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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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The importance of teacher development need not be over stated. This is adducible by the fact that transformations, innovations and diffusions in education make it imperative that teachers have to continually change and adopt. This paper takes stock of the trajectory of teacher professional development in Tanzania by locating related initiatives in the macro-policies and education transformations spanning a period of nearly five decades. It identifies the missing dimensions for robust...
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© 2016 The Author(s). Background: Mental health literacy (MHL) is foundational for mental health promotion, prevention, stigma reduction, and care; School supported information pertaining to MHL in sub-Saharan Africa is extremely limited, including in Tanzania. Successful application of a school MHL curriculum resource may be an effective way to increase teacher MHL and therefore help to improve mental health outcomes for students. Methods: Secondary school teachers in Tanzania were trained...
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