Evidence map›Paper›PMID 40182704›Full record

ArticleBiology of sport2025

Biological maturity but not relative age biases exist in female international youth soccer players relative to the general population.

Liam Sweeney, Tommy R Lundberg, Cian Sweeney, Jack Hickey, Áine MacNamara

Abstract read
In one paragraph

Article in Biology of sport, 2025. 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. Article
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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

5 authors.

Liam SweeneyDepartment of Sport Science and Nutrition, Faculty of Science and Engineering, Maynooth University, Kildare, Ireland.
Tommy R LundbergDivision of Clinical Physiology, Department of Laboratory Medicine, ANA Futura, Karolinska Institutet, 14152 Huddinge, Sweden.
Cian SweeneySchool of Science and Technology, Nottingham Trent University, Nottingham, United Kingdom.
Jack HickeyDepartment of Sport Science and Nutrition, Faculty of Science and Engineering, Maynooth University, Kildare, Ireland.
Áine MacNamaraSchool of Health and Human Performance, Faculty of Science and Health, Dublin City University, Dublin 9, Ireland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study investigated the extent to which biological maturity and relative age biases existed and varied with chronological age in female international youth soccer players relative to the general population. A total of 113 players (52 under-15 (U15), 32 under-16 (U16) and 29 under-17 (U17)) selected by the Football Association of Ireland participated in this study. All players were assessed for height, body weight and relative age. Biological maturity status and timing were assessed in U15 and U16 players only. Relative to population norms, the results showed a significant but small bias in favour of more biologically mature players (P < 0.001, d = 0.39) that increased with age from U15 (P = 0.007, d = 0.36) to U16 (P = 0.009, d = 0.44). U16 players had achieved a significantly higher percentage of their predicted adult height than U15 players (T = 7.4, P < 0.001). However, there were no relative age biases at any age group nor across the total sample (P > 0.05). There was no significant difference in height, weight or relative age of the players between the three age groups and no significant difference between the U15 and U16 age groups in terms of predicted adult height or biological to chronological age offset. This study demonstrates that biological maturity but not relative age biases exist in female international youth football relative to the general population, with notable differences in pattern and magnitude compared to those previously observed in male international youth football.

Indexed as

Female SportRelative Age EffectTalent DevelopmentTalent IdentificationYouth Soccer

Identifiers

PMID40182704
PMCPMC11963118

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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.