Psychological Development and Education ›› 2023, Vol. 39 ›› Issue (6): 761-771.doi: 10.16187/j.cnki.issn1001-4918.2023.06.01

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Age Differences in Analogical Reasoning Strategies and Their Relationships with Working Memory and Inhibitory Control

PENG Yue1, ZHANG Heyi2, CHEN Yinghe3,4, LEI Xiuya1, QI Yue3,4, YU Xiao1, QIAO Xuewen5, LIU Moxuan3, YAN Luyi3   

  1. 1. Department of Psychology, School of Humanities and Social Sciences, Beijing Forestry University, Beijing 100083;
    2. Faculty of Education, Beijing Normal University, Beijing 100875;
    3. Faculty of Psychology, Beijing Normal University, Beijing 100875;
    4. Institute of Developmental Psychology, Beijing Normal University, Beijing 100875;
    5. Special Education School, Wendeng District, Weihai 264400
  • Published:2023-11-11

Abstract: This study used eye movement technique to investigate the relationships among analogical reasoning strategies, working memory and inhibitory control and examine whether such relationships differ between children and adults. The results showed that: (1) Children are more likely than adults to use immature Semantic-constraint strategy during analogical reasoning; (2) Both verbal working memory and response inhibition significantly predicted children's two analogical reasoning strategies. In addition, visuospatial working memory significantly predicted children's Semantic-constraint strategy; (3) Only response inhibition significantly predicted adults' two analogical reasoning strategies. Instead of only focusing on the behavioral results of analogical reasoning in previous studies, this study used the eye movement technique to reveal the processes of analogical reasoning. These findings provided new evidence related to analogical reasoning processing and provided a theoretical guide for improving children's analogical ability.

Key words: analogical reasoning strategy, working memory, inhibitory control, age difference

CLC Number: 

