4.7 Article

Development of Brain Systems for Nonsymbolic Numerosity and the Relationship to Formal Math Academic Achievement

Journal

HUMAN BRAIN MAPPING
Volume 36, Issue 2, Pages 804-826

Publisher

WILEY
DOI: 10.1002/hbm.22666

Keywords

child development; adolescent development; academic achievement; mathematics; functional magnetic resonance imaging; cognition; behavior; number sense; numerosity

Funding

  1. National Institute of Child Health and Human Development [R24 HD075489]

Ask authors/readers for more resources

A central question in cognitive and educational neuroscience is whether brain operations supporting nonlinguistic intuitive number sense (numerosity) predict individual acquisition and academic achievement for symbolic or formal math knowledge. Here, we conducted a developmental functional magnetic resonance imaging (MRI) study of nonsymbolic numerosity task performance in 44 participants including 14 school age children (6-12 years old), 14 adolescents (13-17 years old), and 16 adults and compared a brain activity measure of numerosity precision to scores from the Woodcock-Johnson III Broad Math index of math academic achievement. Accuracy and reaction time from the numerosity task did not reliably predict formal math achievement. We found a significant positive developmental trend for improved numerosity precision in the parietal cortex and intraparietal sulcus specifically. Controlling for age and overall cognitive ability, we found a reliable positive relationship between individual math achievement scores and parietal lobe activity only in children. In addition, children showed robust positive relationships between math achievement and numerosity precision within ventral stream processing areas bilaterally. The pattern of results suggests a dynamic developmental trajectory for visual discrimination strategies that predict the acquisition of formal math knowledge. In adults, the efficiency of visual discrimination marked by numerosity acuity in ventral occipital-temporal cortex and hippocampus differentiated individuals with better or worse formal math achievement, respectively. Overall, these results suggest that two different brain systems for nonsymbolic numerosity acuity may contribute to individual differences in math achievement and that the contribution of these systems differs across development. Hum Brain Mapp 36:804-826, 2015. (c) 2014 Wiley Periodicals, Inc.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.7
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

Review Behavioral Sciences

On the genesis of spatial-numerical associations: Evolutionary and cultural factors co-construct the mental number line

Elizabeth Y. Toomarian, Edward M. Hubbard

NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS (2018)

Article Neurosciences

Cerebral blood volume changes during the BOLD post-stimulus undershoot measured with a combined normoxia/hyperoxia method

Eulanca Y. Liu, Frank Haist, David J. Dubowitz, Richard B. Buxton

NEUROIMAGE (2019)

Editorial Material Behavioral Sciences

A SNARC in the mind or in the hand? A response to Shaki & Fischer

Elizabeth Y. Toomarian, Edward M. Hubbard

NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS (2020)

Article Neurosciences

The potential for gas-free measurements of absolute oxygen metabolism during both baseline and activation states in the human brain

Eulanca Y. Liu, Jia Guo, Aaron B. Simon, Frank Haist, David J. Dubowitz, Richard B. Buxton

NEUROIMAGE (2020)

Article Clinical Neurology

Cognitive functions mediate the effect of preterm birth on mathematics skills in young children

Julia Anna Adrian, Roger Bakeman, Natacha Akshoomoff, Frank Haist

CHILD NEUROPSYCHOLOGY (2020)

