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Erschienen in: Sports Medicine 4/2018

14.12.2017 | Systematic Review

What Performance Analysts Need to Know About Research Trends in Association Football (2012–2016): A Systematic Review

verfasst von: Hugo Sarmento, Filipe Manuel Clemente, Duarte Araújo, Keith Davids, Allistair McRobert, António Figueiredo

Erschienen in: Sports Medicine | Ausgabe 4/2018

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Abstract

Background

Evolving patterns of match analysis research need to be systematically reviewed regularly since this area of work is burgeoning rapidly and studies can offer new insights to performance analysts if theoretically and coherently organized.

Objective

The purpose of this paper was to conduct a systematic review of published articles on match analysis in adult male football, identify and organize common research topics, and synthesize the emerging patterns of work between 2012 and 2016, according to the Preferred Reporting Items for Systematic Reviews and Meta-analyses (PRISMA) guidelines.

Methods

The Web of Science database was searched for relevant published studies using the following keywords: ‘football’ and ‘soccer’, each one associated with the terms ‘match analysis’, ‘performance analysis’, ‘notational analysis’, ‘game analysis’, ‘tactical analysis’ and ‘patterns of play’.

Results

Of 483 studies initially identified, 77 were fully reviewed and their outcome measures extracted and analyzed. Results showed that research mainly focused on (1) performance at set pieces, i.e. corner kicks, free kicks, penalty kicks; (2) collective system behaviours, captured by established variables such as team centroid (geometrical centre of a set of players) and team dispersion (quantification of how far players are apart), as well as tendencies for team communication (establishing networks based on passing sequences), sequential patterns (predicting future passing sequences), and group outcomes (relationships between match-related statistics and final match scores); and (3) activity profile of players, i.e. playing roles, effects of fatigue, substitutions during matches, and the effects of environmental constraints on performance, such as heat and altitude.

