This paper aims to characterize critical events noticed by novice mathematics teacher-educators (NMTEs) while they facilitate teacher education sessions. Twenty-four NMTEs enrolled in a university course on teaching teachers were asked to facilitate a series of three sessions with preservice teachers, identify critical events from those sessions…

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…

Montessori came to the United States at the turn of the 20th century, and the Method was, at first, accepted with enthusiasm. But it wasn't long before the honeymoon was over - American educators wrongfully accused Montessori of being behind the times of educational research of the day. One of these early criticisms of Montessori education…

Productive classroom discussion has been shown to support student learning across academic domains. Facilitating successful discussion hinges on the teacher's ability to make adept in-the-moment observations of various aspects of student talk and classroom dynamics. In two studies, we explore a pedagogical intervention using contrasting cases to…

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,…

Emergent-based practices of leadership development (such as intentional emergence (IE), case-in-point, or group relations) rely a great deal on stopping the action in order to publicly notice group behaviors and patterns and connect what is happening authentically to conscious actions and ideas (such as course content, readings, theories, etc.).…

Despite abundant research on effective reading instruction, many teachers struggle to meet the diverse needs of their students, particularly those with dyslexia. Even though reading is an essential skill for academic success, according to the 2019 "Nation's Report Card" published by the National Assessment of Educational Progress (NAEP),…

The purpose of this exploratory descriptive research was to examine what Association Montessori Internationale (AMI) certified Montessori teachers (MTs) for students ages 3-6 years in the United States reported regarding scientific observation (SO) as a disposition and as a disposition in action (DIA) to better understand MTs' application of…

Makerspaces, especially in their diverse proliferating forms, support a broad variety of learning outcomes. There is rich work in attempting to understand and describe these learning goals. Yet, there is a lack of support for practitioners and educators to assess the learning in events and programming at makerspaces (and similar environments)…

Foundations of statistics research aims to establish fundamental principles guiding inference about populations under uncertainty. It is concerned with the process of learning from observations, notions of uncertainty and induction, and satisfying inferential objectives. The growing interest in predictive methods in high-stakes fields like…

In recent years, the concept of "deeper learning" has generated great interest in the field of preschool education in China. However, deep learning in the preschool stage is different from that in school education, as it requires explaining content characteristics, developing observational tools to identify deep learning, and exploring…

Engaging in play constitutes a fundamental theoretical concept and skill set emphasized in occupational therapy (OT) education. According to the American Occupational Therapy Association (AOTA), play is a key occupation and a core context for development and learning. However, there is a paucity of evidence about if and how entry-level OT programs…

Traditional teacher evaluations -- full-lesson observations, write-ups, and debriefs -- are time-consuming and largely ineffective. As a principal, Kim Marshall found that mini-observations -- short, frequent, unannounced classroom visits, each followed by a face-to-face coaching conversation and brief narrative summary -- actually improved…

With teachers continuing to report challenges in classroom management and difficulties in implementing scientific inquiry, the current manner in which science practical work is conducted in schools suggests the need for added teacher support. In this regard, we can leverage computer vision to provide instructional support by relieving teachers of…

Background and Aims: Students with intellectual disability benefit from high-quality instruction in reading and mathematics. Methods: This Theoretical Paper outlines the need for effective, evidence-based instructional practices for this population and the potential for observation research to inform such advancements. We report our systematic…