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Introduction
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March 2018 - March 2018
May 2016 - present
Publications
Publications (42)
makes every effort to ensure the accuracy of all the information (the "Content") contained in the publications on our platform. However, Taylor & Francis, our agents, and our licensors make no representations or warranties whatsoever as to the accuracy, completeness, or suitability for any purpose of the Content. Any opinions and views expressed in...
Background/Study Context: Memory performance in everyday life (EDL) and its change through aging is still unclear because laboratory results are often not transferable to real-life situations. Therefore, a naturalistic memory task was designed to investigate memory performance in older adults in a representative task design.
The memory performance...
Training load monitoring and performance testing are crucial components within high-performance sports. In volleyball, jump height both contributes to the training load and is an important performance measure to monitor. In practice, various different measurement systems, each with their own methods of estimation, are used. Therefore, the aim of th...
During football matches, a variety of different parties (e.g., companies) each collect (possibly overlapping) data about the match ranging from basic information (e.g., starting players) to detailed positional data. This data is provided to clubs, federations, and other organizations who are increasingly interested in leveraging this data to inform...
Purpose : This study explored endurance athletes’ and coaches’ views on recovery strategies, focusing on their use across competition levels, perceived importance and effectiveness, and common barriers. Methods : Endurance athletes (26.6% international, 35.7% national, 28.7% regional, and 9.1% other levels; mean experience 10.04 [7.84] y, n = 143)...
Although both discrete (0D) and continuous (1D) analysis are used, the differences in results between both analyses in repeated measures designs are unclear. Therefore, the purpose of this study was to explore if discrete and continuous analysis on the same dataset lead to different conclusions. Data of an intervention study regarding sidestep cutt...
Background
Recovery strategies are used to enhance performance and reduce injury risk in athletes. In previous systematic reviews, individual recovery strategies were investigated to clarify their effectiveness for mixed groups of athletes. However, the current evidence is ambiguous, and a clear overview of (training) recovery for endurance athlete...
Nijmeijer, EM, Kempe, M, Elferink-Gemser, MT, and Benjaminse A. Observe, practice and improve? Enhancing sidestep cutting (SSC) execution in talented female soccer players: A four-week intervention program with video instruction. J Strength Cond Res XX(X): 000–000, 2024—Implicit learning has the potential to improve movement execution and reduce in...
The interest in tactical analysis in soccer has increased in the latest years, especially with the growing availability of player tracking data. With it, the defending team's compact organization, which is considered by practitioners to be an important factor in defense, was repeatedly examined. However, the connection between this defensive princi...
While the tactical behavior of soccer players differs between specific
phases of play (offense, defense, offensive transition, defensive
transition), little is known about successful behavior of players
during defensive transition (switching behavior from offense
to defense). Therefore, this study aims to analyze the group tactic
of rest defense (d...
Background
Recovery strategies are used to enhance performance and reduce injury risk in athletes. In previous systematic reviews, individual recovery strategies were investigated to clarify their effectiveness for mixed groups of athletes. However, the current evidence is ambiguous, and a clear overview of (training) recovery for endurance athlete...
Competitive sport often creates a high-stake and thus a high-pressure environment for its athletes. In the past, research has pointed to the negative effect that competitive pressure might have on skills and movement executions that have been perfected through prior practice. The Attentional Control Theory: Sport (ACTS) suggests that specifically h...
Background/aim: In football matches, attacking, defending and transition phases alternate constantly due to repeatedly switching of ball possession between opposing teams. Team’s specific objectives within each phase lead to different strategies and, resultingly, team tactical performance varies across offensive and defensive phases (1). Transition...
Background:
Training load is typically described in terms of internal and external load. Investigating the coupling of internal and external training load is relevant to many sports. Here, continuous kernel-density estimation (KDE) may be a valuable tool to capture and visualize this coupling.
Aim:
Using training load data in speed skating, we e...
Recently, the availability of big amounts of data enables analysts to dive deeper into the constraints of performance in various team sports. While offensive analyses in football have been extensively conducted, the evaluation of defensive performance is underrepresented in this sport. Hence, the aim of this study was to analyze successful defensiv...
The analysis of tracking data in tactical game analysis is a topic of rising interest, as more detailed insights into performance structure in soccer can be obtained compared to traditional (e.g. notational) analyzes. Compared to the variety and detailed analyzes of offensive play, the number of studies analyzing the defensive play is low. However,...
Positional tracking data allows football practitioners to derive features that describe patterns of player behavior and quantify performance. Existing research using tracking data has mostly focused on what occurred on the pitch, such as the determinants of effective passing. There have yet to be studies attempting to use findings from data science...
Skill assessments are essential to elite soccer coaches and clubs, to provide an evidence-based approach to player evaluation. Valid methods thereby support talent identification and development procedures (e.g. scouting and training strategies). However, it remains a complex challenge. Small-sided games have emerged as a promising tool, due to hig...
This study describes an approach to evaluate the off-ball behaviour of attacking players in association football. The aim was to implement a defensive pressure model to examine an offensive player's ability to create separation from a defender using 1411 high-intensity off-ball actions including 988 Deep Runs (DRs) DRs and 423 Change of Directions...