Conclusion

From the previous review, novel variables were identified that require new measurement techniques. It is evident that the complexity engendered during performance in competitive soccer requires an integrated approach that considers multiple aspects. A challenge for researchers is to align these new measures with the needs of the coaches through a more integrated relationship between coaches and researchers, to produce practical and usable information that improves player performance and coach activity.
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Literatur
1.
Zurück zum Zitat Sarmento H, Marcelino R, Anguera M, Campaniço J, Matos N, Leitão J. Match analysis in football: a systematic review. J Sports Sci. 2014;32:1831–43.PubMedCrossRef Sarmento H, Marcelino R, Anguera M, Campaniço J, Matos N, Leitão J. Match analysis in football: a systematic review. J Sports Sci. 2014;32:1831–43.PubMedCrossRef
2.
Zurück zum Zitat Rein R, Memmert D. Big data and tactical analysis in elite soccer: future challenges and opportunities for sports science. SpringerPlus. 2016;5(1):1410.PubMedPubMedCentralCrossRef Rein R, Memmert D. Big data and tactical analysis in elite soccer: future challenges and opportunities for sports science. SpringerPlus. 2016;5(1):1410.PubMedPubMedCentralCrossRef
3.
Zurück zum Zitat Memmert D, Lemmink KA, Sampaio J. Current approaches to tactical performance analyses in soccer using position data. Sports Med. 2017;47(1):1–10.PubMedCrossRef Memmert D, Lemmink KA, Sampaio J. Current approaches to tactical performance analyses in soccer using position data. Sports Med. 2017;47(1):1–10.PubMedCrossRef
4.
Zurück zum Zitat Castellano J, Alvarez-Pastor D, Bradley PS. Evaluation of research using computerised tracking systems (Amisco and Prozone) to analyse physical performance in elite soccer: a systematic review. Sports Med. 2014;44(5):701–12.PubMedCrossRef Castellano J, Alvarez-Pastor D, Bradley PS. Evaluation of research using computerised tracking systems (Amisco and Prozone) to analyse physical performance in elite soccer: a systematic review. Sports Med. 2014;44(5):701–12.PubMedCrossRef
5.
Zurück zum Zitat Williams A. Science and soccer: developing elite performers. New York: Routledge; 2013. Williams A. Science and soccer: developing elite performers. New York: Routledge; 2013.
6.
Zurück zum Zitat Favero T, Drust B, Dawson B. International research in science and soccer II. New York: Routledge; 2016. Favero T, Drust B, Dawson B. International research in science and soccer II. New York: Routledge; 2016.
7.
Zurück zum Zitat Passos P, Araújo D, Volossovitch A. Performance analysis in team sports. London and New York: Routledge; 2017. Passos P, Araújo D, Volossovitch A. Performance analysis in team sports. London and New York: Routledge; 2017.
8.
Zurück zum Zitat Clemente FM, Couceiro MS, Fernando ML, Mendes R, Figueiredo AJ. Measuring tactical behaviour using technological metrics: case study of a football game. Int J Sports Sci Coach. 2013;8:723–39.CrossRef Clemente FM, Couceiro MS, Fernando ML, Mendes R, Figueiredo AJ. Measuring tactical behaviour using technological metrics: case study of a football game. Int J Sports Sci Coach. 2013;8:723–39.CrossRef
9.
Zurück zum Zitat Travassos B, Davids K, Araújo D, Esteves PT. Performance analysis in team sports: advances from an ecological dynamics approach. Int J Perform Anal Sport. 2013;13(1):83–95.CrossRef Travassos B, Davids K, Araújo D, Esteves PT. Performance analysis in team sports: advances from an ecological dynamics approach. Int J Perform Anal Sport. 2013;13(1):83–95.CrossRef
10.
Zurück zum Zitat Law M, Stewart D, Pollock N, Letts L, Bosch J, Westmorland M. Critical review form—quantitative studies. Hamilton: MacMaster University; 1998. Law M, Stewart D, Pollock N, Letts L, Bosch J, Westmorland M. Critical review form—quantitative studies. Hamilton: MacMaster University; 1998.
11.
Zurück zum Zitat Faber IR, Bustin PM, Oosterveld FG, Elferink-Gemser MT, Nijhuis-Van der Sanden MW. Assessing personal talent determinants in young racquet sport players: a systematic review. J Sports Sci. 2016;34(5):395–410.PubMedCrossRef Faber IR, Bustin PM, Oosterveld FG, Elferink-Gemser MT, Nijhuis-Van der Sanden MW. Assessing personal talent determinants in young racquet sport players: a systematic review. J Sports Sci. 2016;34(5):395–410.PubMedCrossRef
12.
Zurück zum Zitat Wierike S, Van der Sluis A, Van den Akker-Scheek I, Elferink-Gemser MT, Visscher C. Psychosocial factors influencing the recovery of athletes with anterior cruciate ligament injury: a systematic review. Scand J Med Sci Sports. 2013;23(5):527–40. Wierike S, Van der Sluis A, Van den Akker-Scheek I, Elferink-Gemser MT, Visscher C. Psychosocial factors influencing the recovery of athletes with anterior cruciate ligament injury: a systematic review. Scand J Med Sci Sports. 2013;23(5):527–40.
13.
Zurück zum Zitat Almeida CH, Volossovitch A, Duarte R. Penalty kick outcomes in UEFA club competitions (2010–2015): the roles of situational, individual and performance factors. Int J Perform Anal Sport. 2016;16(2):508–22.CrossRef Almeida CH, Volossovitch A, Duarte R. Penalty kick outcomes in UEFA club competitions (2010–2015): the roles of situational, individual and performance factors. Int J Perform Anal Sport. 2016;16(2):508–22.CrossRef
14.
Zurück zum Zitat Casal CA, Maneiro R, Arda T, Losada JL, Rial A. Analysis of corner kick success in elite football. Int J Perform Anal Sport. 2015;15(2):430–51.CrossRef Casal CA, Maneiro R, Arda T, Losada JL, Rial A. Analysis of corner kick success in elite football. Int J Perform Anal Sport. 2015;15(2):430–51.CrossRef
