Abstract
Objective: Math anxiety has been shown to correlate negatively with math performance among students. It remains unclear whether this relationship differs between boys and girls. The current study aimed to examine gender differences in the link between math anxiety and math achievement in elementary and secondary school students. Methods: All students involved in the study (17,382 fourth-grade students and 11,346 eighth-grade students) completed a math-anxiety questionnaire and several math-achievement tests. Results: Math anxiety and math achievement were negatively correlated in both boys and girls. The moderating effect of gender on this correlation was significant, and the correlation was stronger in girls than in boys, regardless of grade. Conclusion: The link between math anxiety and math achievement is stronger for girls than for boys, which suggests we should pay more attention to how girls react emotionally to math.
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Data Availability
The datasets generated during and/or analysed during the current study are available from the corresponding author on reasonable request.
References
Abed, A. S., & Alkhateeb, H. M. (2001). Mathematics anxiety among eighth-grade students of the united arab emirates. Psychological Reports, 89(1), 65. https://doi.org/10.2466/pr0.2001.89.1.6
Amam, A., Darhim, D., Fatimah, S., & Noto, M. S. (2019). Math anxiety performance of the 8th grade students of junior high school. Journal of Physics: Conference Series. 1157(4),042099. doi:https://doi.org/10.1088/1742-6596/1157/4/042099
Aldrup, K., Klusmann, U., & Lüdtke, O. (2019). Reciprocal associations between students’ mathematics anxiety and achievement: can teacher sensitivity make a difference? Journal of Educational Psychology, 112, 735–750. 10.1037/ edu0000398.
Alexander, L., & Martray, C. R. (1989). The development of an abbreviated version of the mathematics anxiety rating scale. Measurement & Evaluation in Counseling & Development, 22(3), 143–150. https://doi.org/10.1080/07481756.1989.12022923
Ashcraft, M. H., & Moore, A. M. (2009). Mathematics anxiety and the affective drop in performance. Journal of Psychoeducational Assessment, 27(3), 197–205. https://doi.org/10.1177/0734282908330580
Ashcraft, M. H. (2002). Math anxiety: personal, educational, and cognitive consequences. Current Directions in Psychological Science, 11(5), 181–185. https://doi.org/10.1111/1467-8721.00196
Ashcraft, M. H., & Ridley, K. S. (2005). Math anxiety and its cognitive consequences: A tutorial review. Handbook of mathematical cognition (315–327). New York, NY, US: Psychology Press.
Ashcraft, M. H., & Krause, J. A. (2007). Working memory, math performance, and math anxiety. Psychonomic Bulletin & Review, 14(2), 243–248. https://doi.org/10.3758/bf03194059
Barroso, C., Ganley, C. M., McGraw, A. L., Geer, E. A., Hart, S. A., & Daucourt, M. C. (2021). A meta-analysis of the relation between math anxiety and math achievement. Psychological Bulletin, 147(2), 134–168. https://doi.org/10.1037/bul0000307
Beilock, S. L., Gunderson, E. A., Ramirez, G., & Levine, S. C. (2010). Reply to Plante et al.: Girls’ math achievement is related to their female teachers’ math anxiety. Proceedings of the National Academy of Sciences, 107(20), E80. doi:https://doi.org/10.1073/pnas.1003899107
Beilock, S. L., & Willingham, D. T. (2014). Math anxiety: can teachers help students reduce it? American Educator (2014). 28–33.
Brown, B. B., & Larson, R. W. (2002). The World’s Youth: The Kaleidoscope of Adolescence: Experiences of the World’s Youth at the Beginning of the 21st Century.2002.
