The bibliographic entry was discovered and compiled by a machine, and published without a person checking it against the publication. The publication itself is the authors' own work — this badge says nothing about it.

Number sense across the lifespan as revealed by a massive Internet-based sample

The work

AuthorsJustin Halberda; Ryan Ly; Jeremy Bennet Wilmer; Daniel Q. Naiman; Laura Thi Germine
Editors
Typearticle
Year2012
Citekeyhalberda2012number

Where it appeared

Published inProceedings of the National Academy of Sciences
PublisherNational Academy of Sciences
Volume109
Issue28
Pages11116--11120

Identifiers

DOI10.1073/pnas.1200196109
OpenAlexW1967654316

From OpenAlex, which stores abstracts as an index of words and their positions: what is shown is rebuilt from that, and reads fluently whether or not it is what the author wrote.

Abstract

It has been difficult to determine how cognitive systems change over the grand time scale of an entire life, as few cognitive systems are well enough understood; observable in infants, adolescents, and adults; and simple enough to measure to empower comparisons across vastly different ages. Here we address this challenge with data from more than 10,000 participants ranging from 11 to 85 years of age and investigate the precision of basic numerical intuitions and their relation to students' performance in school mathematics across the lifespan. We all share a foundational number sense that has been observed in adults, infants, and nonhuman animals, and that, in humans, is generated by neurons in the intraparietal sulcus. Individual differences in the precision of this evolutionarily ancient number sense may impact school mathematics performance in children; however, we know little of its role beyond childhood. Here we find that population trends suggest that the precision of one's number sense improves throughout the school-age years, peaking quite late at ∼30 y. Despite this gradual developmental improvement, we find very large individual differences in number sense precision among people of the same age, and these differences relate to school mathematical performance throughout adolescence and the adult years. The large individual differences and prolonged development of number sense, paired with its consistent and specific link to mathematics ability across the age span, hold promise for the impact of educational interventions that target the number sense.

How it got here

How it got hereagent via openalex
Added2026-10-29 08:43 UTC
Not denied bya person 2026-10-29 17:12 UTC

Filed under

pnas

Cite it as

@article{halberda2012number,
  title        = {Number sense across the lifespan as revealed by a massive Internet-based sample},
  author       = {Justin Halberda and Ryan Ly and Jeremy Bennet Wilmer and Daniel Q. Naiman and Laura Thi Germine},
  year         = {2012},
  journal      = {Proceedings of the National Academy of Sciences},
  publisher    = {National Academy of Sciences},
  volume       = {109},
  number       = {28},
  pages        = {11116--11120},
  doi          = {10.1073/pnas.1200196109},
}

This record lives at https://refs.drheap.org/halberda2012number/ and will keep doing so.