With the growing availability of position data in sports, spatiotemporal analysis in soccer is a topic of rising interest. The aim of this study is to validate a performance indicator, namely D-Def, measuring passing effectiveness. D-Def calculates the change of the teams’ centroid, centroids of formation lines (e.g., defensive line), teams’ surfac...
Substitution is an essential tool for a coach to influence the match. Factors like the injury of a player, required tactical changes, or underperformance of a player initiates substitutions. This study aims to predict the physical performance of individual players in an early phase of the match to provide additional information to the coach for his...
Decision-makers in soccer routinely assess the tactical behaviour of a team and its opponents both during and after the game to optimize performance. Currently, this assessment is typically driven by notational analysis and observation. Therefore, potential high-impact decisions are often made based on limited or even biased information. With the c...
Key Performance Indicators (KPIs) are used to evaluate the offensive success of a soccer team (e.g. penalty box entries) or player (e.g. pass completion rate). However, knowledge transfer from research to applied practice is understudied. The current study queried practitioners (n = 145, mean ± SD age: 36 ± 9 years) from 42 countries across differe...
ABSTRACT
Association football teams can be considered complex dynamical systems of individuals grouped in subgroups (defenders, midfielders and attackers), coordinating their behaviour to achieve a shared goal. As research often focusses on collective behaviour, or on static subgroups, the current study aims to analyse spatiotemporal behaviour of d...
Het herkennen en monitoren van jong sporttalent vraagt om een multidimensionale benadering. Elke sport heeft zijn eigen profiel en het vinden van de sleutelfactoren voor toekomstig succes is steeds een uitdaging, zo ook voor de judosport. Dit artikel geeft een eerste aanzet tot het fysiek en mentaal profileren van judoka’s op basis van wetenschappe...
Due to the increasing number of tracking data available for official matches in different leagues there are new ways to capture the performance of teams. To not rely on notational data, we previously introduced the D-Def (Goes et. al, 2018), an aggregated variable to quantify passing solely based on tracking data. This value captures the change of...
Quality as well as quantity of tracking data have rapidly increased over the recent years, and multiple leagues have programs for league-wide collection of tracking data. Tracking data enables in-depth performance analysis, especially with regard to tactics. This already resulted in the development of several Key Performance Indicators (KPI's) rela...
In professional soccer, nowadays almost every team employs tracking technology to monitor performance during trainings and matches. Over the recent years, there has been a rapid increase in both the quality and quantity of data collected in soccer resulting in large amounts of data collected by teams every single day. The sheer amount of available...
This study investigated the level of creativity of goals scored in football. Therefore, all goals in the Football FIFA World Cup 2010 and 2014, as well as the Football UEFA Euro 2016 were qualitatively examined. Three Football experts evaluated the last eight actions before each goal using a creativity scale ranging from 0 to 10 (0 = not creative,...
Older adults face different challenges that affect their daily living. One of the most challenging and hazardous activities of everyday living, especially in the elderly, is stair climbing. Therefore the ability of stair climbing is inter alia used as an indicator for physical fitness and an independent life without the need of support. But until n...
Analysis of game related statistics provides opportunities to analyse the characteristics and tactical patterns of the teams in order to improve the quality of the training and quality of the opponent's observation. The main objective of this study was to analyse performance parameters and characterize the most successful teams on FIFA World Cup 20...
Ageing is associated with a declining memory performance. This phenomenon has been extensively investigated in different laboratory settings, while the transferability from laboratory findings to everyday life situations is rather unclear. In fact, everyday life situations have been found to enhance as well as impair older adults’ memory performanc...
Diagnostic methods are considered a major concern in the determination of mild traumatic brain injury. The authors examined brain oxygenation patterns in subjects with severe and minor persistent postconcussive difficulties and a healthy control group during working memory tasks in prefrontal brain regions using functional near-infrared spectroscop...
Unlabelled:
BACKGROUND/STUDY CONTEXT: Mental training may potentially enhance motor performance and self-efficacy in older adults. However, several studies revealed an age-related decay of motor imagery (MI), which suggests that mental training might be too challenging for older adults. Recognizing that laboratory results are often not transferabl...
Measuring and evaluating tactical behavior is one of the main goals in performance analysis in professional soccer. A specific tactical approach may present the difference between winning and losing, especially in the highest level of competition. So fare tactical behavior is mostly determined by using one or two variables, like ball possession or...
The soaring amount of data, especially spatial-temporal data, recorded in recent years demands for advanced analysis methods. Neural networks derived from self-organizing maps established themselves as a useful tool to analyse static and temporal data. In this study, we applied the merge self-organising map (MSOM) to spatio-temporal data. To do so,...
Studien bezüglich der verminderten Leistungsfähigkeit des Arbeitsgedächtnisses (AG) (Hale et al., 2011) bei älteren Erwachsenen wurden bereits zahlreich im Labor durchgeführt. Es stellte sich jedoch heraus, dass eine Übertragung der AG-Leistungen im Labor auf den Alltag sehr schwierig ist (Verhaeghen et al., 2012). Im Gegensatz zur Laborsituation s...
