Mathematical problem solving is modulated by word priming
Chuanlin Zhu, Zhao Zhang, Xiaoli Lyu, Yun Wang, Dianzhi Liu, Wenbo Luo
Mathematical problem solving is modulated by word priming
This study aimed to explore the influence of word priming on mathematical problem solving. In two experiments, participants were required to finish multiplication estimation tasks with a specified estimation strategy under different word priming conditions (Experiment 1: concrete words vs. Experiment 2: abstract words). The results showed that: (1) under the concrete word priming condition, in comparison to neutral, positive word priming improved accuracies (ACCs) when using a down-up strategy (e.g., doing 40 × 80 = 3200 for 43 × 78), while both positive and negative word priming reduced reaction time (RT); (2) under the abstract word priming condition, both positive and negative (vs. neutral) abstract word priming reduced RTs, while individuals’ ACCs of completing the estimation task were not influenced by valence. The present study showed that whether concrete words or abstract words were adopted as experimental stimuli, participants’ performance of completing mathematical problems was modulated by the valence of the priming word, which led us to develop a better understanding of how arithmetic performance is influenced by word processing.
arithmetic performance / emotional word / estimation task / priming paradigm
[1] |
Ai, J., Yang, J., Zhang, T., Si, J., & Liu, Y. (2017). The effect of central executive load on fourth and sixth Graders' use of arithmetic strategies. Psychologica Belgica, 57(2), 154–172.
CrossRef
Google scholar
|
[2] |
Andrews, M., Vigliocco, G., & Vinson, D. (2009). Integrating experiential and distributional data to learn semantic representations. Psychological Review, 116(3), 463–498.
CrossRef
Google scholar
|
[3] |
Bai, L., Ma, H., Huang, Y., & Luo, Y. (2005). The development of native chinese affective picture system–A pretest in 46 College Students. Chinese Mental Health Journal, 19(11), 719–722.
|
[4] |
Campbell, J. I. D., & Thompson, V. A. (2012). MorePower 6.0 for ANOVA with relational confidence intervals and Bayesian analysis. Behavior Research Methods, 44, 1255–1265.
CrossRef
Google scholar
|
[5] |
Cohen, J. (1988). Statistical power analysis for the behavioral sciences. Lawrence Earlbaum Associates.
|
[6] |
Fabre, L., & Lemaire, P. (2019). How emotions modulate arithmetic performance: A study in arithmetic problem verification tasks. Experimental Psychology, 66(5), 368–376.
CrossRef
Google scholar
|
[7] |
Fabre, L., Melani, P., & Lemaire, P. (2022). How negative emotions affect young and older adults' numerosity estimation performance. Quarterly Journal of Experimental Psychology (Hove), 76(5), 1098–1110.
CrossRef
Google scholar
|
[8] |
Fan, C., Chen, S., Zhang, L., Qi, Z., Jin, Y., Wang, Q., Luo, Y., Li, H., & Luo, W. (2015). N170 changes reflect competition between faces and identifiable characters during early visual processing. NeuroImage, 110, 32–38.
CrossRef
Google scholar
|
[9] |
Fredrickson, B. L. (2001). The role of positive emotions in positive psychology: The broaden-and-build theory of positive emotions. American Psychologist, 56(3), 218–226.
CrossRef
Google scholar
|
[10] |
Fredrickson, B. L., & Branigan, C. (2005). Positive emotions broaden the scope of attention and thought-action repertoires. Cognition and Emotion, 19(3), 313–332.
CrossRef
Google scholar
|
[11] |
Gong, X., Huang, Y., Wang, Y., & Luo, Y. (2011). Revision of the Chinese facial affective picture system. Chinese Mental Health Journal, 25(1), 40–46.
CrossRef
Google scholar
|
[12] |
Hinault, T., Dufau, S., & Lemaire, P. (2014). Sequential modulations of poorer-strategy effects during strategy execution: An event-related potential study in arithmetic. Brain and Cognition, 91, 123–130.
