ArticleJournal of vision2021
Rapid saccadic categorization of other-race faces.
Article in Journal of vision, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
What it found
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Who cites it
9 citing papers in PubMed, 12 citations in OpenAlex.
- Frequency-tagged EEG reveals category-selective responses to face race.Social cognitive and affective neuroscience · 2026Article
- Does radial bias contribute to fast saccades toward faces in the periphery?Journal of vision · 2025Article
- Unconscious processing of facial race and emotional information.BMC psychology · 2025Article
- Prosopagnosia and the role of face-sensitive areas in race perception.Scientific reports · 2025Article
- Diverse Face Images (DFI): Validated for racial representation and eye gaze.Behavior research methods · 2024Article
- Idiosyncratic fixation patterns generalize across dynamic and static facial expression recognition.Scientific reports · 2024Article
- The speed of race.Social cognitive and affective neuroscience · 2024Article
- A perceptual field test in object experts using gaze-contingent eye tracking.Scientific reports · 2023Article
- Race categorization in noise.i-Perception · 2022Article
Corrections and comments
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Authors and funding
6 authors at 3 institutions in 4 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The human visual system is very fast and efficient at extracting socially relevant information from faces. Visual studies employing foveated faces have consistently reported faster categorization by race response times for other-race compared with same-race faces. However, in everyday life we typically encounter faces outside the foveated visual field. In study 1, we explored whether and how race is categorized extrafoveally in same- and other-race faces normalized for low-level properties by tracking eye movements of Western Caucasian and East Asian observers in a saccadic response task. The results show that not only are people sensitive to race in faces presented outside of central vision, but the speed advantage in categorizing other-race faces occurs astonishingly quickly in as little as 200 ms. Critically, this visual categorization process was approximately 300 ms faster than the typical button press responses on centrally presented foveated faces. Study 2 investigated the genesis of the extrafoveal saccadic response speed advantage by comparing the influences of the response modality (button presses and saccadic responses), as well as the potential contribution of the impoverished low-spatial frequency spectrum characterizing extrafoveal visual information processing. Button press race categorization was not significantly faster with reconstructed retinal-filtered low spatial frequency faces, regardless of the visual field presentation. The speed of race categorization was significantly boosted only by extrafoveal saccades and not centrally foveated faces. Race is a potent, rapid, and effective visual signal transmitted by faces used for the categorization of ingroup/outgroup members. This fast universal visual categorization can occur outside central vision, igniting a cascade of social processes.
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Registered trials
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.