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We investigate automatic analysis of teachers' instructional strategies from audio recordings collected in live classrooms. We collected a data set of teacher audio and human-coded instructional activities (e.g., lecture, question and answer, group work) in 76 middle school literature, language arts, and civics classes from eleven teachers across six schools. We automatically segment teacher audio to analyze speech vs. rest patterns, generate automatic transcripts of the teachers' speech to...
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This dissertation explores how continuous teacher learning circles (TLCs) support the implementation of a learner-centered pedagogy in grades 5-10 at a school in a long-term refugee community located in the Democratic Republic of the Congo (DRC). Learner-centered pedagogy has gained notice as a means to improve educational outcomes in sub-Saharan Africa (Vavrus & Bartlett, 2012). Learner-centered pedagogy may be defined as education rooted in the interests of students, their prior knowledge,...
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