Evidence map›Paper›PMID 40719569›Full record

ArticleScandinavian journal of medicine & science in sports2025

Fitness, Weight Status and Executive Functions in Adolescents: A Cluster Analysis.

Alberto Grao-Cruces, Fátima Martín-Acosta, Miguel Vaquero-Solís, Abel Ruiz-Hermosa, Daniel Camiletti-Moirón, David Sánchez-Oliva

2 registry-linked trialsAbstract read
In one paragraph

Article in Scandinavian journal of medicine & science in sports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this 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.

NCT05891054 nacompletednot on this map

Effects of the Inclusion of Physical Activity in Secondary School Academic Classes on Educational Indicators and Health Markers: the ACTIVE CLASS Study

TypeinterventionalSponsorUniversity of ExtremaduraRan2023 to 2023Enrolled292ConditionsPhysical Activity, Adolescents, Cognition, Physical FitnessArmsActive breaks, Physically active learning
NCT06254638 narecruitingnot on this map

Effectiveness of a Multicomponent Intervention to Promote Physical Activity Levels During the School Day (MOVESCHOOL)

TypeinterventionalSponsorUniversity of ExtremaduraRan2023 to 2026Enrolled900ConditionsPhysical Activity, Adolescents, Physical Fitness, CognitionArmsMulticomponent school-based intervention.
3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Association Between Physical Activity, Body Mass Index, and Aerobic Capacity in Periurban Adolescents.International journal of environmental research and public health · 2026
    Article
  2. Fitness, Weight Status and Executive Functions in Adolescents: A Cluster Analysis.Scandinavian journal of medicine & science in sports · 2025
    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

6 authors.

Alberto Grao-CrucesGALENO Research Group, Department of Physical Education, Faculty of Education Sciences, University of Cadiz, Puerto Real, Spain.ORCID https://orcid.org/0000-0003-1425-9745
Fátima Martín-AcostaGALENO Research Group, Department of Physical Education, Faculty of Education Sciences, University of Cadiz, Puerto Real, Spain.
Miguel Vaquero-SolísGALENO Research Group, Department of Physical Education, Faculty of Education Sciences, University of Cadiz, Puerto Real, Spain.
Abel Ruiz-HermosaACAFYDE Research Group, Faculty of Sports Sciences, University of Extremadura, Cáceres, Spain.
Daniel Camiletti-MoirónGALENO Research Group, Department of Physical Education, Faculty of Education Sciences, University of Cadiz, Puerto Real, Spain.ORCID https://orcid.org/0000-0002-8856-5967
David Sánchez-OlivaACAFYDE Research Group, Faculty of Sports Sciences, University of Extremadura, Cáceres, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Low levels of physical fitness and the prevalence of obesity represent significant public health concerns that may adversely affect executive functions in adolescents. This study aimed to examine the associations between physical fitness and weight status clusters and executive functions in adolescents. A total of 1156 secondary school students aged 12-14 years participated in the study. Cluster analysis was conducted using field-measured cardiorespiratory fitness (CRF), muscular fitness (MF), and body mass index (BMI). Core executive functions, including inhibitory control, cognitive flexibility, and working memory, were assessed using computerized tests. Five profiles were identified: (1) Thin & Unfit, (2) Normal weight & Fit, (3) Fat & Strong, (4) Fat & Unfit, and (5) Thin & Aerobic. Participants with profiles characterized by higher CRF and MF levels and lower BMI demonstrated superior executive function compared to those with unfit profiles. This study underscores the importance of maintaining adequate levels of physical fitness and appropriate weight status in adolescents to support optimal performance of core executive functions. Furthermore, it highlights the interplay of the three components in mitigating the adverse effects of deficiencies in any one component. Trial Registration: Clinicaltrials.gov identifier: NCT05891054 and NCT06254638.

Indexed as

Body WeightCardiorespiratory FitnessExecutive FunctionPhysical FitnessAdolescentBody Mass IndexChildCluster AnalysisFemaleHumansMaleMemory, Short-TermMuscle StrengthRandomized Controlled Trials as Topiccognitive functionphysical conditionprofilesweight statusyouth

Identifiers

PMID40719569
PMCPMC12302938

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

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.