Measuring Interactions in Networks: Evidence from Soccer Teams

This paper contributes to the literature on centrality measures in economics by defining a team game and identifying the key players in the game. As an illustration of the theory, we create a unique data set from the UEFA Euro 2008 tournament. To capture the interaction between players, we create the passing network of each team. This all allows us to identify the key player and key groups of players for both teams in each game. We then use our measure to explain player ratings by experts and their market values. Our measure is significant in explaining expert ratings. We also find that players having higher intercentrality measures, regardless of their field position have significantly higher market values.

Influence of nutrient intake on antioxidant capacity, muscle damage and white blood cell count in female soccer players

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Body image and body composition: comparisons of young male elite soccer players and controls

[EN] The purpose of this study was to evaluate body composition and body image (perception and satisfaction) in a group of young elite soccer players and to compare the data with those of a control group (age and BMI matched). Participants were 56 volunteer males whose mean age and BMI were 19.6 (SD 1.3) years and 23.3 (SD 1.1) kg/m2, respectively. Results showed that soccer players have a higher lean mass and lower fat mass than controls. Moreover, body perception (difference between current and actual image) was more accurate in controls than in soccer players, and the results suggest a tendency for soccer players to aspire to have more muscle mass and body fat. Soccer players perceived an ideal image with significantly higher body-fat percentage than their current and actual images. There were no body-dissatisfaction differences between groups, however. Although the results are necessarily limited by the small sample size, the findings should be of interest to coaches of young elite soccer teams.

The health profile of football/soccer players in Northern Ireland - a review of the uefa pre-participation medical screening procedure.

BACKGROUND:
It is compulsory that domestic football/soccer teams in UEFA competitions organise players' pre-participation medicals. Although screening guidelines have been established, these remain controversial. The findings of medical examinations can have lasting consequences for athletes and doctors. No previous studies have reported UEFA pre-participation screening results in semi-professional footballers. This study aims to further knowledge regarding 'normal' data in this population.

METHOD:
Retrospective audit and analysis of records of pre-season medicals for all male first-team players at one semi-professional Northern Ireland Premiership team between 2009-2012. Medicals were conducted by the club doctor following the UEFA proforma. Height, weight, blood pressure (BP), full blood count (FBC), dipstick urinalysis and resting electrocardiogram (ECG) were conducted by an independent nurse. Only one ECG must be documented during a player's career; other tests are repeated yearly.

RESULTS:
89 medicals from 47 players (6 goalkeepers, 11 defenders, 22 midfielders and 8 attackers; mean age 25.0 years (SD 4.86)) were reviewed. Mean height of the players was 179.3 cm (SD 5.90) with a mean weight of 77.6 kg (SD 10.5). Of 89 urine dipsticks, 7 were positive for protein; all 7 were normal on repeat testing following 48 hours of rest. Of 40 ECGs (mean ventricular rate 61.2 bpm (SD 11.6)), one was referred to cardiology (right bundle branch block; prolonged Q-T interval). No players were excluded from participation.

CONCLUSIONS:
This study provides important information about 'normal' values in a population of semi-professional footballers. Urinalysis showing protein is not uncommon but is likely to be normal on repeat testing.

The economics of the FIFA Football World Cup

The expansion of economics to ‘non-market topics’ has received increased attention in recent years. The economics of sports (football) is such a sub-field. This paper reports empirical evidence of team and referee performances in the FIFA World Cup 2002. The results reveal that being a hosting nation has a significant impact on the probability of winning a game. Furthermore, the strength of a team measured with the FIFA World Ranking does not play the important role presumed, which indicates that the element of uncertainty is working. The findings also indicate that the influence of a referee on the game result should not be neglected. Finally, the previous World Cup experiences seem to have the strongest impact on referees' performances during the game.

A bancada da bola no legislativo carioca: concepções, evidências e estratégias de uma representação singular

O objetivo deste trabalho é analisar a atuação de vereadores ligados à bancada da bola no quadriênio situado entre 2008 e 2012, bem como examinar a interface desses parlamentares com torcidas organizadas de futebol. A partir de um aparato teórico-metodológico marcado pela multidisciplinaridade, procura-se mostrar o contexto social e político em que emerge esse tipo de liderança, suas plataformas de campanha, os padrões de votação e os projetos políticos característicos dos representantes eleitos. De outro lado, o estudo privilegia as reivindicações, concepções e estratégias presentes no intercâmbio entre as partes. O diagnóstico sugerido discute questões mais amplas envolvendo temas que relacionam os campos do futebol e da política. Ademais, justifica a consideração de matérias como o impacto do sistema eleitoral na popularização do arquétipo do parlamentar brasileiro, a responsividade dos vereadores a suas bases, a conformidade dos padrões de votação e o desempenho dos mandatários e o comportamento eleitoral no Brasil.

