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…

Low target prevalence affects perceptual decisions on both simple and complex stimuli. Without prior knowledge of how often targets may appear, trial-by-trial accuracy feedback modulates the effects of low prevalence partially by providing observers with information about the target base rate. Using simple colored dots, Lyu (PBR 28:1906-1914,…

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…

In response to national and state trends promoting inquiry-based social studies over the last decade, social studies teacher educators at the University of Kentucky revamped their pre-service program to create alignment around the key inquiry concepts of questions, tasks, and sources. Part of the program revision involved the creation of a new…

Within neoliberal regimes of educational performativity, expectations of teachers' work have become increasingly prescriptive, standardised and formulaic. To counter the reductive effects of this 'exteriority' of influence over teachers' work, we draw on three conceptual prompts--"relational pedagogy," "informality," and de…

Accurate, reliable, and scalable measurement of classroom quality represent a critical tool for ensuring that young children benefit from early learning programs. The Early Childhood Classroom Observation (ECCO) study was designed to better understand how video recordings can support high-quality measurement of pre-kindergarten (pre-K) classrooms,…

Developmental monitoring and promotion efforts are keys to identifying potential developmental concerns and connecting young children to intervention services. Evidence-based home visiting programs are one avenue for developmental monitoring and promotion, particularly for families with young children who may need extra support (e.g., families…

In the early months of the COVID-19 pandemic, many research funding organizations were faced with the choice of suspending their peer review panels, or else continuing their decision-making processes virtually. Although seen part of a longer drive to make peer review more cost and time efficient as well as to combat climate and sustainability…

This methodological study presents "Intersectional Multimodal Analysis" (IMA), an interpretive framework that infuses intersectionality with social semiotic multimodal analysis methods. My purpose for engaging in this analytical work is to disrupt the dehumanization of the normative white gaze (Morrison 1992) by theorizing and employing…

In this article, we reflect on our experiences with teaching ethnographic skills and sensibilities to MSc students at a Dutch university. Using methods such as (self)observation, journaling and reflection, we highlight dilemmas (conceptual, practical, ethical) faced by students when doing ethnographic fieldwork and dilemmas that emerged in…

Large language models (LLMs) provide cost-effective but possibly inaccurate predictions of human behavior. Despite growing evidence that predicted and observed behavior are often not "interchangeable," there is limited guidance on using LLMs to obtain valid estimates of causal effects and other parameters. We argue that LLM predictions…

The importance of understanding what and how mathematics teachers notice is well documented, but more research is needed on content-specific noticing. In particular, knowing how teachers notice proportional reasoning, a vital topic spanning all grades of mathematics, could inform measures that support students' proportional reasoning. We examined…

Professional vision (PV), which includes the ability to perceive and interpret classroom events, is important for classroom behaviour management, particularly in the training of student teachers. However, to date, few assessment systems that can assess student teachers' professional vision by immersing them in a realistic classroom environment…

This paper explores the challenges of filming as a qualitative research method in practical school subjects. We exemplify with an observation study using video data collected from lessons in Home Economics, but the issues we discuss are also relevant for other subjects with practical elements, such as Arts, Crafts, Music, Physical Education, and…

Critical reflection is pivotal for enhancing practice in peer observation of teaching (POT). Our analysis of educators' reflections in a developmental POT program revealed a deficiency in the level of critical reflection. In this paper, we reflect on the reasons behind this shortfall and changes made to enhance the scaffolding of critical…