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Is chatgpt a good teacher coach? measuring zero-shot performance for scoring and providing actionable insights on classroom instruction
Coaching, which involves classroom observation and expert feedback, is a widespread and
fundamental part of teacher training. However, the majority of teachers do not have access …
fundamental part of teacher training. However, the majority of teachers do not have access …
Mathdial: A dialogue tutoring dataset with rich pedagogical properties grounded in math reasoning problems
While automatic dialogue tutors hold great potential in making education personalized and
more accessible, research on such systems has been hampered by a lack of sufficiently …
more accessible, research on such systems has been hampered by a lack of sufficiently …
The NCTE transcripts: A dataset of elementary math classroom transcripts
Classroom discourse is a core medium of instruction-analyzing it can provide a window into
teaching and learning as well as driving the development of new tools for improving …
teaching and learning as well as driving the development of new tools for improving …
Measuring conversational uptake: A case study on student-teacher interactions
In conversation, uptake happens when a speaker builds on the contribution of their
interlocutor by, for example, acknowledging, repeating or reformulating what they have said …
interlocutor by, for example, acknowledging, repeating or reformulating what they have said …
Enhancing instructional quality: Leveraging computer-assisted textual analysis to generate in-depth insights from educational artifacts
This paper explores the transformative potential of computer-assisted textual analysis in
enhancing instructional quality through in-depth insights from educational artifacts. We …
enhancing instructional quality through in-depth insights from educational artifacts. We …
Bridging the novice-expert gap via models of decision-making: A case study on remediating math mistakes
Scaling high-quality tutoring remains a major challenge in education. Due to growing
demand, many platforms employ novice tutors who, unlike experienced educators, struggle …
demand, many platforms employ novice tutors who, unlike experienced educators, struggle …
“Beautiful work, you're rock stars!”: Teacher analytics to uncover discourse that supports or undermines student motivation, identity, and belonging in classrooms
From carefully crafted messages to flippant remarks, warm expressions to unfriendly grunts,
teachers' behaviors set the tone, expectations, and attitudes of the classroom. Thus, it is …
teachers' behaviors set the tone, expectations, and attitudes of the classroom. Thus, it is …
Teacher effectiveness and classroom composition: Understanding match effects in the classroom
This paper provides evidence of match effects in the teacher labour market by considering
how teacher effectiveness varies by classroom composition. We combine random …
how teacher effectiveness varies by classroom composition. We combine random …
Engagement, achievement, and teacher classroom practices in mathematics: Insights from TIMSS 2011 and PISA 2012
Y Zhang, S Russell, S Kelly - Studies in Educational Evaluation, 2022 - Elsevier
This article examines a multidimensional conceptualization of engagement and how it is
related to achievement outcomes and teacher classroom practices in mathematics …
related to achievement outcomes and teacher classroom practices in mathematics …
Automatic classification of activities in classroom videos
Classroom videos are a common source of data for educational researchers studying
classroom interactions as well as a resource for teacher education and professional …
classroom interactions as well as a resource for teacher education and professional …