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Blanchard, Nathaniel; Donnelly, Patrick J.; Olney, Andrew M.; Samei, Borhan; Ward, Brooke; Sun, Xiaoyi; Kelly, Sean; Nystrand, Martin; D'Mello, Sidney K. – International Educational Data Mining Society, 2016
We investigate automatic detection of teacher questions from automatically segmented human-transcripts of teacher audio recordings collected in live classrooms. Using a dataset of audio recordings from 11 teachers across 37 class sessions, we automatically segment teacher speech into individual teacher utterances and code each as containing a…
Descriptors: Transcripts (Written Records), Nonprint Media, Automation, Classroom Communication
Automatic Classification of Question & Answer Discourse Segments from Teacher's Speech in Classrooms
Blanchard, Nathaniel; D'Mello, Sidney; Olney, Andrew M.; Nystrand, Martin – International Educational Data Mining Society, 2015
Question-answer (Q&A) is fundamental for dialogic instruction, an important pedagogical technique based on the free exchange of ideas and open-ended discussion. Automatically detecting Q&A is key to providing teachers with feedback on appropriate use of dialogic instructional strategies. In line with this, this paper studies the…
Descriptors: Automation, Classification, Questioning Techniques, Speech
Kelly, Sean; Olney, Andrew M.; Donnelly, Patrick; Nystrand, Martin; D'Mello, Sidney K. – Educational Researcher, 2018
Analyzing the quality of classroom talk is central to educational research and improvement efforts. In particular, the presence of authentic teacher questions, where answers are not predetermined by the teacher, helps constitute and serves as a marker of productive classroom discourse. Further, authentic questions can be cultivated to improve…
Descriptors: Middle School Students, Natural Language Processing, Artificial Intelligence, Teaching Methods
Juzwik, Mary M.; Nystrand, Martin; Kelly, Sean; Sherry, Michael B. – American Educational Research Journal, 2008
Five questions guided a case study exploring the relationship between oral narrative and discussion in middle school literature study: (a) Relative to similar classrooms in a large-scale study, how can overall literature instruction be characterized? (b) Relative to similar classrooms in a large-scale study, how well do students achieve in the…
Descriptors: Oral Language, Measures (Individuals), Story Telling, Language Styles
Nystrand, Martin – Research in the Teaching of English, 2006
In the current research climate favoring rigorous experimental studies of instructional scripts using randomly chosen treatment and control groups, education and literacy researchers and policy makers will do well to take stock of their current research base and assess critical issues in this new context. This review of research on classroom…
Descriptors: Outcomes of Education, Educational Objectives, Discussion, Classroom Communication
Nystrand, Martin; Wu, Lawrence L.; Gamoran, Adam; Zeiser, Susie; Long, Daniel – 2001
In research on classroom discourses, case studies have been used to describe the dynamics of effective and ineffective instruction. In other research, quantitative studies have identified global features of such discourse. The research reported here combined the advantages of both methods, investigating how generally effective classroom discourse…
Descriptors: Classroom Communication, Classroom Environment, Classroom Research, Discourse Analysis
Nystrand, Martin; Gamoran, Adam – 1990
This paper examines the nature of student engagement in the instructional activities of eighth- and ninth-grade English classes and draws general conclusions applicable to instruction at all levels. It focuses on the teacher's pivotal role, showing that certain discourse practices elicit substantive (rather than procedural) student engagement,…
Descriptors: Class Activities, Classroom Communication, Classroom Techniques, Discussion (Teaching Technique)
Nystrand, Martin; Gamoran, Adam; Carbonaro, William – 1998
Despite substantial research on children's literacy performance outside school, relatively few studies have examined the classroom context of writing development, and even fewer have considered the relationship between general classroom discourse and writing. This paper presents an ecological framework for studying the relation between classroom…
Descriptors: Classroom Communication, Classroom Research, Comparative Analysis, Discourse Communities
Nystrand, Martin; Gamoran, Adam – 1988
It has been noted that students have an influential role in determining the nature of classroom events in the middle grades and that their teachers adjust their classroom behavior in response to the characteristics of students in the class. This paper analyzes instruction as discourse between teacher and students and the collaborative nature of…
Descriptors: Academic Achievement, Class Organization, Classroom Communication, Discourse Analysis
Applebee, Arthur N.; Langer, Judith A.; Nystrand, Martin; Gamoran, Adam – American Educational Research Journal, 2003
This study examines the relationships between student literacy performance and discussion-based approaches to the development of understanding in 64 middle and high school English classrooms. A series of hierarchical linear models indicated that discussion-based approaches were significantly related to spring performance, controlling for fall…
Descriptors: Academic Achievement, Literacy, Discussion (Teaching Technique), Teaching Methods