scholarly journals Training/Match External Load Ratios in Professional Soccer Players: A Full-Season Study

2019 ◽  
Vol 16 (17) ◽  
pp. 3057 ◽  
Author(s):  
Filipe Manuel Clemente ◽  
Alireza Rabbani ◽  
Daniele Conte ◽  
Daniel Castillo ◽  
José Afonso ◽  
...  
Keyword(s):  
External Load ◽  
High Speed ◽  
Soccer Players ◽  
Professional Soccer ◽  
Weekly Training ◽  
Global Positioning ◽  
Different Types ◽  
Mean Differences ◽  
The Relationship ◽  
Individual Training

The aim of this study was two-fold: (i) to describe the training/match ratios of different external load measures during a full professional soccer season while analyzing the variations between different types of weeks (three, four and five training sessions/week) and (ii) to investigate the relationship between weekly accumulated training loads and the match demands of the same week. Twenty-seven professional soccer players (24.9 ± 3.5 years old) were monitored daily using a 10-Hz global positioning system with a 100-Hz accelerometer. Total distance (TD), running distance (RD), high-speed running (HSR), sprinting distance (SD), player load (PL), number of high accelerations (ACC), and number of high decelerations (DEC) were recorded during training sessions and matches. An individual training/match ratio (TMr) was calculated for each external load measure. Weeks with five training sessions (5dW) presented meaningfully greater TMr than weeks with four (4dW) or three (3dW) training sessions. Additionally, TDratio (TDr) was significantly greater in 5dW than in 3dW (mean differences dif: 1.23 arbitray units A.U.) and 4dW (dif: 0.80 A.U.); HSRr was significantly greater in 5dW than in 3dW (dif: 0.90 A.U.) and 4dW (dif: 0.68 A.U.); and SDr was significantly greater in 5dW than in 3dW (dif: 0.77 A.U.) and 4dW (dif: 0.90 A.U.). Correlations between the weekly training loads and the match demands of the same week were small for PL (r = 0.250 [0.13;0.36]), ACC (r = 0.292 [0.17;0.40]) and DEC (r = 0.236 [0.11;0.35]). This study reveals that ratios of above 1 were observed for specific measures (e.g., HSR, SD). It was also observed that training sessions are not adjusted according to weekly variations in match demands.

A Comparison of Methods to Quantify the In-Season Training Load of Professional Soccer Players

2013 ◽  
Vol 8 (2) ◽  
pp. 195-202 ◽  
Author(s):  
Brendan R. Scott ◽  
Robert G. Lockie ◽  
Timothy J. Knight ◽  
Andrew C. Clark ◽  
Xanne A.K. Janse de Jonge
Keyword(s):  
High Speed ◽  
Perceived Exertion ◽  
Training Load ◽  
Rating Of Perceived Exertion ◽  
Soccer Players ◽  
Accelerometer Data ◽  
Professional Soccer ◽  
Significant Relationships ◽  
Global Positioning ◽  
Individual Training

Purpose:To compare various measures of training load (TL) derived from physiological (heart rate [HR]), perceptual (rating of perceived exertion [RPE]), and physical (global positioning system [GPS] and accelerometer) data during in-season field-based training for professional soccer.Methods:Fifteen professional male soccer players (age 24.9 ± 5.4 y, body mass 77.6 ± 7.5 kg, height 181.1 ± 6.9 cm) were assessed in-season across 97 individual training sessions. Measures of external TL (total distance [TD], the volume of low-speed activity [LSA; <14.4 km/h], high-speed running [HSR; >14.4 km/h], very high-speed running [VHSR; >19.8 km/h], and player load), HR and session-RPE (sRPE) scores were recorded. Internal TL scores (HR-based and sRPE-based) were calculated, and their relationships with measures of external TL were quantified using Pearson product–moment correlations.Results:Physical measures of TD, LSA volume, and player load provided large, significant (r = .71−.84; P < .01) correlations with the HR-based and sRPE-based methods. Volume of HSR and VHSR provided moderate to large, significant (r = .40−.67; P < .01) correlations with measures of internal TL.Conclusions:While the volume of HSR and VHSR provided significant relationships with internal TL, physical-performance measures of TD, LSA volume, and player load appear to be more acceptable indicators of external TL, due to the greater magnitude of their correlations with measures of internal TL.

