ArticlePsychonomic bulletin & review2021
Do estimates of numerosity really adhere to Weber's law? A reexamination of two case studies.
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.
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Who cites it
10 citing papers in PubMed.
- Quantity Estimation by Repeated Comparative Judgments.Cognitive science · 2026Article
- Endogenous precision of the number sense.eLife · 2026Article
- The "Crowd Size Illusion" and the Relativity of Number Perception.Cognitive science · 2025Article
- Efficient numerosity estimation under limited time.PLoS computational biology · 2025Article
- A novel behavioral paradigm reveals the nature of confidence computation in multi-alternative perceptual decision making.Research square · 2024Article
- Perceiving depth and motion in depth from successive occlusion.Journal of vision · 2023Article
- Numerical discrimination in Drosophila melanogaster.Cell reports · 2023Article
- Underestimation of the number of hidden objects.Journal of vision · 2023Article
- Learning Numerosity Representations with Transformers: Number Generation Tasks and Out-of-Distribution Generalization.Entropy (Basel, Switzerland) · 2021Article
- The relative salience of numerical and non-numerical dimensions shifts over development: A re-analysis of.Cognition · 2021Article
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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.
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