Readiness, Mathematics Achievement, College Preparation