scholarly journals Comparison between Continuous and Fractionated Game Format on Internal and External Load in Small-Sided Games in Soccer

2020 ◽  
Vol 17 (2) ◽  
pp. 405 ◽  
Author(s):  
Luís Branquinho ◽  
Ricardo Ferraz ◽  
Bruno Travassos ◽  
Mário C. Marques
Keyword(s):  
Confidence Intervals ◽  
External Load ◽  
Continuous Method ◽  
Soccer Players ◽  
Professional Soccer ◽  
Game Format ◽  
Physical Impact ◽  
Mean Differences ◽  
External Loads

This study aimed to identify the effects of continuous and fractionated game formats on internal and external load in small-sided games in soccer. Twenty male professional soccer players participated in the study performing the same exercise (5 vs. 5 players) continuously (1 × 24 min) and in a repeated/fractioned manner (2 × 12 min, 4 × 6 min, and 6 × 4 min). A comparison between playing conditions was assessed by means of standardized mean differences calculated with combined variance and respective confidence intervals of 90%. The limits for the statistics were 0.2, trivial; 0.6, small; 1.2, moderate; 2.0, large; and >2.0, very large. The results indicate that the use of the continuous method seems to present the tendency of less physical impact on the internal and external loads compared to the fractionated method. In addition, the higher number of exercise repetitions in the fractionated method was found to increase the external load compared to the continuous method. This study showed that application of small-sided games by the fractionated method tends to result in higher training loads.

scholarly journals In-season training responses and perceived wellbeing and recovery status in professional soccer players

PLoS ONE ◽  
2021 ◽  
Vol 16 (7) ◽  
pp. e0254655
Author(s):  
Nuno Mateus ◽  
Bruno Gonçalves ◽  
Jose Luis Felipe ◽  
Javier Sánchez-Sánchez ◽  
Jorge Garcia-Unanue ◽  
...  
Keyword(s):  
Bayes Factor ◽  
Training Session ◽  
Soccer Players ◽  
Professional Soccer ◽  
Global Positioning ◽  
Quality Sleep ◽  
Measurement Units ◽  
The Relationship ◽  
External Loads ◽  
Recovery Indices

This study aimed to describe professional soccer players’ training responses during a competitive season and to investigate the relationship between these responses with wellbeing and recovery indices. Thirteen professional soccer players from the same Spanish Second Division team were monitored during a sixteen-week in-season period. Players’ external loads were analyzed using global positioning measurement units (GPS). Additionally, subjective reporting of sleep quality, sleep duration, fatigue, muscle soreness, and stress were assessed with a customized wellness questionnaire at the beginning of each training session. A two-step cluster analysis identified profiles of different training responses generally described as lower-demand sessions, intermediate-demand sessions, running-based sessions, and sprint-based sessions; which were discriminated by different total distance covered and high-intensity actions. Interestingly, no probabilistic interactions were found between these training responses with wellbeing and recovery markers (i.e., Bayes factor < 1 suggesting no evidence, for all the variables). These findings may raise concerns about using self-reporting tools, as they show that players’ wellness data is probably not accounted for when coaching staff plan and optimize the training process. However, results should be interpreted with caution, due to representing a single team and coaching staff.

scholarly journals Comparison of external load on high speed actions in friendly macth and training sessions (Comparación de carga externa en las acciones de alta velocidad en paridos amistosos y sesiones de entrenamientos)

