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Math anxiety in primary school students: measurement, mediators, and cross-cultural comparisons
Umeå University, Faculty of Social Sciences, Department of applied educational science, Departement of Educational Measurement.
2025 (English)Doctoral thesis, comprehensive summary (Other academic)Alternative title
Matematikängslan hos elever i grundskolan : mätning, mediatorer och kulturöverskridande jämförelser (Swedish)
Abstract [en]

This thesis was conducted within the project Choking Under Pressure, a longitudinal study following Swedish Grade 4 students during four semesters. The main purpose of this thesis was to develop and validate a math anxiety rating scale for Swedish-speaking primary school students in a Nordic context, and to explore the underlying mechanisms in the math anxiety–math performance relationship. This thesis consists of four studies, where Studies I and II adopt a measurement perspective. Study III provides a review of the role of working memory in the math anxiety–math performance relationship. Study IV extends Study III by empirically examining working memory and self-concept as mediators.

Study I assessed the validity and reliability of the Swedish MARS-E. Test-retest reliability and internal consistency demonstrated longitudinal stability and strong item agreement. Dimensionality analysis supported a one-factor structure, with evidence of both gender and longitudinal invariance. Significant gender differences in math anxiety were found, increasing across time points.

Study II extended Study I by combining data from two Finnish projects–one Finnish and one Finland-Swedish–with the Swedish sample. All measurements were conducted in Spring 2023 on Grade 4 students using the same instruments. A one-factor model was found for both Swedish-speaking groups, whereas the Finnish version of the MARS-E supported a two-factor model.

Study III was a literature review employing meta-analysis to examine the relationship between working memory and math anxiety, and the mediating role of working memory in the math anxiety–performance link. Results from 57 studies showed a significant negative correlation, and data from 8 studies indicated a partial mediation effect.

Study IV empirically examined how working memory and math self-concept influence the math anxiety–math performance link. Using structural equation models across two longitudinal waves, as well as multiple mediation, the results showed that both working memory and self-concept in math are important mediators in this relationship.The main contributions of this thesis are the development and validation of the Swedish MARS-E, as well as a deeper understanding of the mediating roles of working memory and math self-concept in the math anxiety–math performance relationship. These findings have implications for both research and educational practice, refining theoretical models of math anxiety and its cognitive and motivational correlates, and providing a foundation for interventions targeting math anxiety.

Place, publisher, year, edition, pages
Umeå: Umeå University, 2025. , p. 62
Series
Academic dissertations at the department of Educational Measurement, ISSN 1652-9650 ; 16
Keywords [en]
math anxiety, working memory, math performance, validity, mediation
National Category
Educational Sciences Psychology
Identifiers
URN: urn:nbn:se:umu:diva-237823ISBN: 9789180706766 (print)ISBN: 9789180706773 (electronic)OAI: oai:DiVA.org:umu-237823DiVA, id: diva2:1953302
Public defence
2025-05-16, Hörsal SAM.A.280, Samhällsvetarhuset, Umeå, 10:15 (English)
Opponent
Supervisors
Part of project
Choking under pressure: Linking math anxiety with math performance, Swedish Research Council
Funder
Swedish Research Council, 2019-03928Available from: 2025-04-25 Created: 2025-04-19 Last updated: 2025-04-23Bibliographically approved
List of papers
1. Reliability and validity evidence of the Swedish shortened mathematics anxiety rating scale elementary (MARS-E)
Open this publication in new window or tab >>Reliability and validity evidence of the Swedish shortened mathematics anxiety rating scale elementary (MARS-E)
2024 (English)In: Discover Education, E-ISSN 2731-5525, Vol. 3, no 1, article id 240Article in journal (Refereed) Published
Abstract [en]

The current study assessed reliability and validity evidence of the shortened Swedish Mathematics Anxiety Rating Scale—Elementary (MARS-E), using data from three time points. After initial pilot tests, a total of 429 students participated in the study, completing the MARS-E twice during grade 4 and once during grade 5. Confirmatory factor analyses supported a one-factor structure at each timepoint. The scale displayed both longitudinal and gender measurement invariance across timepoints, ensuring both stability and fairness across gender and time. Factor correlations with criterion variables were examined, revealing a strong correlation between math anxiety (MA) and test anxiety (TA) (r = 0.707). However, the two constructs had distinct relationships to other criterion variables, such as math performance (rma = − 0.343, rta = − 0.110) and self-concept in math (rma = − 0.580, rta = − 0.273). Gender correlations provided evidence of girls being more strongly associated with higher math anxiety scores compared to boys. The current paper provides evidence of the Swedish MARS-E as a valid, easily interpreted, unidimensional instrument for measuring math anxiety in Swedish primary school students. Additionally, the study highlights the gender disparities concerning math anxiety as early as grades 4 and 5.

