Evidence map›Paper›PMID 41225726›Full record

ArticleScandinavian journal of psychology2026

Math Anxiety and Its Relations to Arithmetic Fluency and Number Processing: Evidence From Finnish, Finnish-Swedish, and Swedish Fourth-Grade Students.

Pinja Tähti, Jonatan Finell, Anna Tapola, Ellen Sammallahti, Anna Widlund, Bert Jonsson, Riikka Mononen, Johan Korhonen

Abstract read
In one paragraph

Article in Scandinavian journal of psychology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Pinja TähtiSpecial and Inclusive Education, University of Oulu, Oulu, Finland.ORCID https://orcid.org/0000-0003-4438-8986
Jonatan FinellDepartment of Applied Educational Science, Umeå University, Umeå, Sweden.ORCID https://orcid.org/0009-0008-9876-4493
Anna TapolaFaculty of Education and Welfare Studies, Åbo Akademi University, Turku, Finland.ORCID https://orcid.org/0000-0003-0442-2051
Ellen SammallahtiFaculty of Education and Welfare Studies, Åbo Akademi University, Turku, Finland.ORCID https://orcid.org/0009-0007-4959-2579
Anna WidlundFaculty of Education and Welfare Studies, Åbo Akademi University, Turku, Finland.ORCID https://orcid.org/0000-0001-5563-5044
Bert JonssonDepartment of Applied Educational Science, Umeå University, Umeå, Sweden.ORCID https://orcid.org/0000-0002-5884-6469
Riikka MononenSpecial and Inclusive Education, University of Oulu, Oulu, Finland.ORCID https://orcid.org/0000-0003-2883-5854
Johan KorhonenFaculty of Education and Welfare Studies, Åbo Akademi University, Turku, Finland.ORCID https://orcid.org/0000-0001-9666-9400

Funding

Research Council of Finland 349929Research Council of Finland 363508Swedish Research Council 2019-03928
6 · The paper itself

Abstract

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 fourth-grade 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. 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). 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. The results highlight the 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.

Indexed as

AnxietyMathematical ConceptsMathematicsStudentsChildCross-Cultural ComparisonFemaleFinlandHumansMaleSex FactorsSwedenarithmetic fluencymath anxietynumber processingprimary school

Identifiers

PMID41225726
PMCPMC12983999

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.