Article Neurosciences

Baseline brain function in the preadolescents of the ABCD Study

B. Chaarani, S. Hahn, N. Allgaier, S. Adise, M. M. Owens, A. C. Juliano, D. K. Yuan, H. Loso, A. Ivanciu, M. D. Albaugh, J. Dumas, S. Mackey, J. Laurent, M. Ivanova, D. J. Hagler, M. D. Cornejo, S. Hatton, A. Agrawal, L. Aguinaldo, L. Ahonen, W. Aklin, A. P. Anokhin, J. Arroyo, S. Avenevoli, D. Babcock, K. Bagot, F. C. Baker, M. T. Banich, D. M. Barch, H. Bartsch, A. Baskin-Sommers, J. M. Bjork, D. Blachman-Demner, M. Bloch, R. Bogdan, S. Y. Bookheimer, F. Breslin, S. Brown, F. J. Calabro, V Calhoun, B. J. Casey, L. Chang, D. B. Clark, C. Cloak, R. T. Constable, K. Constable, R. Corley, L. B. Cottler, S. Coxe, R. K. Dagher, A. M. Dale, M. Dapretto, R. Delcarmen-Wiggins, A. S. Dick, E. K. Do, N. U. F. Dosenbach, G. J. Dowling, S. Edwards, T. M. Ernst, D. A. Fair, C. C. Fan, E. Feczko, S. W. Feldstein-Ewing, P. Florsheim, J. J. Foxe, E. G. Freedman, N. P. Friedman, S. Friedman-Hill, B. F. Fuemmeler, A. Galvan, D. G. Gee, J. Giedd, M. Glantz, P. Glaser, J. Godino, M. Gonzalez, R. Gonzalez, S. Grant, K. M. Gray, F. Haist, M. P. Harms, S. Hawes, A. C. Heath, S. Heeringa, M. M. Heitzeg, R. Hermosillo, M. M. Herting, J. M. Hettema, J. K. Hewitt, C. Heyser, E. Hoffman, K. Howlett, R. S. Huber, M. A. Huestis, L. W. Hyde, W. G. Iacono, M. A. Infante, O. Irfanoglu, A. Isaiah, S. Iyengar, J. Jacobus, R. James, B. Jean-Francois, T. Jernigan, N. R. Karcher, A. Kaufman, B. Kelley, B. Kit, A. Ksinan, J. Kuperman, A. R. Laird, C. Larson, K. LeBlanc, C. Lessov-Schlagger, N. Lever, D. A. Lewis, K. Lisdahl, A. R. Little, M. Lopez, M. Luciana, B. Luna, P. A. Madden, H. H. Maes, C. Makowski, A. T. Marshall, M. J. Mason, J. Matochik, B. D. McCandliss, E. McGlade, I Montoya, G. Morgan, A. Morris, C. Mulford, P. Murray, B. J. Nagel, M. C. Neale, G. Neigh, A. Nencka, A. Noronha, S. J. Nixon, C. E. Palmer, V Pariyadath, M. P. Paulus, W. E. Pelham, D. Pfefferbaum, C. Pierpaoli, A. Prescot, D. Prouty, L. Puttler, N. Rajapaske, K. M. Rapuano, G. Reeves, P. F. Renshaw, M. C. Riedel, P. Rojas, M. de la Rosa, M. D. Rosenberg, M. J. Ross, M. Sanchez, C. Schirda, D. Schloesser, J. Schulenberg, K. J. Sher, C. Sheth, P. D. Shilling, W. K. Simmons, E. R. Sowell, N. Speer, M. Spittel, L. M. Squeglia, C. Sripada, J. Steinberg, C. Striley, M. T. Sutherland, J. Tanabe, S. F. Tapert, W. Thompson, R. L. Tomko, K. A. Uban, S. Vrieze, N. E. Wade, R. Watts, S. Weiss, B. A. Wiens, O. D. Williams, A. Wilbur, D. Wing, D. Wolff-Hughes, R. Yang, D. A. Yurgelun-Todd, R. A. Zucker, A. Potter, H. P. Garavan

Summary: The ABCD Study is a 10-year longitudinal study aiming to track neurodevelopment and individual differences in brain function. Activation patterns from three different fMRI tasks completed at baseline were reported, showing robust brain activations consistent with previous literature.

