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An Open Vocabulary Approach for Estimating Teacher Use of Authentic Questions in Classroom Discourse
Cook, Connor; Olney, Andrew M.; Kelly, Sean; D'Mello, Sidney K. – International Educational Data Mining Society, 2018
Automatic assessment of the quality of classroom discourse can have a transformative effect on research and practice on improving teaching effectiveness. We improve on a previous automated method to measure teacher authentic questions -- open-ended questions without pre-scripted responses that predict student achievement growth -- using classroom…
Descriptors: Vocabulary, Academic Discourse, Teacher Effectiveness, Partnerships in Education
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
Sarvela, Paul D.; McClendon, E. J. – 1985
It is important to examine the correlates of drug use and abuse among early adolescents to identify common patterns and factors of the beginning stages of drug abuse. The relationships between personal substance use, health beliefs, peer use, stated intention to use drugs in the future, sex, and religion were examined using data collected from 265…
Descriptors: Adolescents, Alcoholic Beverages, Drinking, Drug Abuse
Hipp, Kristine A. – 1996
This paper presents findings of a study that explored the relationships among principals' leadership behaviors and teacher efficacy in Wisconsin middle schools involved in building-level change efforts. An adaptation of Bandura's social cognitive learning theory of self-efficacy (A. Woolfolk and W. Hoy 1993) provided the theoretical framework.…
Descriptors: Incentives, Intermediate Grades, Junior High Schools, Leadership
Cramer, Susan R.; Koskela, Ruth A. – 1992
Findings are reported from a statewide survey of middle and junior high schools in Wisconsin. The study had two major purposes: (1) to determine the extent to which the clinical supervision cycle was a component of staff development programs; and (2) to identify characteristics of existing clinical supervision practices within staff development…
Descriptors: Clinical Supervision (of Teachers), Educational Principles, Inservice Teacher Education, Intermediate Grades
Jacobs, Victoria R.; Lajoie, Susanne P. – 1994
Ten high-ability middle school students participated in a 13 week enrichment program on inferential statistics. Consistent with the NCTM Standards, classes emphasized problem solving in real world contexts and the communication of mathematical ideas. Students struggled with written assignments, yet worked effectively in pairs, small groups, and…
Descriptors: Alternative Assessment, Discussion (Teaching Technique), Intermediate Grades, Junior High School Students