Distinctive patterns of Multiple Object-Tracking performance trajectories in youth with deficits in attention, learning, and intelligence

To investigate if NeuroTracker learning rates can characterize different neurodevelopmental conditions in children.

The researchers focused on three different neurodevelopmental conditions: Attention-deficit/hyperactivity disorder (ADHD), Specific learning disorder (SLD), and Intellectual developmental disorder (IDD). 101 participants aged 6 to 17 years old completed a total of 30 NeuroTracker sessions over a period of 5 weeks, along with standardized neuropsychological assessments to confirm each neurodevelopmental diagnosis.

Progression in NeuroTracker scores throughout the training program were scientifically analyzed using a latent growth curve modeling technique. This analysis revealed 1) a decreased baseline performance for children with IDD along with slower initial learning rates, 2) children with ADHD and SLD demonstrate a reduced rate of longer-term learning, 3) a significant overlap exists between individuals diagnosed with ADHD and SLD.