single-jc.php

JACIII Vol.29 No.4 pp. 916-920
doi: 10.20965/jaciii.2025.p0916
(2025)

Development Report:

Correlation Between Abacus Skills and Mathematical Abilities in Students’ Scores

Wen-Tsung Lai* and Tsung-Kuo Tien-Liu**,† ORCID Icon

*Department of Early Childhood Education and Care, Jenteh Junior College of Medicine, Nursing and Management
No.79-9, Sha Lun Lake, Neighborhood 7, Xizhou Village, Houlong Township, Miaoli 356, Taiwan

**Meiho University
23 Pingguang Rd., Neipu, Pingtung 912, Taiwan

Corresponding author

Received:
December 30, 2024
Accepted:
April 11, 2025
Published:
July 20, 2025
Keywords:
abacus, math scores, kindergarten, second-year junior high school students
Abstract

This study investigates the impact of abacus learning on math scores among 1,226 second-year junior high school students in Taichung County and City. Controlling for the co-variable “intelligence test scores,” the study derives four conclusions. First, students whose abacus skills reached the “duan level” do not perform better in math scores. Second, the interactive effects of “gender,” “age at which one began to learn abacus,” and “starting mathematical foundation for abacus learning” do not affect math exam scores. Third, abacus ability has a minimal predictive function for math scores, with “intelligence test scores” having the highest explanatory power at 41% and “abacus ability” at a minuscule 1%. Fourth, it is suggested that kindergarten students should not receive abacus instruction but should rather develop their insight and thinking abilities.

Cite this article as:
W. Lai and T. Tien-Liu, “Correlation Between Abacus Skills and Mathematical Abilities in Students’ Scores,” J. Adv. Comput. Intell. Intell. Inform., Vol.29 No.4, pp. 916-920, 2025.
Data files:
References
  1. [1] Ministry of Education, “Early Childhood Education and Care Act,” 2022. https://law.moj.gov.tw/LawClass/LawAll.aspx?pcode=H0070031 [Accessed December 12, 2024]
  2. [2] J. Cui, R. Xiao, M. Ma, L. Yuan, R. C. Kodash, and X. Zhou, “Children skilled in mental abacus show enhanced non-symbolic number sense,” Current Psychology, Vol.41, pp. 2053-2066, 2020. https://doi.org/10.1007/s12144-020-00717-0
  3. [3] Y. Li, F. Chen, and W. Huang, “Neural plasticity following abacus training in humans: a review and future directions,” Neural Plasticity, 2016, Article No.1213723, 2016. https://doi.org/10.1155/2016/1213723
  4. [4] Y. Xie, J. Weng, C. Wang, T. Xu, X. Peng, and F. Chen, “The impact of long-term abacus training on modular properties of functional brain network,” Neuroimage, Vol.183, pp. 811-817, 2018. https://doi.org/10.1016/j.neuroimage.2018.08.057
  5. [5] Y. Lin and T. Liao, “Developments in abacus research,” Scientific Research, Vol.12, No.4, pp. 297-312, 2023. https://doi.org/10.4236/chnstd.2023.124022
  6. [6] C. Wang, T. Xu, F. Geng, Y. Hu, Y. Wang, H. Liu, and F. Chen, “Training on abacus-based mental calculation enhances visuospatial working memory in children,” J. of Neuroscience, Vol.39, No.33, pp. 6439-6448, 2019. https://doi.org/10.1523/JNEUROSCI.3195-18.2019
  7. [7] G. Hatano and K. Osawa, “Digit memory of grand experts in abacus-derived mental calculation,” Cognition, Vol.15, Nos.1-3, pp. 95-110, 1983. https://doi.org/10.1016/0010-0277(83)90035-5
  8. [8] Y. Li, Y. Hu, M. Zhao, Y. Wang, J. Huang, and F. Chen, “The neural pathway underlying a numerical working memory task in abacus-trained children and associated functional connectivity in the resting brain,” Brain Research, Vol.1539, pp. 24-33, 2013. https://doi.org/10.1016/j.brainres.2013.09.030
  9. [9] C. F. Michael and B. David, “Representing exact number visually using mental abacus,” J. of Experimental Psychology: General, Vol.141, No.1, pp. 134-149, 2012. https://doi.org/10.1037/a0024427
  10. [10] H. Zhou, F. Geng, Y. Wang, C. Wang, Y. Hu, and F. Chen, “Transfer effects of abacus training on transient and sustained brain activation in the frontal–parietal network,” Neuroscience, Vol.408, pp. 135-146, 2019. https://doi.org/10.1016/j.neuroscience.2019.04.001
  11. [11] S. P. León, M. d. C. Carcelén Fraile, and I. García-Martínez, “Development of cognitive abilities through the abacus in primary education students: a randomized controlled clinical trial,” Education Sciences, Vol.11, No.2, Article No.83, 2021. https://doi.org/10.3390/educsci11020083
  12. [12] C. N. Veena, R. Perumalla, and T. M. Nandan, “Effect of abacus training on maths anxiety,” National J. of Physiology, Pharmacy and Pharmacology, Vol.8, No.6, pp. 854-854, 2018.
  13. [13] Y. Wang, F. Geng, Y. Hu, F. Du, and F. Chen, “Numerical processing efficiency improved in experienced mental abacus children,” Cognition, Vol.127, No.2, pp. 149-158, 2013. https://doi.org/10.1016/j.cognition.2012.12.004
  14. [14] C. Wang, F. Geng, Y. Yao, J. Weng, Y. Hu, and F. Chen, “Abacus training affects math and task switching abilities and modulates their relationships in Chinese children,” PLOS ONE, Vol.10, Article No.e0139930, 2015. https://doi.org/10.1371/journal.pone.0139930
  15. [15] K.-S. Na, S. Lee, J.-H. Park, H.-Y. Jung, and J.-H. Ryu, “Association between abacus training and improvement in response inhibition: A case-control study,” Clinical Psychopharmacology and Neuroscience, Vol.13, No.2, pp. 163-167, 2015. https://doi.org/10.9758/cpn.2015.13.2.163
  16. [16] T. Hanakawa, M. Honda, T. Okada, H. Fukuyama, and H. Shibasaki, “Neural correlates underlying mental calculation in abacus experts: A functional magnetic resonance imaging study,” Neuroimage, Vol.19, No.2, pp. 296-307, 2003. https://doi.org/10.1016/s1053-8119(03)00050-8
  17. [17] C. Wang, “A review of the effects of abacus training on cognitive functions and neural systems in humans,” Frontiers in Neuroscience, Vol.14, Article No.913, 2020. https://doi.org/10.3389/fnins.2020.00913

*This site is desgined based on HTML5 and CSS3 for modern browsers, e.g. Chrome, Firefox, Safari, Edge, Opera.

Last updated on Jul. 19, 2025