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Gepubliceerd in: Psychological Research 4/2021

29-05-2020 | Original Article

Non-symbolic representation is modulated by math anxiety and cognitive inhibition while symbolic representation not

Auteurs: Dongxiao Guan, Jiru Ai, Yaru Gao, Hongxia Li, Bijuan Huang, Jiwei Si

Gepubliceerd in: Psychological Research | Uitgave 4/2021

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Abstract

The present study aimed to investigate whether there are basic numerical processing deficits in high math anxiety (HMA) individuals and examine the effects of cognitive inhibition on the performance of high and low math anxiety (LMA) individuals. 35 undergraduate students were recruited to perform a numerical comparison task, a numerical Stroop task, a dot comparison task, and a dot Stroop task. Results showed the following: (1) Compared with LMA group, HMA group reacted more slowly and exhibited more fixation counts in non-symbolic representation task. (2) Inhibition condition significantly increased HMA individuals’ fixation durations, whereas the fixation durations of LMA individuals were similar between inhibition and non-inhibition condition. The results demonstrated that MA might temporarily occupy individuals’ working memory resources. (3) In non-symbolic representation task, the effect of numerical ratio on fixation counts was larger for HMA group than that for LMA group under inhibition condition, indicating MA might arise from a basic level deficit in numerosity processing.
Literatuur
go back to reference Ashcraft, M. H., & Faust, M. W. (1994). Mathematics anxiety and mental arithmetic performance: An exploratory investigation. Cognition and Emotion, 8(2), 97–125.CrossRef Ashcraft, M. H., & Faust, M. W. (1994). Mathematics anxiety and mental arithmetic performance: An exploratory investigation. Cognition and Emotion, 8(2), 97–125.CrossRef
go back to reference Ashcraft, M. H., & Kirk, E. P. (2001). The relationships among working memory, math anxiety, and performance. Journal of Experimental Psychology: General, 130(2), 224–237.CrossRef Ashcraft, M. H., & Kirk, E. P. (2001). The relationships among working memory, math anxiety, and performance. Journal of Experimental Psychology: General, 130(2), 224–237.CrossRef
go back to reference Ashcraft, M. H., & Krause, J. A. (2007). Working memory, math performance, and math anxiety. Psychonomic Bulletin and Review, 14(2), 243–248.CrossRef Ashcraft, M. H., & Krause, J. A. (2007). Working memory, math performance, and math anxiety. Psychonomic Bulletin and Review, 14(2), 243–248.CrossRef
go back to reference Ashkenazi, S. (2018). Intentional and automatic processing of numerical information in mathematical anxiety: Testing the influence of emotional priming. Cognition and Emotion, 32(8), 1–8.CrossRef Ashkenazi, S. (2018). Intentional and automatic processing of numerical information in mathematical anxiety: Testing the influence of emotional priming. Cognition and Emotion, 32(8), 1–8.CrossRef
go back to reference Bai, X., Jia, L., & Wang, J. (2016). Emotional priming effects on difficult Stroop task for trait anxiety. Journal of Psychological Science, 39(1), 8–12. Bai, X., Jia, L., & Wang, J. (2016). Emotional priming effects on difficult Stroop task for trait anxiety. Journal of Psychological Science, 39(1), 8–12.
go back to reference Cantlon, J. F., Platt, M. L., & Brannon, E. M. (2009). Beyond the number domain. Trends in Cognitive Sciences, 13(2), 83–91.CrossRef Cantlon, J. F., Platt, M. L., & Brannon, E. M. (2009). Beyond the number domain. Trends in Cognitive Sciences, 13(2), 83–91.CrossRef
go back to reference Cohen, J. (1988). Statistical power analysis for the behavioral sciences. Hillsides: Lawrence Erlbaum Associates. Cohen, J. (1988). Statistical power analysis for the behavioral sciences. Hillsides: Lawrence Erlbaum Associates.
go back to reference Colomé, À. (2018). Representation of numerical magnitude in math-anxious individuals. Quarterly Journal of Experimental Psychology, 72(3), 424–435.CrossRef Colomé, À. (2018). Representation of numerical magnitude in math-anxious individuals. Quarterly Journal of Experimental Psychology, 72(3), 424–435.CrossRef