CrossRef
Google scholar
|
[13] |
Hinault, T., & Lemaire, P. (2016). What does EEG tell us about arithmetic strategies? A review. International Journal of Psychophysiology, 106, 115–126.
CrossRef
Google scholar
|
[14] |
Hinault, T., & Lemaire, P. (2017). Aging and list-wide modulations of strategy execution:A study in arithmetic. Experimental Aging Research, 43(4), 323–336.
CrossRef
Google scholar
|
[15] |
Lallement, C., & Lemaire, P. (2021). Age-related differences in how negative emotions influence arithmetic performance. Cognition and Emotion, 35(7), 1382–1399.
CrossRef
Google scholar
|
[16] |
Lemaire, P. (2021). Effects of prior-task failure on arithmetic performance: A study in young and older adults. Memory & Cognition, 49, 1236–1246.
CrossRef
Google scholar
|
[17] |
Lemaire, P. (2022). Emotions and arithmetic in children. Scientific Reports, 12, 20702.
CrossRef
Google scholar
|
[18] |
Lemaire, P., & Brun, F. (2018). Effects of prior-task success on young and older Adults' cognitive performance an evaluation of the strategy hypothesis. Journal of Cognition, 1(1), 1–14.
CrossRef
Google scholar
|
[19] |
Lemaire, P., Gouraud, J., & Nicolas, P. (2019). When older adults outperform young adults: Effects of prior-task success in arithmetic. Gerontology, 65(6), 649–658.
CrossRef
Google scholar
|
[20] |
Li, M., Tan, Y., Cui, J., Chen, C., Dong, Q., & Zhou, X. (2019). The semantic network supports approximate computation. Neuropsychology, 33(6), 842–854.
CrossRef
Google scholar
|
[21] |
Li, S., Zhu, X., Ding, R., Ren, J., & Luo, W. (2019). The effect of emotional and self-referential contexts on ERP responses towards surprised faces. Biological Psychology, 146, 107728.
CrossRef
Google scholar
|
[22] |
Liu, D., Wang, Y., Lu, F., Shu, D., Zhang, J., Zhu, C., & Luo, W. (2021). Emotional valence modulates arithmetic strategy execution in priming paradigm: An event-related potential study. Experimental Brain Research, 239(4), 1151–1163.
CrossRef
Google scholar
|
[23] |
Liu, J., Yuan, L., Chen, C., Cui, J., Zhang, H., & Zhou, X. (2019). The semantic system supports the processing of mathematical principles. Neuroscience, 404, 102–118.
CrossRef
Google scholar
|
[24] |
Luo, W., Feng, W., He, W., Wang, N., & Luo, Y. (2010). Three stages of facial expression processing: ERP study with rapid serial visual presentation. NeuroImage, 49(2), 1857–1867.
CrossRef
Google scholar
|
[25] |
Luo, W., Liu, D., He, W., Tao, W., & Luo, Y. (2009). Dissociated brain potentials for two calculation strategies. Neuroreport, 20(4), 360–364.
CrossRef
Google scholar
|
[26] |
Luo, W., & Qi, Z. (2022). The influence of concreteness on emotional nouns valence processing: An ERP study. Acta Psychologica Sinica, 54(2), 111–121.
CrossRef
Google scholar
|
[27] |
Muluh, E. T., Vaughan, C. L., & John, L. R. (2011). High resolution event-related potentials analysis of the arithmetic-operation effect in mental arithmetic. Clinical Neurophysiology, 122(3), 518–529.
CrossRef
Google scholar
|
[28] |
Sabater, L., Ponari, M., Haro, J., Fernández-Folgueiras, U., Moreno, E. M., Pozo, M. A., Ferré, P., & Hinojosa, J. A. (2022). The acquisition of emotion-laden words from childhood to adolescence. Current Psychology, 42, 29280–29290.
