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An Open Vocabulary Approach for Estimating Teacher Use of Authentic Questions in Classroom Discourse
Peer reviewed
Download full textCook, 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
Direct linkPeters, Scott J.; Rambo-Hernandez, Karen; Makel, Matthew C.; Matthews, Michael S.; Plucker, Jonathan A. – Gifted Child Quarterly, 2017
Few topics have garnered more attention in preservice teacher training and educational reform than student diversity and its influence on learning. However, the actual degree of cognitive diversity has yet to be considered regarding instructional implications for advanced learners. We used four data sets (three state-level and one national) from…
Descriptors: Elementary School Students, Middle School Students, Academic Achievement, Language Arts
Tuma, Andrea Prado; Doan, Sy; Lawrence, Rebecca Ann; Henry, Daniella; Kaufman, Julia H.; Setodji, Claude Messan; Grant, David; Young, Christopher J. – RAND Corporation, 2020
This technical report provides information about the sample, survey instrument, and resultant data for the American Instructional Resources Surveys (AIRS) that were administered to principals and teachers in spring 2019 via RAND's American Educator Panels. The AIRS focused on instructional resources used and supported in English language arts,…
Descriptors: Educational Resources, Language Arts, Mathematics Instruction, Science Instruction
