Evidence map›Paper›PMID 31525169›Full record

ArticleMedicine and science in sports and exercise2019

The Longitudinal Associations of Fitness and Motor Skills with Academic Achievement.

Heidi J Syväoja, Anna Kankaanpää, Laura Joensuu, Jouni Kallio, Harto Hakonen, Charles H Hillman, Tuija H Tammelin

Abstract read
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Article in Medicine and science in sports and exercise, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed, 3 pooled it
–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

14 citing papers in PubMed, 3 syntheses or guidelines pooled it.

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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

7 authors.

Heidi J SyväojaLIKES Research Centre for Physical Activity and Health, Jyväskylä, FINLAND.
Anna KankaanpääLIKES Research Centre for Physical Activity and Health, Jyväskylä, FINLAND.
Laura JoensuuLIKES Research Centre for Physical Activity and Health, Jyväskylä, FINLAND.
Jouni KallioLIKES Research Centre for Physical Activity and Health, Jyväskylä, FINLAND.
Harto HakonenLIKES Research Centre for Physical Activity and Health, Jyväskylä, FINLAND.
Charles H HillmanDepartment of Psychology and Department of Physical Therapy, Movement, and Rehabilitation Sciences, Northeastern University, Boston, MA.
Tuija H TammelinLIKES Research Centre for Physical Activity and Health, Jyväskylä, FINLAND.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeThis study aimed to examine both independent and dependent longitudinal associations of physical fitness (PF) components with academic achievement.

methodsA total of 954 fourth to seventh graders (9-15 yr [Mage = 12.5 yr], 52% girls) from nine schools throughout Finland participated in a 2-yr follow-up study. Register-based academic achievement scores (grade point average [GPA]) and PF were assessed in the spring of 2013-2015. Aerobic fitness was measured with a maximal 20-m shuttle run test, muscular fitness with curl-up and push-up tests, and motor skills with a 5-leaps test and a throwing-catching combination test. Structural equation modeling was applied to examine the longitudinal associations adjusting for age, gender, pubertal stage, body fat percentage, learning difficulties, and mother's education.

resultsThe changes in aerobic and muscular fitness were positively associated with the changes in GPA (B = 0.27, 99% confidence interval [CI] = 0.06-0.48; B = 0.36, 99% CI = 0.11-0.63, respectively), whereas the changes in motor skills were not associated with the changes in GPA. Better motor skills in year 2 predicted better GPA a year later (B = 0.06, 99% CI = 0.00-0.11; B = 0.06, 99% CI = 0.01-0.11), whereas aerobic and muscular fitness did not predict GPA. GPA in year 1 predicted both aerobic (B = 0.08, 99% CI = 0.01-0.15) and muscular (B = 0.08, 99% CI = 0.02-0.15) fitness, and motor skills (B = 0.08, 99% CI = 0.02-0.15) a year later.

conclusionThe changes in both aerobic and muscular fitness were positively associated with the changes in academic achievement during adolescence, whereas the changes in motor skills had only borderline significant association. However, better motor skills, although not systematically, independently predicted better academic achievement 1 yr later, whereas aerobic or muscular fitness did not. Better academic achievement predicted better motor skills, aerobic fitness, and muscular fitness. Developmental changes in adolescence may induce parallel and simultaneous changes in academic achievement and PF.

Indexed as

Academic SuccessMotor SkillsPhysical FitnessAdolescentCardiorespiratory FitnessChildFemaleFinlandFollow-Up StudiesHumansLongitudinal StudiesMaleMuscle, Skeletal

Identifiers

PMID31525169
PMCPMC6798746

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LicenceCC BY-NC-ND
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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.