Wildflower Schools, a network of decentralized "shopfront" Montessori schools, began in 2014, when Sep Kamvar, a MIT Media Lab professor, was unable to find a preschool for his son that fit his needs, and ended up partnering with two veteran Montessori educators, Mary Rockett and Katelyn Shore, to start a school. Wildflower's work is…

Chemical engineers must learn to connect concepts across vastly different scales, spanning from molecular structures to industrial processes. Here, we explore the use of a virtual-reality simulation with a companion video of an experiment to help undergraduate students connect nanoscale fundamentals to macroscale engineering observations.

This paper reports the results of a study conducted in an elementary education mathematics methods course aimed at increasing elementary preservice teachers' (EPTs) level of professional noticing. Weekly reflections conducted by EPTs from tutoring sessions were video recorded and scored using the Framework for Learning to Notice Student…

Video has become a widespread tool for capturing naturalistic behavioral data. While mixed methods show great potential in understanding the active nature of children's interaction, only a few studies have developed mixed methods for video-based interaction research. This paper presents a mixed methods embodied interaction model appropriate for…

Classroom observations are an integral part of qualitative educational research. Traditionally, classroom observations have been done in-person, with one or more researchers being physically present in a classroom to observe and take field notes. With the proliferation of video technology, researchers are now able to conduct classroom observations…

This preliminary study explores how GPT-4 Vision (GPT-4V) technology can be integrated into teacher analytics through observational assessment, aiming to improve reflective teaching practice. Our study develops a Video-based Automatic Assessment System (VidAAS) powered by GPT-4V. This approach uses Generative Artificial Intelligence (GenAI) to…

This study aimed to characterise preservice teachers' (PSTs') noticing in a mathematics classroom and its influence on their lesson modification. Written narratives on video-taped lesson observation were analysed qualitatively in two components, attending and reasoning. The findings indicate that PSTs' initial noticing focused on general…

Knowing how science teachers develop their professional knowledge has been a challenge. One potential way to determine the professional knowledge of teachers is through videos. In the study described here, the authors recruited 60 elementary and secondary science teachers, showed them one of two 10-min videos, and recorded and analyzed their…

The purpose of this study was to investigate pre-service teachers' perceptions of traditional observations and feedback compared with virtual observations and feedback during practicum placements. Specifically, researchers were interested in exploring methods for providing quality practicum experience feedback. A mixed-methods research design…

This qualitative case study explores the effect of video-supported expertise-based training (XBT) on pre-service teachers' classroom management noticing. Nine volunteer senior pre-service teachers were recruited through maximum variation sampling at an internationally recognised university in Northern Cyprus. Data were collected through…

Videos are pivotal tools in pre-service teacher training. First-person, third-person, and 360-degree perspectives are commonly used types and the optimal type remains undetermined. In our study involving pre-service teachers (PSTs), we evaluated the efficacy of 360-degree videos against the first-person and third-person perspective videos…

This research examines the consequences of a mandatory assessment for pre-service teachers in Australia that is completed during their final teaching placement. The Teaching Performance Assessment (TPA) is an analysis of practice that incorporates video of teaching episodes, observation feedback, and analysis of pupils' work samples.…

Previous research has shown that low procedural fidelity can lead to decreased effectiveness and efficiency of skill acquisition during discrete-trial instruction. Previous research has also found that procedural fidelity may be substantially lower when a supervisor is not present to observe the session. Finding a socially acceptable, effective,…

The purpose of this study is to understand how and what leaders (a principal, district coach, regional coach, and district assistant superintendent) professionally noticed within a video club context as they watched mathematics lessons. Professional noticing refers to the extent to which leaders are able to move beyond forming general descriptions…

Student engagement is a complex measurement that can be viewed through behavioral, emotional, and cognitive constructs. Authentic intellectual engagement requires more than task compliance and requires teachers to make decisions and moves to promote engagement. Pre-service teachers need to have these teacher decisions deconstructed and explicitly…