School Psychology Commons^™

A Transdiagnostic Examination Of Cognitive Heterogeneity In Children And Adolescents With Neurodevelopmental Disorders, Sarah Al-Saoud, Emily S. Nichols, Emma G. Duerden, Loretta Norton

Western Libraries Undergraduate Research Awards (WLURAs)

Children and adolescents with neurodevelopmental disorders (NDDs) demonstrate extensive cognitive heterogeneity that is not adequately captured by traditional diagnostic systems. Using a transdiagnostic approach, a retrospective cohort study of cognitive functioning was conducted with a large heterogenous sample (n = 1529) of children and adolescents 7 to 18 years of age with NDDs. Measures of short-term memory, verbal ability, and reasoning were administered to participants with attention-deficit/hyperactivity disorder (ADHD), autism spectrum disorder (ASD), comorbid ADHD/ASD, and typically developing (TD) participants using a 12-item web-based neurocognitive testing battery. Unsupervised machine learning techniques were implemented to create a self-organizing map (SOM), …

Identifying Associations Between The Family Environment And Anxiety And Depression Among Children Ages 0-17 In The United States, Reagan A. Richardson, Nicole M. Holt

OUR Journal: ODU Undergraduate Research Journal

This study analyzes whether physical, emotional & neurological, family environment, or community-related factors display the strongest association with anxiety and depression among children ages 0-17 in the United States.

Using IBM SPSS v. 27, we conducted a univariate and multivariate logistic regression analysis on data from the 2017 National Survey of Children’s Health (NSCH) with a sample size of 21,599. Our independent variables included 30 questions from the NSCH which were compared to a mental health index score.

Our study shows that about 10.6% of children suffer from either anxiety, depression, or both, and the univariate model found that 19 …