Carey, E., Devine, A., Hill, F., & Szűcs, D. (2017). Differentiating anxiety forms and their role in academic performance from primary to secondary school. PLoS One, 12(3), https://doi.org/10.1371/journal.pone.0174418
Cargnelutti, E., Tomasetto, C., & Passolunghi, M. C. (2017). How is anxiety related to math performance in young students? A longitudinal study of Grade 2 to Grade 3 children. Cognition and Emotion, 31(4), 755–764.doi: h10.1080/02699931.2016.1147421
Caube, D., & Abocejo (2019). Anxiety towards mathematics and mathematics performance of grade 7 learners. Juropean Journal of Education Studies, 6(1), https://doi.org/10.5281/zenodo.2694050
Chang, S., & Cho, S. (2013). Development and validation of the korean mathematics anxiety rating scale for college students. Journal of the Korean Data Analysis Society, 15(4), 1955–1969.
Cheng, D., Ren, B., Yu, X., Wang, H., Chen, Q., & Zhou, X. (2022). Math anxiety as an independent psychological construct among social-emotional attitudes: an exploratory factor analysis. Annals of the New York Academy of Sciences, 1517(1), 191–202. https://doi.org/10.1111/nyas.14902
Cole, P. M., & Hall, S. E. (2008). Emotion dysregulation as a risk factor for psychopathology. In T. P. Beauchaine, & S. P. Hinshaw (Eds.), Child and adolescent psychopathology (pp. 265–298). John Wiley & Sons Inc.
Devine, A., Fawcett, K., Dénes, S., & Dowker, A. (2012). Gender differences in mathematics anxiety and the relation to mathematics performance while controlling for test anxiety. Behavioral and Brain Functions, 8(1), 33. https://doi.org/10.1186/1744-9081-8-33
Dowker, A., Bennett, K., & Smith, L. (2012). Research article attitudes to mathematics in primary school children. Child Development Research, 8(2012).doi: https://doi.org/10.1155/2012/124939
Ebisch, S. J., Bello, A., Spitoni, G. F., Perrucci, M. G., Gallese, V., Committeri, G., & Pizzamiglio, L. (2015). Emotional susceptibility trait modulates insula responses and functional connectivity in flavor processing. Frontiers in Behavioral Neuroscience, 9, 297. https://doi.org/10.3389/fnbeh.2015.00297
Eid, M., Gollwitzer, M., & Schmitt, M. (2011). Statistics and research methods Weinheim:Beltz.
Else-Quest, N. M., Hyde, J. S., & Linn, M. C. (2010). Cross-national patterns of gender differences in mathematics: a meta-analysis. Psychological bulletin, 136(1), 103–127. https://doi.org/10.1037/a0018053
Erturan, S., & Jansen, B. (2015). An investigation of boys’ and girls’ emotional experience of math, their math performance, and the relation between these variables. European Journal of Psychology of Education, 30(4), 421–435. https://doi.org/10.1007/s10212-015-0248-7
Flessati, S. L., & Jamieson, J. (1991). Gender differences in mathematics anxiety: an artifact of response bias? Anxiety Research, 3(4), 303–312. https://doi.org/10.1080/08917779108248759
Foley, A. E., Herts, J. B., Borgonovi, F., Guerriero, S., Levine, S. C., & Beilock, S. L. (2017). The Math anxiety-performance link. Current Directions in Psychological Science, 26(1), 52–58. https://doi.org/10.1177/0963721416672463
Frenzel, A. C., Pekrun, R., & Goetz, T. (2007). Girls and mathematics —A “hopeless” issue? A control-value approach to gender differences in emotions towards mathematics. European Journal of Psychology of Education, 22(4), 497–514. https://doi.org/10.2307/23421520
Gard, M. G., & Kring, A. M. (2007). Sex differences in the time course of emotion. Emotion, 7(2), 429–437. https://doi.org/10.1037/1528-3542.7.2.429
Geary, D. C., Hoard, M. K., Nugent, L., Chu, F., Scofield, J. E., & Hibbard, F., D (2019). Sex differences in mathematics anxiety and attitudes: concurrent and longitudinal relations to mathematical competence. Journal of educational psychology, 111(8), 1447. https://doi.org/10.1037/edu0000451