15.
Zurück zum Zitat Sarmento H. Análise do jogo de futebol: Padrões de jogo ofensivo em equipas de alto rendimento: uma abordagem qualitativa. Vila Real: Universidade de Trás os Montes e Alto Douro; 2012. Sarmento H. Análise do jogo de futebol: Padrões de jogo ofensivo em equipas de alto rendimento: uma abordagem qualitativa. Vila Real: Universidade de Trás os Montes e Alto Douro; 2012.
16.
Zurück zum Zitat Andrzejewski M, Chmura J, Pluta B, Kasprzak A. Analysis of motor activities of professional soccer players. J Strength Cond Res. 2012;26(6):1481–8.PubMedCrossRef Andrzejewski M, Chmura J, Pluta B, Kasprzak A. Analysis of motor activities of professional soccer players. J Strength Cond Res. 2012;26(6):1481–8.PubMedCrossRef
17.
Zurück zum Zitat Silva JR, Magalhaes J, Ascensao A, Seabra AF, Rebelo A. Training status and match activity of professional soccer players throughout a season. J Strength Cond Res. 2013;27(1):20–30.PubMedCrossRef Silva JR, Magalhaes J, Ascensao A, Seabra AF, Rebelo A. Training status and match activity of professional soccer players throughout a season. J Strength Cond Res. 2013;27(1):20–30.PubMedCrossRef
18.
Zurück zum Zitat Wallace JL, Norton KI. Evolution of World Cup soccer final games 1966–2010: game structure, speed and play patterns. J Sci Med Sport. 2014;17(2):223–8.PubMedCrossRef Wallace JL, Norton KI. Evolution of World Cup soccer final games 1966–2010: game structure, speed and play patterns. J Sci Med Sport. 2014;17(2):223–8.PubMedCrossRef
19.
Zurück zum Zitat Di Salvo V, Gregson W, Atkinson G, Tordoff P, Drust B. Analysis of high intensity activity in Premier League soccer. Int J Sports Med. 2009;30(3):205–12.PubMedCrossRef Di Salvo V, Gregson W, Atkinson G, Tordoff P, Drust B. Analysis of high intensity activity in Premier League soccer. Int J Sports Med. 2009;30(3):205–12.PubMedCrossRef
20.
Zurück zum Zitat Bradley PS, Lago-Penas C, Rey E. Evaluation of the match performances of substitution players in elite soccer. Int J Sports Physiol Perform. 2014;9(3):415–24.PubMedCrossRef Bradley PS, Lago-Penas C, Rey E. Evaluation of the match performances of substitution players in elite soccer. Int J Sports Physiol Perform. 2014;9(3):415–24.PubMedCrossRef
21.
Zurück zum Zitat Gomez MA, Lago-Penas C, Owen AL. The influence of substitutions on elite soccer teams’ performance. Int J Perform Anal Sport. 2016;16(2):553–68.CrossRef Gomez MA, Lago-Penas C, Owen AL. The influence of substitutions on elite soccer teams’ performance. Int J Perform Anal Sport. 2016;16(2):553–68.CrossRef
22.
Zurück zum Zitat Rey E, Lago-Ballesteros J, Padron-Cabo A. Timing and tactical analysis of player substitutions in the UEFA Champions League. Int J Perform Anal Sport. 2015;15(3):840–50.CrossRef Rey E, Lago-Ballesteros J, Padron-Cabo A. Timing and tactical analysis of player substitutions in the UEFA Champions League. Int J Perform Anal Sport. 2015;15(3):840–50.CrossRef
23.
Zurück zum Zitat Nassis GP. Effect of altitude on football performance: analysis of the 2010 FIFA World Cup data. J Strength Cond Res. 2013;27(3):703–7.PubMedCrossRef Nassis GP. Effect of altitude on football performance: analysis of the 2010 FIFA World Cup data. J Strength Cond Res. 2013;27(3):703–7.PubMedCrossRef
24.
Zurück zum Zitat Nassis GP, Brito J, Dvorak J, Chalabi H, Racinais S. The association of environmental heat stress with performance: analysis of the 2014 FIFA World Cup Brazil. Br J Sports Med. 2015;49(9):609–13.PubMedPubMedCentralCrossRef Nassis GP, Brito J, Dvorak J, Chalabi H, Racinais S. The association of environmental heat stress with performance: analysis of the 2014 FIFA World Cup Brazil. Br J Sports Med. 2015;49(9):609–13.PubMedPubMedCentralCrossRef
25.
Zurück zum Zitat Clemente FM, Couceiro MS, Martins FML, Mendes R, Figueiredo AJ. Measuring collective behaviour in football teams: inspecting the impact of each half of the match on ball possession. Int J Perform Anal Sport. 2013;13(3):678–89.CrossRef Clemente FM, Couceiro MS, Martins FML, Mendes R, Figueiredo AJ. Measuring collective behaviour in football teams: inspecting the impact of each half of the match on ball possession. Int J Perform Anal Sport. 2013;13(3):678–89.CrossRef
26.
Zurück zum Zitat Bartlett R, Button C, Robins M, Dutt-Mazumder A, Kennedy G. Analysing team coordination patterns from player movement trajectories in football: methodological considerations. Int J Perform Anal Sport. 2012;12:398–424.CrossRef Bartlett R, Button C, Robins M, Dutt-Mazumder A, Kennedy G. Analysing team coordination patterns from player movement trajectories in football: methodological considerations. Int J Perform Anal Sport. 2012;12:398–424.CrossRef
27.
Zurück zum Zitat Frencken W, Poel HD, Visscher C, Lemmink K. Variability of inter-team distances associated with match events in elite-standard soccer. J Sports Sci. 2012;30(12):1207–13.PubMedCrossRef Frencken W, Poel HD, Visscher C, Lemmink K. Variability of inter-team distances associated with match events in elite-standard soccer. J Sports Sci. 2012;30(12):1207–13.PubMedCrossRef
28.
Zurück zum Zitat Moura FA, Martins LE, Anido RO, Barros RM, Cunha SA. Quantitative analysis of Brazilian football players’ organization on the pitch. Sports Biomech. 2012;11:85–96.PubMedCrossRef Moura FA, Martins LE, Anido RO, Barros RM, Cunha SA. Quantitative analysis of Brazilian football players’ organization on the pitch. Sports Biomech. 2012;11:85–96.PubMedCrossRef
29.
