Big data and tactical analysis in elite soccer: future challenges and opportunities for sports science

R Rein, D Memmert - SpringerPlus, 2016 - Springer
Until recently tactical analysis in elite soccer were based on observational data using
variables which discard most contextual information. Analyses of team tactics require …

Match analysis in football: a systematic review

H Sarmento, R Marcelino, MT Anguera… - Journal of sports …, 2014 - Taylor & Francis
The main focus of this paper was to review the available literature on match analysis in adult
male football. The most common research topics were identified, their methodologies …

Performance analysis in football: A critical review and implications for future research

R Mackenzie, C Cushion - Journal of sports sciences, 2013 - Taylor & Francis
This paper critically reviews existing literature relating to performance analysis (PA) in
football, arguing that an alternative approach is warranted. The paper considers the …

Match statistics related to winning in the group stage of 2014 Brazil FIFA World Cup

H Liu, MÁ Gomez, C Lago-Peñas… - Journal of sports …, 2015 - Taylor & Francis
Identifying match statistics that strongly contribute to winning in football matches is a very
important step towards a more predictive and prescriptive performance analysis. The current …

Attacking and defensive styles of play in soccer: analysis of Spanish and English elite teams

J Fernandez-Navarro, L Fradua, A Zubillaga… - Journal of sports …, 2016 - Taylor & Francis
The aim of this study was to define and categorise different styles of play in elite soccer and
associated performance indicators by using factor analysis. Furthermore, the observed …

“Which pass is better?” Novel approaches to assess passing effectiveness in elite soccer

R Rein, D Raabe, D Memmert - Human movement science, 2017 - Elsevier
Passing behaviour is a key property of successful performance in team sports. Previous
investigations however have mainly focused on notational measurements like total passing …

Sports teams as superorganisms: Implications of sociobiological models of behaviour for research and practice in team sports performance analysis

R Duarte, D Araújo, V Correia, K Davids - Sports medicine, 2012 - Springer
Significant criticisms have emerged on the way that collective behaviours in team sports
have been traditionally evaluated. A major recommendation has been for future research …

Effect of playing tactics on goal scoring in Norwegian professional soccer

A Tenga, I Holme, LT Ronglan, R Bahr - Journal of sports sciences, 2010 - Taylor & Francis
Methods that include an assessment of opponent interactions are thought to provide a more
valid analysis of team match performance. The purpose of this study was to examine the …

Machine learning in men's professional football: Current applications and future directions for improving attacking play

M Herold, F Goes, S Nopp, P Bauer… - … Journal of Sports …, 2019 - journals.sagepub.com
It is common practice amongst coaches and analysts to search for key performance
indicators related to attacking play in football. Match analysis in professional football has …

Match performance comparison in top English soccer leagues

V Di Salvo, F Pigozzi, C Gonzalez-Haro… - … journal of sports …, 2013 - thieme-connect.com
The purpose of this study was to compare motions of soccer players in the English Premier
(1 st) and Championship (2 nd) League. A total of 26 449 observations were obtained from …