go back to reference Dehaene, S., Dehaene-Lambertz, G., & Cohen, L. (1998). Abstract representations of numbers in the animal and human brain. Trends in Neuroscience, 21(8), 355–361.CrossRef Dehaene, S., Dehaene-Lambertz, G., & Cohen, L. (1998). Abstract representations of numbers in the animal and human brain. Trends in Neuroscience, 21(8), 355–361.CrossRef
go back to reference Diamond, A. (2013). Executive functions. Annual Review of Psychology, 64(1), 135–168.CrossRef Diamond, A. (2013). Executive functions. Annual Review of Psychology, 64(1), 135–168.CrossRef
go back to reference Duchowski, A. (2007). Eye tracking methodology: Theory and practice. London: Springer. Duchowski, A. (2007). Eye tracking methodology: Theory and practice. London: Springer.
go back to reference Eysenck, M. W., & Calvo, M. G. (1992). Anxiety and performance: The processing efficiency theory. Cognition and Emotion, 6(6), 409–434. Eysenck, M. W., & Calvo, M. G. (1992). Anxiety and performance: The processing efficiency theory. Cognition and Emotion, 6(6), 409–434.
go back to reference Eysenck, M. W., Derakshan, N., Santos, R., & Calvo, M. G. (2007). Anxiety and cognitive performance: Attentional control theory. Emotion, 7(2), 336–353. Eysenck, M. W., Derakshan, N., Santos, R., & Calvo, M. G. (2007). Anxiety and cognitive performance: Attentional control theory. Emotion, 7(2), 336–353.
go back to reference French, J. W., Ekstrom, R. B., & Price, L. A. (1963). Kit of reference tests for cognitive factors. Princeton: Educational Testing Service. French, J. W., Ekstrom, R. B., & Price, L. A. (1963). Kit of reference tests for cognitive factors. Princeton: Educational Testing Service.
go back to reference Fuhs, M. W., & McNeil, N. M. (2013). ANS acuity and mathematics ability in preschoolers from low-income homes: Contributions of inhibitory control. Developmental Science, 16(1), 136–148.CrossRef Fuhs, M. W., & McNeil, N. M. (2013). ANS acuity and mathematics ability in preschoolers from low-income homes: Contributions of inhibitory control. Developmental Science, 16(1), 136–148.CrossRef
go back to reference Goffin, C., & Ansari, D. (2016). Beyond magnitude: Judging ordinality of symbolic number is unrelated to magnitude comparison and independently relates to individual differences in arithmetic. Cognition, 150, 68–76.CrossRef Goffin, C., & Ansari, D. (2016). Beyond magnitude: Judging ordinality of symbolic number is unrelated to magnitude comparison and independently relates to individual differences in arithmetic. Cognition, 150, 68–76.CrossRef
go back to reference Hawes, Z., Nosworthy, N., Archibald, L., & Ansari, D. (2019). Kindergarten children’s symbolic number comparison skills predict 1st grade mathematics achievement: Evidence from a two-minute paper-and-pencil test. Learning and Instruction, 59, 21–33.CrossRef Hawes, Z., Nosworthy, N., Archibald, L., & Ansari, D. (2019). Kindergarten children’s symbolic number comparison skills predict 1st grade mathematics achievement: Evidence from a two-minute paper-and-pencil test. Learning and Instruction, 59, 21–33.CrossRef
go back to reference Huber, S., Moeller, K., Nuerk, H. C., & Willmes, K. (2013). A computational modeling approach on three-digit number processing. Topics in Cognitive Science, 5(2), 317–334.CrossRef Huber, S., Moeller, K., Nuerk, H. C., & Willmes, K. (2013). A computational modeling approach on three-digit number processing. Topics in Cognitive Science, 5(2), 317–334.CrossRef
go back to reference Huber, S., Nuerk, H. C., Reips, U. D., & Soltanlou, M. (2017). Individual differences influence two-digit number processing, but not their analog magnitude processing: A large-scale online study. Psychological Research, 83(4), 1444–1464.PubMed Huber, S., Nuerk, H. C., Reips, U. D., & Soltanlou, M. (2017). Individual differences influence two-digit number processing, but not their analog magnitude processing: A large-scale online study. Psychological Research, 83(4), 1444–1464.PubMed
