Virtual Reality as an Innovative Tool for Numerosity Perception

Numeracy, the ability to use basic mathematical skills in everyday life, is essential in modern society. Recent studies have shown a connection between numeracy and visual numerosity perception, yet traditional 2D screen-based assessment methods often lack ecological validity and participant engagement. This study evaluates the viability of conducting numerosity estimation tasks in virtual reality (VR) and to determine whether hallmarks of numerosity processing, typically observed in laboratory settings, can be replicated in immersive environments. Six participants completed a psychophysical evaluation in VR, comparing the numerosity of visual stimuli consisting of two sets of spheres. The VR experiment successfully replicated two distinctive patterns found in traditional psychophysical studies: increased precision and decreased response times at high numerosities. Specifically, Weber fractions drop by approximately a factor of two, with values ranging from ~15% for low and intermediate conditions to ~8% in high numerosities, and response times decreases from ~663 ms for low numerosities to ~593 ms for high numerosities. These findings highlight that VR can be effectively used for numerosity estimation tasks, providing a controlled and immersive environment that traditional methods cannot achieve, while significantly expanding methodological possibilities in psychophysical research.

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Publication Details

Journal
Applied Sciences
Published
2025-04-03
DOI
https://doi.org/10.3390/app15073976
Primary Topic
Augmented Reality Applications
Type
article
Field-Weighted Citation Impact
0.00

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article

Virtual Reality as an Innovative Tool for Numerosity Perception

Giovanni Anobile, Beatrice Aruanno, Monica Bordegoni, Guido Marco Cicchini et al.
Applied Sciences
Augmented Reality Applications
article

Virtual Reality as an Innovative Tool for Numerosity Perception

Giovanni Anobile, Beatrice Aruanno, Monica Bordegoni, Guido Marco Cicchini, Armando Viviano Razionale
article en

Abstract

Numeracy, the ability to use basic mathematical skills in everyday life, is essential in modern society. Recent studies have shown a connection between numeracy and visual numerosity perception, yet traditional 2D screen-based assessment methods often lack ecological validity and participant engagement. This study evaluates the viability of conducting numerosity estimation tasks in virtual reality (VR) and to determine whether hallmarks of numerosity processing, typically observed in laboratory settings, can be replicated in immersive environments. Six participants completed a psychophysical evaluation in VR, comparing the numerosity of visual stimuli consisting of two sets of spheres. The VR experiment successfully replicated two distinctive patterns found in traditional psychophysical studies: increased precision and decreased response times at high numerosities. Specifically, Weber fractions drop by approximately a factor of two, with values ranging from ~15% for low and intermediate conditions to ~8% in high numerosities, and response times decreases from ~663 ms for low numerosities to ~593 ms for high numerosities. These findings highlight that VR can be effectively used for numerosity estimation tasks, providing a controlled and immersive environment that traditional methods cannot achieve, while significantly expanding methodological possibilities in psychophysical research.

Applied SciencesVol. 15(7)
University of Pisa (IT), Neuroscience Institute (IT), University of Florence (IT), Politecnico di Milano (IT)
Università di Pisa
Openalex Percentile: Top 95%
Augmented Reality Applications
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Virtual Reality as an Innovative Tool for Numerosity Perception — Giovanni Anobile, Beatrice Aruanno, et al. · Applied Sciences (2025) | TGRS Research Map | TGRS