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…

Along with standards describing what music students should be able to do, the National Core Arts Standards developed Model Cornerstone Assessments suggesting how teachers can measure student learning for each artistic process. This article explores the Respond Model Cornerstone Assessment. This column explains the Model Cornerstone Assessment for…

Over the past 8 years, U.S. kindergarten classrooms have been impacted by policies mandating or recommending the administration of a specific kindergarten entry assessment (KEA) in the initial months of school as well as the increasing reliance on digital technology in the form of mobile apps, touchscreen devices, and online data platforms. Using…

This cross-case synthesis gives voice to evaluators in EC-12 and higher education settings who are enacting a state-mandated system of teacher evaluation and support by examining their perceptions of the Texas Teacher Evaluation and Support System (T-TESS). Questions addressed included: How do differently situated school administrators and…

As full-time virtual learning moved from the fringe to the mainstream in mid-March 2020, onlookers expressed concerns about access for learners and accountability for the learning itself. Concerns have not applied only to full-time virtual schools, however. Alternative schools that serve students who have dropped out or transferred from…

Working memory is an essential mechanism in the cognitive learning process. However, its definitions and mechanisms remain a topic of debate. Miller-Cotto and Byrnes ("Journal of Educational Psychology," "112"(5), 1074-1084, 2020) reported a comparison of three models of working memory to determine which best accounted for data…

Investigators often rely on the proportion of correct responses in an assessment when describing the impact of early mathematics interventions on child outcomes. Here, we propose a shift in focus to the relative sophistication of problem-solving strategies and offer methodological guidance to researchers interested in working with strategies. We…

This research aimed to: 1) investigate the components and performance indicators for organizing experiential activities that foster life skills among early childhood students, particularly those taught by teachers under the Office of the Basic Education Commission of Thailand; 2) examine the current state, desired state, and the needs of…

This research focuses on synthesizing concepts and needs for the development of teachers' competencies and studying the performance in accordance with the development model of competencies for teachers of the Early Childhood Development Center with application of empowerment evaluation. The research was divided into 3 stages. In the first stage,…

This study explores using transfer learning in machine learning for natural language processing (NLP) to create generic automated essay scoring (AES) models, providing instant online scoring for statewide writing assessments in K-12 education. The goal is to develop an instant online scorer that is generalizable to any prompt, addressing the…

Prepare early childhood educators to teach all children in inclusive settings with the fourth edition of this bestselling guidebook--enhanced with new content, new topics, and more tools for planning effective instruction. Like the groundbreaking previous editions, this updated "Building Blocks" guide gives pre- and in-service teachers…

Response processes are an important component of validity to support the use and interpretation of test scores. Response processes information can provide insight into how students engage with assessment tasks and the type of errors made when solving items, as well as allow for the study of cognitive properties in items that may be associated with…

The present study compares two methods for assessing peer influence: the longitudinal actor-partner interdependence model (L-APIM) and the longitudinal social network analysis (L-SNA) Model. The data were drawn from 1,995 (49% girls and 51% boys) third grade students (M[subscript age] = 9.68 years). From this sample, L-APIM (n = 206…

This study investigates how teacher burnout symptoms can be explained by childhood trauma and perceived resilience. Self-assessment surveys, designed to measure adverse childhood experiences, ability to bounce back after hardship, and burnout symptoms, were completed by 146 kindergarten through 12th-grade U. S. public school teachers. Structural…

Recent years have witnessed a surge in evidence on preschoolers' emotional development as crucial for both concurrent and later well-being and mental health, and for learning and academic success. Given the importance of building such strengths, assessing emotional competence skills is important to aid early childhood educators in focusing…