Biol Sport. 2026;43:1181–1191
1. Carling C, Bloomfield J, Nelsen L, Reilly T. The role of motion analysis in elite soccer: contemporary performance measurement techniques and work rate data. Sports Med. 2008; 38(10):839–862.
2.
Oberstone J. Comparing team performance of the English premier league, Serie A, and La Liga for the 2008–2009 season. J Quant Anal Sports. 2011; 7(1):1–16.
3.
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):123–136.
4.
Anzer G, Bauer P, Brefeld U. The origins of goals in the German Bundesliga. J Sports Sci. 2021; 39(22):2525–2544.
5.
Rienzi E, Drust B, Reilly T, Carter JEL, Martin A. Investigation of anthropometric and work-rate profiles of elite South American international soccer players. J Sports Med Phys Fitness. 2000; 40(2):162–169.
6.
Bloomfield J, Polman R, Butterly R, O’Donoghue P. Analysis of age, stature, body mass, BMI and quality of elite soccer players from 4 European Leagues. J Sports Med Phys Fitness. 2005; 45(1):58–67.
7.
Dellal A, Chamari K, Wong D, Ahmaidi S, Keller D, Barros R, Bisciotti GN, Carling C. Comparison of physical and technical performance in European soccer match-play: FA Premier League and La Liga. Eur J Sport Sci. 2011; 11(1):51–59.
8.
Sarmento H, Figueiredo A, Lago-Peñas C, Milanovic Z, Barbosa A, Tadeu P, Bradley PS. Influence of tactical and situational variables on offensive sequences during elite football matches. J Strength Cond Res. 2018; 32(8):2331–2339.
9.
González-Rodenas J, Aranda-Malavés R, Tudela-Desantes A, Calabuig Moreno F, Casal CA, Aranda R. Effect of match location, team ranking, match status and tactical dimensions on the offensive performance in Spanish ‘La Liga’soccer matches. Front Psychol. 2019; 10:2089.
10.
Yi Q, Groom R, Dai C, Liu H, Gómez Ruano MÁ. Differences in technical performance of players from ‘the big five’European football leagues in the UEFA Champions League. Front Psychol. 2019; 10:2738.
11.
Aranda-Malavés R, Casal CA, Gonzalez Rodenas J, Tudela-Desantes A, De Matías-Cid P, Moltó-Llorens M, Aranda R. Tactical analysis of direct attack from the English Premier League and Spanish La Liga. Front Sports Act Living. 2024; 6:1473311.
12.
Clemente F, Sarmento H. The effects of small-sided soccer games on technical actions and skills: A systematic review. Hum Mov. 2020; 21(3):100–119.
13.
Zhou C, Gómez M-Á, Lorenzo A. The evolution of physical and technical performance parameters in the Chinese Soccer Super League. Biol Sport. 2020; 37(2):139–145.
14.
Li X, Cai X, Gao S, Daniel C, Manuel CF, Han B, Duarte A. Do contextual factors cause differences in passing performance between men and women? A network metrics analysis of the 2022 men’s and 2023 women’s FIFA World Cups using mixed linear models. Int J Perform Anal Sport. 2025:1–22.
15.
Zhou C, Hopkins W, Mao W, Calvo AL, Liu H. Match performance of soccer teams in the Chinese super league— effects of situational and environmental factors. Int J Environ Res Public Health. 2019; 16(21):4238.
16.
Mondal S. The Good Governance Index for the Asian Professional Football Industry, Sheffield Hallam University; 2024.
17.
Horton P. Sport in Asia: globalization, glocalization, Asianization. London; 2011.
18.
Plumley D, Mondal S, Wilson R, Ramchandani G. Rising stars: Competitive balance in five Asian football leagues. J Glob Sport Manag. 2023; 8(1):23–42.
19.
Pappalardo L, Cintia P, Rossi A, Massucco E, Ferragina P, Pedreschi D, Giannotti F. A public data set of spatio-temporal match events in soccer competitions. Sci Data. 2019; 6(1):236.
20.
Pappalardo L, Cintia P, Ferragina P, Massucco E, Pedreschi D, Giannotti F. PlayeRank: data-driven performance evaluation and player ranking in soccer via a machine learning approach. ACM Trans Intell Syst Technol. 2019; 10(5):1–27.
21.
Sánchez-López R, Echeazarra I, Castellano J. Validation of an instrument to qualify Football Competence via WyScout. Apunts Educ Fís Deport. 2023(154):83–94.
22.
Yi Q, Jia H, Liu H, Gómez MÁ. Technical demands of different playing positions in the UEFA Champions League. Int J Perform Anal Sport. 2018; 18(6):926–937.