go back to reference Hunt, T. E., Clark-Carter, D., & Sheffield, D. (2015). Exploring the relationship between mathematics anxiety and performance: An eye-tracking approach. Applied Cognitive Psychology, 29(2), 226–231.CrossRef Hunt, T. E., Clark-Carter, D., & Sheffield, D. (2015). Exploring the relationship between mathematics anxiety and performance: An eye-tracking approach. Applied Cognitive Psychology, 29(2), 226–231.CrossRef
go back to reference Lyons, I. M., Nuerk, H. C., & Ansari, D. (2015). Rethinking the implications of numerical ratio effects for understanding the development of representational precision and numerical processing across formats. Journal of Experimental Psychology: General, 144(5), 1021–1035.CrossRef Lyons, I. M., Nuerk, H. C., & Ansari, D. (2015). Rethinking the implications of numerical ratio effects for understanding the development of representational precision and numerical processing across formats. Journal of Experimental Psychology: General, 144(5), 1021–1035.CrossRef
go back to reference Maloney, E. A., Ansari, D., & Fugelsang, J. A. (2011). The effect of mathematics anxiety on the processing of numerical magnitude. The Quarterly Journal of Experimental Psychology, 64(1), 10–16.CrossRef Maloney, E. A., Ansari, D., & Fugelsang, J. A. (2011). The effect of mathematics anxiety on the processing of numerical magnitude. The Quarterly Journal of Experimental Psychology, 64(1), 10–16.CrossRef
go back to reference Maloney, E. A., Risko, E. F., Ansari, D., & Fugelsang, J. (2010). Mathematics anxiety affects counting but not subitizing during visual enumeration. Cognition, 114(2), 293–297.CrossRef Maloney, E. A., Risko, E. F., Ansari, D., & Fugelsang, J. (2010). Mathematics anxiety affects counting but not subitizing during visual enumeration. Cognition, 114(2), 293–297.CrossRef
go back to reference Merkley, R., & Ansari, D. (2010). Using eye tracking to study numerical cognition: The case of the ratio effect. Experimental Brain Research, 206(4), 455–460.CrossRef Merkley, R., & Ansari, D. (2010). Using eye tracking to study numerical cognition: The case of the ratio effect. Experimental Brain Research, 206(4), 455–460.CrossRef
go back to reference Moyer, R. S., & Landauer, T. K. (1967). Time required for judgments of numerical inequality. Nature, 215(5190), 1519–1520.CrossRef Moyer, R. S., & Landauer, T. K. (1967). Time required for judgments of numerical inequality. Nature, 215(5190), 1519–1520.CrossRef
go back to reference Núñez-Peña, M. I., & Suárez-Pellicioni, M. (2014). Less precise representation of numerical magnitude in high math-anxious individuals: An ERP study of the size and distance effects. Biological Psychology, 103, 176–183.CrossRef Núñez-Peña, M. I., & Suárez-Pellicioni, M. (2014). Less precise representation of numerical magnitude in high math-anxious individuals: An ERP study of the size and distance effects. Biological Psychology, 103, 176–183.CrossRef
go back to reference OECD. (2013). PISA 2012 results: Ready to learn: Students’ engagement, drive and self-beliefs (Vol. III). Paris: OECD Publishing.CrossRef OECD. (2013). PISA 2012 results: Ready to learn: Students’ engagement, drive and self-beliefs (Vol. III). Paris: OECD Publishing.CrossRef
go back to reference Pizzie, R. G., & Kraemer, D. J. M. (2017). Avoiding math on a rapid timescale: Emotional responsivity and anxious attention in math anxiety. Brain and Cognition, 118, 100–107.CrossRef Pizzie, R. G., & Kraemer, D. J. M. (2017). Avoiding math on a rapid timescale: Emotional responsivity and anxious attention in math anxiety. Brain and Cognition, 118, 100–107.CrossRef
go back to reference Price, G. R., Wilkey, E. D., & Yeo, D. J. (2017). Eye-movement patterns during nonsymbolic and symbolic numerical magnitude comparison and their relation to math calculation skills. Acta Psychologica, 176, 47–57.CrossRef Price, G. R., Wilkey, E. D., & Yeo, D. J. (2017). Eye-movement patterns during nonsymbolic and symbolic numerical magnitude comparison and their relation to math calculation skills. Acta Psychologica, 176, 47–57.CrossRef
