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剖析少数偏差:伪忽视和随机数生成中使用频率的作用。

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

作者信息

Mingolo Serena, Prpic Valter, Mariconda Alberto, Agostini Tiziano, Murgia Mauro

机构信息

Department of Physics, University of Calabria, Rende, Italy.

Department of Life Sciences, University of Trieste, Trieste, Italy.

出版信息

Psychol Res. 2025 Mar 25;89(2):76. doi: 10.1007/s00426-025-02101-8.

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.

摘要

当被要求生成随机数时,个体生成的小数比大数更多,这种现象被称为“小数偏差”(SNB;勒切尔和布鲁格,2007)。这种偏差与一种被称为“假性忽视”的空间偏好有关,即在数字处理过程中,注意力偏向心理数字线的左侧(勒切尔和布鲁格,2009)。对SNB的另一种潜在解释是,在日常生活中,小数的使用频率比大数更高(德阿纳和梅勒,1992)。本研究旨在确定这两种解释中哪一种能更好地解释SNB。参与者在观看正常或倒置的钟面时,被要求生成1到12之间的随机数。在正常钟面上,较小的数字在右侧,而在倒置钟面上,它们在左侧。两种理论都预测倒置钟面会出现SNB。然而,对于正常钟面,使用频率会预测SNB,而假性忽视会预测偏向较大数字的偏差。结果显示,在倒置钟面条件下出现了SNB,但在正常钟面条件下没有偏差。这些发现表明,当假性忽视和使用频率一致时会出现SNB,而当它们冲突时则不会出现。总体而言,结果表明假性忽视和使用频率在一定程度上都对SNB有影响。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bc1c/11937118/3946263c7908/426_2025_2101_Fig1_HTML.jpg

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