CrossRef
Google scholar
|
[29] |
Schacht, A., & Sommer, W. (2009). Emotions in word and face processing: Early and late cortical responses. Brain and Cognition, 69, 538–550.
CrossRef
Google scholar
|
[30] |
Schindler, S., & Kissler, J. (2016). Selective visual attention to emotional words: Early parallel frontal and visual activations followed by interactive effects in visual cortex. Human Brain Mapping, 37, 3575–3587.
CrossRef
Google scholar
|
[31] |
Taillan, J., Ardiale, E., Anton, J.-L., Nazarian, B., Félician, O., & Lemaire, P. (2015). Processes in arithmetic strategy selection: A fMRI study. Frontiers in Psychology, 6, 61.
CrossRef
Google scholar
|
[32] |
Uittenhove, K., & Lemaire, P. (2012). Sequential difficulty effects during strategy execution. Experimental Psychology, 59(5), 295–301.
CrossRef
Google scholar
|
[33] |
Vieillard, S., & Bigand, E. (2014). Distinct effects of positive and negative music on older adults' auditory target identification performances. The Quarterly Journal of Experimental Psychology, 67(11), 2225–2238.
CrossRef
Google scholar
|
[34] |
Vigliocco, G., Kousta, S.-T., Della Rosa, P. A., Vinson, D. P., Tettamanti, M., Devlin, J. T., & Cappa, S. F. (2014). The neural representation of abstract words: The role of emotion. Cerebral Cortex, 24, 1767–1777.
CrossRef
Google scholar
|
[35] |
Wang, Y., Zhou, L., & Luo, Y. (2008). The pilot establishment and evaluation of Chinese affective words system. Chinese Mental Health Journal, 22(8), 608–612.
|
[36] |
Wu, C., Zhang, J., & Yuan, Z. (2020). Affective picture processing is modulated by emotion word type in masked priming paradigm: An event-related potential study. Journal of Cognitive Psychology, 32(3), 287–297.
CrossRef
Google scholar
|
[37] |
Wu, C., Zhang, J., & Yuan, Z. (2021). Exploring affective priming effect of emotion-label words and emotion-laden words: An event-related potential study. Brain Sciences, 11(5), 553.
CrossRef
Google scholar
|
[38] |
Xiao, X., Zhao, D., Zhang, Q., & Guo, C. (2012). Retrieval of concrete words involves more contextual information than abstract words: Multiple components for the concreteness effect. Brain & Language, 120, 251–258.
CrossRef
Google scholar
|
[39] |
Yang, W., Zhang, T., Li, H., Zhang, J., & Si, J. (2018). The effect of central executive load on strategy utilization of computational estimation in children with mathematics learning difficulties. Acta Psychologica Sinica, 50(5), 504–516.
CrossRef
Google scholar
|
[40] |
Yao, Z., & Wang, Z. (2013). The effects of the concreteness of differently valenced words on affective priming. Acta Psychologica, 143, 269–276.
CrossRef
Google scholar
|
[41] |
Yao, Z., Wu, J., Zhang, Y., & Wang, Z. (2017). Norms of valence, arousal, concreteness, familiarity, imageability, and context availability for 1,100 Chinese words. Behavior Research Methods, 49(4), 1374–1385.
CrossRef
Google scholar
|
[42] |
Yao, Z., Yu, D., Wang, L., Zhu, X., Guo, J., & Wang, Z. (2016). Effects of valence and arousal on emotional word processing are modulated by concreteness: Behavioral and ERP evidence from a lexical decision task. International Journal of Psychophysiology, 110, 231–242.
CrossRef
Google scholar
|
[43] |
Yi, S., He, W., Zhan, L., Qi, Z., Zhu, C., Luo, W., & Li, H. (2015). Emotional noun processing: An ERP study with rapid serial visual presentation. PLoS One, 10(3), e0118924.
