Evidence map›Paper›PMID 41801892›Full record

ArticlePloS one2026

Associations between physical activity, fitness, cognitive and academic performance in Swedish adolescents: Findings from a cross-sectional study.

Karin Kjellenberg, Rui Wang, Jonna Nilsson Horre, Björg Helgadóttir, Örjan Ekblom, Amika Singh, Gisela Nyberg

Abstract read
In one paragraph

Article in PloS one, 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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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

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No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Karin KjellenbergDepartment of Physical Activity and Health, The Swedish School of Sport and Health Sciences, Stockholm, Sweden.ORCID https://orcid.org/0000-0002-8079-0596
Rui WangDepartment of Physical Activity and Health, The Swedish School of Sport and Health Sciences, Stockholm, Sweden.
Jonna Nilsson HorreDepartment of Physical Activity and Health, The Swedish School of Sport and Health Sciences, Stockholm, Sweden.
Björg HelgadóttirDepartment of Physical Activity and Health, The Swedish School of Sport and Health Sciences, Stockholm, Sweden.
Örjan EkblomDepartment of Physical Activity and Health, The Swedish School of Sport and Health Sciences, Stockholm, Sweden.
Amika SinghMulier Instituut, Utrecht, Netherlands.
Gisela NybergDepartment of Physical Activity and Health, The Swedish School of Sport and Health Sciences, Stockholm, Sweden.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAdolescence is a crucial phase for the development of cognitive abilities linked to academic performance. Factors such as physical activity (PA) and fitness have been hypothesized to be linked to these outcomes, although the evidence is inconclusive. This study aimed to examine the associations between PA, fitness, academic, and cognitive performance in the same sample of adolescents.

methodsIn this cross-sectional study, 1139 Swedish adolescents (mean age 13.4 years) participated. We assessed PA (accelerometry), cardiovascular fitness (submaximal ergometer test), cognitive performance (computer-based test assessing episodic and working memory with 3 tests per domain), and academic performance (grades in math and language, Swedish). We utilized multilevel mixed models to explore associations and structural equation modeling to perform mediation analyses.

resultsWe found a weak positive association between cardiovascular fitness and math grades (b: 0.18, 95% CI: 0.09, 0.26 β: 0.18), language grades (b: 0.16, 95% CI: 0.07, 0.25 β: 0.13), and cognitive performance (b: 0.01, 95% CI: 0.00, 0.02 β: 0.11). Further, cognitive performance scores mediated 40% of the associations between fitness and math, and language grades. Adolescents with parents with short education (≤12 years of education) or foreign-born had lower fitness levels and grades in math and language (all p < 0.05).

conclusionFitness was the only significant factor associated with cognitive and academic performance, although the association was weak. Given our findings of low fitness and academic performance among adolescents with parents with short education or parents born abroad, future studies should tailor their interventions to ensure the inclusion of these groups.

Indexed as

Academic PerformanceCognitionExercisePhysical FitnessAdolescentCross-Sectional StudiesFemaleHumansMaleSweden

Identifiers

PMID41801892
PMCPMC12970885

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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.