Retos ◽  
2017 ◽  
pp. 54-57
Author(s):  
Francisco Javier Toscano Bendala ◽  
Miguel Angel Campos Vázquez ◽  
Luis Jesús Suarez-Arrones ◽  
Francisco Javier Núñez Sánchez
Keyword(s):  
High Velocity ◽  
External Load ◽  
High Speed ◽  
Sampling Frequency ◽  
Soccer Players ◽  
Professional Soccer ◽  
Soccer Team ◽  
Gps Devices ◽  
And Training

The aim of the current research was to find out the differences that exist between the external load in high-velocity actions (SP+) in competitions and in training sessions of professional soccer team. We took as SP+ indicators those actions that the soccer players performed over 23 km·h-1 and could be held for at least 1 second. It was monitored 25 professional players belonging to the first team of a team of the first Spanish soccer division, and were used 10 GPS devices were used (SPI, ELITE model, GPSport, Canberra, Australia). These GSPORT transmitters have a sampling frequency of 1 Hz. The results of our study showed how during the game, the players performed substantially more number of SP+ de 1 s, 2 s, 3 s y 4 s (per minute of activity) than during training.Resumen.  El objetivo de esta investigación fue encontrar las diferencias que existen entre la carga externa en acciones de alta velocidad (SP+) en paridos amistosos de pretemporada y las sesiones de entrenamientos en un equipo de fútbol profesional. Tomamos como indicadores SP + aquellas acciones que realizan los jugadores de fútbol por encima de 23 km·h-1 y pudiendo ser mantenidas durante al menos 1 segundo. Se monitorizaron 25 jugadores profesionales pertenecientes a la primera plantilla de un equipo de la primera división de fútbol español, y se utilizaron 10 dispositivos GPS (SPI, ELITE model, GPSport, Canberra, Australia). Estos transmisores GPSORT, tienen una frecuencia de muestreo de 1 Hz. Los resultados de nuestro estudio manifestaron como durante el partido, los jugadores realizaron de manera sustancial más número de SP+ de 1 s, 2 s, 3 s y 4 s (por minuto de actividad) que durante los entrenamientos.

scholarly journals An examination of in-season external training load in semi-professional soccer players: considerations of one and two match weekly microcycles

2020 ◽  
pp. 174795412095176
Author(s):  
William E Swallow ◽  
Neil Skidmore ◽  
Richard M Page ◽  
James J Malone
Keyword(s):  
High Speed ◽  
Training Load ◽  
Electromechanical System ◽  
Soccer Players ◽  
Mems Devices ◽  
Progressive Reduction ◽  
Professional Soccer ◽  
External Training ◽  
Mean Differences ◽  
Micro Electromechanical System

The aim of the present study was to firstly, quantify the external training load (TL) of semi-professional soccer players during an annual season and secondly, to examine the influence of one (1MW) and two (2MW) match weekly microcycles. Data were collected from 24 semi-professional outfield soccer players during the 2018-2019 annual season using micro-electromechanical system (MEMS) devices for the following variables: Training duration (min), total distance (TD), Player Load (PL), high speed running (HSR) distance (5.5-7.0 m/s), and acceleration (ACC) efforts (>2 m/s2). Training sessions were defined as days before match day (i.e. MD minus), with match weeks broken down as either 1MW or 2MW. Data revealed higher TD, PL, and HSR distance on MD and MD-5 when compared to all other MD codes. MD-4 displayed significantly higher values compared to MD-1 (mean differences (M diff): TD: 785 ± 158 m; PL: 29 ± 9 au; HSR: 192 ± 63 m; ACC: 15 ± 3 #) and MD-2 (M diff: TD: 279 ± 137 m; HSR: 127 ± 54 m). During 2MW scenarios, both TD (M diff: 685 ± 328 m) and PL (M diff: 33 ± 14 au) were higher on MD-1 when compared to 1MW. However, lower values were observed for duration and HSR on MD-2 and MD-4 during 2MW compared to 1MW scenarios.These data suggest that there appears to be a progressive reduction in TD, PL, HSR and ACC leading into competitive matches based on MD- analysis. However, some variability exists in TL prescription as a result of different MW scenarios (i.e. 1MW vs. 2MW).