Zurück zum Zitat Frencken W, Van der Plaats J, Visscher C, Lemmink K. Size matters: Pitch dimensions constrain interactive team behaviour in soccer. J Syst Sci Complex. 2013;26:85–93.CrossRef Frencken W, Van der Plaats J, Visscher C, Lemmink K. Size matters: Pitch dimensions constrain interactive team behaviour in soccer. J Syst Sci Complex. 2013;26:85–93.CrossRef
30.
Zurück zum Zitat Grund TU. Network structure and team performance: The case of English Premier League soccer teams. Soc Netw. 2012;34:682–90.CrossRef Grund TU. Network structure and team performance: The case of English Premier League soccer teams. Soc Netw. 2012;34:682–90.CrossRef
31.
Zurück zum Zitat Cotta C, Mora AM, Merelo JJ, Merelo-Molina C. A network analysis of the 2010 FIFA World Cup champion team play. J Syst Sci Complex. 2013;26:21–42.CrossRef Cotta C, Mora AM, Merelo JJ, Merelo-Molina C. A network analysis of the 2010 FIFA World Cup champion team play. J Syst Sci Complex. 2013;26:21–42.CrossRef
32.
Zurück zum Zitat Clemente FM, Martins FML, Wong DP, Kalamaras D, Mendes RS. Midfielder as the prominent participant in the building attack: a network analysis of national teams in FIFA World Cup 2014. Int J Perform Anal Sport. 2015;15(2):704–22.CrossRef Clemente FM, Martins FML, Wong DP, Kalamaras D, Mendes RS. Midfielder as the prominent participant in the building attack: a network analysis of national teams in FIFA World Cup 2014. Int J Perform Anal Sport. 2015;15(2):704–22.CrossRef
33.
Zurück zum Zitat Sarmento H, Anguera MT, Pereira A, Marques A, Campanico J, Leitao J. Patterns of play in the counterattack of elite football teams: a mixed method approach. Int J Perform Anal Sport. 2014;14(2):411–27.CrossRef Sarmento H, Anguera MT, Pereira A, Marques A, Campanico J, Leitao J. Patterns of play in the counterattack of elite football teams: a mixed method approach. Int J Perform Anal Sport. 2014;14(2):411–27.CrossRef
34.
Zurück zum Zitat Camerino O, Chaverri J, Anguera MT, Jonsson G. Dynamics of the game in soccer: detection of T-patterns. Eur J Sport Sci. 2012;12:216–24.CrossRef Camerino O, Chaverri J, Anguera MT, Jonsson G. Dynamics of the game in soccer: detection of T-patterns. Eur J Sport Sci. 2012;12:216–24.CrossRef
35.
Zurück zum Zitat Zurloni V, Cavalera CM, Diana B, Elia M, Jonsson G. Detecting regularities in soccer dynamics: a T-pattern approach. Revista de Psicología del Deporte. 2015;23:157–64. Zurloni V, Cavalera CM, Diana B, Elia M, Jonsson G. Detecting regularities in soccer dynamics: a T-pattern approach. Revista de Psicología del Deporte. 2015;23:157–64.
36.
Zurück zum Zitat Castellano J, Casamichana D, Lago C. The use of match statistics that discriminate between successful and unsuccessful soccer teams. J Hum Kinet. 2012;31:139–47.PubMedPubMedCentralCrossRef Castellano J, Casamichana D, Lago C. The use of match statistics that discriminate between successful and unsuccessful soccer teams. J Hum Kinet. 2012;31:139–47.PubMedPubMedCentralCrossRef
37.
Zurück zum Zitat Harrop K, Nevill A. Performance indicators that predict success in an English professional League One soccer team. Int J Perform Anal Sport. 2014;14(3):907–20.CrossRef Harrop K, Nevill A. Performance indicators that predict success in an English professional League One soccer team. Int J Perform Anal Sport. 2014;14(3):907–20.CrossRef
38.
Zurück zum Zitat Lago-Penas C, Gomez-Ruano M, Megias-Navarro D, Pollard R. Home advantage in football: examining the effect of scoring first on match outcome in the five major European leagues. Int J Perform Anal Sport. 2016;16(2):411–21.CrossRef Lago-Penas C, Gomez-Ruano M, Megias-Navarro D, Pollard R. Home advantage in football: examining the effect of scoring first on match outcome in the five major European leagues. Int J Perform Anal Sport. 2016;16(2):411–21.CrossRef
39.
Zurück zum Zitat De Baranda PS, Lopez-Riquelme D. Analysis of corner kicks in relation to match status in the 2006 World Cup. Eur J Sport Sci. 2012;12(2):121–9.CrossRef De Baranda PS, Lopez-Riquelme D. Analysis of corner kicks in relation to match status in the 2006 World Cup. Eur J Sport Sci. 2012;12(2):121–9.CrossRef
40.
Zurück zum Zitat Pulling C, Robins M, Rixon T. Defending corner kicks: analysis from the English Premier League. Int J Perform Anal Sport. 2013;13(1):135–48.CrossRef Pulling C, Robins M, Rixon T. Defending corner kicks: analysis from the English Premier League. Int J Perform Anal Sport. 2013;13(1):135–48.CrossRef
41.
Zurück zum Zitat Pulling C. Long corner kicks in the English Premier League: deliveries into the goal area and critical area. Kinesiology. 2015;47(2):193–201. Pulling C. Long corner kicks in the English Premier League: deliveries into the goal area and critical area. Kinesiology. 2015;47(2):193–201.
42.
Zurück zum Zitat Farina RA, Fabrica G, Tambusso PS, Alonso R. Taking the goalkeeper’s side in association football penalty kicks. Int J Perform Anal Sport. 2013;13(1):96–109.CrossRef Farina RA, Fabrica G, Tambusso PS, Alonso R. Taking the goalkeeper’s side in association football penalty kicks. Int J Perform Anal Sport. 2013;13(1):96–109.CrossRef
43.
Zurück zum Zitat Noel B, Furley P, Van der Kamp J, Dicks M, Memmert D. The development of a method for identifying penalty kick strategies in association football. J Sports Sci. 2015;33(1):1–10.PubMedCrossRef Noel B, Furley P, Van der Kamp J, Dicks M, Memmert D. The development of a method for identifying penalty kick strategies in association football. J Sports Sci. 2015;33(1):1–10.PubMedCrossRef
44.
45.
Zurück zum Zitat Casal CA, Maneiro R, Arda T, Losada JL, Rial A. Effectiveness of indirect free kicks in elite soccer. Int J Perform Anal Sport. 2014;14(3):744–60.CrossRef Casal CA, Maneiro R, Arda T, Losada JL, Rial A. Effectiveness of indirect free kicks in elite soccer. Int J Perform Anal Sport. 2014;14(3):744–60.CrossRef