Granrose, C. S. (2007). Gender differences in career perceptions in the People’s Republic of China. Career Development International, 12(1), 9–27. https://doi.org/10.1108/13620430710724802
Gunderson, E. A., Ramirez, G., Beilock, S. L., & Levine, S. C. (2013). Teachers’ spatial anxiety relates to 1st- and 2nd‐graders’ spatial learning. Mind Brain and Education, 7(3), 196–199. https://doi.org/10.1111/mbe.12027
Hart, S. A., & Ganley, C. M. (2019). The nature of math anxiety in adults: prevalence and correlates. Journal of Numerical Cognition, 5(2), 122. https://doi.org/10.31234/osf.io/xncdq
Hembree, R. (1990). The nature, effects, and relief of mathematics anxiety. Journal for Research in Mathematics Education, 21(1), 33–46. https://doi.org/10.2307/749455
Hill, F., Mammarella, I. C., Devine, A., Caviola, S., Passolunghi, M. C., & Szűcs, D. (2016). Maths anxiety in primary and secondary school students: Gender differences, developmental changes and anxiety specificity. Learning And Individual Differences,48,45–53 doi:https://doi.org/10.1016/j.lindif.2016.02.006
Ho, H., Sentuk, D., Lam, A. G., Zmmer, J. M., Hong, S., Okamoto, Y., Chiu, S., Nakazawa, Y., & Wang, C. (2000). The affective and cognitive dimensions of math anxiety: a crossnational study. Journal for Research in Mathematics Education, 31, 362–379. https://doi.org/10.2307/749811
Hyde, J. S. (2005). The gender similarities hypothesis. American Psychologist, 60(6), 581–592. https://doi.org/10.1037/0003-066X.60.6.581
John, J. E., Insouvanh, K., & Robnett, R. D. (2022). The roles of gender identity, peer support, and Math anxiety in Middle School Math Achievement. Journal of Research on Adolescence. https://doi.org/10.1111/jora.12800
Kazelskis, R., Reeves, C., Kersh, M. E., Bailey, G., Cole, K., Larmon, M., et al. (2000). Mathematics anxiety and test anxiety: separate constructs? Journal of Experimental Education, 68(2), 137–146. https://doi.org/10.1080/00220970009598499
Keshavarzi, A., & Ahmadi, S. (2013). A comparison of Mathematics anxiety among students by gender. Procedia - Social and Behavioral Sciences, 83, 542–546. https://doi.org/10.1016/j.sbspro.2013.06.103
Koch, K., Pauly, K., Kellermann, T., Seiferth, N. Y., Reske, M., Backes, V., Stocker, T., Shah, N. J., Amuntsa, K., Kircher, T., Schneider, F., & Habel, U. (2007). Gender differences in the cognitive control of emotion: an fMRI study. Neuropsychologia, 45(12), 2744–2754. https://doi.org/10.1016/j.neuropsychologia.2007.04.012
Korlat, S., Kollmayer, M., Holzer, J., Lüftenegger, M., Pelikan, E. R., Schober, B., & Spiel, C. (2021). Gender differences in digital learning during COVID-19: competence beliefs, intrinsic value, learning engagement, and perceived teacher support. Frontiers in psychology, 12, 637776. https://doi.org/10.3389/fpsyg.2021.637776
Krohne, H. W., & Hock, M. (2008). Cognitive avoidance, positive affect, and gender as predictors of the processing of aversive information. Journal of Research in Personality, 42(6), 1572–1584. https://doi.org/10.1016/j.jrp.2008.07.015
Kyttälä, M., & Björn, P. M. (2014). The role of literacy skills in adolescents’ mathematics word problem performance: Controlling for visuo-spatial ability and mathematics anxiety. Learning and Individual Differences, 29, 59–66. https://doi.org/10.1016/j.lindif.2013.10.010
Lei, H., Cui, Y., & Chiu, M. M. (2018). The relationship between teacher support and students’ academic emotions: a meta-analysis. Frontiers in Psychology, 8, 2288doi. https://doi.org/10.3389/fpsyg.2017.02288