scholarly journals Match running performance in Brazilian professional soccer players: comparisons between successful and unsuccessful teams

2021 ◽  
Vol 13 (1) ◽  
Author(s):  
Rodrigo Aquino ◽  
Luiz Guilherme Gonçalves ◽  
Marcos Galgaro ◽  
Thiago Santi Maria ◽  
Eduardo Rostaiser ◽  
...  
Keyword(s):  
Global Positioning System ◽  
High Speed ◽  
Interactive Effects ◽  
Soccer Players ◽  
Running Performance ◽  
Total Distance ◽  
Professional Soccer ◽  
High Acceleration ◽  
Independent Analysis ◽  
Global Positioning

Abstract Background This study aimed to compare the match running performance between bottom- and top-ranked teams in professional soccer players over the 2020 season of the Brazilian National 2nd Division League. In addition, this study verified the independent and interactive effects of playing position and contextual factors on running outputs between these teams. Methods Forty-eight professional male outfield soccer players participated in this study (top-ranked team, n = 24; bottom-ranked team, n = 24). The distance- and accelerometry-based measures were recorded during 69 matches using a global positioning system (10 Hz) integrated with an accelerometer (400 Hz). Results The top-ranked team covered greater total distance [median (interquartile range); 10,330.0 m (1430.0)] and high-acceleration [97.0 m (32.0)] than the bottom-ranked team, in home and away matches [p < 0.05, effect size (ES) = small]. The midfielders of the top-ranked team covered higher total distance, high-speed running (> 18 km h−1), high acceleration (≥ 3 m s−2), high-deceleration (≤ −3 m s−2), and performed more sprints [(> 25 km h−1) compared to midfielders of the bottom-ranked team (p < 0.05, η2 = small-moderate]. The matches against top-level opponents required high values of high-acceleration and number of sprints only for the top-ranked team (p < 0.05, ES = small). Independent analysis showed that match outcome (loss vs. draw vs. win) was not influenced by running performance for both bottom- and top-ranked teams (p > 0.05; η2 = small). However, the top-ranked team covered greater total distance, high-acceleration/deceleration than bottom-ranked team in loss matches (p < 0.05, η2 = small). Conclusions These findings should be considered when the coaches and practitioners interpret the match running outputs and when evaluating the effects of training intervention on these performance indicators.

Relationship Between External and Internal Loads of Professional Soccer Players During Full Matches in Official Games Using Global Positioning Systems and Heart-Rate Technology

2016 ◽  
Vol 11 (7) ◽  
pp. 940-946 ◽  
Author(s):  
Nacho Torreño ◽  
Diego Munguía-Izquierdo ◽  
Aaron Coutts ◽  
Eduardo Sáez de Villarreal ◽  
Jose Asian-Clemente ◽  
...  
Keyword(s):  
Soccer Players ◽  
Internal Load ◽  
Positioning Systems ◽  
Motion Data ◽  
Total Distance ◽  
Professional Soccer ◽  
Time Motion ◽  
Global Positioning ◽  
Physiological Demands ◽  
The Relationship

Purpose:To analyze the match running profile, distance traveled over successive 15 min of match play, heart rates (HRs), and index of performance efficiency (effindex) of professional soccer players with a global positioning system (GPS) and HR in official competition.Methods:Twenty-six professional players were investigated during full matches in competitive club-level matches (N = 223). Time–motion data and HR were collected using GPS and HR technology.Results:The relative total distance was 113 ± 11 m/min, with substantial differences between halves. For all playing positions, a substantial decrease in total distance and distance covered at >13.0 km/h was observed in the second half in comparison with the first. The decrease during the second half in distance covered at >13.0 km/h was substantially higher than in total distance. The average HR recorded was 86.0% maximal HR, and the relationship between external and internal load (effindex) was 1.3, with substantial differences between halves in all playing positions, except strikers for effindex. Wide midfielders reflected substantially the lowest mean HR and highest effindex, whereas center backs showed substantially the lowest effindex of all playing positions.Conclusions:The current study confirmed the decrement in a player’s performance toward the end of a match in all playing positions. Wide midfielders displayed the highest and fittest levels of physical and physiological demands, respectively, whereas center backs had the lowest and least-fit levels of physical and physiological demands, respectively. The position-specific relationship between external and internal load confirms that players with more overall running performance during the full match were the best in effindex.