23.
Hopkins W, Marshall S, Batterham A, Hanin J. Progressive statistics for studies in sports medicine and exercise science. Med Sci Sports Exerc. 2009; 41(1):3–13.
24.
Luo L, Tang Y, Li X, Sun G, Guo E, Xu H. East Asian expatriate football players and national team success: Chinese, Japanese, and South Korean players in Europe (2000–2024). Sci Rep. 2025; 15(1):3707.
25.
Mohr M, Nybo L, Grantham J, Racinais S. Physiological responses and physical performance during football in the heat. PloS one. 2012; 7(6):e39202.
26.
Zhong Y, Zhang S, Yi Q, Gómez Ruano M. The influence of meteorological factors on the technical performance of football teams during matches. Biol Sport. Oct 2024; 41(4):165–172.
27.
Taylor L, Rollo I. Impact of altitude and heat on football performance. SSE. 2014; 27(131):1–9.
28.
Chmura P, Liu H, Andrzejewski M, Chmura J, Kowalczuk E, Rokita A, Konefał M. Is there meaningful influence from situational and environmental factors on the physical and technical activity of elite football players? Evidence from the data of 5 consecutive seasons of the German Bundesliga. PloS one. 2021; 16(3):e0247771.
29.
Steiner S. Passing decisions in football: Introducing an empirical approach to estimating the effects of perceptual information and associative knowledge. Front Psychol. 2018; 9:361–372.
30.
He Q, Araújo D, Davids K, Kee YH, Komar J. Adaptability of performance to different contextual constraints as a predictor of development and success in competitive football: A systematic review. Mov Sport Sci. 2023; 121(3):37–58.
31.
Yamamoto K, Uezu S, Kagawa K, Yamazaki Y, Narizuka T. Theory and data analysis of player and team ball possession time in football. Phys Rev E. 2024; 109(1):014305.
32.
Zeng Y, Zhang H. Analysis of influencing factors of passes in the chinese super league. BMC Sports Sci Med Rehabil. Oct 12 2022; 14(1):1–10.
33.
Maughan R, Shirreffs S, Ozgünen K, Kurdak S, Ersöz G, Binnet M, Dvorak J. Living, training and playing in the heat: challenges to the football player and strategies for coping with environmental extremes. Scand J Med Sci Sports. 2010; 20(3):117–124.
34.
Sofotasiou P, Hughes BR, Calautit JK. Qatar 2022: Facing the FIFA World Cup climatic and legacy challenges. Sustain Cities Soc. 2015; 14:16–30.
35.
Englund T. The Ultimate Book of Soccer Set Pieces: Strategies for Attack and Defense Restarts: Meyer & Meyer Sport; 2022.
36.
Nazarudin MN, Okilanda A, Ockta Y, Nugraha R, Septian Rd. Evaluating defensive strategies in football: analysing the impact of defensive metrics on match outcomes. J Phys Educ Sport. 2025; 25(5):1051–1059.
37.
He Q, Araújo D, Davids K, Kee YH, Komar J. Functional adaptability in playing style: A key determinant of competitive football performance. Adapt Behav. 2023; 31(6):545–558.
38.
Plakias S, Tsatalas T, Moustakidis S, Kalapotharakos V, Kokkotis C, Papalexi M, Giakas G, Tsaopoulos D. Exploring the influence of playing styles on physical demands in professional football. Hum Mov. 2023; 24(4):36–43.
39.
Horne J, Bleakley D. The development of football in Japan. Japan, Korea and the 2002 World Cup: Routledge; 2013:89–105.
40.
Sasao S. Are Japan’s National Teams ‘Organized’?: Nationalism in Football Media Coverage. Int J Sport Health Sci. 2022; 20:136–151.
41.
Lago-Peñas C, Lorenzo-Martinez M, López-Del Campo R, Resta R, Rey E. Evolution of physical and technical parameters in the Spanish LaLiga 2012–2019. Sci Med Footb. 2023; 7(1):41–46.
42.
Lago-Peñas C, Gómez M, Pollard R. The effect of the Video Assistant Referee on referee’s decisions in the Spanish LaLiga. Int J Sports Sci Coach. 2021; 16(3):824–829.
43.
Russell S. How individual conceptions of task role influence referee decision-making priorities: Football arbitration as an ‘ecologically grounded’process in a complex system, Queensland University of Technology; 2021.
44.
Richardson D, Littlewood M, Nesti M, Benstead L. An examination of the migratory transition of elite young European soccer players to the English Premier League. J Sports Sci. 2012; 30(15):1605–1618.
45.
Storey D. Football, place and national identity: Transferring allegiance: Rowman & Littlefield; 2021.
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