NATURE NEUROSCIENCE (2021)

Article Substance Abuse

Substance use patterns in 9-10 year olds: Baseline findings from the adolescent brain cognitive development (ABCD) study

Krista M. Lisdahl, Susan Tapert, Kenneth J. Sher, Raul Gonzalez, Sara Jo Nixon, Sarah W. Feldstein Ewing, Kevin P. Conway, Alex Wallace, Ryan Sullivan, Kelah Hatcher, Christine Kaiver, Wes Thompson, Chase Reuter, Hauke Bartsch, Natasha E. Wade, Joanna Jacobus, M. D. Albaugh, N. Allgaier, A. P. Anokhin, K. Bagot, F. C. Baker, M. T. Banich, D. M. Barch, A. Baskin-Sommers, F. J. Breslin, S. A. Brown, V Calhoun, B. J. Casey, B. Chaarani, L. Chang, D. B. Clark, C. Cloak, R. T. Constable, L. B. Cottler, R. K. Dagher, M. Dapretto, A. Dick, E. K. Do, N. U. F. Dosenbach, G. J. Dowling, D. A. Fair, P. Florsheim, J. J. Foxe, E. G. Freedman, N. P. Friedman, H. P. Garavan, D. G. Gee, M. D. Glantz, P. Glaser, M. R. Gonzalez, K. M. Gray, S. Grant, F. Haist, S. Hawes, S. G. Heeringa, R. Hermosillo, M. M. Herting, J. M. Hettema, J. K. Hewitt, C. Heyser, E. A. Hoffman, K. D. Howlett, R. S. Huber, M. A. Huestis, L. W. Hyde, W. G. Iacono, A. Isaiah, M. Y. Ivanova, R. S. James, T. L. Jernigan, N. R. Karcher, J. M. Kuperman, A. R. Laird, C. L. Larson, K. H. LeBlanc, M. F. Lopez, M. Luciana, B. Luna, H. H. Maes, A. T. Marshall, M. J. Mason, E. McGlade, A. S. Morris, C. Mulford, B. J. Nagel, G. Neigh, C. E. Palmer, M. P. Paulus, D. Pecheva, D. Prouty, A. Potter, L. Puttler, N. Rajapakse, J. M. Ross, M. Sanchez, C. Schirda, J. Schulenberg, C. Sheth, P. D. Shilling, E. R. Sowell, N. Speer, L. Squeglia, C. Sripada, J. Steinberg, M. T. Sutherland, R. Tomko, K. Uban, S. Vrieze, S. R. B. Weiss, D. Wing, D. A. Yurgelun-Todd, R. A. Zucker, Mary M. Heitzeg

Summary: The ABCD Study found that most 9-10 year olds had used caffeine, with a portion also experimenting with alcohol, and very rare use of other substances. Variables linked with early childhood alcohol sipping and caffeine use were associated with demographic factors, externalizing symptoms, and parental history of alcohol misuse.

DRUG AND ALCOHOL DEPENDENCE (2021)

Article Neurosciences

Meaningful associations in the adolescent brain cognitive development study

Anthony Steven Dick, Daniel A. Lopez, Ashley L. Watts, Steven Heeringa, Chase Reuter, Hauke Bartsch, Chun Chieh Fan, David N. Kennedy, Clare Palmer, Andrew Marshall, Frank Haist, Samuel Hawes, Thomas E. Nichols, Deanna M. Barch, Terry L. Jernigan, Hugh Garavan, Steven Grant, Vani Pariyadath, Elizabeth Hoffman, Michael Neale, Elizabeth A. Stuart, Martin P. Paulus, Kenneth J. Sher, Wesley K. Thompson

Summary: The ABCD Study is the largest longitudinal study in the United States focusing on neurodevelopment and children's health, with aims to explore adolescent brain cognitive development through assessments covering various aspects like mental health, substance use, culture, environment, neurocognition, and genetics. Recruiting approximately 11,880 children aged 9-10 and their parents/guardians, the study will involve annual in-person visits for at least 10 years. The data collected will be utilized for meaningful associations, population inferences, hypothesis testing, power and precision evaluations, and best practices in reproducible research and reporting results.

