Evidence map›Paper›PMID 42741407›Full record

ArticleFrontiers in sports and active living2026

Network-based performance analysis of multidimensional performance characteristics in trained male youth combat athletes.

Sadanan Kernluea, Phornpot Chainok, Piyathida Thongchai, Kanapan Pachatikapanya, Sirinapha Noiphon, Jian Zhi Lin, Paulo Felipe Ribeiro Bandeira, Rodrigo Zacca

Abstract read
In one paragraph

Article in Frontiers in sports and active living, 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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0cells of the map it votes in
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

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

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.

Sadanan KernlueaFaculty of Sport Science, Burapha University, Chonburi, Thailand.
Phornpot ChainokFaculty of Sport Science, Burapha University, Chonburi, Thailand.
Piyathida ThongchaiFaculty of Sport Science, Burapha University, Chonburi, Thailand.
Kanapan PachatikapanyaFaculty of Sport Science and Human Performance, Institute of Entrepreneurial Science, Sathon, Thailand.
Sirinapha NoiphonFaculty of Sport Science and Human Performance, Institute of Entrepreneurial Science, Sathon, Thailand.
Jian Zhi LinDepartment of Physical Education, National Taiwan University of Sport, Taichung, Taiwan.
Paulo Felipe Ribeiro BandeiraUniversidade Regional do Cariri, Crato, Brazil.
Rodrigo ZaccaResearch Center in Physical Activity, Faculty of Sports, Health and Leisure (CIAFEL), University of Porto (FADEUP), Porto, Portugal.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Youth combat sport performance relies on a complex interplay of biological maturation, anthropometrics, neuromuscular capacity, and executive cognitive function. Despite this, these domains are typically studied in isolation. To bridge this gap, the present study applied a network-based performance analysis to uncover the multidimensional organization of these characteristics in trained male youth combat athletes. We evaluated biological maturation, anthropometry, neuromuscular performance and executive cognitive function in eighty-eight trained male athletes (13-16 years) from six combat sport disciplines. A Gaussian graphical model was estimated with the Extended Bayesian Information Criterion graphical least absolute shrinkage and selection operator (EBICglasso;

Indexed as

athlete developmentbiological maturationcombat sportsexecutive functionGaussian graphical modelyouth athletes

Identifiers

PMID42741407
PMCPMC13572719

What OpenQuestion holds

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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.