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…

The evaluation of teacher's work has traditionally been a cornerstone of educational systems worldwide, driven by the need to maintain educational standards and ensure teacher accountability. Recognizing the limitations of conventional evaluation practices, a growing movement advocates for a more sustainable and inclusive approach that values the…

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,…

Although multiple organizational-level databases are frequently combined into one data set, there is no overview of the matching methods (MMs) that are utilized because the vast majority of studies does not report how this was done. Furthermore, it is unclear what the differences are between the utilized methods, and it is unclear whether research…

This article describes and analyzes the findings of children's observation records of block play with a focus on the wide range of mathematical outcomes resulting from children's block play. To this end, children's mathematical learning was analyzed in five areas: set and classification; pattern and symmetry; number and arithmetic; comparison and…

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…

Mathematics standards and practices highlight the vital role that language plays in mathematics education. However, there remains a common misconception that mathematics is somehow language-free or less linguistically demanding than other content areas. This qualitative study describes an intervention implemented in six elementary mathematics…

Teaching is a complex and demanding endeavour. Teachers must deal with numerous forces, often face dilemma-ridden and ambiguous situations and have to act under time pressure. In order to accomplish these tasks, teachers must apply professional knowledge differentially (Fairbanks et al. 2009). In recent decades, various studies have focused on…

Montessori was very specific about the value of observation. Observation may feel like a never-ending chore--a routine that is difficult to fit into the day that results in data that is difficult to use once collected. No matter the reason, observation can inspire feelings of discomfort, inadequacy, and confusion. Viewed from this perspective,…

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)…