Li, H., Yuan, J. J., & Lin, C. D. (2008). The neural mechanism underlying the female advantage in identifying negative emotions: an event-related potential study. Neuroimage, 40, 1921–1929. https://doi.org/10.1016/j.neuroimage.2008.01.033
Li, H., Zhang, A., Zhang, M., Huang, B., Zhao, X., Gao, J., & Si, J. (2021). Concurrent and longitudinal associations between parental educational involvement, teacher support, and math anxiety: the role of math learning involvement in elementary school children. Contemporary Educational Psychology, 66, 101984. https://doi.org/10.1016/j.cedpsych.2021.101984
Liu, R. (2018). Gender-math stereotype, biased self-assessment, and aspiration in STEM careers: the gender gap among early adolescents in China. Comparative Education Review, 62(4), 522–541. https://doi.org/10.1086/699565
Liu, W. (2022). Analysis on the influence factors of Urban Women’s willingness to have more Than one child. International Journal of Education and Humanities, 3(2), 51–52. https://doi.org/10.54097/ijeh.v3i2.798
Luttenberger, S., Wimmer, S., & Paechter, M. (2018). Spotlight on math anxiety. Psychology Research and Behavior Management, 11, 311–322. https://doi.org/10.2147/PRBM.S141421
Ma, X. (1999). A meta-analysis of the relationship between anxiety toward mathematics and achievement in mathematics. Journal for research in mathematics education, 30(5), 520–540. https://doi.org/10.2307/749772
Ma, X., & Xu, J. (2004). Determining the causal ordering between attitude toward Mathematics and Achievement in Mathematics. American Journal of Education, 110(3), 256–280. https://doi.org/10.1086/383074
Maffei, A., Vencato, V., & Angrilli, A. (2015). Sex differences in emotional evaluation of film clips: interaction with five high arousal emotional categories. PloS one, 10(12), e0145562. https://doi.org/10.1371/journal.pone.0145562
McRae, K., Ochsner, K. N., Mauss, I. B., Gabrieli, J. J. D., & Gross, J. J. (2008). Gender differences in emotion regulation: an fMRI study of cognitive reappraisal. Group Processes & Intergroup Relations, 11(2), 143–162. https://doi.org/10.1177/1368430207088035
Mak, A. K. Y., Hu, Z. G., Zhang, J. X. X., Xiao, Z. W., & Lee, T. M. C. (2009). Sex-related differences in neural activity during emotion regulation. Neuropsychologia, 47, 2900–2908. https://doi.org/10.1016/j.neuropsychologia.2009.06.017
Mier, H. I. V., Schleepen, T. M. J., & Berg, F. C. G. V. D. (2019). Gender differences regarding the impact of math anxiety on arithmetic performance in second and fourth graders. Frontiers in Psychology, 9, https://doi.org/10.3389/fpsyg.2018.02690
Miller, E. K., & Cohen, J. D. (2001). Integrative theory of prefrontal cortex function. Annual Review of Neuroscience, 24(1), 167–202. https://doi.org/10.1146/annurev.neuro.24.1.167
Miller, H., & Bichsel, J. (2004). Anxiety, working memory, gender, and math performance. Personality & Individual Differences, 37(3), 591–606. https://doi.org/10.1016/j.paid.2003.09.029
Mullis, I. V. S., Martin, M., & Tom, L. (2016). 20 years of TIMSS: International Trends in Mathematics and Science Achievement Curriculum and. Instruction” International Association for the Evaluation of Educational Achievement (IEA).
Namkung, J. M., Peng, P., & Lin, X. (2019). The relation between Mathematics anxiety and Mathematics Performance among School-Aged students: a Meta-analysis. Review of Educational Research, 89(3), 459–496. https://doi.org/10.3102/0034654319843494
National Bureau of Statistics (2021). Final monitoring report on Outline for the Development of Chinese Women (2011–2020).China Information News,12.
National Bureau of Statistics (2021). China Statistical Yearbook-2021. China Statistics Press
OECD (2015). Does math make you anxious? Pisa in Focus.
