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Chih-Hsuan Chen; Chia-Ru Chung; Hsuan-Yu Yang; Shih-Ching Yeh; Eric Hsiao-Kuang Wu; Hsin-Jung Ting – IEEE Transactions on Learning Technologies, 2024
Possible symptoms of intellectual disability (ID) include delayed physical development that becomes more pronounced as the disability progresses, delayed development of gross and fine motor skills, sensory perception problems, and difficulty grasping the integrity of objects. Although there is no cure or reversal, research has shown that extensive…
Descriptors: Intellectual Disability, Disability Identification, Simulated Environment, Computer Simulation
Zhao, Zhong; Wei, Jiwei; Xing, Jiayi; Zhang, Xiaobin; Qu, Xingda; Hu, Xinyao; Lu, Jianping – Journal of Autism and Developmental Disorders, 2023
This study segmented the time series of gaze behavior from nineteen children with autism spectrum disorder (ASD) and 20 children with typical development in a face-to-face conversation. A machine learning approach showed that behavior segments produced by these two groups of participants could be classified with the highest accuracy of 74.15%.…
Descriptors: Children, Autism Spectrum Disorders, Symptoms (Individual Disorders), Eye Movements
Bugden, S.; Peters, L.; Nosworthy, N.; Archibald, L.; Ansari, D. – Mind, Brain, and Education, 2021
Developmental dyscalculia (DD) is a mathematical learning disability that occurs in around 5%-7% of the population. At present, there are only a handful of screening tools to identify children that might be at risk of developing DD. The present study evaluated the classification accuracy of one such tool: The Numeracy Screener, a 2-min test of…
Descriptors: Learning Disabilities, Disability Identification, Classification, Accuracy
Paul Embleton – ProQuest LLC, 2021
The processes used in identifying/diagnosing specific learning disabilities (SLDs) vary across settings and classification systems. Moreover, the theoretically and mathematically derived identification models (i.e., discrepancy model) have thus far not demonstrated adequate reliability and validity. The present study explores the utility of…
Descriptors: Artificial Intelligence, Disability Identification, Clinical Diagnosis, Learning Disabilities
Bing-Canar, Hanaan; Phillips, Matthew S.; Shields, Allison N.; Ogram Buckley, Caitlin M.; Chang, Fini; Khan, Humza; Skymba, Haley V.; Ovsiew, Gabriel P.; Resch, Zachary J.; Jennette, Kyle J.; Soble, Jason R. – Journal of Psychoeducational Assessment, 2022
This study investigated the utility of four WAIS-IV Digit Span (DS) indices (traditional Reliable Digit Span [RDS], RDS-Working Memory [RDS-WM], RDS-Revised [RDS-R], and DS Age-Corrected Scaled Score [ACSS]) as embedded performance validity tests (PVTs) among a sample of 342 consecutive adults referred for neuropsychological evaluation of ADHD.…
Descriptors: Test Validity, Adults, Intelligence Tests, Attention Deficit Hyperactivity Disorder
Compton, Donald L. – Learning Disability Quarterly, 2021
Multifactorial models of dyslexia have expanded how we consider heterogeneity within the population of children with dyslexia. These models are predicated on the idea that cognitive/linguistic risk factors are not deterministic but instead probabilistic, with the likelihood of difficulties involving an interaction between risk and protective…
Descriptors: Dyslexia, Etiology, Disability Identification, Intervention
Joseph A. Hogan – Journal of Research in Special Educational Needs, 2025
The Individuals with Disabilities Education Improvement Act (2004) allows alternate pathways for school districts to identify and classify students with a specific learning disability (SLD). Response to Intervention (RtI) is one of the frameworks schools can use when eliminating the use of the discrepancy model. The premise of RtI posits that…
Descriptors: Response to Intervention, Students with Disabilities, Learning Disabilities, Classification
Shakory, Sharry; Krenca, Klaudia; Marinova-Todd, Stefka H.; Chen, Xi – Annals of Dyslexia, 2023
Extensive research has demonstrated the importance of struggling reader identification in monolingual children Compton et al. ("Journal of Educational Psychology," 102, 327-340, 2010). However, very few studies have explored identification of struggling readers in bilinguals. The aim of this study was to investigate (1) the overlap of…
