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Kirk P. Vanacore; Ashish Gurung; Andrew A. McReynolds; Allison Liu; Stacy T. Shaw; Neil T. Heffernan – Grantee Submission, 2023
As evidence grows supporting the importance of non-cognitive factors in learning, computer-assisted learning platforms increasingly incorporate non-academic interventions to influence student learning and learning related-behaviors. Non-cognitive interventions often attempt to influence students' mindset, motivation, or metacognitive reflection to…
Descriptors: Intervention, Program Effectiveness, Student Behavior, Computer Assisted Instruction
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Ethan Prihar; Morgan Lee; Mia Hopman; Adam Tauman Kalai; Sofia Vempala; Allison Wang; Gabriel Wickline; Aly Murray; Neil Heffernan – Grantee Submission, 2023
Large language models have recently been able to perform well in a wide variety of circumstances. In this work, we explore the possibility of large language models, specifically GPT-3, to write explanations for middle-school mathematics problems, with the goal of eventually using this process to rapidly generate explanations for the mathematics…
Descriptors: Mathematics Instruction, Teaching Methods, Artificial Intelligence, Middle School Students
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Aydin-Güç, Funda; Türker, Ahmet Anil – International Journal of Curriculum and Instruction, 2021
The study aimed to determine the noticing skills of mathematics teachers to their students' misconceptions in written responses. The study adopted case study design, one of the qualitative research methods. The participants of the study comprised 20 volunteer middle school mathematics teachers from 9 different cities and 16 different schools that…
Descriptors: Foreign Countries, Mathematics Teachers, Middle School Teachers, Observation
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Demirci, Sedef Çelik; Kaya, Tugba Baran – International Journal of Research in Education and Science, 2023
This research was conducted to determine the perceptions of pre-service teachers and middle school students towards mathematics teachers. For this purpose, the perceptions of both the pre-service teachers and students regarding six mathematics teachers were discussed comparatively. The research method is case study. The data of this study were…
Descriptors: Student Attitudes, Middle School Students, Cooperating Teachers, Preservice Teachers
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Tarah Michelle Donoghue; Victoria Hand; Brenda A. Aguirre Ortega; Victor Baldemar Leos – North American Chapter of the International Group for the Psychology of Mathematics Education, 2023
This brief research report examines the discursive shifts of a secondary mathematics teacher participating in a collaborative learning community centered on culturally responsive mathematics teaching. We draw on two frameworks to analyze the teacher's discursive moves. The first framework comes from Lefstein et al. (2020) on generative discourse…
Descriptors: Middle School Teachers, Middle School Mathematics, Mathematics Instruction, Mathematics Teachers
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Joshua M. Ruk; Laura R. Van Zoest – North American Chapter of the International Group for the Psychology of Mathematics Education, 2023
Past research has identified factors that help maintain the cognitive demand of tasks, including "drawing conceptual connections." We investigated whether teachers who were engaging in the teaching practice of "building"--and thus focusing the class on collaboratively making sense of their peers' high-leverage mathematical…
Descriptors: Mathematics Instruction, Thinking Skills, Teaching Methods, Mathematical Concepts
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Jerasa, Sarah E.; Ely, Lauren; Hutchison, Laveria – AERA Online Paper Repository, 2023
Teachers hold significant power to determine which books or printed materials students might access, choose, or reject. It is important to consider how teachers' objectives, understandings, or perspectives serve as literacy sponsorship and implicitly privilege or suppress which texts, genres, or authors students access. This case study examines…
Descriptors: Literacy, Reading Material Selection, Teacher Role, Libraries
Sanei, Hamid; Lee, Hollylynne – Grantee Submission, 2021
This paper investigates two specific probabilistic biases which middle graders usually exhibit when reasoning about probability and randomness on assessment items. We discuss how students' reasoning about key probability concepts undergirds statistics literacy related to randomness, independence, and the likelihood of future events based on past…
Descriptors: Mathematical Concepts, Probability, Middle School Mathematics, Middle School Students
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Ayyildiz, Hayrunnisa; Aktas, Meral Cansiz – Education Quarterly Reviews, 2022
This study aims to examine the 5th- and 6th-grade mathematics textbooks approved by the Turkish Ministry of National Education for the 2021-2022 academic year in terms of the opportunities to learn provided in the sublearning domain of "Area Measurement." A document analysis was performed as a part of this study. Consistent with the aim…
Descriptors: Foreign Countries, Middle School Mathematics, Textbooks, Geometric Concepts
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Karumbaiah, Shamya; Zhang, Jiayi; Baker, Ryan S.; Scruggs, Richard; Cade, Whitney; Clements, Margaret; Lin, Shuqiong – International Educational Data Mining Society, 2022
Considerable amount of research in educational data mining has focused on developing efficient algorithms for Knowledge Tracing (KT). However, in practice, many real-world learning systems used at scale struggle to implement KT capabilities, especially if they weren't originally designed for it. One key challenge is to accurately label existing…
Descriptors: Artificial Intelligence, Middle School Students, Models, Concept Mapping
Ciara Loughland; Janette Bobis; Jennifer Way – Mathematics Education Research Group of Australasia, 2024
Cognitive activation is an approach to instruction associated with increased mathematical achievement and engagement. However, researchers have questioned its effectiveness for students with different learner characteristics. A Year 6 class participated in a lesson designed using cognitive activation practices. Interviews with ten case study…
Descriptors: Elementary School Students, Cognitive Processes, Active Learning, Student Characteristics
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Aysegül Nihan Erol Sahin; Zeynep Hamzacebi; Bahtiyar Güler; Batuhan Ayyildiz – Online Submission, 2023
One of the most significant objectives of the learning and teaching processes is to achieve meaningful learning for the individual; in line with this objective, educators are searching for various methods to accomplish meaningful learning and make it enduring. Following the present age, the sought-after and essential qualified human profile should…
Descriptors: Thinking Skills, Active Learning, Educational History, Grade 8
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Hamilton L. Hardison – North American Chapter of the International Group for the Psychology of Mathematics Education, 2023
Angularity is a persistent quantity throughout K-12+ school mathematics, and many studies have shown that individuals often conflate angularity with linear attributes (e.g., the length of an angle model's sides). However, few studies have examined the productive ways in which students might reason about angularity while attending to linear…
Descriptors: Mathematics Skills, Thinking Skills, Geometry, Spatial Ability
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Nuñez-Gutiérrez, Karina; Cabañas-Sánchez, Guadalupe – North American Chapter of the International Group for the Psychology of Mathematics Education, 2020
This study reports an analysis of inductive reasoning of Mexican middle school mathematics teachers, when solving tasks of generalization of a quadratic sequence in the context of figural patterns. Data was collected from individual interviews and written answers to generalization tasks. Based on Cañadas and Castro's inductive reasoning model, we…
Descriptors: Mathematical Logic, Mathematics Teachers, Middle School Teachers, Mathematics Instruction
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Elif Ece Er; Muhammet Demirbilek – International Society for Technology, Education, and Science, 2023
In today's technology, there are rapid advances in the field of artificial intelligence. With the increasing involvement of artificial intelligence in daily activities, great changes are taking place in our habits. At this point, the necessity of educating students in accordance with the age of artificial intelligence emerges. Students'…
Descriptors: Middle School Students, Artificial Intelligence, Ethics, Student Attitudes
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