Journal of the Learning Sciences · 2020 · 115 citations · 68 references
EducationTeacher EducationTeachingDiscourse AnalysisInstructional DesignPedagogyClassroom CommunicationClassroom DiscussionDiscourse DevelopmentLesson ReflectionTeacher Professional DevelopmentVideo-based InstructionClassroom Mathematical DiscourseClassroom-based InterventionDiscourse VisualizationMathematics Classroom DiscourseMultiple Representations In MathematicsStudent Learning OutcomesTalk MovesTeacher Professional Development Evaluation
Background Although professional development (PD) programs often use video, extraneous information during video viewing can distract teachers. We developed a discourse visualization tool, the Classroom Discourse Analyzer (CDA), to support teachers' reflections on classroom discourse in video-based PD workshops.Methods We used a randomized controlled trial with an embedded case study to examine the efficacy of a year-long video-based PD program using the CDA.Findings The 24 intervention teachers significantly increased their use of productive talk moves in mathematics classrooms relative to the 22 comparison teachers (Cohen's d = 0.67 to 2.35, p <.05). Moreover, a linear mixed model analysis showed that 882 students of the intervention teachers had significantly higher mathematics achievement scores than the 625 comparison students (Cohen's d = 0.24, p <.05). The case study showed that CDA's multiple representations of classroom discourse and interactive, process-oriented visualizations facilitated the teachers' navigation of classroom video data. Additionally, video and visualizations prompted the teachers to reflect on the data with their peers for evidence-based reasoning and discussion.Contribution This study demonstrates the efficacy of a video-based PD program for increasing classroom discourse and student learning. It also informs the design of visualizations to enrich video-based PD.
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Statistical Power Analysis for the Behavioral Sciences
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Situated Cognition and the Culture of Learning
John Seely Brown, Allan Collins, Paul Duguid · Educational Researcher · 1989 · 13K citations · Full text