46.
Zurück zum Zitat Link D, Kolbinger O, Weber H, Stockl M. A topography of free kicks in soccer. J Sports Sci. 2016;34(24):2312–20.PubMedCrossRef Link D, Kolbinger O, Weber H, Stockl M. A topography of free kicks in soccer. J Sports Sci. 2016;34(24):2312–20.PubMedCrossRef
47.
Zurück zum Zitat Varley MC, Aughey RJ. Acceleration profiles in elite Australian soccer. Int J Sports Med. 2013;34(1):34–9.PubMed Varley MC, Aughey RJ. Acceleration profiles in elite Australian soccer. Int J Sports Med. 2013;34(1):34–9.PubMed
48.
Zurück zum Zitat Clemente FM, Couceiro MS, Martins FML, Ivanova MO, Mendes R. Activity profiles of soccer players during the 2010 World Cup. J Hum Kinet. 2013;38:201–11.PubMedPubMedCentralCrossRef Clemente FM, Couceiro MS, Martins FML, Ivanova MO, Mendes R. Activity profiles of soccer players during the 2010 World Cup. J Hum Kinet. 2013;38:201–11.PubMedPubMedCentralCrossRef
49.
Zurück zum Zitat Padulo J, Haddad M, Ardigo LP, Chamari K, Pizzolato F. High frequency performance analysis of professional soccer goalkeepers: a pilot study. J Sports Med Phys Fit. 2015;55(6):557–62. Padulo J, Haddad M, Ardigo LP, Chamari K, Pizzolato F. High frequency performance analysis of professional soccer goalkeepers: a pilot study. J Sports Med Phys Fit. 2015;55(6):557–62.
50.
Zurück zum Zitat Andrzejewski M, Chmura J, Pluta B, Strzelczyk R, Kasprzak A. Analysis of sprinting activities of professional soccer players. J Strength Cond Res. 2013;27(8):2134–40.PubMedCrossRef Andrzejewski M, Chmura J, Pluta B, Strzelczyk R, Kasprzak A. Analysis of sprinting activities of professional soccer players. J Strength Cond Res. 2013;27(8):2134–40.PubMedCrossRef
51.
Zurück zum Zitat Di Salvo V, Pigozzi F, Gonzalez-Haro C, Laughlin MS, De Witt JK. Match performance comparison in top English soccer leagues. Int J Sports Med. 2013;34(6):526–32.PubMed Di Salvo V, Pigozzi F, Gonzalez-Haro C, Laughlin MS, De Witt JK. Match performance comparison in top English soccer leagues. Int J Sports Med. 2013;34(6):526–32.PubMed
52.
Zurück zum Zitat Liu HY, Gomez MA, Goncalves B, Sampaio J. Technical performance and match-to-match variation in elite football teams. J Sports Sci. 2016;34(6):509–18.PubMedCrossRef Liu HY, Gomez MA, Goncalves B, Sampaio J. Technical performance and match-to-match variation in elite football teams. J Sports Sci. 2016;34(6):509–18.PubMedCrossRef
53.
Zurück zum Zitat Soroka A, Lago-Penas C. The effect of a succession of matches on the physical performance of elite football players during the World Cup Brazil 2014. Int J Perform Anal Sport. 2016;16(2):434–41.CrossRef Soroka A, Lago-Penas C. The effect of a succession of matches on the physical performance of elite football players during the World Cup Brazil 2014. Int J Perform Anal Sport. 2016;16(2):434–41.CrossRef
54.
Zurück zum Zitat Dellal A, Lago-Penas C, Rey E, Chamari K, Orhant E. The effects of a congested fixture period on physical performance, technical activity and injury rate during matches in a professional soccer team. Br J Sports Med. 2015;49(6):390–4.PubMedCrossRef Dellal A, Lago-Penas C, Rey E, Chamari K, Orhant E. The effects of a congested fixture period on physical performance, technical activity and injury rate during matches in a professional soccer team. Br J Sports Med. 2015;49(6):390–4.PubMedCrossRef
55.
Zurück zum Zitat Penas CL, Dellal A, Owen AL, Gomez-Ruano MA. The influence of the extra-time period on physical performance in elite soccer. Int J Perform Anal Sport. 2015;15(3):830–9.CrossRef Penas CL, Dellal A, Owen AL, Gomez-Ruano MA. The influence of the extra-time period on physical performance in elite soccer. Int J Perform Anal Sport. 2015;15(3):830–9.CrossRef
56.
Zurück zum Zitat Russell M, Sparkes W, Northeast J, Kilduff LP. Responses to a 120 min reserve team soccer match: a case study focusing on the demands of extra time. J Sports Sci. 2015;33(20):2133–9.PubMedCrossRef Russell M, Sparkes W, Northeast J, Kilduff LP. Responses to a 120 min reserve team soccer match: a case study focusing on the demands of extra time. J Sports Sci. 2015;33(20):2133–9.PubMedCrossRef
57.
Zurück zum Zitat Sparks M, Coetzee B, Gabbett TJ. Variations in high-intensity running and fatigue during semi-professional soccer matches. Int J Perform Anal Sport. 2016;16(1):122–32.CrossRef Sparks M, Coetzee B, Gabbett TJ. Variations in high-intensity running and fatigue during semi-professional soccer matches. Int J Perform Anal Sport. 2016;16(1):122–32.CrossRef
58.
Zurück zum Zitat Yue Z, Broich H, Seifriz F, Mester J. Mathematical analysis of a football game. Part I: individual and collective behaviors. Stud Appl Math. 2008;121:223–43.CrossRef Yue Z, Broich H, Seifriz F, Mester J. Mathematical analysis of a football game. Part I: individual and collective behaviors. Stud Appl Math. 2008;121:223–43.CrossRef
59.
Zurück zum Zitat Duarte R, Araújo D, Folgado H, Esteves P, Marques P, Davids K. Capturing complex, non-linear team behaviours during competitive football performance. J Syst Sci Complex. 2013;26:62–72.CrossRef Duarte R, Araújo D, Folgado H, Esteves P, Marques P, Davids K. Capturing complex, non-linear team behaviours during competitive football performance. J Syst Sci Complex. 2013;26:62–72.CrossRef
60.
Zurück zum Zitat Lames M, Erdmann J, Walter F. Oscillations in football—order and disorder in spatial interactions between the two teams. Int J Sport Psychol. 2010;41(4):85–6. Lames M, Erdmann J, Walter F. Oscillations in football—order and disorder in spatial interactions between the two teams. Int J Sport Psychol. 2010;41(4):85–6.
