The Relationship Between Numerical Magnitude Processing and Math Anxiety, and Their Joint Effect on Adult Math Performance, Varied by Indicators of Numerical Tasks

Overview

Journal Cogn Process

Specialty Psychology

Date 2024 Apr 21

PMID 38644404

Authors

Monika Szczygiel

Mehmet Hayri Sari

Affiliations

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Abstract

According to the hypothesis of Maloney et al. (Cognition 114(2):293-297, 2010. https://doi.org/10.1016/j.cognition.2009.09.013), math anxiety is related to deficits in numerical magnitude processing, which in turn compromises the development of advanced math skills. Because previous studies on this topic are contradictory, which may be due to methodological differences in the measurement of numerical magnitude processing, we tested Maloney et al.'s hypothesis using different tasks and their indicators: numerical magnitude processing (symbolic and non-symbolic comparison tasks: accuracy, reaction time, numerical ratio, distance and size effects, and Weber fraction; number line estimation task: estimation error), math anxiety (combined scores of learning, testing, math problem solving, and general math anxiety), and math performance. The results of our study conducted on 119 young adults mostly support the hypothesis proposed by Maloney et al. that deficiency in symbolic magnitude processing is related to math anxiety, but the relationship between non-symbolic processes and math anxiety was opposite to the assumptions. Moreover, the results indicate that estimation processes (but not comparison processes) and math anxiety are related to math performance in adults. Finally, high math anxiety moderated the relationship between reaction time in the symbolic comparison task, reaction time in the non-symbolic comparison task, numerical ratio effect in the symbolic comparison task, and math performance. Because the results of the joint effect of numerical magnitude processing and math anxiety on math performance were inconsistent, this part of the hypothesis is called into question.

References

Honore N, Noel M . Improving Preschoolers' Arithmetic through Number Magnitude Training: The Impact of Non-Symbolic and Symbolic Training. PLoS One. 2016; 11(11):e0166685. PMC: 5119778. DOI: 10.1371/journal.pone.0166685. View

Piazza M, Izard V, Pinel P, Le Bihan D, Dehaene S . Tuning curves for approximate numerosity in the human intraparietal sulcus. Neuron. 2004; 44(3):547-55. DOI: 10.1016/j.neuron.2004.10.014. View

Guillaume M, Gevers W, Content A . Assessing the Approximate Number System: no relation between numerical comparison and estimation tasks. Psychol Res. 2015; 80(2):248-58. DOI: 10.1007/s00426-015-0657-x. View

Reyna V, Nelson W, Han P, Dieckmann N . How numeracy influences risk comprehension and medical decision making. Psychol Bull. 2009; 135(6):943-73. PMC: 2844786. DOI: 10.1037/a0017327. View

Cueli M, Areces D, McCaskey U, Alvarez-Garcia D, Gonzalez-Castro P . Mathematics Competence Level: The Contribution of Non-symbolic and Spatial Magnitude Comparison Skills. Front Psychol. 2019; 10:465. PMC: 6411688. DOI: 10.3389/fpsyg.2019.00465. View

Schwenk C, Sasanguie D, Kuhn J, Kempe S, Doebler P, Holling H . (Non-)symbolic magnitude processing in children with mathematical difficulties: A meta-analysis. Res Dev Disabil. 2017; 64:152-167. DOI: 10.1016/j.ridd.2017.03.003. View

Zhang J, Zhao N, Kong Q . The Relationship Between Math Anxiety and Math Performance: A Meta-Analytic Investigation. Front Psychol. 2019; 10:1613. PMC: 6692457. DOI: 10.3389/fpsyg.2019.01613. View

Krajcsi A, Szucs T . Symbolic number comparison and number priming do not rely on the same mechanism. Psychon Bull Rev. 2022; 29(5):1969-1977. PMC: 9568444. DOI: 10.3758/s13423-022-02108-x. View

Opfer J, Siegler R . Representational change and children's numerical estimation. Cogn Psychol. 2007; 55(3):169-95. DOI: 10.1016/j.cogpsych.2006.09.002. View

10.

Garcia-Retamero R, Sobkow A, Petrova D, Garrido D, Traczyk J . Numeracy and Risk Literacy: What Have We Learned so Far?. Span J Psychol. 2019; 22:E10. DOI: 10.1017/sjp.2019.16. View

11.

Verguts T, Fias W, Stevens M . A model of exact small-number representation. Psychon Bull Rev. 2005; 12(1):66-80. DOI: 10.3758/bf03196349. View

12.

Ramirez G, Chang H, Maloney E, Levine S, Beilock S . On the relationship between math anxiety and math achievement in early elementary school: The role of problem solving strategies. J Exp Child Psychol. 2015; 141:83-100. DOI: 10.1016/j.jecp.2015.07.014. View

13.

Simms V, Clayton S, Cragg L, Gilmore C, Johnson S . Explaining the relationship between number line estimation and mathematical achievement: The role of visuomotor integration and visuospatial skills. J Exp Child Psychol. 2016; 145:22-33. DOI: 10.1016/j.jecp.2015.12.004. View

14.

Maloney E, Ansari D, Fugelsang J . The effect of mathematics anxiety on the processing of numerical magnitude. Q J Exp Psychol (Hove). 2010; 64(1):10-6. DOI: 10.1080/17470218.2010.533278. View

15.

Dietrich J, Huber S, Moeller K, Klein E . The influence of math anxiety on symbolic and non-symbolic magnitude processing. Front Psychol. 2015; 6:1621. PMC: 4621307. DOI: 10.3389/fpsyg.2015.01621. View

16.

Cipora K, Szczygiel M, Willmes K, Nuerk H . Math Anxiety Assessment with the Abbreviated Math Anxiety Scale: Applicability and Usefulness: Insights from the Polish Adaptation. Front Psychol. 2015; 6:1833. PMC: 4663255. DOI: 10.3389/fpsyg.2015.01833. View

17.

Casad B, Hale P, Wachs F . Parent-child math anxiety and math-gender stereotypes predict adolescents' math education outcomes. Front Psychol. 2015; 6:1597. PMC: 4630312. DOI: 10.3389/fpsyg.2015.01597. View

18.

Price G, Palmer D, Battista C, Ansari D . Nonsymbolic numerical magnitude comparison: reliability and validity of different task variants and outcome measures, and their relationship to arithmetic achievement in adults. Acta Psychol (Amst). 2012; 140(1):50-7. DOI: 10.1016/j.actpsy.2012.02.008. View

19.

Maldonado Moscoso P, Castaldi E, Arrighi R, Primi C, Caponi C, Buonincontro S . Mathematics and Numerosity but Not Visuo-Spatial Working Memory Correlate with Mathematical Anxiety in Adults. Brain Sci. 2022; 12(4). PMC: 9029128. DOI: 10.3390/brainsci12040422. View

20.

Cantlon J, Libertus M, Pinel P, Dehaene S, Brannon E, Pelphrey K . The neural development of an abstract concept of number. J Cogn Neurosci. 2008; 21(11):2217-29. PMC: 2745480. DOI: 10.1162/jocn.2008.21159. View