Place, publisher, year, edition, pages
Springer Nature, 2024
Keywords
Math anxiety scale, Invariance testing, Validity, Reliability
National Category
Applied Psychology
Identifiers
urn:nbn:se:umu:diva-233042 (URN)10.1007/s44217-024-00348-8 (DOI)2-s2.0-85211143946 (Scopus ID)
Funder
Swedish Research Council, 2019-03928
Available from: 2024-12-18 Created: 2024-12-18 Last updated: 2025-04-19Bibliographically approved
2. Math anxiety and its relations to arithmetic fluency and number processing: evidence from Finnish, Finnish-Swedish, and Swedish fourth-grade students
Open this publication in new window or tab >>Math anxiety and its relations to arithmetic fluency and number processing: evidence from Finnish, Finnish-Swedish, and Swedish fourth-grade students
Show others...
(English)Manuscript (preprint) (Other academic)
Abstract [en]

Introduction: The negative relationship between math anxiety and mathematics performance is well established. However, factors such as how math anxiety is operationalized, the specific mathematical domain, gender, and cultural context may influence this relationship. Still, these factors have not been considered together and the results in primary school students have been inconsistent. Thus, this study aimed to investigate how math anxiety is related to arithmetic fluency and number processing in fourthgrade students across three cultural contexts (Finnish- and Swedish-speaking students from Finland and Swedish-speaking students from Sweden). In addition, we investigated the dimensionality of math anxiety (i.e., cognitive and affective dimensions) and gender differences in the level of and relations between math anxiety and mathematics performance.

Methods: The sample included 1022 fourth-grade students (52.6% girls) from Finland and Sweden. The participants completed a survey measuring their math anxiety and a mathematics performance test (arithmetic fluency and number processing).

Results: Confirmatory factor analysis supported a two-dimensional math anxiety construct for the Finnish-speaking sample and a unidimensional math anxiety construct for the Swedish-speaking samples. The negative math anxiety–performance relationship was demonstrated in each sample, showing a slightly stronger association for arithmetic fluency than number processing. On average girls experienced higher levels of math anxiety and boys had better arithmetic fluency. The negative relationship between math anxiety and mathematics performance, especially for number processing, was stronger for boys.

Conclusion: The results highlightthe relationships between math anxiety and mathematics performance in fourth-grade students in Finland and Sweden. More research considering cultural (e.g., language) and gender differences is needed.

Keywords
math anxiety, arithmetic fluency, number processing, primary school
National Category
Educational Sciences Psychology
Identifiers
urn:nbn:se:umu:diva-237818 (URN)10.31234/osf.io/r4td6_v1 (DOI)
Available from: 2025-04-19 Created: 2025-04-19 Last updated: 2025-04-23Bibliographically approved
3. Working Memory and Its Mediating Role on the Relationship of Math Anxiety and Math Performance: A Meta-Analysis
Open this publication in new window or tab >>Working Memory and Its Mediating Role on the Relationship of Math Anxiety and Math Performance: A Meta-Analysis
Show others...
2022 (English)In: Frontiers in Psychology, E-ISSN 1664-1078, Vol. 12, article id 798090Article in journal (Refereed) Published
Abstract [en]

It is well established that math anxiety has a negative relationship with math performance (MP). A few theories have provided explanations for this relationship. One of them, the Attentional Control Theory (ACT), suggests that anxiety can negatively impact the attentional control system and increase one's attention to threat-related stimuli. Within the ACT framework, the math anxiety (MA)—working memory (WM) relationship is argued to be critical for math performance. The present meta-analyses provides insights into the mechanisms of the MA—MP relation and the mediating role of WM. Through database searches with pre-determined search strings, 1,346 unique articles were identified. After excluding non-relevant studies, data from 57 studies and 150 effect sizes were used for investigating the MA—MP correlation using a random-effects model. This resulted in a mean correlation of r = −0.168. The database search of WM as a mediator for the MA—MP relation revealed 15 effects sizes leading to a descriptive rather than a generalizable statistic, with a mean indirect effect size of −0.092. Overall, the results confirm the ACT theory, WM does play a significant role in the MA—MP relationship.

Place, publisher, year, edition, pages
Frontiers Media S.A., 2022
Keywords
omath anxiety, math performance, meta-analysis, working memory, Attentional Control Theory (ACT)
National Category
Psychology Pedagogy Educational Sciences
Research subject
education; Psychology
Identifiers
urn:nbn:se:umu:diva-192498 (URN)10.3389/fpsyg.2021.798090 (DOI)000750882300001 ()35126249 (PubMedID)2-s2.0-85124143827 (Scopus ID)
Projects
Choking under pressure
Funder
Swedish Research Council, 2019-03928
Available from: 2022-02-15 Created: 2022-02-15 Last updated: 2025-04-19Bibliographically approved
4. Working memory and self-beliefs mediate the anxiety-performance link
Open this publication in new window or tab >>Working memory and self-beliefs mediate the anxiety-performance link
(English)Manuscript (preprint) (Other academic)
Abstract [en]

Attentional Control Theory posits that anxiety can impair attentional processes critical for complex tasks. This longitudinal study applies the theory to a math anxiety – math performance context within primary school students, investigating the roles of working memory as well as self-concept as mediators. Specifically, this study assesses the impact of these cognitive and self-belief mediators on arithmetic fluency and number processing and examines gender differences in the mediation pathways. Findings suggest that both working memory and self-concept mediate the negative relationship between math anxiety and math performance. Specifically, higher math anxiety levels were linked to reduced working memory and lower self-concept, working memory later affected both math outcomes. The mediation effects were stable across gender, with both mediators significantly impacting girls, and to a large extent, boys. These findings highlight the importance of addressing both cognitive and self-belief factors in educational interventions aimed at reducing math anxiety and improving performance.

Keywords
math anxiety, working memory, self-concept, math performance, mediation
National Category
Psychology Educational Sciences
Identifiers
urn:nbn:se:umu:diva-237820 (URN)
Available from: 2025-04-19 Created: 2025-04-19 Last updated: 2025-04-22Bibliographically approved

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