While much research has explored the quality of traditional teacher evaluations, little is known about the quality of ratings in preservice teacher evaluations. This paper presents a case study of Many-facet Rasch measurement (MFR, Linacre, 1989) to explore potential rater effects influencing the quality of supervisor ratings in educator…

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…

Thin slices ratings (i.e., ratings based on first impressions) have yielded intriguingly accurate results in various domains. Among other, researcher have applied the thin slices technique to assess instructional quality, showing that teacher-student interactions can be reliably inferred by just very short snippets of classroom instruction. The…

The objectives of this study were to investigate the feasibility of applying computer vision techniques and to analyse changes in behaviour and movement of high school students during class. The study is performed over two phases. Phase one focuses on developing a feasible method to use computer vision-based techniques in high school classes and…

A pretest-posttest control group design with switching replications was used to examine the effectiveness of a one-time, 75-minute behavioral skills training (BST) package. Fifty pre-service elementary general educators enrolled in a classroom management course were shown a video depicting challenging behaviors and were asked to collect…

School playgrounds offer ample opportunity to observe the unstructured free-play of school-aged children; however, obtaining valid observations can be difficult to accomplish. Recent technological advances in commercially available aerial drones have the potential to contribute to behavior observation work conducted on playground settings. This…

Formative assessment is a classroom practice that has received much attention in recent years for its established potential at increasing student learning. A frequent analytic approach for determining the quality of formative assessment practices is to develop a coding scheme and determine frequencies with which the codes are observed; however,…

What are the characteristics of formal formative assessments that are both effective in improving student learning and an efficient use of a teacher's time and efforts? That's the question that the authors explore in this article drawing on a five-year research study. First, formal formative assessment is defined as being planned in advance,…

The University of Kentucky provides an alternative certification program to prepare teacher candidates in moderate and severe disabilities. Observations occur every semester that candidates are in the 2-year program and must be conducted all across Kentucky, often many miles away from campus. University researchers placed cameras in the classrooms…

This study focuses on teachers' use of informal formative assessments (IFAs) aimed at improving students' learning and teachers' recognition of students' learning processes. The study was designed as an explorative case study of four middle school teachers and their students at a charter school in the northeastern U.S.A. The data collected for the…

Research on the evaluation of the professional knowledge of mathematics teachers (comprising for example mathematical content knowledge, mathematics pedagogical content knowledge and general pedagogical knowledge) has become prominent in the last decade; however, the development of video-based assessment approaches is a more recent topic. This…

With the increased accountability of early childhood programs and the need to carefully document each assessment, teachers need to explore videotaping to enhance observational assessments. Observing children continues to be an effective method for understanding the uniqueness of each child's development. In this article, the authors present a case…

Mobile technologies offer new affordances for teacher observation in teacher education programs, albeit under-examined in contrast to video technologies. The purpose of this article is to investigate the integration of mobile technologies into teacher observation. Using a case study method, the authors compare the traditional narrative paper-pen,…

States and districts can use this tool to create their own plans for continual improvement of an observation system, no matter where they are in their implementation. Included are action steps to improve observation rubrics, observer training, observer assessment, and monitoring. A planning process is described to assess current status, determine…

To narrow the achievement gap between English language learners (ELLs) and their native-speaking peers in K-12 settings in the United States, effective instructional models must be identified. However, identifying valid observation protocols that can measure the effectiveness of specially designed instructional practices is not an easy task. This…