NEUROIMAGE (2021)

Article Pediatrics

A Comprehensive Overview of the Physical Health of the Adolescent Brain Cognitive Development Study Cohort at Baseline

Clare E. Palmer, Chandni Sheth, Andrew T. Marshall, Shana Adise, Fiona C. Baker, Linda Chang, Duncan B. Clark, Clarisa Coronado, Rada K. Dagher, Vanessa Diaz, Gayathri J. Dowling, Marybel R. Gonzalez, Frank Haist, Megan M. Herting, Rebekah S. Huber, Terry L. Jernigan, Kimberly LeBlanc, Karen Lee, Krista M. Lisdahl, Gretchen Neigh, Megan W. Patterson, Perry Renshaw, Kyung E. Rhee, Susan Tapert, Wesley K. Thompson, Kristina Uban, Elizabeth R. Sowell, Deborah Yurgelun-Todd

Summary: The study emphasizes the importance of physical health in childhood for neurobiological and overall development, following almost 12,000 youth in the ABCD study to investigate brain development and health. It aims to compare physical health measures from the ABCD cohort with current normative data and clinical guidelines, potentially supporting clinical recommendations and informing national standards of physical health.

FRONTIERS IN PEDIATRICS (2021)

Article Neurosciences

Substance use onset in high-risk 9-13 year-olds in the ABCD study

Natasha E. Wade, Susan F. Tapert, Krista M. Lisdahl, Marilyn A. Huestis, Frank Haist

Summary: The aim of this study is to compare objective hair toxicology results with self-reported substance use in high-risk youth. The results showed that 10% of hair samples from high-risk 9-13 year-olds tested positive for at least one unreported substance.

NEUROTOXICOLOGY AND TERATOLOGY (2022)

Article Psychology, Developmental

Age-related changes and longitudinal stability of individual differences in ABCD Neurocognition measures

Andrey P. Anokhin, Monica Luciana, Marie Banich, Deanna Barch, James M. Bjork, Marybel R. Gonzalez, Raul Gonzalez, Frank Haist, Joanna Jacobus, Krista Lisdahl, Erin McGlade, Bruce McCandliss, Bonnie Nagel, Saro Jo Nixon, Susan Tapert, James T. Kennedy, Wesley Thompson

Summary: Temporal stability of individual differences is important for understanding the relationship between neurocognition and behavioral outcomes. This study found that some measures showed good stability despite age-related changes, suggesting they could be used as potential predictors. However, caution is needed when interpreting longitudinal changes due to potential confounding factors like practice effects and differences in baseline and follow-up procedures.

DEVELOPMENTAL COGNITIVE NEUROSCIENCE (2022)

Article Clinical Neurology

Longitudinal Structural and Diffusion-Weighted Neuroimaging of Young Children Born Preterm

Julia Adrian, Carolyn Sawyer, Roger Bakeman, Frank Haist, Natacha Akshoomoff

Summary: This longitudinal cohort study found that preterm birth is associated with differences in subcortical gray and white matter volumes, as well as white matter tract diffusivity measures. Furthermore, these differences persist throughout early childhood. Therefore, preterm birth has a lasting impact on brain development in children, even in the absence of significant neonatal brain injury.

PEDIATRIC NEUROLOGY (2023)

Article Psychology, Clinical

Concordance between substance use self-report and hair analysis in community-based adolescents

Natasha E. Wade, Ryan M. Sullivan, Susan F. Tapert, William E. Pelham, Marilyn A. Huestis, Krista M. Lisdahl, Frank Haist

Summary: Accurate drug use identification in youth is important for determining substance use consequences. This study assessed the consistency between self-reported substance use and hair toxicological analysis in community-based adolescents. Results showed low concordance between self-report and hair results, indicating the need for multiple methods to accurately characterize substance use in youth.

AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE (2023)

Article Neurosciences

Atypical Relationships Between Spontaneous EEG and fMRI Activity in Autism

Lisa E. Mash, Brandon Keehn, Annika C. Linke, Thomas T. Liu, Jonathan L. Helm, Frank Haist, Jeanne Townsend, Ralph-Axel Muller

BRAIN CONNECTIVITY (2020)

Article Psychology, Experimental

Implicit and explicit spatial-numerical representations diverge in number-form synesthetes

Elizabeth Y. Toomarian, Radhika S. Gosavi, Edward M. Hubbard

CONSCIOUSNESS AND COGNITION (2019)

No Data Available