61.
Zurück zum Zitat Clemente FM, Couceiro MS, Martins FML, Mendes RS, Figueiredo AJ. Intelligent systems for analyzing soccer games: the weighted centroid. Ingeniería e Investigación. 2014;34:70–5.CrossRef Clemente FM, Couceiro MS, Martins FML, Mendes RS, Figueiredo AJ. Intelligent systems for analyzing soccer games: the weighted centroid. Ingeniería e Investigación. 2014;34:70–5.CrossRef
62.
Zurück zum Zitat Siegle M, Lames M. Modeling soccer by means of relative phase. J Syst Sci Complex. 2013;26:14–20.CrossRef Siegle M, Lames M. Modeling soccer by means of relative phase. J Syst Sci Complex. 2013;26:14–20.CrossRef
63.
Zurück zum Zitat Frencken W, Lemmink K, Delleman N, Visscher C. Oscillations of centroid position and surface area of football teams in small-sided games. Eur J Sport Sci. 2011;11:215–23.CrossRef Frencken W, Lemmink K, Delleman N, Visscher C. Oscillations of centroid position and surface area of football teams in small-sided games. Eur J Sport Sci. 2011;11:215–23.CrossRef
64.
Zurück zum Zitat Costa IT, Garganta J, Greco PJ, Mesquita I, Seabra A. Influence of relative age effects and quality of tactical behaviour in the performance of youth football players. Int J Perform Anal Sport. 2010;10:82–97.CrossRef Costa IT, Garganta J, Greco PJ, Mesquita I, Seabra A. Influence of relative age effects and quality of tactical behaviour in the performance of youth football players. Int J Perform Anal Sport. 2010;10:82–97.CrossRef
65.
Zurück zum Zitat Clemente FM, Couceiro MS, Martins FML, Mendes RS, Figueiredo AJ. Using collective metrics to inspect spatio-temporal relationships between football players. S Afr J Res Sport Phys Educ Recreat. 2014;36:47–59. Clemente FM, Couceiro MS, Martins FML, Mendes RS, Figueiredo AJ. Using collective metrics to inspect spatio-temporal relationships between football players. S Afr J Res Sport Phys Educ Recreat. 2014;36:47–59.
66.
Zurück zum Zitat Moura FA, Martins LE, Anido RO, Ruffino PR, Barros RM, Cunha SA. A spectral analysis of team dynamics and tactics in Brazilian football. J Sports Sci. 2013;31:1568–77.PubMedCrossRef Moura FA, Martins LE, Anido RO, Ruffino PR, Barros RM, Cunha SA. A spectral analysis of team dynamics and tactics in Brazilian football. J Sports Sci. 2013;31:1568–77.PubMedCrossRef
67.
Zurück zum Zitat Moura FA, van Emmerik REA, Santana JE, Martins LEB, de Barros RML, Cunha SA. Coordination analysis of players’ distribution in football using cross-correlation and vector coding techniques. J Sports Sci. 2016;34(24):2224–32.PubMedCrossRef Moura FA, van Emmerik REA, Santana JE, Martins LEB, de Barros RML, Cunha SA. Coordination analysis of players’ distribution in football using cross-correlation and vector coding techniques. J Sports Sci. 2016;34(24):2224–32.PubMedCrossRef
68.
Zurück zum Zitat Castellano J, Alvarez D, Figueira B, Coutinho D, Sampaio J. Identifying the effects from the quality of opposition in a football team positioning strategy. Int J Perform Anal Sport. 2013;13(3):822–32.CrossRef Castellano J, Alvarez D, Figueira B, Coutinho D, Sampaio J. Identifying the effects from the quality of opposition in a football team positioning strategy. Int J Perform Anal Sport. 2013;13(3):822–32.CrossRef
69.
Zurück zum Zitat Fradua L, Zubillaga A, Caro O, Fernandez-Garcia AI, Ruiz-Ruiz C, Tenga A. Designing small-sided games for training tactical aspects in soccer: extrapolating pitch sizes from full-size professional matches. J Sports Sci. 2013;31(6):573–81.PubMedCrossRef Fradua L, Zubillaga A, Caro O, Fernandez-Garcia AI, Ruiz-Ruiz C, Tenga A. Designing small-sided games for training tactical aspects in soccer: extrapolating pitch sizes from full-size professional matches. J Sports Sci. 2013;31(6):573–81.PubMedCrossRef
70.
Zurück zum Zitat Clemente FM, Martins FM, Couceiro MS, Mendes RS, Figueiredo AJ. Developing a tactical metric to estimate the defensive area of soccer teams: the defensive play area. Proc Inst Mech Eng Part P J Sports Eng Technol. 2016;230(2):124–32. Clemente FM, Martins FM, Couceiro MS, Mendes RS, Figueiredo AJ. Developing a tactical metric to estimate the defensive area of soccer teams: the defensive play area. Proc Inst Mech Eng Part P J Sports Eng Technol. 2016;230(2):124–32.
71.
Zurück zum Zitat Clemente FM, Martins FML, Kalamaras D, Wong DP, Mendes RS. General network analysis of national soccer teams in FIFA World Cup 2014. Int J Perform Anal Sport. 2015;15(1):80–96.CrossRef Clemente FM, Martins FML, Kalamaras D, Wong DP, Mendes RS. General network analysis of national soccer teams in FIFA World Cup 2014. Int J Perform Anal Sport. 2015;15(1):80–96.CrossRef
72.
Zurück zum Zitat Clemente FM, Silva F, Martins FM, Kalamaras D, Mendes RS. Performance analysis tool for network analysis on team sports: a case study of FIFA soccer World Cup 2014. Proc Inst Mech Eng Part P J Sports Eng Technol. 2016;230:158–70.CrossRef Clemente FM, Silva F, Martins FM, Kalamaras D, Mendes RS. Performance analysis tool for network analysis on team sports: a case study of FIFA soccer World Cup 2014. Proc Inst Mech Eng Part P J Sports Eng Technol. 2016;230:158–70.CrossRef
73.
Zurück zum Zitat Clemente FM, Wong DP, Martins FML, Mendes RS. Acute effects of the number of players and scoring method on physiological, physical, and technical performance in small-sided soccer games. Res Sports Med. 2014;22(4):380–97.PubMedCrossRef Clemente FM, Wong DP, Martins FML, Mendes RS. Acute effects of the number of players and scoring method on physiological, physical, and technical performance in small-sided soccer games. Res Sports Med. 2014;22(4):380–97.PubMedCrossRef