Descriptors: Reading Difficulties, Bilingual Students, Grade 1, Grade 2
Zachary A. Bella – ProQuest LLC, 2023
The identification of autism spectrum disorders (ASD) occurs in educational and health settings. Many children with autism will only receive a classification of autism in the educational setting (Esler et al., 2022, Pettygrove et al., 2013, Wiggins et al., 2020). There is significant overlap between the early intervention offered to children with…
Descriptors: Autism Spectrum Disorders, Disability Identification, Developmental Delays, Clinical Diagnosis
Accuracy of the Screening Tool for Autism in Toddlers and Young Children in the Primary Care Setting
Rebecca McNally Keehn; Noha F. Minshawi; Qing Tang; Brett Enneking; Tybytha Ryan; Ann Marie Martin; Angela Paxton; Patrick O. Monahan; Mary Ciccarelli; Brandon Keehn – Autism: The International Journal of Research and Practice, 2025
Feasible and accurate assessment tools developed for non-specialists are needed to scale community-based models of autism evaluation. The purpose of this study was to evaluate use of the Screening Tool for Autism in Toddlers and Young Children (STAT) when used by primary care practitioners (n = 10) across a statewide system of early diagnosis set…
Descriptors: Screening Tests, Accuracy, Autism Spectrum Disorders, Toddlers
Gilmour, Allison F.; Shanks, Colin; Winters, Marcus A. – Remedial and Special Education, 2023
Growing numbers of students are educated in charter schools, including students with disabilities (SWD). Prior research suggests that charter schools educate a smaller percentage of SWD than traditional public schools, leading to a special education gap between sectors. We used data from a large urban district to examine how choice, mobility, and…
Descriptors: Students with Disabilities, Special Education, Charter Schools, Disproportionate Representation
Lovisa Alehagen; Sven Bölte; Melissa H Black – Autism: The International Journal of Research and Practice, 2025
The International Classification of Functioning, Disability, and Health is a biopsychosocial framework of health-related functioning designed to provide a unifying system for health care, social services, education, and policy sectors. Since its publication in 2001, the International Classification of Functioning has been used to guide clinical…
Descriptors: Autism Spectrum Disorders, Attention Deficit Hyperactivity Disorder, Classification, Functional Behavioral Assessment
Bryant Hopkins; Katharine O. Strunk; Scott Imberman; Adrea Truckenmiller; Matthew Guzman; Marissa Fisher – Education Policy Innovation Collaborative, 2023
We use data from Michigan and an interrupted time series (ITS) strategy to show how the COVID-19 pandemic impacted new special education classifications and discontinuations. We find a substantial decrease in K-5 classifications and discontinuations during the 2019-20 and 2020-21 school years. Classifications fell by 19 and 12 percent in these…
Descriptors: COVID-19, Pandemics, Special Education, Disability Identification
Ilana M. Umansky; Manuel Vazquez Cano; Lorna M. Porter – Educational Evaluation and Policy Analysis, 2024
Federal law defines eligibility for English learner (EL) classification differently for Indigenous students compared with non-Indigenous students. To be EL-eligible, non-Indigenous students are required to have a non-English primary language. Indigenous students, by contrast, can be English-dominant or English monolingual. A critical question,…
Descriptors: English Language Learners, Classification, Indigenous Populations, Alaska Natives
Georgan, Wendy C.; Archibald, Lisa M. D.; Hogan, Tiffany P. – Journal of Speech, Language, and Hearing Research, 2023
Purpose: Developmental language disorder (DLD) is a lifelong condition that when impacting educational performance is identified and serviced through U.S. schools as outlined in the Individuals with Disabilities Education Act. A few examples of educational categories that refer to DLD are (a) speech or language impairment (S/LI) and (b) specific…
Descriptors: Speech Impairments, Language Impairments, Developmental Disabilities, Learning Disabilities