Olmez, I. B., & Ozel, S. (2012). Mathematics anxiety among sixth and seventh grade turkish elementary school students. Procedia Social & Behavioral Sciences, 46, 4933–4937. https://doi.org/10.1016/j.sbspro.2012.06.362
Pang, Y., & Wang, S. (2011). Gender differences in occupational mobility of residents in coastal cities: a case study of Qingdao City. China Business, 5, 7–8.
Punaro, L., & Reeve, R. (2012). Relationships between 9-Year-Olds’ Math and Literacy Worries and Academic Abilities. Child Development Research, 2012, 1–11. doi:https://doi.org/10.1155/2012/359089
Reali, F., Jiménez-Leal, W., Maldonado-Carreño, C., Devine, A., & Szücs, D. (2016). Examining the link between math anxiety and math performance in colombian students. Revista Colombiana De Psicologia, 25(2), https://doi.org/10.15446/rcp.v25n2.54532
Reddy, R., Rhodes, J. E., & Mulhall, P. (2003). The influence of teacher support on student adjustment in the middle school years: a latent growth curve study. Development and Psychopathology, 15, 119–138. https://doi.org/10.1017/S0954579403000075
Rice, L., Barth, J. M., Guadagno, R. E., Smith, G. P. A., & McCallum, D. M. (2013). The role of social support in students’ perceived abilities and attitudes toward math and science. Journal of Youth and Adolescence, 42(7), 1028–1040. https://doi.org/10.1007/s10964-012-9801-8
Rodarte-Luna, B., & Sherry, A. (2008). Sex differences in the relation between statistics anxiety and cognitive/learning strategies. Contemporary Educational Psychology, 33(2), 327–344. https://doi.org/10.1016/j.cedpsych.2007.03.002
Rusting, C. L., & Larsen, R. J. (1997). Extraversion, neuroticism, and susceptibility to positive and negative affect: a test of two theoretical models. Personality & Individual Differences, 22(5), 607–612. https://doi.org/10.1016/S0191-8869(96)00246-2
Ryan, R. M., Stiller, J. D., & Lynch, J. H. (1994). Representations of relationships to teachers, parents, and friends as predictors of academic motivation and self-esteem. The Journal of Early Adolescence, 14, 226–249. https://doi.org/10.1177/027243169401400207
Sebastian, C., Burnett, S., & Blakemore, S. J. (2008). Development of the self-concept during adolescence. Trends in Cognitive Sciences, 12(11), 441–446. https://doi.org/10.1016/j.tics.2008.07.008
Shamay-Tsoory, S. G., Tomer, R., Berger, B. G., & Aharon-Peretz, J. (2003). Characterization of empathy deficits following prefrontal brain damage: the role of the right ventromedial prefrontal cortex. Journal of Cognitive Neuroscience, 15(3), 324–337. https://doi.org/10.1162/089892903321593063
Srivastava, R., Imam, A., & Singh, G. P. (2016). Mathematics anxiety among secondary school students in relation to gender and parental education. International Journal of Applied Research, 2(1), 787–790.
Tsui, M. (2007). Gender and mathematics achievement in China and the United States. Gender Issues, 24(3), 1–11. https://doi.org/10.1007/s12147-007-9044-2
Tsui, J. M., & Mazzocco, M. M. M. (2006). Effects of math anxiety and perfectionism on timed versus untimed math testing in mathematically gifted sixth graders. Roeper Review, 29(2), 132–139. https://doi.org/10.1080/02783190709554397
Wang, L. (2019). Mediation Relationships among gender, spatial ability, Math anxiety, and Math Achievement. Educational Psychology Review, 32(1), 1–15. https://doi.org/10.1007/s10648-019-09487-z
Wine, J. (1980). Cognitive – attentional theory of test anxiety. In I. G. Sarason (Ed.), Test anxiety: theory, research and applications. Hillsdale, NJ: Lawrence Erlbaum.