CrossRef
Google scholar
|
[44] |
Zhang, D., He, W., Wang, T., Luo, W., Zhu, X., Gu, R., Li, H., & Luo, Y. (2014). Three stages of emotional word processing: An ERP study with rapid serial visual presentation. Social Cognitive and Affective Neuroscience, 9(12), 1897–1903.
CrossRef
Google scholar
|
[45] |
Zhang, H., Wang, Y., Hu, D., Li, H., & Si, J. (2015). Central executive components and Individual's arithmetic strategy use with field-dependence/field-Independence cognitive style: An eye movement study. Psychological Research, 8(1), 43–51.
|
[46] |
Zhang, J., Li, L. W., & McLaughlin, S. J. (2022). Psychological well-being and cognitive function among older adults in China: A population-based longitudinal study. Journal of Aging and Health, 34(2), 173–183.
CrossRef
Google scholar
|
[47] |
Zhang, J., Wu, C., Yuan, Z., & Meng, Y. (2019). Differentiating emotion-label words and emotion-laden words in emotion conflict: An ERP study. Experimental Brain Research, 237, 2423–2430.
CrossRef
Google scholar
|
[48] |
Zhang, Q., Liu, X., An, W., Yang, Y., & Wang, Y. (2015). Recognition memory of neutral words can be impaired by task-irrelevant emotional encoding contexts: Behavioral and electrophysiological evidence. Frontiers in Human Neuroscience, 9, 73.
CrossRef
Google scholar
|
[49] |
Zhao, N., Valcke, M., Desoete, A., Burny, E., & Imbo, I. (2014). Differences between Flemish and Chinese primary students' mastery of basic arithmetic operations. Educational Psychology, 34(7), 818–837.
CrossRef
Google scholar
|
[50] |
Zhou, X., Li, M., Li, L., Zhang, Y., Cui, J., Liu, J., & Chen, C. (2018). The semantic system is involved in mathematical problem solving. NeuroImage, 166, 360–370.
CrossRef
Google scholar
|
[51] |
Zhu, C., He, W., Qi, Z., Wang, L., Song, D., Zhan, L., Yi, S., Luo, Y., & Luo, W. (2015). The time course of emotional picture processing: An event-related potential study using a rapid serial visual presentation paradigm. Frontiers in Psychology, 6, 954.
CrossRef
Google scholar
|
[52] |
Zhu, C., Jiang, Y., Li, P., Lu, F., Wang, Y., Zhao, Y., & Liu, D. (2021). Implicit happy and fear experience contributes to computational estimation strategy execution: Behavioral and neurophysiological evidence. Neuropsychologia, 159, 107959.
CrossRef
Google scholar
|
[53] |
Zhu, C., Jiang, Y., Wang, Y., Liu, D., & Luo, W. (2021). Arithmetic performance is modulated by cognitive reappraisal and expression suppression: Evidence from behavioral and ERP findings. Neuropsychologia, 162, 108060.
CrossRef
Google scholar
|
[54] |
Zhu, C., Li, P., Li, Y., Jiang, Y., Liu, D., & Luo, W. (2022). Implicit emotion regulation improves arithmetic performance: An ERP study. Cognitive, Affective, & Behavioral Neuroscience, 22, 574–585.
CrossRef
Google scholar
|
[55] |
Zhu, C., Zhao, X., Han, X., Wang, Y., Liu, D., & Luo, W. (2022). Estimation strategy selection is modulated by snapshot emotional priming, but not math anxiety. International Journal of Environmental Research and Public Health, 19(16), 10268.
CrossRef
Google scholar
|
[56] |
Zhu, C., Zhao, X., Lu, F., Wang, Y., Zhao, Y., Kou, D., Liu, D., & Luo, W. (2023). Estimation strategy utilization is modulated by implicit emotion regulation: Evidence from behavioral and event-related potentials studies. Brain Sciences, 13(1), 77.
CrossRef
Google scholar
|
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