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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
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
Bowser, John; Larson, James D.; Bellmore, Amy; Olson, Chelsea; Resnik, Felice – Journal of School Nursing, 2018
Given their significance to school violence, this study quantifies the association between bullying victimization and perceptions of safety separately for victimization where the type is not specified versus victimization that is physical in nature. Generalized liner mixed modeling was employed with 5,138 sixth- to eighth-grade students in 24…
Descriptors: Bullying, Middle School Students, School Safety, Correlation
Hedberg, E. C.; Hedges, Larry V. – Grantee Submission, 2014
Randomized experiments are often considered the strongest designs to study the impact of educational interventions. Perhaps the most prevalent class of designs used in large scale education experiments is the cluster randomized design in which entire schools are assigned to treatments. In cluster randomized trials (CRTs) that assign schools to…
Descriptors: Academic Achievement, Correlation, School Districts, Institutional Characteristics
Hedges, Larry V.; Hedberg, E. C. – Evaluation Review, 2013
Background: Cluster-randomized experiments that assign intact groups such as schools or school districts to treatment conditions are increasingly common in educational research. Such experiments are inherently multilevel designs whose sensitivity (statistical power and precision of estimates) depends on the variance decomposition across levels.…
Descriptors: Correlation, Multivariate Analysis, Educational Experiments, Statistical Analysis
Ormseth, Bethany – ProQuest LLC, 2010
The purpose of this study was to determine the relationship between 8th grade student data and the level of student success at the end of the ninth grade year. The theoretical framework for this study was based on the Meleis (1986) Transition Theory and it was a mixed methodology research study that employed both qualitative and quantitative…
Descriptors: Grounded Theory, High Schools, Grade 9, Grade 8