The purpose of this study is to investigate neurocognitive mechanisms underlying response to intervention aimed at enhancing, and remediating weaknesses in, numerical skills in children, including those with mathematical learning disabilities (MLD).
The purpose of this study is to investigate neurocognitive mechanisms underlying response to intervention aimed at enhancing, and remediating weaknesses in, numerical skills in children, including those with mathematical learning disabilities (MLD). To achieve this goal, investigators will use a theoretically-motivated integrated symbolic/non-symbolic (iSNS) intervention with a randomized controlled design to enhance cross-format mapping between symbolic and nonsymbolic representations of quantities. The investigators will develop innovative computational models to investigate individual differences in latent cognitive processes and brain plasticity that contribute to learning, long-term retention, and transfer in children. The investigators will assess performance in several areas and investigate cognitive and neural mechanisms that support numerical skill acquisition in children with differing levels of math learning abilities.
Study Type
INTERVENTIONAL
Allocation
RANDOMIZED
Purpose
TREATMENT
Masking
NONE
Enrollment
180
After study participants have completed screenings to meet our inclusion criteria, participants will take part in the pre-training MRI brain scan (if eligible) and behavioral assessments and will then be assigned to the intervention for 6 weeks. During this training, participants will spend three days each week completing a set of problems at their home on a tablet that we provide them. Participants will receive one-to-one training with a member of our research team once a week. Following the completion of the 6-week training program, participants will be asked to complete a second MRI brain imaging session (for those who completed pre-training MRI) and post-measure appointments in order to assess immediate effects of the training program. Participants will also be invited to return for follow-up testing after six months in order to assess the long- lasting effects of the training program.
After study participants have completed screenings to meet our inclusion criteria, participants will take part in the pre-training MRI brain scan (if eligible) and behavioral assessments and will then be assigned to the intervention for 6 weeks. During this training, participants will spend three days each week completing a set of problems at their home on a tablet that we provide them. Participants will receive one-to-one training with a member of our research team once a week. Following the completion of the 6-week training program, participants will be asked to complete a second MRI brain imaging session (for those who completed pre-training MRI) and post-measure appointments in order to assess immediate effects of the training program. Participants will also be invited to return for follow-up testing after six months in order to assess the long- lasting effects of the training program.
Stanford Cognitive and Systems Neuroscience Laboratory
Palo Alto, California, United States
RECRUITINGChange from baseline in symbolic number comparison task performance (reaction time)
Performance will be measured by children's reaction time (milliseconds) on symbolic number comparison task
Time frame: Baseline and post-intervention (after 6 weeks)
Change from baseline in symbolic number comparison task performance (accuracy)
Performance will be measured by children's accuracy (% trials correct) on symbolic number comparison task
Time frame: Baseline and post-intervention (after 6 weeks)
Change from baseline in non-symbolic number comparison task performance (reaction time)
Performance will be measured by children's reaction time (milliseconds) on non-symbolic number comparison task
Time frame: Baseline and post-intervention (after 6 weeks)
Change from baseline in non-symbolic number comparison task performance (accuracy)
Performance will be measured by children's accuracy (% trials correct) on non-symbolic number comparison task
Time frame: Baseline and post-intervention (after 6 weeks)
Change from baseline in latent cognitive measures of symbolic number comparison task performance (drift rate)
Latent cognitive processing will be measured by drift rate from children's symbolic number comparison task performance
Time frame: Baseline and post-intervention (after 6 weeks)
Change from baseline in latent cognitive measures of symbolic number comparison task performance (post-error adjustment)
Latent cognitive processing will be measured by post-error adjustment from children's symbolic number comparison task performance
Time frame: Baseline and post-intervention (after 6 weeks)
Change from baseline in latent cognitive measures of non-symbolic number comparison task performance (drift rate)
Latent cognitive processing will be measured by drift rate from children's non-symbolic number comparison task performance
Time frame: Baseline and post-intervention (after 6 weeks)
Change from baseline in latent cognitive measures of non-symbolic number comparison task performance (post-error adjustment)
Latent cognitive processing will be measured by post-error adjustment from children's non-symbolic number comparison task performance
Time frame: Baseline and post-intervention (after 6 weeks)
Change from baseline in brain activation during symbolic number comparison task performance
Neural activity will be measured during functional magnetic resonance imaging (fMRI) symbolic number comparison task. Data will consist of beta values from individual subject contrast maps for Near vs Far contrast from the whole-brain GLM fMRI analysis.
Time frame: Baseline and post-intervention (after 6 weeks)
Change from baseline in brain activation during non-symbolic number comparison task performance
Neural activity will be measured during functional magnetic resonance imaging (fMRI) non-symbolic number comparison task. Data will consist of beta values from individual subject contrast maps for Near vs Far contrast from the whole-brain general linear model (GLM) fMRI analysis.
Time frame: Baseline and post-intervention (after 6 weeks)
Change from baseline in symbolic addition task performance (reaction time)
Performance will be measured by children's reaction time (milliseconds) on symbolic addition task
Time frame: Baseline and post-intervention (after 6 weeks)
Change from baseline in symbolic addition task performance (accuracy)
Performance will be measured by children's accuracy (% trials correct) on symbolic addition task
Time frame: Baseline and post-intervention (after 6 weeks)
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