We introduce a short answer scoring engine made up of an ensemble of deep neural networks and a Latent Semantic Analysis-based model to score short constructed responses for a large suite of questions from a national assessment program. We evaluate the performance of the engine and show that the engine achieves above-human-level performance on a…

Conversations about the nature of dyslexia and how dyslexia impacts reading and listening comprehension get to the heart of classification and identification models of dyslexia. Recently, this conversation has been expanded to include efforts to estimate the prevalence of dyslexia in the population through the introduction of a discrepancy index…

We examined special education classifications among students aged 3-21 in North Carolina public schools, highlighting autism spectrum disorder (ASD) and intellectual disability (ID). Results revealed variability by county in ASD and ID prevalence, and in county-level ratios of ID vs. ASD classifications. Sociodemographic characteristics predicted…

Intersectionality highlights that different aspects of individuals' identities are not independent of each other. Instead, they interact to create unique identities and experiences, which cannot be understood by analysing each identity dimension separately or in isolation from their social and historical contexts. Intersectional approaches in this…

International authors have argued that social class inequalities can influence parental engagement in education. Lareau argued that middle-class families possess the resources to actively cultivate their children to succeed academically, whereas working-class and poor families feel they lack such resources and allow their children to develop…

This article explores the associations between the achievement of economically disadvantaged students and the presence of state policies that include student achievement in teacher evaluations. We looked at student achievement across all 50 states from 2007 through 2013. A simple comparison of states with and without the policy suggested that…

The Community Eligibility Provision (CEP) is a policy change to the federally-administered National School Lunch Program that allows schools serving low-income populations to classify all students as eligible for free meals, regardless of individual circumstances. This has implications for the use of free and reduced-price meal (FRM) data to proxy…

In Alaska, where Alaska Native students constitute the largest racial/ethnic group of English learner (EL) students, it is an open question whether and how EL policies and services meet the unique needs of Indigenous EL students. A stronger understanding of how Alaska Native students experience EL identification, classification, service provision,…

The 2014-15 school year was the first in which the Smarter Balanced assessments (referred to here as the SBAC) were administered statewide. While educators and policymakers agree that multiple measures over multiple years are the best way to gauge student, school, and district performance, the first-year SBAC results provide an important baseline…

Previous studies about ELs have reported data on active English Learners--defined as those students who have not yet reached proficiency on a state English test--at a specific moment in time. This study, for the first time, analyzed the long-term trajectories of 18,000 CPS students who began kindergarten as ELs and followed their progress all the…

These are the appendixes for the report "Alaska Native Students as English Learner Students: Examining Patterns in Identification, Classification, Service Provision, and Reclassification." The study sought to inform Alaska stakeholders about the identification, classification, service provision, and reclassification patterns of Alaska…

This report examines the population of Alaska Native students who are classified as English learner (EL) students and how EL policies function for these students, focusing on EL identification, classification, service provision, and reclassification as fluent English proficient. Alaska is one of several states where Indigenous students make up a…

Executive functions are a set of high cognitive abilities that control and regulate other functions and behaviors and are crucial for successful adaptation. Deficits in executive functions are frequently described in developmental disorders, which are characterized by disadaptive behavior. However, executive functions are not widely examined in…

Legislators have implemented an accountability system in an effort to increase school quality for all students. Policymakers assume that rewards and sanctions, based on results from high-stakes testing, can improve student achievement. The accountability system does not consider environmental factors that impact student outcomes. This study…

In line with the increasing policy emphasis on inclusive education, there is now a greater focus on how best to provide for students special educational needs (SEN) in mainstream schools. However, there is little consensus internationally as to the most equitable way in which to support these students. Despite ongoing evaluations of the existing…