scholarly journals Match-to-match variations in external load measures during congested weeks in professional male soccer players

2021 ◽  
Keyword(s):  
External Load ◽  
High Speed ◽  
Effect Sizes ◽  
Soccer Players ◽  
Study Cohort ◽  
Positioning Systems ◽  
Load Variations ◽  
Total Distance ◽  
Global Positioning ◽  
Maximal Speed

Objectives: This study aimed to analyze within-week and within-match external load variations in male soccer players over three consecutive matches during a congested week. Methods: The study cohort included nineteen elite professional male players (age: 26.5 ± 4.3 years) from a European First League team. Players were monitored daily over a full season using measurements collected by global positioning systems (GPSs). GPS-derived measures of total distance (TD), high-speed running (HSR), high metabolic load (HML), and maximal speed (maxSpeed) were collected during each match. Results: TD and HML intensity were meaningfully lower during the second half of the season than the first half for all weeks (p < 0.05), regardless of the number of matches. Also, the standardized differences for both metrics presented moderate-to-strong effect sizes. Although no significant differences between halves were found for HSR or maxSpeed (p > 0.05), these measures presented inconsistently minimum-to-strong effect sizes in some matches in overall weeks. Conclusion: The findings of this study revealed that TD and HML distances were significantly different between halves for all weeks, regardless of the number of matches. Meanwhile, HSR and maxSpeed measures presented no significant differences across matches overall.

Do elite soccer players cover longer distance when losing? Differences between attackers and defenders

2020 ◽  
pp. 174795412098227
Author(s):  
Carlos Lago-Peñas ◽  
Anton Kalén ◽  
Miguel Lorenzo-Martinez ◽  
Roberto López-Del Campo ◽  
Ricardo Resta ◽  
...  
Keyword(s):  
New York ◽  
High Speed ◽  
Large Scale ◽  
Tracking System ◽  
Soccer Players ◽  
Running Performance ◽  
Situational Variables ◽  
Total Distance ◽  
Professional Soccer ◽  
Score Line

This study aimed to evaluate the effects playing position, match location (home or away), quality of opposition (strong or weak), effective playing time (total time minus stoppages), and score-line on physical match performance in professional soccer players using a large-scale analysis. A total of 10,739 individual match observations of outfield players competing in the Spanish La Liga during the 2018–2019 season were recorded using a computerized tracking system (TRACAB, Chyronhego, New York, USA). The players were classified into five positions (central defenders, players = 94; external defenders, players = 82; central midfielders, players = 101; external midfielders, players = 72; and forwards, players = 67) and the following match running performance categories were considered: total distance covered, low-speed running (LSR) distance (0–14 km · h−1), medium-speed running (MSR) distance (14–21 km · h−1), high-speed running (HSR) distance (>21 km · h−1), very HSR (VHSR) distance (21–24 km · h−1), sprint distance (>24 km · h−1) Overall, match running performance was highly dependent on situational variables, especially the score-line condition (winning, drawing, losing). Moreover, the score-line affected players running performance differently depending on their playing position. Losing status increased the total distance and the distance covered at MSR, HSR, VHSR and Sprint by defenders, while attacking players showed the opposite trend. These findings may help coaches and managers to better understand the effects of situational variables on physical performance in La Liga and could be used to develop a model for predicting the physical activity profile in competition.

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