From Subitizing to Numerosity: Enumeration of Small Number with Visual Distractors

Liu Wei, Zheng Peng, Wang Chunhui, Gu Qi, Jia Jun, Zhao Yajun

Journal of Psychological Science ›› 2024, Vol. 47 ›› Issue (3) : 546-553.

PDF(1161 KB)
PDF(1161 KB)
Journal of Psychological Science ›› 2024, Vol. 47 ›› Issue (3) : 546-553. DOI: 10.16719/j.cnki.1671-6981.20240305
General Psychology,Experimental Psychology & Ergonomics

From Subitizing to Numerosity: Enumeration of Small Number with Visual Distractors

  • Liu Wei1,2, Zheng Peng3, Wang Chunhui1, Gu Qi2, Jia Jun1, Zhao Yajun4
Author information +
History +

Abstract

The number of 1~4 items can be appraised quickly and errorlessly, a phenomenon labeled subitizing. Effects of simultaneous distractor on subitizing are studied in the current study.
In Experiment 1, participants were asked to report the number of target dots presented briefly in the visual filed, and to ignore distractor lines which were presented simultaneously and spatially overlapped with the target dots in each trial. Point of subjective equality (PSE) and standard deviation (SD) of estimation for all participants were analyzed in each distracting condition, and linear regression model was tested with PSE as independent variable and SD as dependent variable in each condition. SD is an efficient index of estimation precision for a certain number. Weber fraction, which measures the ability or the precision of numerosity processing irrelevant of the number to be appraised, can be calculated when we divide SD by PSE. We found that distracting items, no matter in the same or distinct colors compared with target dots, have significant effects on number estimation of target dots. Errorless enumeration for small numbers, although was revealed in the baseline condition without distracting items, disappeared in various distracting conditions. According to these results, subitizing can be disrupted by distracting lines presented with target dots. It is suggested that distracting items affect subitizing by automatically diverting attention resource. The more competitive the distractor is, the greater the disrupting effect is. Control experiment showed that subitizing only survived in number tasks which do not require separation of target and distractor, probably because the attention resource stays unaffected and sufficient for subitizing in those cases. Moreover, according to the results of regression models, it is clear that SDs increased linearly with PSE or target number, hence W fractions were constant within a range of 0.1 to 0.3 in each distracting condition. In other words, Weber’s law was revealed in distracting conditions. These results further suggest that when subitizing is interrupted, number processing for 1~4 targets is taken over by numerosity mechanism, which is proposed to analyze numerosity features and is typically revealed in the processing of moderate numbers.
Experiment 2 investigated occupancy effects in small number processing when target items to be appraised were presented with simultaneous distracting items. Occupancy effect, which suggests that relative spatial approaching can make two items recognized as one object and hence induce underestimating errors, is generally proposed to explain why we have limited precision in number tasks when we are asked to compare or judge moderate numbers (more than 4 items). In Experiment 2a, a programme was designed according to the simplified occupancy model, and was adopted to simulate the results in Experiment 1a. According to the results, occupancy model succeeded in predicting the observed results in Experiment 1a, as human and computer subjects showed similar error patterns. Experiment 2b showed that decrease in absolute distance between items would not increase enumeration errors, hence the observed errors are due to occupancy effect, rather than visual approaching. In summary, Experiment 2 further supports the hypotheses that simultaneous distracting items can disrupt subitizing, and that numerosity mechanism takes the job to process small number when subitizing fails. It is proposed that the robust numerosity mechanism, rather than the fragile subitizing mechanism, is more proper to be the candidate for composing the basement of our math ability.

Key words

subitizing / numerosity mechanism / Weber fraction / occupancy model

Cite this article

Download Citations
Liu Wei, Zheng Peng, Wang Chunhui, Gu Qi, Jia Jun, Zhao Yajun. From Subitizing to Numerosity: Enumeration of Small Number with Visual Distractors[J]. Journal of Psychological Science. 2024, 47(3): 546-553 https://doi.org/10.16719/j.cnki.1671-6981.20240305

References

[1] 刘炜, 王苗, 张智君, 赵亚军. (2016). 数量认知和密度认知的关系. 心理科学进展, 24(6), 885-891.
[2] 刘炜, 张智君, 赵亚军. (2012). 基于数量感知的数量适应. 心理学报, 44(10), 1297-1308.
[3] 刘炜, 郑鹏, 谷淇, 王春辉, 赵亚军. (2021). 三数值加工系统假说: 数值加工机制新探. 心理科学进展, 29(9), 1607-1616.
[4] Allïk, J., & Tuulmets, T. (1991). Occupancy model of perceived numerosity. Perception and Psychophysics, 49(4), 303-314.
[5] Anobile G., Cicchini G. M., & Burr D. C. (2014). Separate mechanisms for perception of numerosity and density. Psychological Science, 25(1), 265-270.
[6] Anobile G., Tomaiuolo F., Campana S., & Cicchini G. M. (2020). Three-systems for visual numerosity: A single case study. Neuropsychologia, 136, Article 107259.
[7] Ashkenazi S., Mark-Zigdon N., & Henik A. (2013). Do subitizing deficits in developmental dyscalculia involve pattern recognition weakness? Developmental Science, 16(1), 35-46.
[8] Barlow, H. B. (1957). Increment thresholds at low intensities considered as signal/noise discriminations. The Journal of Physiology, 136(3), 469-488.
[9] Burr D. C., Turi M., & Anobile G. (2010). Subitizing but not estimation of numerosity requires attentional resources. Journal of Vision, 10(6), Article 20.
[10] Durgin, F. H. (2017). Multitudes are adaptable magnitudes in the estimation of number. Behavioral and Brain Sciences, 40, Article e170.
[11] Halberda J., Mazzocco M. M. M., & Feigenson L. (2008). Individual differences in non-verbal number acuity correlate with maths achievement. Nature, 455(7213), 665-668.
[12] Jansen B. R. J., Hofman A. D., Straatemeier M., van Bers, B. M. C. W., Raijmakers M. E. J., & van der Maas, H. L. J. (2014). The role of pattern recognition in children' s exact enumeration of small numbers. British Journal of Developmental Psychology, 32(2), 178-194.
[13] Jevons, W. S. (1871). The power of numerical discrimination. Nature, 3(67), 281-282.
[14] Kaufman E. L., Lord M. W., Reese T. W., & Volkmann J. (1949). The discrimination of visual number. The American Journal of Psychology, 62(4), 498-525.
[15] Liu W., Zhang P., Huang S. F., & Cicchini G. M. (2020). Subitizing, unlike estimation, does not process sets in parallel. Scientific Reports, 10(1), Article 15689.
[16] Piazza M., Mechelli A., Butterworth B., & Price C. J. (2002). Are subitizing and counting implemented as separate or functionally overlapping processes? NeuroImage, 15(2), 435-446.
[17] Pomè A., Anobile G., Cicchini G. M., & Burr D. C. (2019). Different reaction-times for subitizing, estimation, and texture. Journal of Vision, 19(6), Article 14.
[18] Pomè A., Anobile G., Cicchini G. M., Scabia A., & Burr D. C. (2019). Higher attentional costs for numerosity estimation at high densities. Attention, Perception, and Psychophysics, 81(8), 2604-2611.
[19] Trick, L. M., & Pylyshyn, Z. W. (1993). What enumeration studies can show us about spatial attention: Evidence for limited capacity preattentive processing. Journal of Experimental Psychology: Human Perception and Performance, 19(2), 331-351.
PDF(1161 KB)

Accesses

Citation

Detail

Sections
Recommended

/