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Yen-Chin Wang; Chung-Yuan Cheng; Chi-Shin Wu; Chi-Chun Lee; Susan Shur-Fen Gau – Autism: The International Journal of Research and Practice, 2025
Machine-learning models can assist in diagnosing autism but have biases. We examines the correlates of misclassifications and how training data affect model generalizability. The Social Responsive Scale data were collected from two cohorts in Taiwan: the clinical cohort comprised 1203 autistic participants and 1182 non-autistic comparisons, and…
Descriptors: Artificial Intelligence, Autism Spectrum Disorders, Clinical Diagnosis, Error Patterns
Vaughn, Aaron J.; Hoza, Betsy – Journal of Emotional and Behavioral Disorders, 2013
The current study examined the incremental utility of rating scales, a structured diagnostic interview, and multiple informants in a comprehensive assessment of attention-deficit/hyperactivity disorder (ADHD). The sample included 185 children with ADHD (M[subscript age] = 9.22, SD = 0.95) and 82 children without ADHD (M[subscript age] = 9.24, SD =…
Descriptors: Attention Deficit Hyperactivity Disorder, Behavior Rating Scales, Clinical Diagnosis, Parent Attitudes
Piek, Jan P.; Barrett, Nicholas C.; Dyck, Murray J.; Reiersen, Angela M. – Developmental Medicine & Child Neurology, 2010
Aim: It has been suggested that one approach to identifying motor impairment in children is to use the Child Behavior Checklist (CBCL) as a screening tool. The current study examined the validity of the CBCL in identifying motor impairment. Method: A total of 398 children, 206 females and 192 males, aged from 3 years 9 months to 14 years 10 months…
Descriptors: Check Lists, Physical Disabilities, Attention Deficit Hyperactivity Disorder, Child Behavior
Solanto, Mary V.; Alvir, Jose – Journal of Attention Disorders, 2009
Objective: The objective of this study was to examine the intrarater reliability of "DSM-IV" ADHD symptoms. Method: Two-hundred-two children referred for attention problems and 49 comparison children (all 7-12 years) were rated by parents and teachers on the identical "DSM-IV" items presented in two different formats, the…
Descriptors: Symptoms (Individual Disorders), Test Reliability, Attention Deficit Hyperactivity Disorder, Classification
Heckel, Leila; Clarke, Adam; Barry, Robert; McCarthy, Rory; Selikowitz, Mark – Emotional & Behavioural Difficulties, 2009
It is generally accepted that Attention-Deficit/Hyperactivity Disorder (ADHD) results from a dysfunction of the central nervous system, which has led to a commonly held belief that environmental factors play little role in the behavioural problems of children identified as having ADHD. Therefore, the two studies reported in this article…
Descriptors: Divorce, Marital Status, Academic Achievement, Attention Deficit Hyperactivity Disorder

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