74.
Zurück zum Zitat Gama J, Passos P, Davids K, Relvas H, Ribeiro J, Vaz V, et al. Network analysis and intra-team activity in attacking phases of professional football. Int J Perform Anal Sport. 2014;14(3):692–708.CrossRef Gama J, Passos P, Davids K, Relvas H, Ribeiro J, Vaz V, et al. Network analysis and intra-team activity in attacking phases of professional football. Int J Perform Anal Sport. 2014;14(3):692–708.CrossRef
75.
Zurück zum Zitat Clemente FM, Martins FML, Mendes RS. Analysis of scored and conceded goals by a football team throughout a season: a network analysis. Kinesiology. 2016;48(1):103–14. Clemente FM, Martins FML, Mendes RS. Analysis of scored and conceded goals by a football team throughout a season: a network analysis. Kinesiology. 2016;48(1):103–14.
76.
Zurück zum Zitat Cavalera C, Diana B, Elia M, Guldberg KJ, Zurloni V, Anguera MT. T-pattern analysis in soccer games: relationship between time and attack actions. Cuadernos de Psicología del Deporte. 2015;15:41–50.CrossRef Cavalera C, Diana B, Elia M, Guldberg KJ, Zurloni V, Anguera MT. T-pattern analysis in soccer games: relationship between time and attack actions. Cuadernos de Psicología del Deporte. 2015;15:41–50.CrossRef
77.
Zurück zum Zitat Moura FA, Martins LEB, Cunha SA. Analysis of football game-related statistics using multivariate techniques. J Sports Sci. 2014;32(20):1881–7.PubMedCrossRef Moura FA, Martins LEB, Cunha SA. Analysis of football game-related statistics using multivariate techniques. J Sports Sci. 2014;32(20):1881–7.PubMedCrossRef
78.
Zurück zum Zitat Gomez MA, Gomez-Lopez M, Lago C, Sampaio J. Effects of game location and final outcome on game-related statistics in each zone of the pitch in professional football. Eur J Sport Sci. 2012;12(5):393–8.CrossRef Gomez MA, Gomez-Lopez M, Lago C, Sampaio J. Effects of game location and final outcome on game-related statistics in each zone of the pitch in professional football. Eur J Sport Sci. 2012;12(5):393–8.CrossRef
79.
Zurück zum Zitat Lago-Ballesteros J, Lago-Penas C, Rey E. The effect of playing tactics and situational variables on achieving score-box possessions in a professional soccer team. J Sports Sci. 2012;30(14):1455–61.PubMedCrossRef Lago-Ballesteros J, Lago-Penas C, Rey E. The effect of playing tactics and situational variables on achieving score-box possessions in a professional soccer team. J Sports Sci. 2012;30(14):1455–61.PubMedCrossRef
80.
Zurück zum Zitat Almeida CH, Ferreira AP, Volossovitch A. Effects of match location, match status and quality of opposition on regaining possession in UEFA Champions League. J Hum Kinet. 2014;41(1):203–14.PubMedPubMedCentralCrossRef Almeida CH, Ferreira AP, Volossovitch A. Effects of match location, match status and quality of opposition on regaining possession in UEFA Champions League. J Hum Kinet. 2014;41(1):203–14.PubMedPubMedCentralCrossRef
81.
Zurück zum Zitat Bradley P, Lago-Peñas C, Rey E, Sampaio J. The influence of situational variables on ball possession in the English Premier League. J Sports Sci. 2014;32(20):1867–73.PubMedCrossRef Bradley P, Lago-Peñas C, Rey E, Sampaio J. The influence of situational variables on ball possession in the English Premier League. J Sports Sci. 2014;32(20):1867–73.PubMedCrossRef
82.
Zurück zum Zitat Russell M, Rees G, Kingsley MIC. Technical demands of soccer match play in the English Championship. J Strength Cond Res. 2013;27(10):2869–73.PubMedCrossRef Russell M, Rees G, Kingsley MIC. Technical demands of soccer match play in the English Championship. J Strength Cond Res. 2013;27(10):2869–73.PubMedCrossRef
83.
Zurück zum Zitat Garcia-Rubio J, Gomez MA, Lago-Penas C, Ibanez SJ. Effect of match venue, scoring first and quality of opposition on match outcome in the UEFA Champions League. Int J Perform Anal Sport. 2015;15(2):527–39.CrossRef Garcia-Rubio J, Gomez MA, Lago-Penas C, Ibanez SJ. Effect of match venue, scoring first and quality of opposition on match outcome in the UEFA Champions League. Int J Perform Anal Sport. 2015;15(2):527–39.CrossRef
84.
Zurück zum Zitat Castellano J, Casamichana D. What are the differences between first and second divisions of Spanish football teams? Int J Perform Anal Sport. 2015;15(1):135–46.CrossRef Castellano J, Casamichana D. What are the differences between first and second divisions of Spanish football teams? Int J Perform Anal Sport. 2015;15(1):135–46.CrossRef
85.
Zurück zum Zitat Liu HY, Yi Q, Gimenez JV, Gomez MA, Lago-Penas C. Performance profiles of football teams in the UEFA Champions League considering situational efficiency. Int J Perform Anal Sport. 2015;15(1):371–90.CrossRef Liu HY, Yi Q, Gimenez JV, Gomez MA, Lago-Penas C. Performance profiles of football teams in the UEFA Champions League considering situational efficiency. Int J Perform Anal Sport. 2015;15(1):371–90.CrossRef
86.
Zurück zum Zitat Fernandez-Navarro J, Fradua L, Zubillaga A, Ford PR, McRobert AP. Attacking and defensive styles of play in soccer: analysis of Spanish and English elite teams. J Sports Sci. 2016;34(24):2195–204.PubMedCrossRef Fernandez-Navarro J, Fradua L, Zubillaga A, Ford PR, McRobert AP. Attacking and defensive styles of play in soccer: analysis of Spanish and English elite teams. J Sports Sci. 2016;34(24):2195–204.PubMedCrossRef
87.
Zurück zum Zitat Duarte R, Araújo D, Correia V, Davids K. Sports teams as superorganisms: implications of sociobiological models of behaviour for research and practice in team sports performance analysis. Sports Med. 2012;42:633–42.PubMedCrossRef Duarte R, Araújo D, Correia V, Davids K. Sports teams as superorganisms: implications of sociobiological models of behaviour for research and practice in team sports performance analysis. Sports Med. 2012;42:633–42.PubMedCrossRef