O consumo público de eventos esportivos: um olhar para além dos estádios de futebol

O presente estudo investigou o consumo público de eventos esportivos ao vivo dentro e fora do âmbito dos estádios. O objetivo principal do estudo foi determinar se o fã (torcedor), percebe uma relação de substituição ou de complementaridade entre as atitudes favoráveis ao comparecimento ao estádio ou a outros locais públicos para assistir a jogos de futebol. Adicionalmente, o estudo objetivou a investigação da influência da identificação do fã do esporte (torcedor) com seu time na atitude e consumo público do espetáculo do futebol no estádio ou em outros locais públicos; bem como se as características demográficas (gênero e faixa etária) exercem algum tipo de efeito moderador sobre as relações estudadas. Para abordar estes temas buscou-se referência na SIT – Social Identity Theory e na SCT – Self- Categorization Theory. Foi realizado um levantamento (survey), envolvendo torcedores dos 4 times cariocas de maior torcida, mediante entrevistas estruturadas assistidas. A amostra foi intencional e de conveniência e a coleta de dados totalizou 507 questionários válidos. A análise dos dados foi realizada em duas etapas. A primeira contemplando uma análise fatorial exploratória, que objetivou a observação preliminar da qualidade das escalas. A segunda etapa contemplou uma análise fatorial confirmatória com o objetivo de purificar as escalas. Foram avaliadas a confiabilidade e a validade convergente, discriminante e nomológica dos construtos. Para testar as hipóteses substantivas do estudo utilizou-se a técnica de modelagem de equações estruturais e a análise de multigrupos. Os resultados da análise permitiram suportar empiricamente três das cinco hipóteses substantivas. Os resultados sugerem que (a) A identificação do fã com o time exerce influência positiva sobre a atitude em relação a assistir a jogos no estádio; (b) A atitude favorável do torcedor em relação ao estádio exerce influência positiva sobre o comparecimento ao estádio; e (c) A atitude favorável do torcedor em relação a locais públicos exerce influência positiva sobre o comparecimento a locais públicos. Todavia, não foi possível suportar integralmente as hipóteses de que (d) A identificação do fã com o time exerce influência sobre a atitude em relação a locais públicos; e (e) A atitude do torcedor em relação ao estádio exerce influência sobre a atitude em relação a locais públicos. Também não foram suportados os efeitos de moderação do gênero e faixa etária.

O número de técnicos e técnicas que comandam equipes masculinas e femininas

It is known that gymnastics and sports, for the most part, were made by men for men, and its practice was almost exclusively for males, especially until the First World War. Vestiges of this strong male influence in sports still remain to this day, especially in leadership positions. It is clear that most sports, both male and female, are mostly coached by men. Thus, this study aimed to examine, through quantiqualitative research, the number of women and men who lead male and female volleyball, basketball and soccer elite teams, participating in the most important national championships, and the number of men and women graduated in physical education courses in Brazil in order to check a possible relationship between the low number of women working as a coach and the percentage of women graduated in physical education. For the acquisition of data, Internet searches were made on the sites of confederations, leagues and sports leagues selected for the study, and on the site of the National Institute of Educational Studies Anísio Teixeira (INEP). It was identified that the total number of graduates from 1995 to 2008 was 192,707, with 99,869 men and 92,838 women, showing a balance between these numbers, which did not happen with the numbers of male and female coaches. The data indicated that no women worked as a coach in male and female volleyball teams in the seasons 2006 to 2010, no woman worked as a coach in the male basketball teams in the seasons from 2000 to 2010, and only an average of 1.67 women led female basketball teams in the seasons 1998 to 2010, and no woman has ever worked as a coach for male soccer teams, while only an average of 2.67 women acted as a coach of female soccer teams. The difference between the number of men and women graduated in physical education is small and does not justify the low ...(Complete abstract click electronic access below)

Análise comparativa dos sistemas de jogo e das ações técnicas realizadas pela seleção brasileira de futebol

Since its origin, soccer has been conquering followers all over the world. As a consequence of this cultural phenomenon, countless works are being done aiming to analyze the game systems and the fundamentals carried out by a team. The purpose of this paper is to analyze the Brazilian Soccer Team’s game systems and actions with ball possession in the 1958, 1962 and 2002 World Cup finals. Specifically, the paper analyzed the actions that occur during the match, such as control, dribble, pass, shot, foul and tackling. In order to achieve that, the Skout software (Barros et al., 2006) was utilized and, through it, all fundamentals carried out by the Brazilian team were identified and codified in a virtual field. The data from each match was transported into the Matlab® software, in which the zone of major action of each player was analyzed, represented by the main axis. The outcome showed that the game systems put into practice by the Brazilian team in the 1958 and 1962 World Cup finals didn’t present significant changes, nevertheless, regarding the 2002 final, there was a great difference. The Brazilian team got similar percentages in the technical actions carried out in the three World Cup finals analyzed, however, in absolute numbers, the passes, the shots and the dribbles decreased while the fouls increased.

