With the aim to provide teachers with more specific, frequent, and actionable feedback about their teaching, we explore how Large Language Models (LLMs) can be used to estimate "Instructional Support" domain scores of the CLassroom Assessment Scoring System (CLASS), a widely used observation protocol. We design a machine learning…

The Australian Council for Educational Research (ACER) has created an open-access classroom observation tool based on research conducted for the Australian Department of Foreign Affairs and Trade's (DFAT) Teacher Development Multi-Year Study Series, which studied teaching practices in Timor-Leste, Vanuatu and Lao PDR (see…

This paper discusses the challenges and lessons learned from conducting observations to measure the quality of classroom practice for a large-scale study of elementary teachers' mathematics instruction. Specifically, this paper shares our process for obtaining valid data for quality of elementary mathematics instruction; what we learned can inform…

A crucial site of bias in classrooms is class discussions. A new free web-based tool developed by university researchers can help teachers actively monitor how their biases are affecting students in real-time.

Multiple researchers have described walkthroughs as effective ways for instructional leaders (commonly principals, but also various other roles like assistant principals and teacher coaches) to play an active role in generating focused, qualitative data to inform schoolwide improvement efforts (Bole & Farizo, 2013; Starrett, 2015). In addition…

Quality professional development (PD) can be a great benefit to teachers who need help with classroom management implementation. PD programs have better outcomes when there is follow-up after skill instruction. Providing PD within a multitiered support (MTS) framework can make PD delivery more efficient for schools. We describe an MTS-PD program…

This appendix augments a report that updates 2013 guidance to school district leaders and their partners across the country who are interested in launching summer learning programs or improving established ones. In that report, the authors present recommendations based on evaluations, conducted between 2011 and 2016, of summer programs in five…

The Kindergarten Observation Tool (KOT), an observation-based assessment tool designed for use during the first 30 instructional days of kindergarten, was implemented across New Mexico in fall of 2016 as the states' kindergarten entry assessment (KEA). After KOT administration ended, a survey was developed aimed to understand how New Mexico…

Teachers' mathematical content knowledge has been under scrutiny for some time. This development is in the wake of learners' unsatisfactory performance in national examinations and international achievement tests. A widely held belief is that one, if not the most important, of the efforts to improve and enhance the performance and…

Special educators are required to collect data on student progress and use it as formative data to inform instructional decisions. Being told to collect student data without being shown how to effectively and efficiently collect it, may cause teachers to become overwhelmed. This article provides three easy-to-use templates to facilitate quick data…

Classroom observations are sometimes a challenging form of data collection. Not only are interpretations of those observations subject to the researcher's theoretical lens, but communication between the researcher and the teacher is often delayed until well after the observed events. This article reports research that focused on the pedagogical…

The AGIRE project is a partnership between the University of Aveiro, a consortium comprising 26 companies related to teaching and learning, and one School Grouping, with the financial support of QREN. The project is embedded into the Edulab concept (school laboratories with technological equipment, as tablets, laptops, whiteboards, and educational…

In the fall of 2009, the Bill and Melinda Gates Foundation launched the two-year Measures of Effective Teaching (MET) project to rigorously develop and test multiple measures of teacher effectiveness. As part of the project, partners from more than a dozen reputable academic, non-profit and for-profit organizations collected and analyzed data from…

The most direct way to gauge the quality of instruction is to observe what is happening in classrooms. However, the use of observations to transform instruction varies widely. In this article, the authors describe some tools in use in one district for leveraging change in practice once the data are collected. They also provide some guidelines to…

Classroom observation is one of the premiere data collection methods available to those interested in teaching behavior. Observational techniques can be classified on a continuum ranging from low inference to high inference depending on the level of judgment required by the observer making the observation. Central to the issue of any form of…