89.
Zurück zum Zitat McLean S, Salmon PM, Gorman AD, Read GJ, Solomon C. What’s in a game? A systems approach to enhancing performance analysis in football. PLoS One. 2017;12(2):e0172565.PubMedPubMedCentralCrossRef McLean S, Salmon PM, Gorman AD, Read GJ, Solomon C. What’s in a game? A systems approach to enhancing performance analysis in football. PLoS One. 2017;12(2):e0172565.PubMedPubMedCentralCrossRef
90.
Zurück zum Zitat Couceiro MS, Dias G, Araujo D, Davids K. The ARCANE project: how an ecological dynamics framework can enhance performance assessment and prediction in football. Sports Med. 2016;46(12):1781–6.PubMedCrossRef Couceiro MS, Dias G, Araujo D, Davids K. The ARCANE project: how an ecological dynamics framework can enhance performance assessment and prediction in football. Sports Med. 2016;46(12):1781–6.PubMedCrossRef
91.
Zurück zum Zitat Gonçalves BV, Figueira BE, Maçãs V, Sampaio J. Effect of player position on movement behaviour, physical and physiological performances during an 11-a-side football game. J Sports Sci. 2014;32(2):191–9.PubMedCrossRef Gonçalves BV, Figueira BE, Maçãs V, Sampaio J. Effect of player position on movement behaviour, physical and physiological performances during an 11-a-side football game. J Sports Sci. 2014;32(2):191–9.PubMedCrossRef
92.
Zurück zum Zitat Aguiar M, Gonçalves B, Botelho G, Lemmink K, Sampaio J. Footballers’ movement behaviour during 2-, 3-, 4-and 5-a-side small-sided games. J Sports Sci. 2015;33(12):1259–66.PubMedCrossRef Aguiar M, Gonçalves B, Botelho G, Lemmink K, Sampaio J. Footballers’ movement behaviour during 2-, 3-, 4-and 5-a-side small-sided games. J Sports Sci. 2015;33(12):1259–66.PubMedCrossRef
93.
94.
Zurück zum Zitat David G, Wilson R. Cooperation improves success during intergroup competition: an analysis using data from professional soccer tournaments. Plos One. 2015;10:e0136503.PubMedPubMedCentralCrossRef David G, Wilson R. Cooperation improves success during intergroup competition: an analysis using data from professional soccer tournaments. Plos One. 2015;10:e0136503.PubMedPubMedCentralCrossRef
95.
Zurück zum Zitat Collet C. The possession game? A comparative analysis of ball retention and team success in European and international football, 2007–2010. J Sports Sci. 2013;31(2):123–36.PubMedCrossRef Collet C. The possession game? A comparative analysis of ball retention and team success in European and international football, 2007–2010. J Sports Sci. 2013;31(2):123–36.PubMedCrossRef
96.
Zurück zum Zitat Paixao P, Sampaio J, Almeida CH, Duarte R. How does match status affects the passing sequences of top-level European soccer teams? Int J Perform Anal Sport. 2015;15(1):229–40.CrossRef Paixao P, Sampaio J, Almeida CH, Duarte R. How does match status affects the passing sequences of top-level European soccer teams? Int J Perform Anal Sport. 2015;15(1):229–40.CrossRef
97.
Zurück zum Zitat Carling C, Le Gall F, McCall A, Nedelec M, Dupont G. Squad management, injury and match performance in a professional soccer team over a championship-winning season. Eur J Sport Sci. 2015;15(7):573–82.PubMedCrossRef Carling C, Le Gall F, McCall A, Nedelec M, Dupont G. Squad management, injury and match performance in a professional soccer team over a championship-winning season. Eur J Sport Sci. 2015;15(7):573–82.PubMedCrossRef
98.
Zurück zum Zitat Gonzalez-Rodenas J, Lopez-Bondia I, Calabuig F, Perez-Turpin JA, Aranda R. The effects of playing tactics on creating scoring opportunities in random matches from US Major League Soccer. Int J Perform Anal Sport. 2015;15(3):851–72.CrossRef Gonzalez-Rodenas J, Lopez-Bondia I, Calabuig F, Perez-Turpin JA, Aranda R. The effects of playing tactics on creating scoring opportunities in random matches from US Major League Soccer. Int J Perform Anal Sport. 2015;15(3):851–72.CrossRef
99.
Zurück zum Zitat Hoppe MW, Slomka M, Baumgart C, Weber H, Freiwald J. Match running performance and success across a season in German Bundesliga soccer teams. Int J Sports Med. 2015;36(7):563–6.PubMedCrossRef Hoppe MW, Slomka M, Baumgart C, Weber H, Freiwald J. Match running performance and success across a season in German Bundesliga soccer teams. Int J Sports Med. 2015;36(7):563–6.PubMedCrossRef
100.
Zurück zum Zitat Liu HY, Hopkins WG, Gomez MA. Modelling relationships between match events and match outcome in elite football. Eur J Sport Sci. 2016;16(5):516–25.PubMedCrossRef Liu HY, Hopkins WG, Gomez MA. Modelling relationships between match events and match outcome in elite football. Eur J Sport Sci. 2016;16(5):516–25.PubMedCrossRef
101.
Zurück zum Zitat Winter C, Pfeiffer M. Tactical metrics that discriminate winning, drawing and losing teams in UEFA Euro 2012®. J Sports Sci. 2016;34(6):486–92.PubMedCrossRef Winter C, Pfeiffer M. Tactical metrics that discriminate winning, drawing and losing teams in UEFA Euro 2012®. J Sports Sci. 2016;34(6):486–92.PubMedCrossRef
Metadaten
Titel
What Performance Analysts Need to Know About Research Trends in Association Football (2012–2016): A Systematic Review
verfasst von
Hugo Sarmento
Filipe Manuel Clemente
Duarte Araújo
Keith Davids
Allistair McRobert
António Figueiredo
Publikationsdatum
14.12.2017
Verlag
Springer International Publishing
Erschienen in
Sports Medicine / Ausgabe 4/2018
Print ISSN: 0112-1642
Elektronische ISSN: 1179-2035
DOI
https://doi.org/10.1007/s40279-017-0836-6

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