Interventions in Mathematics and Cognitive Skills
- Conditions
- BehaviorCognitive DysfunctionCognitive Delay, MildCognitive AbnormalityNeuroscienceSpecific Learning Disorder, With Impairment in MathematicsBehavior, ChildNeuronal PlasticityCognition DisorderCognitive Change
- Interventions
- Other: Interventions in Mathematics and Cognitive Skills - ExperimentalOther: Interventions in Mathematics and Cognitive Skills - Active Comparator
- Registration Number
- NCT05201534
- Lead Sponsor
- Stanford University
- Brief Summary
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).
- Detailed Description
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.
Recruitment & Eligibility
- Status
- RECRUITING
- Sex
- All
- Target Recruitment
- 180
- Elementary school aged children starting from first grade (6-12 years old)
- IQ: Participants with a Full Scale IQ > 70 on the Wechsler Abbreviated Scle of Intelligence (WASI-II).
- Identification of Mathematical Learning Disabilities: Scores below the 35th percentile percentile on symbolic number processing test in Numeracy Screener and two or more Wechsler Individual Achievement Test (WIAT-IV) math subtests
- Identification of typically developing children: Scores at or above the 35th percentile percentile on symbolic number processing test in Numeracy Screener and all WIAT-IV math subtests
- Normal or corrected-to-normal vision and no hearing impairments
- Inclusion in MRI scan session: Right-handed
- History of neurological or psychiatric disorder (i.e., schizophrenia, psychosis, depression, or attention deficit hyperactivity disorder.)
- History of trauma involving head injury
- Consistent psychiatric medications
- Exclusion from MRI scan session: No major contraindication for magnetic resonance imaging (MRI) - braces, metal implants, pacemakers, vascular stents, metallic ear tubes, consistent exposure to metal, claustrophobia)
Study & Design
- Study Type
- INTERVENTIONAL
- Study Design
- PARALLEL
- Arm && Interventions
Group Intervention Description Integrative Symbolic Non-Symbolic (iSNS) Training Interventions in Mathematics and Cognitive Skills - Experimental Integrative symbolic non-symbolic (iSNS) training: Over a period of 6 weeks, participants will complete activities that progressively strengthen the mapping of symbolic numerical representations to non-symbolic numerical quantities and enhance fluency in symbolic numerical skills. Active Comparator: Active Control Intervention (Working Memory Training) Interventions in Mathematics and Cognitive Skills - Active Comparator Active control intervention: Over a period of 6 weeks, participants will complete activities that enhance short-term storage and maintenance of visuospatial or verbal information.
- Primary Outcome Measures
Name Time Method Change from baseline in symbolic number comparison task performance (reaction time) Baseline and post-intervention (after 6 weeks) Performance will be measured by children's reaction time (milliseconds) on symbolic number comparison task
Change from baseline in symbolic number comparison task performance (accuracy) Baseline and post-intervention (after 6 weeks) Performance will be measured by children's accuracy (% trials correct) on symbolic number comparison task
Change from baseline in non-symbolic number comparison task performance (reaction time) Baseline and post-intervention (after 6 weeks) Performance will be measured by children's reaction time (milliseconds) on non-symbolic number comparison task
Change from baseline in non-symbolic number comparison task performance (accuracy) Baseline and post-intervention (after 6 weeks) Performance will be measured by children's accuracy (% trials correct) on non-symbolic number comparison task
Change from baseline in latent cognitive measures of symbolic number comparison task performance (drift rate) Baseline and post-intervention (after 6 weeks) Latent cognitive processing will be measured by drift rate from children's symbolic number comparison task performance
Change from baseline in latent cognitive measures of symbolic number comparison task performance (post-error adjustment) Baseline and post-intervention (after 6 weeks) Latent cognitive processing will be measured by post-error adjustment from children's symbolic number comparison task performance
Change from baseline in latent cognitive measures of non-symbolic number comparison task performance (drift rate) Baseline and post-intervention (after 6 weeks) Latent cognitive processing will be measured by drift rate from children's non-symbolic number comparison task performance
Change from baseline in latent cognitive measures of non-symbolic number comparison task performance (post-error adjustment) Baseline and post-intervention (after 6 weeks) Latent cognitive processing will be measured by post-error adjustment from children's non-symbolic number comparison task performance
Change from baseline in brain activation during symbolic number comparison task performance Baseline and post-intervention (after 6 weeks) 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.
Change from baseline in brain activation during non-symbolic number comparison task performance Baseline and post-intervention (after 6 weeks) 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.
- Secondary Outcome Measures
Name Time Method Change from baseline in symbolic addition task performance (reaction time) Baseline and post-intervention (after 6 weeks) Performance will be measured by children's reaction time (milliseconds) on symbolic addition task
Change from baseline in symbolic addition task performance (accuracy) Baseline and post-intervention (after 6 weeks) Performance will be measured by children's accuracy (% trials correct) on symbolic addition task
Trial Locations
- Locations (1)
Stanford Cognitive and Systems Neuroscience Laboratory
🇺🇸Palo Alto, California, United States