Evidence map›Paper›PMID 37540179›Full record

ArticleJournal of vision2023

The Bouma law accounts for crowding in 50 observers.

Jan W Kurzawski, Augustin Burchell, Darshan Thapa, Jonathan Winawer, Najib J Majaj, Denis G Pelli

Abstract read
In one paragraph

Article in Journal of vision, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.

0numbers the graph read from it
0cells of the map it votes in
17citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

17 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Visual adaptation stronger at the horizontal than the vertical meridian: Linking performance with V1 cortical surface area.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  8. Review
  9. Article
  10. Human V4 size predicts crowding distance.Nature communications · 2025
    Article
  11. Article
  12. Article
  13. Presaccadic preview shapes postsaccadic processing more where perception is poor.Proceedings of the National Academy of Sciences of the United States of America · 2024
    Article
  14. Article
  15. Do microsaccades vary with discriminability around the visual field?bioRxiv : the preprint server for biology · 2024
    Article
  16. Rapid assessment of peripheral visual crowding.Frontiers in neuroscience · 2024
    Article
  17. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Jan W KurzawskiDepartment of Psychology, New York University, New York, NY, USA.
Augustin BurchellCognitive Science & Computer Science, Swarthmore College, Swarthmore, PA, USA.
Darshan ThapaCenter for Neural Science, New York University, New York, NY, USA.
Jonathan WinawerDepartment of Psychology, New York University, New York, NY, USA.
Najib J MajajCenter for Neural Science, New York University, New York, NY, USA.
Denis G PelliDepartment of Psychology, New York University, New York, NY, USA.

Funding

Vision Core Grant- Design and Fabrication ModuleP30EY013079 · NEI · NEW YORK UNIVERSITY · PI ANGELAKI, DORA · 2000 to 2025
$14.2M
Linking brain and behavior 'around' the visual fieldR01EY027401 · NEI · NEW YORK UNIVERSITY · PI CARRASCO, MARISA, WINAWER, JONATHAN A · 2017 to 2025
$2.9M
Development of visual object recognitionR01EY031446 · NEI · NEW YORK UNIVERSITY · PI MAJAJ, NAJIB JUDEH · 2020 to 2023
$1.5M
Studying crowding as a window into object recognition and development and health of visual cortexR01EY027964 · NEI · NEW YORK UNIVERSITY · PI PELLI, DENIS G · 2018 to 2020
$1.2M
NEI NIH HHS P30 EY013079NEI NIH HHS R01 EY027401NEI NIH HHS R01 EY027964NEI NIH HHS R01 EY031446
6 · The paper itself

Abstract

Crowding is the failure to recognize an object due to surrounding clutter. Our visual crowding survey measured 13 crowding distances (or "critical spacings") twice in each of 50 observers. The survey includes three eccentricities (0, 5, and 10 deg), four cardinal meridians, two orientations (radial and tangential), and two fonts (Sloan and Pelli). The survey also tested foveal acuity, twice. Remarkably, fitting a two-parameter model-the well-known Bouma law, where crowding distance grows linearly with eccentricity-explains 82% of the variance for all 13 × 50 measured log crowding distances, cross-validated. An enhanced Bouma law, with factors for meridian, crowding orientation, target kind, and observer, explains 94% of the variance, again cross-validated. These additional factors reveal several asymmetries, consistent with previous reports, which can be expressed as crowding-distance ratios: 0.62 horizontal:vertical, 0.79 lower:upper, 0.78 right:left, 0.55 tangential:radial, and 0.78 Sloan-font:Pelli-font. Across our observers, peripheral crowding is independent of foveal crowding and acuity. Evaluation of the Bouma factor, b (the slope of the Bouma law), as a biomarker of visual health would be easier if there were a way to compare results across crowding studies that use different methods. We define a standardized Bouma factor b' that corrects for differences from Bouma's 25 choice alternatives, 75% threshold criterion, and linearly symmetric flanker placement. For radial crowding on the right meridian, the standardized Bouma factor b' is 0.24 for this study, 0.35 for Bouma (1970), and 0.30 for the geometric mean across five representative modern studies, including this one, showing good agreement across labs, including Bouma's. Simulations, confirmed by data, show that peeking can skew estimates of crowding (e.g., greatly decreasing the mean or doubling the SD of log b). Using gaze tracking to prevent peeking, individual differences are robust, as evidenced by the much larger 0.08 SD of log b across observers than the mere 0.03 test-retest SD of log b measured in half an hour. The ease of measurement of crowding enhances its promise as a biomarker for dyslexia and visual health.

Indexed as

DyslexiaPattern Recognition, VisualComplement Factor BCrowdingHumansComplement Factor B

Identifiers

PMID37540179
PMCPMC10408772

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.