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1. Preservice Teachers’ Professional Noticing When Viewing Standard and 360 Video

   https://doi.org/10.1177/0022487120939544  

   Kosko, Karl W.; Ferdig, Richard E.; Zolfaghari, Maryam (May 2021, Journal of Teacher Education)

   Use of video as a representation of practice in teacher education is commonplace. The current study explored the use of a new format (360 video) in the context of preservice teachers’ professional noticing. Findings suggest that preservice teachers viewing 360 videos attended to more student actions than their peers viewing standard video. In addition, using a virtual reality headset to view the 360 videos led to different patterns in where preservice teachers looked in the recorded classroom, and to increased specificity of mathematics content from the scenario. Thus, findings and results support the use of 360 video in teacher education to facilitate teacher noticing. However, future research is needed to further explore this novel technology. 

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2. Designing approximations of practice: The case of teacher noticing

   Bailey, Nina G; McCulloch, Allison W; Dick, Lara K; Lovett, Jennifer N; Yalman_Özen, D; Cayton, C (August 2024, Journal of Educational Research in Mathematics)

   As a core practice, teacher noticing of students' mathematical thinking is foundational to other teaching practices. Yet, this practice is difficult for preservice teachers (PSTs), particularly the component of interpreting students' thinking (e.g., Teuscher et al., 2017). We report on a study of our design of a specific approximation of teacher noticing task with the overarching goal of conceptualizing how to design approximations of practice that support PSTs' learning to notice student thinking in technology-mediated environments with a specific focus on interpreting students' mathematical thinking. Drawing on Grossman et al.'s (2009) Framework for Teaching Practice (i.e., pedagogies of practice), we provided decomposed opportunities for PSTs to engage with the practice of teacher noticing. We analyzed how our design choices led to different evidence of the PSTs' interpretations through professional development design study methods. Findings indicate that the PSTs frequently interpret what students understood. Yet, they were more challenged by interpreting what students did not yet understand. Furthermore, we found that providing lesson goals and asking the PSTs to respond to a prompt of deciding how to respond had the potential to elicit PSTs' interpretations of what the students did not yet understand. The study highlights the interplay between task design, prompt wording, and PSTs' interpretations, which emphasizes the complexity of developing teacher noticing 

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3. Teacher noticing with 360 video

   Heisler, J.; Kosko, K. W. (January 2021, School science and mathematics)

   Herron, J. (Ed.)

   Teacher noticing is a crucial facet of math and science teacher education, with one goal being to shift preservice teachers’ (PSTs) noticing from teacher-centered to student-centered. In this study, we used 360 videos to examine PSTs’ choices of where to look in a classroom. We discuss differences in attending behavior of those PSTs who focused on the specific themes of teachers’ scaffolding and student engagement. 

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4. The self as noticer: Supporting preservice teachers’ developing awareness.

   Rubin, E. B.; van Es, E. A. (January 2022, Proceedings of the 44th annual meeting of the North American Chapter of the International Group for the Psychology of Mathematics Education)

   Lischka, A. E.; Dyer, E. B.; Jones, R. S.; Lovett, J. N.; Strayer, J.; Drown, S. (Ed.)

   Gaining insight into how one’s noticing shapes decision-making can enable a teacher to reflect on how they frame, interpret, and respond to classroom activity and disrupt the influence of dominant ideologies. Working in the context of teacher education, we conjectured that systematically analyzing and reflecting on their own noticing can enable preservice teachers (PSTs) in mathematics to develop more equitable practices. Using data from summative assignments in a course on advancing equitable teaching, we investigate how PSTs use lenses of equitable teaching to make sense of their noticing and develop conceptions of equity. Analysis reveals that PSTs engaged in meaningful reflection and adopted terms from the course but avoided discussing the sociopolitical dimensions of instruction. These findings have implications for course design and facilitation in the context of developing PSTs’ noticing for equity. 

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5. Teacher noticing and student learning in human-AI partnered classrooms: A multimodal analysis

   Karumbaiah, S.; Borchers, C.; Falhs, A.; Holstein, K.; Rummel, N.; Aleven, V. (June 2023, International Society of the Learning Sciences)

   Blikstein, P.; Van Aalst, J.; Kizito, R.; Brennan, K. (Ed.)

   Past research shows that teacher noticing matters for student learning, but little is known about the effects of AI-based tools designed to augment teachers’ attention and sensemaking. In this paper, we investigate three multimodal measures of teacher noticing (i.e., gaze, deep dive into learning analytics in a teacher tool, and visits to individual students), gleaned from a mixed reality teacher awareness tool across ten classrooms. Our analysis suggests that of the three noticing measures, deep dive exhibited the largest association with learning gains when adjusting for students’ prior knowledge and tutor interactions. This finding may indicate that teachers identified students most in need based on the deep dive analytics and offered them support. We discuss how these multimodal measures can make the constraints and effects of teacher noticing in human-AI partnered classrooms visible. 

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