Interventions in Mathematics and Cognitive Skills
Interventions in Math Learning Disabilities: Cognitive and Neural Correlates
Study Overview
Status
Status
Conditions
Conditions
- Cognitive Dysfunction
- Cognitive Change
- Learning Disabilities
- Individuality
- Child Development
- Developmental Disability
- Behavior
- Cognition
- Learning Curve
- Decision Making
- Behavior and Behavior Mechanisms
- Behavior, Child
- Cognitive Impairment, Mild
- Cognition Disorder
- Neuroscience
- Cognitive Orientation
- Cognitive Developmental Delay
- Neuronal Plasticity
- Cognitive Abnormality
- Math Learning Disability
- Learning Disabled
- Mathematics Disorder
- Dyscalculia
- Dyscalculia, Primary
- Dyscalculia, Acquired
- Specific Learning Disorder, With Impairment in Mathematics
- Cognitive Delay, Mild
- Cognitive Deficits, Mild
Intervention / Treatment
Intervention / Treatment
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.
Study Type
Study Type
Enrollment (Estimated)
Enrollment
Phase
Phase
- Not Applicable
Contacts and Locations
Study Contact
Study Contact
- Name: Vinod Menon, PhD
- Phone Number: 16507363699
- Email: menon@stanford.edu
Study Locations
-
-
California
-
Palo Alto, California, United States, 94304
- Recruiting
- Stanford Cognitive and Systems Neuroscience Laboratory
-
Principal Investigator:
- Vinod Menon, Ph.D.
-
Contact:
- Zehra Unal
- Phone Number: 737-615-0834
- Email: zehraeu@stanford.edu
-
Contact:
- Oliver Lasnick
- Phone Number: 818-836-7956
- Email: ohml@stanford.edu
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Sub-Investigator:
- Yunji Park, Ph.D.
-
-
Participation Criteria
Eligibility Criteria
Eligibility Criteria
Ages Eligible for Study
Accepts Healthy Volunteers
Description
Inclusion Criteria:
- 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
Exclusion Criteria:
- 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 Plan
How is the study designed?
Design Details
- Primary Purpose: Treatment
- Allocation: Randomized
- Interventional Model: Parallel Assignment
- Masking: None (Open Label)
Number of Arms
Arms and Interventions
Participant Group / ArmParticipant Group / Arm |
Intervention / TreatmentIntervention / Treatment |
|---|---|
|
Experimental: Integrative Symbolic Non-Symbolic (iSNS) Training
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.
|
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. |
|
Active Comparator: Active Comparator: Active Control Intervention (Working Memory Training)
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.
|
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. |
What is the study measuring?
Primary Outcome Measures
Primary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Change from baseline in symbolic number comparison task performance (reaction time)
Time Frame: Baseline and post-intervention (after 6 weeks)
|
Performance will be measured by children's reaction time (milliseconds) on symbolic number comparison task
|
Baseline and post-intervention (after 6 weeks)
|
|
Change from baseline in symbolic number comparison task performance (accuracy)
Time Frame: Baseline and post-intervention (after 6 weeks)
|
Performance will be measured by children's accuracy (% trials correct) on symbolic number comparison task
|
Baseline and post-intervention (after 6 weeks)
|
|
Change from baseline in non-symbolic number comparison task performance (reaction time)
Time Frame: Baseline and post-intervention (after 6 weeks)
|
Performance will be measured by children's reaction time (milliseconds) on non-symbolic number comparison task
|
Baseline and post-intervention (after 6 weeks)
|
|
Change from baseline in non-symbolic number comparison task performance (accuracy)
Time Frame: Baseline and post-intervention (after 6 weeks)
|
Performance will be measured by children's accuracy (% trials correct) on non-symbolic number comparison task
|
Baseline and post-intervention (after 6 weeks)
|
|
Change from baseline in latent cognitive measures of symbolic number comparison task performance (drift rate)
Time Frame: Baseline and post-intervention (after 6 weeks)
|
Latent cognitive processing will be measured by drift rate from children's symbolic number comparison task performance
|
Baseline and post-intervention (after 6 weeks)
|
|
Change from baseline in latent cognitive measures of symbolic number comparison task performance (post-error adjustment)
Time Frame: 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
|
Baseline and post-intervention (after 6 weeks)
|
|
Change from baseline in latent cognitive measures of non-symbolic number comparison task performance (drift rate)
Time Frame: 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
|
Baseline and post-intervention (after 6 weeks)
|
|
Change from baseline in latent cognitive measures of non-symbolic number comparison task performance (post-error adjustment)
Time Frame: 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
|
Baseline and post-intervention (after 6 weeks)
|
|
Change from baseline in brain activation during symbolic number comparison task performance
Time Frame: 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.
|
Baseline and post-intervention (after 6 weeks)
|
|
Change from baseline in brain activation during non-symbolic number comparison task performance
Time Frame: 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.
|
Baseline and post-intervention (after 6 weeks)
|
Secondary Outcome Measures
Secondary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Change from baseline in symbolic addition task performance (reaction time)
Time Frame: Baseline and post-intervention (after 6 weeks)
|
Performance will be measured by children's reaction time (milliseconds) on symbolic addition task
|
Baseline and post-intervention (after 6 weeks)
|
|
Change from baseline in symbolic addition task performance (accuracy)
Time Frame: Baseline and post-intervention (after 6 weeks)
|
Performance will be measured by children's accuracy (% trials correct) on symbolic addition task
|
Baseline and post-intervention (after 6 weeks)
|
Collaborators and Investigators
Sponsor
Sponsor
Collaborators
Collaborators
Study record dates
Study Major Dates
Study Start (Actual)
Study Start
Primary Completion (Estimated)
Primary Completion
Study Completion (Estimated)
Study Completion
Study Registration Dates
First Submitted
First Submitted
First Submitted That Met QC Criteria
First Submitted That Met QC Criteria
First Posted (Actual)
First Posted
Study Record Updates
Last Update Posted (Estimated)
Last Update Posted
Last Update Submitted That Met QC Criteria
Last Update Submitted That Met QC Criteria
Last Verified
Last Verified
More Information
Terms related to this study
Keywords
Additional Relevant MeSH Terms
- Neurologic Manifestations
- Nervous System Diseases
- Mental Disorders
- Neurobehavioral Manifestations
- Neurocognitive Disorders
- Neurodevelopmental Disorders
- Communication Disorders
- Specific Learning Disorder
- Cognitive Dysfunction
- Developmental Disabilities
- Learning Disabilities
- Cognition Disorders
- Dyscalculia
Other Study ID Numbers
Other Study ID Numbers
- 62479
- 2R01HD059205-11A1 (U.S. NIH Grant/Contract)
- SPO #42749 (Other Grant/Funding Number: Stanford Sponsored Projects Number)
Plan for Individual participant data (IPD)
Plan to Share Individual Participant Data (IPD)?
Drug and device information, study documents
Studies a U.S. FDA-regulated drug product
Studies a U.S. FDA-regulated device product
product manufactured in and exported from the U.S.
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