Evidence map›Paper›PMID 40929232›Full record

ArticlePloS one2025

Freestyle master's swimming: Nationality, sex, and performance trends in World Aquatics competitions (1986-2024).

Wais Ahmad, Matthias Wilhelm, Sascha Moreitz, Marilia Santos Andrade, Pedro Forte, Arkadiusz Stanula, Pantelis T Nikolaidis, Ivan Cuk, Mabliny Thuany, Katja Weiss and 4 more

Abstract read
In one paragraph

Article in PloS one, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

14 authors.

Wais AhmadCentre for Rehabilitation & Sports Medicine, Inselspital Bern, University Hospital Bern, Bern, Switzerland.
Matthias WilhelmCentre for Rehabilitation & Sports Medicine, Inselspital Bern, University Hospital Bern, Bern, Switzerland.
Sascha MoreitzDepartment of Radiology, Lucerne Cantonal Hospital, Lucerne, Switzerland.
Marilia Santos AndradeDepartment of Physiology, Federal University of São Paulo, São Paulo, Brazil.
Pedro ForteCI-ISCE, Higher Institute of Educational Sciences of the Douro, Penafiel, Portugal.
Arkadiusz StanulaDepartment of Swimming and Water Rescue, Institute of Sport Sciences, Academy of Physical Education in Katowice, Katowice, Poland.
Pantelis T NikolaidisSchool of Health and Caring Sciences, University of West Attica, Athens, Greece.
Ivan CukFaculty of Sport and Physical Education, University of Belgrade, Belgrade, Serbia.
Mabliny ThuanyFaculty of Sport, University of Porto, Porto, Portugal.
Katja WeissInstitute of Primary Care, University Hospital of Zurich, Zurich, Switzerland.ORCID 0000-0003-1247-6754
Thomas RosemannInstitute of Primary Care, University Hospital of Zurich, Zurich, Switzerland.ORCID 0000-0002-6436-6306
Lee HillDepartment of Pediatric Surgery, Research Institute of the McGill University Health Centre, Montreal, Canada.
Aldo SeffrinPostgraduate Program in Translation Medicine, Federal University of São Paulo, São Paulo, Brazil.
Beat KnechtleInstitute of Primary Care, University Hospital of Zurich, Zurich, Switzerland.ORCID 0000-0002-2412-9103

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundIn sports science, freestyle swimming has been thoroughly studied for particular performance-related factors. Nonetheless, it is unknown what countries the top freestyle swimmers are from, especially not for age group swimmers. In addition, the existing research on the performance of master freestyle swimmers has yet to confirm that male swimmers achieve faster times than their female counterparts across all age groups and distances. The current study looked into the nationalities and sexes of the top freestyle swimmers in each age group in World Aquatics competitions for the 50m, 100m, 200m, 400m, and 800m events from 1986 to 2024.

methodsThe data (derived from (www.worldaquatics.com/masters/archives/masters-archives) were presented using mean, standard deviation, maximum and minimum values, and/or confidence intervals. The year of competition, age, age group, stroke, distance, and first and last names of each swimmer were noted. The nations were then divided into six groups: one group comprising all other countries and the top five nations with the greatest number of appearances in the top 10 fastest freestyle swimming times by distance each year.

resultsIn freestyle swimming, most swimmers (30.6%) competed in the 50m event (n = 25,094, 10,909 female and 14,185 male), followed by the 100m event (25.6%, n = 20,961, 8,796 female and 12,165 male), the 200m event (17.4%, n = 14,309, 6,729 female and 7,580 male), the 400m event (13.4%, n = 10,956, 5,363 female and 5,593 male), and the 800m event (12.6%, n = 10,317, 5,179 female and 5,138 male). The results from the generalized linear models indicate that sex, age group, and the interaction between sex and age group all had significant effects on the 50m, 100m, 200m, 400m, and 800m races. Specifically, for the 50m races, the effect of sex was significant (x2 (1) = 3451.941, p < 0.001), as was the effect of age group (χ2 (13) = 19,295.169, p < 0.001), and the interaction between sex and age group (χ 2 (13) = 654.671, p < 0.001).

conclusionThe USA demonstrates quantitative dominance by contributing the greatest number of top 10 performers. Additionally, the study highlights significant sex-based performance differences, with males generally outperforming females in all age categories. This study comprehensively analyzes the performance trends observed in freestyle master swimming for nearly four decades.

Indexed as

Athletic PerformanceCompetitive BehaviorSwimmingAdolescentAdultAge FactorsFemaleHumansMaleSex FactorsYoung Adult

Identifiers

PMID40929232
PMCPMC12422501

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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.