go back to reference Rayner, K. (1998). Eye movements in reading and information processing: 20 years of research. Psychological Bulletin, 124(3), 372–422.CrossRef Rayner, K. (1998). Eye movements in reading and information processing: 20 years of research. Psychological Bulletin, 124(3), 372–422.CrossRef
go back to reference Si, J. W., & Liu, W. Z. (2014). The Chinese version of revised mathematics anxiety rating scale (R-MARS). In J. L. Shen & Y. H. Chen (Eds.), Handbook of research instruments of educational psychology in China (pp. 92–97). Beijing: Higher Education Press. Si, J. W., & Liu, W. Z. (2014). The Chinese version of revised mathematics anxiety rating scale (R-MARS). In J. L. Shen & Y. H. Chen (Eds.), Handbook of research instruments of educational psychology in China (pp. 92–97). Beijing: Higher Education Press.
go back to reference Si, J. W., Xu, Y. L., Feng, H. M., Xu, X. H., & Zhou, C. (2014). Differences of arithmetic strategy use in adults with different math anxieties: An ERP study. Acta Psychologica Sinica, 46(12), 1835–1849.CrossRef Si, J. W., Xu, Y. L., Feng, H. M., Xu, X. H., & Zhou, C. (2014). Differences of arithmetic strategy use in adults with different math anxieties: An ERP study. Acta Psychologica Sinica, 46(12), 1835–1849.CrossRef
go back to reference Sun, Y., Si, J. W., & Xu, Y. L. (2012). The effect of math anxiety on college students’/children’s strategy use in computational estimation: A comparative study. Psychological Development and Education, 28(3), 263–270. Sun, Y., Si, J. W., & Xu, Y. L. (2012). The effect of math anxiety on college students’/children’s strategy use in computational estimation: A comparative study. Psychological Development and Education, 28(3), 263–270.
go back to reference Szucs, D., Devine, A., Soltesz, F., Nobes, A., & Gabriel, F. (2013). Developmental dyscalculia is related to visuo-spatial memory and inhibition impairment. Cortex, 49(10), 2674–2688.CrossRef Szucs, D., Devine, A., Soltesz, F., Nobes, A., & Gabriel, F. (2013). Developmental dyscalculia is related to visuo-spatial memory and inhibition impairment. Cortex, 49(10), 2674–2688.CrossRef
go back to reference Teng, J. (2015). The relationship between children’ non-symbolic numerical representation and mathematics achievement (Unpublished master’s thesis). Shanghai: East China Normal University. Teng, J. (2015). The relationship between children’ non-symbolic numerical representation and mathematics achievement (Unpublished master’s thesis). Shanghai: East China Normal University.
go back to reference Wang, Z., Lukowski, S. L., Hart, S. A., Lyons, I. M., & Petrill, S. A. (2015). Is math anxiety always bad for math learning? The role of math motivation. Psychological Science, 26(12), 1863.CrossRef Wang, Z., Lukowski, S. L., Hart, S. A., Lyons, I. M., & Petrill, S. A. (2015). Is math anxiety always bad for math learning? The role of math motivation. Psychological Science, 26(12), 1863.CrossRef
go back to reference Young, C. B., Wu, S. S., & Menon, V. (2012). The neurodevelopmental basis of math anxiety. Psychological Science, 23(5), 492–501.CrossRef Young, C. B., Wu, S. S., & Menon, V. (2012). The neurodevelopmental basis of math anxiety. Psychological Science, 23(5), 492–501.CrossRef
go back to reference Zakaria, E., Zain, N. M., Ahmad, N. A., & Erlina, A. (2012). Mathematics anxiety and achievement among secondary school students. American Journal of Applied Science, 9(6), 890–893.CrossRef Zakaria, E., Zain, N. M., Ahmad, N. A., & Erlina, A. (2012). Mathematics anxiety and achievement among secondary school students. American Journal of Applied Science, 9(6), 890–893.CrossRef
Metagegevens
Titel
Non-symbolic representation is modulated by math anxiety and cognitive inhibition while symbolic representation not
Auteurs
Dongxiao Guan
Jiru Ai
Yaru Gao
Hongxia Li
Bijuan Huang
Jiwei Si
Publicatiedatum
29-05-2020
Uitgeverij
Springer Berlin Heidelberg
Gepubliceerd in
Psychological Research / Uitgave 4/2021
Print ISSN: 0340-0727
Elektronisch ISSN: 1430-2772
DOI
https://doi.org/10.1007/s00426-020-01356-7

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