  • B844
Andrä, C., Mathias, B., Schwager, A., Macedonia, M., & von Kriegstein, K. (2020). Learning foreign language vocabulary with gestures and pictures enhances vocabulary memory for several months post-learning in eight-year-old school children. Educational Psychology Review, 32(3), 815-850.
Cowan, N. (2014). Working memory underpins cognitive development, learning, and education.Educational Psychology Review, 26(2), 197-223.
Davidson, M. C., Amso, D., Anderson, L. C., & Diamond, A. (2006). Development of cognitive control and executive functions from 4 to 13 years: Evidence from manipulations of memory, inhibition, and task switching.Neuropsychologia, 44(11), 2037-2078.
Diamond, A. (2013). Executive functions.Annual Review of Psychology, 64(1), 135-168.
Donati, G., Meaburn, E. L., & Dumontheil, I. (2019). The specificity of associations between cognition and attainment in English, Maths and Science during adolescence. Learning and Individual Differences, 69, 84-93.
Doumas, L. A. A., Morrison, R. G., & Richland, L. E. (2018). Individual differences in relational learning and analogical reasoning: A computational model of longitudinal change. Frontiers in Psychology, 9, Article 1235. https://doi.org/10.3389/fpsyg.2018.01235
Egeland, J., Aarlien, A. K., & Saunes, B. K. (2013). Few effects of far transfer of working memory training in ADHD: A randomized controlled trial.PLoS ONE, 8(10), Article e75660. https://doi.org/10.1371/journal.pone.0075660
Enge, S., Behnke, A., Fleischhauer, M., Küttler, L., Kliegel, M., & Strobel, A. (2014). No evidence for true training and transfer effects after inhibitory control training in young healthy adults.Journal of Experimental Psychology: Learning Memory and Cognition, 40(4), 987-1001.
Gandolfi, E., Viterbori, P., Traverso, L., & Usai, M. C. (2014). Inhibitory processes in toddlers: A latent-variable approach. Frontiers in Psychology, 5, Article 381. https://doi.org/10.3389/fpsyg.2014.00381
Glady, Y., French, R., & Thibaut, J.-P. (2014). Adults'eye tracking search profiles and analogy difficulty. Proceedings of the Thirty-Sixth Annual Meeting of the Cognitive Science Society, 36, 535-540.
Grossnickle, E. M., Dumas, D., Alexander, P. A., & Baggetta, P. (2016). Individual differences in the process of relational reasoning. Learning & Instruction, 42, 141-159.
Hinault, T., Tiberghien, K., & Lemaire, P. (2016). Age-related differences in plausibility-checking strategies during arithmetic problem verification tasks.The Journals of Gerontology, Series B: Psychological Sciences and Social Sciences, 71(4), 613-621.
Holyoak, K. J. (2012). Analogy and relational reasoning. In K. J. Holyoak & R. G. Morrison (Eds.),The Oxford handbook of thinking and reasoning (pp. 234-259). New York: Oxford University Press.
Karbach, J., Strobach, T., & Schubert, T. (2015). Adaptive working-memory training benefits reading, but not mathematics in middle childhood. Child Neuropsychology, 21(3), 285-301.
Lu, H., Wu, Y. N., & Holyoak, K. J. (2019). Emergence of analogy from relation learning.Proceedings of the National Academy of Sciences of the United States of America, 116(10), 4176-4181.
Morrison, R. G., Doumas, L. A. A., & Richland, L. E. (2006). The development of analogical reasoning in children: A computational account.In R. Sun & N. Miyake (Eds.), Proceedings of the Twenty-eighth Annual Conference of the Cognitive Science Society (pp. 603-608). Mahwah, NJ: Erlbaum.
Morsanyi, K., Stamenković, D., & Holyoak, K. J. (2020). Analogical reasoning in autism: A systematic review and meta-analysis. In K. Morsanyi & R. M. J. Byrne (Eds.),Thinking, reasoning, and decision making in autism (pp. 59-87). London and New York: Routledge.
Paivio, A. (1991). Dual coding theory: Retrospect and current status.Canadian Journal of Experimental Psychology, 45(3), 255-287.
Passolunghi, M. C., & Costa, H. M. (2016). Working memory and early numeracy training in preschool children.Child Neuropsychology, 22(1), 81-98.
Resing, W. C., Bakker, M., Pronk, C. M., & Elliott, J. G. (2017). Progression paths in children’s problem solving: The influence of dynamic testing, initial variability, and working memory. Journal of Experimental Child Psychology, 153, 83-109.
Richland, L. E., Morrison, R. G., & Holyoak, K. J. (2006). Children’s development of analogical reasoning: Insights from scene analogy problems. Journal of Experimental Child Psychology, 94(3), 249-273.
Simms, N. K., Frausel, R. R., & Richland, L. E. (2018). Working memory predicts children’s analogical reasoning.Journal of Experiment Child Psychology, 166, 160-177.
Socher, M., Ingebrand, E., Wass, M., & Lyxell, B. (2020). The relationship between reasoning and language ability: Comparing children with cochlear implants and children with typical hearing.Logopedics Phoniatrics Vocology, 47(2), 73-83.
Starr, A., Vendetti, M. S., & Bunge, S. A. (2018). Eye movements provide insight into individual differences in children’s analogical reasoning strategies.Acta Psychologica, 186, 18-26.
Sternberg, R. J. (1977). Component processes in analogical reasoning. Psychological Review, 84(4), 353-378.
Stevenson, C. E., Heiser, W. J., & Resing, W. C. (2013). Working memory as a moderator of training and transfer of analogical reasoning in children.Contemporary Educational Psychology, 38(3), 159-169.
Thibaut, J.-P., & French, R. M. (2016). Analogical reasoning, control and executive functions: A developmental investigation with eye-tracking. Cognitive Development, 38, 10-26.
Thibaut, J.-P., French, R. M., Missault, A., Gerard, Y., & Glady, Y. (2011). In the eyes of the beholder: What eye-tracking reveals about analogy-making strategies in children and adults. In L. Carlson (Ed.), Proceedings of the Thirty-Third Annual Meeting of the Cognitive Science Society (pp. 453-458). Austin, TX: Cognitive Science Society.
Tiego, J., Testa, R., Bellgrove, M. A., Pantelis, C., & Whittle, S. (2018). A hierarchical model of inhibitory control. Frontiers in Psychology, 9, Article 1339. https://doi.org/10.3389/fpsyg.2018.01339
Vendetti, M. S., Starr, A., Johnson, E. L., Modavi, K., & Bunge, S. A. (2017). Eye movements reveal optimal strategies for analogical reasoning.Frontiers in Psychology, 8, Article 932. http://doi.org/10.3389/fpsyg.2017.00932
Wechsler, D. (Ed.). (1974). The Wechsler Intelligence Scale for Children-revised manual. New York: Psychological Corporation.
Whitaker, K. J., Vendetti, M. S., Wendelken, C., & Bunge, S. A. (2017). Neuroscientific insights into the development of analogical reasoning.Developmental Science, 21(2), 1-11.
Wöstmann, N. M., Aichert, D. S., Costa, A., Rubia, K., Möller, H. J., & Ettinger, U. (2013). Reliability and plasticity of response inhibition and interference control.Brain and Cognition, 81(1), 82-94.
Yu, X., Geng, L., Chen, Y., Han, C., & Zhu, X. (2020). The role ofperceptual interference, semantic interference, and relational integration in the development of analogical reasoning. Frontiers in Psychology, 11, Article 756. https://doi.org/10.3389/fpsyg.2020.00756
Zhou, X., Chen, Y., Chen, C., Jiang, T., & Dong, Q. (2007). Chinese kindergartners'automatic processing of numerical magnitude in Stroop-like tasks. Memory & Cognition, 35(3), 464-470.
陈逸群, 于晓, 陈英和, 党茜茜, 韩敏, 侯江文. (2020). 儿童类比推理的影响因素及干预促进. 心理科学, 43(2), 386-392.
陈英和, 赵笑梅. (2008). 类比问题解决的理论及研究. 北京师范大学学报(社会科学版), 1, 50-56.
李红, 冯廷勇. (2002). 4~5岁儿童单双维类比推理能力的发展水平和特点. 心理学报, 34(4), 65-69.
梁菲菲, 马杰, 李馨, 连坤予, 谭珂, 白学军. (2019). 发展性阅读障碍儿童阅读中的眼跳定位缺陷:基于新词学习的实验证据. 心理学报, 51(7), 805-815.
姜英杰, 金雪莲, 龙翼婷. (2019). 儿童情景记忆绑定加工:研究范式、发展特点及影响因素. 心理发展与教育, 35(2), 246-253.
金颖, 刘翔平, 张微, 兰彦婷. (2009). 激活水平对两亚型 ADHD 儿童反应执行与抑制能力的影响. 心理发展与教育, 25(4), 81-86.
于晓. (2021). 执行功能对个体类比推理的影响:发展的视角 (博士学位论文). 北京师范大学.
张莉, 辛自强, 古丽扎伯克力. (2010). 5~9岁儿童在不同复杂性任务上类比推理的发展特点. 心理发展与教育, 26(6), 584-591.
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