Evidence map›Paper›PMID 32949010›Full record

ArticlePsychonomic bulletin & review2021

Do estimates of numerosity really adhere to Weber's law? A reexamination of two case studies.

Alberto Testolin, James L McClelland

Abstract read
In one paragraph

Article in Psychonomic bulletin & review, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

10 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Efficient numerosity estimation under limited time.PLoS computational biology · 2025
    Article
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  6. Article
  7. Article
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4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

2 authors.

Alberto TestolinDepartment of General Psychology, University of Padova, Via Venezia 12, 35131, Padova, Italy. alberto.testolin@unipd.it.ORCID http://orcid.org/0000-0001-7062-4861
James L McClellandDepartment of Psychology, Stanford University, Stanford, CA, 94305, USA. jlmcc@stanford.edu.

Funding

Università degli Studi di Padova DEEPMATH
6 · The paper itself

Abstract

Both humans and nonhuman animals can exhibit sensitivity to the approximate number of items in a visual array or events in a sequence, and across various paradigms, uncertainty in numerosity judgments increases with the number estimated or produced. The pattern of increase is usually described as exhibiting approximate adherence to Weber's law, such that uncertainty increases proportionally to the mean estimate, resulting in a constant coefficient of variation. Such a pattern has been proposed to be a signature characteristic of an innate "number sense." We reexamine published behavioral data from two studies that have been cited as prototypical evidence of adherence to Weber's law and observe that in both cases variability increases less than this account would predict, as indicated by a decreasing coefficient of variation with an increase in number. We also consider evidence from numerosity discrimination studies that show deviations from the constant coefficient of variation pattern. Though behavioral data can sometimes exhibit approximate adherence to Weber's law, our findings suggest that such adherence is not a fixed characteristic of the mechanisms whereby humans and animals estimate numerosity. We suggest instead that the observed pattern of increase in variability with number depends on the circumstances of the task and stimuli, and reflects an adaptive ensemble of mechanisms composed to optimize performance under these circumstances.

Indexed as

JudgmentMathematical ConceptsPsychological TheoryUncertaintyVisual PerceptionAnimalsHumansTask Performance and AnalysisApproximate number systemCoefficient of variation: Numerosity estimationScalar variabilityWeber’s law

Identifiers

PMID32949010
PMCPMC7870758

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