Unravelling the small number bias: the role of pseudoneglect and frequency of use in random number generation

When asked to produce random numbers individuals generate more small numbers than large ones, a phenomenon known as "Small Number Bias" (SNB; Loetscher & Brugger, 2007). This bias has been associated with a spatial preference known as "pseudoneglect," where attention is biased towards the left side of the mental number line during numerical processing (Loetscher & Brugger, 2009). Another potential explanation for SNB is the higher frequency of use of small compared to large numbers in daily life (Dehaene & Mehler, 1992). This study aims to determine which of these two explanations better accounts for SNB. Participants were asked to generate random numbers from 1 to 12 while viewing either a regular or an inverted clockface. On a regular clockface smaller numbers are on the right, whereas on an inverted clockface they are on the left. Both theories predict SNB for the inverted clockface. However, for the regular clockface, frequency of use would predict SNB, while pseudoneglect would predict a bias towards larger numbers. Results showed SNB in the inverted clockface condition, but no bias in the regular clockface condition. These findings suggest that SNB arises when pseudoneglect and frequency of use align but is absent when they conflict. Overall, the results indicate that both pseudoneglect and frequency of use contribute to SNB in some degrees.

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Publication Details

Journal
Psychological Research
Published
2025-03-25
DOI
https://doi.org/10.1007/s00426-025-02101-8
Primary Topic
Cognitive and developmental aspects of mathematical skills
Type
article
Field-Weighted Citation Impact
0.00

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article

Unravelling the small number bias: the role of pseudoneglect and frequency of use in random number generation

Mauro Murgia, Serena Mingolo, Valter Prpić, Tiziano Agostini et al.
Psychological Research
Cognitive and developmental aspects of mathematical skills
article

Unravelling the small number bias: the role of pseudoneglect and frequency of use in random number generation

Mauro Murgia, Serena Mingolo, Valter Prpić, Tiziano Agostini, Alberto Mariconda
article en

Abstract

When asked to produce random numbers individuals generate more small numbers than large ones, a phenomenon known as "Small Number Bias" (SNB; Loetscher & Brugger, 2007). This bias has been associated with a spatial preference known as "pseudoneglect," where attention is biased towards the left side of the mental number line during numerical processing (Loetscher & Brugger, 2009). Another potential explanation for SNB is the higher frequency of use of small compared to large numbers in daily life (Dehaene & Mehler, 1992). This study aims to determine which of these two explanations better accounts for SNB. Participants were asked to generate random numbers from 1 to 12 while viewing either a regular or an inverted clockface. On a regular clockface smaller numbers are on the right, whereas on an inverted clockface they are on the left. Both theories predict SNB for the inverted clockface. However, for the regular clockface, frequency of use would predict SNB, while pseudoneglect would predict a bias towards larger numbers. Results showed SNB in the inverted clockface condition, but no bias in the regular clockface condition. These findings suggest that SNB arises when pseudoneglect and frequency of use align but is absent when they conflict. Overall, the results indicate that both pseudoneglect and frequency of use contribute to SNB in some degrees.

Psychological ResearchVol. 89(2)
University of Trieste (IT), Università degli Studi eCampus (IT), University of Calabria (IT), University of Bologna (IT)
Università degli Studi di Trieste
Openalex Percentile: Top 94%
Cognitive and developmental aspects of mathematical skills
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Unravelling the small number bias: the role of pseudoneglect and frequency of use in random number generation — Mauro Murgia, Serena Mingolo, et al. · Psychological Research (2025) | TGRS Research Map | TGRS