Evidence map›Paper›PMID 35752948›Full record

ArticleScandinavian journal of psychology2022

Does mathematics anxiety moderate the effect of problem difficulty on cognitive effort?

Terje Ulv Throndsen, Marcus Lindskog, Markku Niemivirta, Riikka Mononen

Abstract read
In one paragraph

Article in Scandinavian journal of psychology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Math anxiety and arithmetic learning: Evidence for impaired procedural learning and enhanced retrieval learning.Journal of experimental psychology. Learning, memory, and cognition · 2025
    Article
  2. Article
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

4 authors.

Terje Ulv ThrondsenDepartment of Special Needs Education, University of Oslo, Oslo, Norway.ORCID https://orcid.org/0000-0002-7322-5302
Marcus LindskogDepartment of Psychology and Department of Education, Uppsala University, Uppsala, Sweden.ORCID https://orcid.org/0000-0003-1326-6177
Markku NiemivirtaSchool of Applied Educational Science and Teacher Education, University of Eastern Finland and Department of Education, University of Helsinki, Helsinki, Finland.ORCID https://orcid.org/0000-0001-7152-5152
Riikka MononenDepartment of Special Needs Education, University of Oslo, Oslo, Norway.ORCID https://orcid.org/0000-0003-2883-5854

Funding

Norges Forskningsråd 283396Norwegian Research Council
6 · The paper itself

Abstract

A negative relationship between mathematics anxiety (MA) and mathematics performance is well documented. One suggested explanation for this relationship is that MA interferes with the cognitive processes needed when solving mathematics problems. A demand for using more cognitive effort (e.g., when performing harder mathematics problems), can be traced as an increase in pupil dilation during the performance. However, we lack knowledge of how MA affects this relationship between the problem difficulty and cognitive effort. This study investigated, for the first time, if MA moderates the effect of arithmetic (i.e., multiplication) problem difficulty on cognitive effort. Thirty-four university students from Norway completed multiplication tasks, including three difficulty levels of problems, while their cognitive effort was also measured by means of pupil dilation using an eye tracker. Further, the participants reported their MA using a questionnaire, and arithmetic competence, general intelligence, and working memory were measured with paper-pencil tasks. A linear mixed model analysis showed that the difficulty level of the multiplication problems affected the cognitive effort so that the pupil dilated more with harder multiplication problems. However, we did not find a moderating effect of MA on cognitive effort, when controlling for arithmetic competence, general intelligence, and working memory. This suggests that MA does not contribute to cognitive effort when solving multiplication problems.

Indexed as

Memory, Short-TermProblem SolvingAnxietyCognitionHumansMathematicsarithmeticCognitive efforteye trackingmathematics anxietypupillometryworking memory

Identifiers

PMID35752948
PMCPMC9796384

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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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.