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…

As states consider non-academic measures of school quality for their accountability plans under the Every Student Succeeds Act, few are choosing to focus on the school climate in which students learn. That's not a surprise, given concerns about the validity and usefulness of existing climate surveys. However, the authors argue, a recent study…

This paper provides an empirical account of the complex nature of early childhood teachers' work with growing accountability demands for collecting, reporting, and using child assessment data in the U.S. context. Particularly, this paper focuses on preschool teachers' experience of changes in their roles and pedagogical work in implementing a…

The Learning Target Rating Scale (LTRS) is a measure designed to evaluate the quality of teacher-developed learning targets for embedded instruction for early learning. In the present study, we examined the measurement dependability of LTRS scores by conducting a generalizability study (G-study). We used a partially nested, three-facet model to…

The Learning Target Rating Scale (LTRS) is a measure designed to evaluate the quality of teacher-developed learning targets for embedded instruction for early learning. In the present study, we examined the measurement dependability of LTRS scores by conducting a generalizability study (G-study). We used a partially nested, three-facet model to…

One tool that many families own, across the globe, is a basic mobile phone. The use of low-cost basic mobile phones for educational purposes in humanitarian settings is critical where access to connectivity and higher cost devices is limited. The portability of mobile phones, combined with their communication features, offers multiple uses to…

This article reviews the accuracy and relevance of the national monitoring mechanisms currently used to establish national learning and teaching material (LTM) availability indicators. In many countries, only very basic LTM monitoring requirements are provided. These are not updated regularly and are usually not designed specificially to support…

This article highlights the practices of administrators and master teachers who are trying to balance the needs for accountability, prescribed curriculum, and learning standards with a broader view of education that gives equal importance to skills not so easily quantified by standardized tests. The author makes a case for the use of careful…

The purpose of this study was to assess the role of common motor responses as the "speaker" behavior on stimulus class formation,and the emergence of functional classes. Experiment 1 examined whether training one motor response to a set of three stimuli and a second motor response to another set of three stimuli would result in correct…

Each year, Austin Independent School District Department of Research and Evaluation (DRE) staff develop a plan of work to describe the scope of work for the coming year. The plans that make up this document identify programs to be evaluated and services to be provided by DRE staff and provide the blueprints for evaluation that staff will follow…

Each year, Austin Independent School District Department of Research and Evaluation (DRE) staff develop a plan of work to describe the scope of work for the coming year. The plans that make up this document identify programs to be evaluated and services to be provided by DRE staff and provide the blueprints for evaluation that staff will follow…

Early childhood stakeholders in state departments of education are interested in knowing what child assessment measures are being used in state-funded pre-kindergarten and in kindergarten classrooms. To address this need, the Center on Enhancing Early Learning Outcomes (CEELO) performed a secondary analysis of data in the National Institute for…

Each year, Austin Independent School District Department of Research and Evaluation (DRE) staff develop a plan of work to describe the scope of work for the coming year. The plans that make up this document identify programs to be evaluated and services to be provided by DRE staff and provide the blueprints for evaluation that staff will follow…

A search of the literature from the past 30 years reveals that there is a dearth of research surrounding effective interventions for intellectually gifted children in the early childhood years. The findings of 11 empirical studies of educational provisions for young gifted children were located and the methodological rigor of the studies examined.…

Preschool classrooms generate a host of data that can be used to inform program improvement. This article suggests ways to document child-level data and mentoring protocols in a way that makes the information usable to teachers and can positively influence child outcomes.