ArticleSensors (Basel, Switzerland)2024
Identification of Game Periods and Playing Position Activity Profiles in Elite-Level Beach Soccer Players Through Principal Component Analysis.
Article in Sensors (Basel, Switzerland), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
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Who cites it
2 citing papers in PubMed.
- Physical and Physiological Demands of Official Beach Soccer Match-Play in Relation to Environmental Temperature.Sports (Basel, Switzerland) · 2025Article
- Characterization of Fitness Profiles in Youth Soccer Players in Response to Playing Roles Through Principal Component Analysis.Journal of functional morphology and kinesiology · 2025Article
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Authors and funding
5 authors.
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Abstract
Beach soccer has gained increasing interest for study in the sports sciences. In this sense, the analysis of activity profiles is important for training design and load individualization. Therefore, the aims of this study were to identify the most important variables to assess the activity profile and to compare them according to the playing position and game periods in international beach soccer matches. A total of 19 matches of the Spanish national beach soccer team were analyzed during their participation in different international competitions during the 2021-2022 season. A Principal Component Analysis (PCA) was applied to objectively select the external load variables that best explain the data. Kaiser-Meyer-Olkin values of 0.705 and Bartlett's Sphericity (
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