Feedback plays an indispensable role in pre-service teachers' microteaching practice. It provides essential information about their microteaching performance, which is of great significance in their reflection and improvement. As AI and teaching analytics advance, feedback is no longer exclusively human-generated. AI technologies are increasingly…

Students have powerful but underutilized perspectives on the impact of educators' professional learning. When students are directly engaged in providing feedback, they can offer unique insights into how professional learning translates into classroom practice and affects their learning experience. Incorporating student feedback also helps…

In this paper, we explore the critical practice of making sense of students' mathematical ideas. We extend previous research by studying stances prospective teachers adopt, the extent or depth to which they do so, and the types of prospective teachers making sense of students' mathematical ideas. Analyzing the responses of 123 prospective teachers…

Theoretical Background: Previous studies indicate that students' learning motivation varies across learning situations and is influenced by situational characteristics such as teaching behaviour. We focus on instructional clarity as one factor that may influence expectancies and task values. Aims and Research Questions: This study combines a…

Adaptive expertise is considered key to improving teacher practice. While literature suggests that classroom observations followed by professional learning conversations may contribute to the development of adaptive expertise, few studies have specifically examined the influence of this process. Hence, this qualitative study investigated the…

In education settings, treatments are often non-randomly assigned to clusters, such as schools or classrooms, while outcomes are measured for students. This research design is called the clustered observational study (COS). We examine the consequences of common support violations in the COS context. Common support violations occur when the…

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…

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…

Noticing is an essential skill for all teachers of mathematics. Mathematics teacher educators have utilized a variety of tools to practice and develop preservice teachers' (PSTs') ability to notice, which we extend to include photographs and learning trajectories. This article explores PSTs' noticing skills by analyzing work samples from a methods…

Given the inclusion of sensory reactivity as a diagnostic criterion for autism spectrum disorder (ASD) and the theorized etiological role of sensory reactivity in the development of autism, adequate sensory measures of sensory reactivity in autism, including measures extending to use in infancy, are needed. Adequate sensory measurement relies on…

In the United States, educators are tasked with responding to the increased needs of diverse K-12 students in mainstream classrooms through co-teaching roles that require collaborative partnerships. The purpose of this qualitative descriptive study was to understand how students in teacher preparation programs within the United States describe the…

Research into student affect detection has historically relied on ground truth measures of emotion that utilize one of three sources of data: (1) self-report data, (2) classroom observations, or (3) sensor data that is retrospectively labeled. Although a few studies have compared sensor- and observation-based approaches to student affective…

In this study, we investigated how early childhood teachers' perspectives on their enacted literacy instruction aligned with the perspectives of observers of that same instruction. Two master teachers and two researchers, all with early childhood expertise, observed and reported their perspectives of 45 instances of literacy instruction. These…

To achieve the goal of cultivating students' scientific modeling competence, it is crucial to improve teachers' epistemic knowledge and skills with respect to modeling-based teaching. Taking into consideration existing studies on enhancing teaching competence and teachers' professional development on modeling, and the importance of classroom…