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…

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,…

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…