دورية أكاديمية
The Most Demanding Exercise in Different Training Tasks in Professional Female Futsal: A Mid-Season Study through Principal Component Analysis
| العنوان: | The Most Demanding Exercise in Different Training Tasks in Professional Female Futsal: A Mid-Season Study through Principal Component Analysis |
|---|---|
| المؤلفون: | Rico González, Markel, Puche Ortuño, Daniel, Clemente, Filipe Manuel, Aquino, Rodrigo, Pino-Ortega, José |
| بيانات النشر: | MDPI |
| سنة النشر: | 2022 |
| المجموعة: | ADDI: Repositorio Institucional de la Universidad del País Vasco / Euskal Herriko Unibertsitatea (UPV/EHU - Basque Country University) |
| مصطلحات موضوعية: | indoor football, data mining, data reduction techniques, women, load monitoring |
| الوصف: | The contextual factors related to training tasks can play an important role in how a player performs and, subsequently, in how a player trains to face a competition. To date, there has been no study that has investigated the most demanding exercise in different training tasks in female futsal. Therefore, this study aimed to determine the most demanding efforts during different training tasks in a cohort study conducted in professional biological women futsal players using principal component analysis (PCA). A total of 14 elite women futsal players (age = 24.34 ± 4.51 years; height = 1.65 ± 0.60 m; body mass = 63.20 ± 5.65 kg) participated in this study. Seventy training sessions of an elite professional women’s team were registered over five months (pre-season and in-season). Different types of exercises were grouped into six clusters: preventive exercises; analytical situations; exercises in midcourt; exercises in ¾ of the court; exercises in full court; superiorities/inferiorities. Each exercise cluster was composed of 5–7 principal components (PCs), considering from 1 to 5 main variables forming each, explaining from 65 to 75% of the physical total variance. A total of 13–19 sub-variables explained the players’ efforts in each training task group. The first PCs to explain the total variance of training load were as follows: preventive exercises (accelerations; ~31%); analytical situations (impacts; ~23%); exercises in midcourt (high-intensity efforts; ~28%); exercises in ¾ of the court (~27%) and superiorities/inferiorities (~26%) (aerobic/anaerobic components); exercises in full court (anaerobic efforts; ~24%). The PCs extracted from each exercise cluster provide evidence that may assist researchers and coaches during training load monitoring. The descriptive values of the training load support a scientific base to assist coaches in the planning of training schedules. |
| نوع الوثيقة: | article in journal/newspaper |
| وصف الملف: | application/pdf |
| اللغة: | English |
| تدمد: | 2227-9032 |
| العلاقة: | https://www.mdpi.com/2227-9032/10/5/838/htmTest; Healthcare 10(5) : (2022) // Article ID 838; http://hdl.handle.net/10810/56790Test |
| DOI: | 10.3390/healthcare10050838 |
| الإتاحة: | https://doi.org/10.3390/healthcare10050838Test http://hdl.handle.net/10810/56790Test |
| حقوق: | info:eu-repo/semantics/openAccess ; http://creativecommons.org/licenses/by/3.0/esTest/ ; 2022 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0Test/). |
| رقم الانضمام: | edsbas.94C9B26 |
| قاعدة البيانات: | BASE |
Full Text Finder | تدمد: | 22279032 |
|---|---|
| DOI: | 10.3390/healthcare10050838 |