Young Swimmers' Classification Based on Performance and Biomechanical Determinants: Determining Similarities Through Cluster Analysis

Motor Control. 2022 Apr 28;26(3):396-411. doi: 10.1123/mc.2021-0126. Print 2022 Jul 1.

Abstract

The aim of this study was to classify and identify young swimmers' performance, and biomechanical determinant factors, and understand if both sexes can be clustered together. Thirty-eight swimmers of national level (22 boys: 15.92 ± 0.75 years and 16 girls: 14.99 ± 1.06 years) were assessed. Performance (swim speed at front crawl stroke) and a set of kinematic, efficiency, kinetic, and hydrodynamic variables were measured. Variables related to kinetics and efficiency (p < .001) were the ones that better discriminated the clusters. All three clusters included girls. Based on the interaction of these determinant factors, there are girls who can train together with boys. These findings indicate that not understanding the importance of the interplay between such determinants may lead to performance suppression in girls.

Keywords: stroke mechanics; swimmer similarities; swimming; technique; training.

MeSH terms

  • Anthropometry
  • Athletic Performance*
  • Biomechanical Phenomena
  • Cluster Analysis
  • Female
  • Humans
  • Male
  • Swimming