Wu, S. S., Barth, M., Amin, H., Malcarne, V., & Menon, V. (2012). Math anxiety in second and third graders and its relation to mathematics achievement. Frontiers in Psychology, 3(162), 162. https://doi.org/10.3389/fpsyg.2012.00162
Xie, F., Xin, Z., Chen, X., & Zhang, L. (2019). Gender difference of Chinese High School Students’ Math anxiety: the Effects of Self-Esteem, Test anxiety and general anxiety. Sex roles, 81(3–4), 235–244. https://doi.org/10.1007/s11199-018-0982-9
Yang, J., Zhang, S., Lou, Y., Long, Q., Liang, Y., Xie, S., & Yuan, J. (2018). The increased sex differences in susceptibility to emotional stimuli during adolescence: an event-related potential study. Frontiers in human neuroscience, 11, 660. https://doi.org/10.3389/fnhum.2017.00660
Young, C. B., Wu, S. S., & Menon, V. (2012). The neurodevelopmental basis of math anxiety. Psychological Science, 23(5), 492–501. https://doi.org/10.1177/0956797611429134
Yuan, J., Li, H., Long, Q., Yang, J., Lee, T., & Zhang, D. (2021). Gender role, but not sex, shapes humans’ susceptibility to emotion. Neuroscience bulletin, 37(2), 201–216. https://doi.org/10.1007/s12264-020-00588-2
Yuan, J., Luo, Y., Yan, J. H., Meng, X., Yu, F., & Li, H. (2009). Neural correlates of the females’ susceptibility to negative emotions: an insight into gender-related prevalence of affective disturbances. Human brain mapping, 30(11), 3676–3686. https://doi.org/10.1002/hbm.20796
Yuan, J. J., Yang, J. M., Chen, J., Meng, X. X., & Li, H. (2010). Enhanced sensitivity to rare, emotion- irrelevant stimuli in females: neural correlates. Neuroscience, 169, 1758–1767. https://doi.org/10.1016/j.neuroscience.2010.06.024
Yüksel-Şahin, F. (2008). Mathematics anxiety among 4th and 5th grade turkish elementary school students. International Electronic Journal of Mathematics Education, 3(3), 179–192. https://doi.org/10.1126/science.238.4826.447-a
Yurgelun-Todd, D. (2007). Emotional and cognitive changes during adolescence. Current opinion in neurobiology, 17(2), 251–257. https://doi.org/10.1016/j.conb.2007.03.009
Zhang, J., Zhao, N., & Kong, Q. P. (2019). The relationship between Math anxiety and Math Performance: a Meta-Analytic Investigation. Frontiers in Psychology, 10, https://doi.org/10.3389/fpsyg.2019.01613
Zelazo, P. D., & Cunningham, W. A. (2006). Executive function. Mechanism underlying emotion regulation. In J. J. Gross (Ed.), Handbook of emotional regulation (1st ed., pp. 135–158). New York: Guilford Publications.
Zelenski, J. M., & Larsen, R. J. (1999). Susceptibility to affect: a comparison of three personality taxonomies. Journal of Personality, 67(5), 761–791. https://doi.org/10.1111/1467-6494.00072
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This study has been supported by the STI 2030—Major Projects 2021ZD0200500, the MOE (Ministry of Education of the People’s Republic of China) Project of Humanities and Social Sciences [No. 18YJC190030] and Qingdao Municipal Planning Project of Social Sciences [No. QDSKL2001017].
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Xiaodan Yu, Haitao Wang and Xinlin Zhou designed experiment and revised the manuscript. Xiaodan Yu and Haitao Wang collected data. Xiaodan Yu, Huimin Zhou, Panpan Sheng, Bingqian Ren analysed data and wrote the manuscript. Yiguo Wang revised the manuscript.
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Yu, X., Zhou, H., Sheng, P. et al. Math anxiety is more closely associated with math performance in female students than in male students. Curr Psychol 43, 1381–1394 (2024). https://doi.org/10.1007/s12144-023-04349-y
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DOI: https://doi.org/10.1007/s12144-023-04349-y