Gestão no futebol: os quatro grandes times do estado de São Paulo

This research aims to identify elements that show how management influences and is present in modern Brazilian soccer, the competition and rivalry between the soccer teams, especially in the state of São Paulo, have increased considerably and consequently causing the search for efficiency to advance even more. The research was based on how close a relationship between management and soccer could influence it. Is the management so significant for the outcome of soccer match? The clubs with the best results are always those who apply best management models? Data that enabled the determination of financial indicators was collected from those who are considered the four major clubs in the state of São Paulo (SC Corinthians Paulista, SE Palmeiras, Santos FC and São Paulo FC ). With the data, the indicators and events that occurred with the clubs in the period 2010-2012, it was possible to demonstrate the influence of management in soccer, both good and bad, and see that even with the immediate results that soccer requires, managers should invest in some long-term measures to improve the structure of the clubs they represent

Cyberhooligans: a manifestação da violência das redes sociais

Pós-graduação em Desenvolvimento Humano e Tecnologias - IBRC

O desenvolvimento e as transições da carreira atlética dos jogadores de futebol de elite : estudo de caso num contexto de Seleção Nacional

A compreensão do desenvolvimento da carreira atlética e, em particular, das estratégias de ajustamento dos desportistas aos momentos de mudança no seu percurso de envolvimento no desporto, é fundamental para desenhar as facetas dos contextos promotores do talento, às quais a investigação tem vindo a destacar uma atenção especial nas últimas décadas. Nesse sentido, este estudo teve como objetivo descrever o processo de desenvolvimento e transições da carreira de futebolista de elite, esclarecendo as principais características e vivências ao longo do seu percurso desportivo. Para o efeito, foram realizados três estudos onde se incluem uma revisão sistemática de literatura e dois estudos de caso, com recurso a entrevistas semiestruturadas a 11 atletas de elite retirados que exercem funções nas seleções nacionais de futebol. Os resultados esclarecem o papel da prática precoce e diversificada, do suporte parental e da relação com o treinador como determinantes da carreira atlética. A participação em atividades desportivas informais e diversificadas é percecionada como promotora do desenvolvimento de competências técnicas e de relacionamento com pares, enquanto a especialização é observada como potenciadora, sobretudo, das competências de nível motor. Ao contrário de outros estudos realizados, as transições de júnior para sénior e do término da carreira foram identificadas como processos que não constituíram uma ameaça para os futebolistas. Finalmente, conclui-se que os atletas de elite vivenciam grandes dificuldades em conciliar as atividades académicas com a prática do futebol e o risco de abandono dos estudos surge regularmente associado à aproximação da subida ao escalão sénior pelo aumento da exigência e do investimento numa carreira profissional.

What shapes player performance in soccer? Empirical findings from a panel analysis

In this article, we investigate the pay-performance relationship of soccer players using individual data from eight seasons of the German soccer league Bundesliga. We find a nonlinear pay-performance relationship, indicating that salary does indeed affect individual performance. The results further show that player performance is affected not only by absolute income level but also by relative income position. An additional analysis of the performance impact of team effects provides evidence of a direct impact of team-mate attributes on individual player performance.

Large-scale analysis of formations in soccer

Due to the demand for better and deeper analysis in sports, organizations (both professional teams and broadcasters) are looking to use spatiotemporal data in the form of player tracking information to obtain an advantage over their competitors. However, due to the large volume of data, its unstructured nature, and lack of associated team activity labels (e.g. strategic/tactical), effective and efficient strategies to deal with such data have yet to be deployed. A bottleneck restricting such solutions is the lack of a suitable representation (i.e. ordering of players) which is immune to the potentially infinite number of possible permutations of player orderings, in addition to the high dimensionality of temporal signal (e.g. a game of soccer last for 90 mins). Leveraging a recent method which utilizes a "role-representation", as well as a feature reduction strategy that uses a spatiotemporal bilinear basis model to form a compact spatiotemporal representation. Using this representation, we find the most likely formation patterns of a team associated with match events across nearly 14 hours of continuous player and ball tracking data in soccer. Additionally, we show that we can accurately segment a match into distinct game phases and detect highlights. (i.e. shots, corners, free-kicks, etc) completely automatically using a decision-tree formulation.

Science of winning soccer : emergent pattern-forming dynamics in association football

Quantitative analysis is increasingly being used in team sports to better understand performance in these stylized, delineated, complex social systems. Here we provide a first step toward understanding the pattern-forming dynamics that emerge from collective offensive and defensive behavior in team sports. We propose a novel method of analysis that captures how teams occupy sub-areas of the field as the ball changes location. We used the method to analyze a game of association football (soccer) based upon a hypothesis that local player numerical dominance is key to defensive stability and offensive opportunity. We found that the teams consistently allocated more players than their opponents in sub-areas of play closer to their own goal. This is consistent with a predominantly defensive strategy intended to prevent yielding even a single goal. We also find differences between the two teams' strategies: while both adopted the same distribution of defensive, midfield, and attacking players (a 4:3:3 system of play), one team was significantly more effective both in maintaining defensive and offensive numerical dominance for defensive stability and offensive opportunity. That team indeed won the match with an advantage of one goal (2 to 1) but the analysis shows the advantage in play was more pervasive than the single goal victory would indicate. Our focus on the local dynamics of team collective behavior is distinct from the traditional focus on individual player capability. It supports a broader view in which specific player abilities contribute within the context of the dynamics of multiplayer team coordination and coaching strategy. By applying this complex system analysis to association football, we can understand how players' and teams' strategies result in successful and unsuccessful relationships between teammates and opponents in the area of play.