Journal of Human Sport and Exercise

Where do the best technical football players in the world come from? Analysing the association between technical proficiency and geographical origin in elite football

Mikael Jamil

DOI: https://doi.org/10.14198/jhse.2022.172.02

Abstract

Opta seasonal sum total statistics for 1,533 professional football players representing 88 nations around the world were analysed in order to determine where the most proficient technical football players originate from. A series of Kruskal-Wallis tests were conducted and results revealed that South American players were significantly better at scoring the first goal (p = .044), scoring penalties (p = .034) and attempting shots (p = .018) than their European counterparts. Both European and South American players were revealed to be more adept at passing actions than their African, Asian or North American counterparts. Both South American and African players committed significantly more errors than their European, Asian or North American counterparts, with South American players more frequently apprehended by the referee than Asian players (p = .031), European players (p = .020) and North American players (p = .034). African players were revealed to be caught offside (p = .039) as well as have more unsuccessful ball touches (p = .001) and be dispossessed (p = .036) significantly more often than European players. It is concluded that a player’s geographical origin can impact their technical proficiency in football and this theme needs further investigation.


Keywords

Opta; Player performance; Technical performance; Soccer; Player nationality; Performance analysis, Match analysis

References

Andrzejewski, M., Chmura, J., Pluta, B., Strzelczyk, R., & Kasprzak, A. (2013). Analysis of Sprinting Activities of Professional Soccer Players. Journal of Strength and Conditioning Research, 27(8), 2134-2140. https://doi.org/10.1519/JSC.0b013e318279423e

Berdejo-del-Fresno, D. (2014). A Review about Futsal. American Journal of Sports Science and Medicine, 2(3), 70-70. https://doi.org/10.12691/ajssm-2-3-0

Bewick, V., Cheek, L., & Ball, J. (2004). Statistics review 10: Further nonparametric methods. Critical Care, 8(3), 196-199. https://doi.org/10.1186/cc2857

Bloomfield, J., Polman, R., Butterly, R., & O'Donoghue, P. (2005). Analysis of age, stature, body mass, BMI and quality of elite soccer players from 4 European Leagues. The Journal of Sports Medicine and Physical Fitness, 45(1), 58-67.

Bransen, L., & Van Haaren, J. (2019). Measuring Football Players' On-the-Ball Contributions from Passes During Games. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Vol. 11330 LNAI (Issue November, pp. 3-15). https://doi.org/10.1007/978-3-030-17274-9_1

Bush, M. D., Archer, D. T., Hogg, R., & Bradley, P. S. (2015). Factors influencing physical and technical variability in the english premier league. International Journal of Sports Physiology and Performance, 10(7), 865-872. https://doi.org/10.1123/ijspp.2014-0484

Cohen, J. (1992). A power primer. Psychological Bulletin, 112(1), 155-159. https://doi.org/10.1037/0033-2909.112.1.155

Collet, C. (2013). The possession game? A comparative analysis of ball retention and team success in European and international football, 2007-2010. Journal of Sports Sciences, 31(2), 123-136. https://doi.org/10.1080/02640414.2012.727455

Corrêa, U., Alegre, F., Freudenheim, A., Santos, S., & Tani, G. (2012). The Game of Futsal as an Adaptive Process. Nonlinear Dynamics, Psychology, and Life Sciences, 16, 185-203.

Dellal, A., Chamari, K., Wong, D. P., Ahmaidi, S., Keller, D., Barros, R., Bisciotti, G. N., & Carling, C. (2011). Comparison of physical and technical performance in European soccer match-play: Fa Premier League and La Liga. European Journal of Sport Science, 11(1), 51-59. https://doi.org/10.1080/17461391.2010.481334

Di Salvo, V., Gregson, W., Atkinson, G., Tordoff, P., & Drust, B. (2009). Analysis of High Intensity Activity in Premier League Soccer. International Journal of Sports Medicine, 30(03), 205-212. https://doi.org/10.1055/s-0028-1105950

Fernandez-Navarro, J., Fradua, L., Zubillaga, A., Ford, P. R., & McRobert, A. P. (2016). Attacking and defensive styles of play in soccer: analysis of Spanish and English elite teams. Journal of Sports Sciences, 34(24), 2195-2204. https://doi.org/10.1080/02640414.2016.1169309

Ferrari, S. (2017). Performance Analysis in Soccer. Potentialities and Challenges in the African Context. Journal of Physical Education and Sport, 17(1), 436. https://doi.org/10.7752/jpes.2017.01065

Gai, Y., Leicht, A. S., Lago, C., & Gómez, M.-Á. (2019). Physical and technical differences between domestic and foreign soccer players according to playing positions in the China Super League. Research in Sports Medicine, 27(3), 314-325. https://doi.org/10.1080/15438627.2018.1540005

Grossmann, B., & Lames, M. (2015). From Talent to Professional Football - Youthism in German Football. International Journal of Sports Science & Coaching, 10(6), 1103-1113. https://doi.org/10.1260/1747-9541.10.6.1103

Hoffmann, R., Ging, L. C., & Ramasamy, B. (2019). The Socio-Economic Determinants of International Soccer Performance. Journal of Applied Economics, 5(2), 253-272. https://doi.org/10.1080/15140326.2002.12040579

Hughes, M., Caudrelier, T., James, N., Redwood-Brown, A., Donnelly, I., Kirkbride, A., & Duschesne, C. (2012). Moneyball and soccer - An analysis of the key performance indicators of elite male soccer players by position. Journal of Human Sport and Exercise, 7(SPECIALISSUE.2), 402-412. https://doi.org/10.4100/jhse.2012.72.06

Ingersoll, K., Malesky, E., & Saiegh, S. M. (2017). Heterogeneity and team performance: Evaluating the effect of cultural diversity in the world's top soccer league. Journal of Sports Analytics, 3(2), 67-92. https://doi.org/10.3233/jsa-170052

Jamil, M. (2019). A case study assessing possession regain patterns in English Premier League Football. International Journal of Performance Analysis in Sport, 19(6), 1011-1025. https://doi.org/10.1080/24748668.2019.1689752

Jamil, M., Littman, P., & Beato, M. (2020). Investigating inter-league and inter-nation variations of key determinants for penalty success across European football. International Journal of Performance Analysis in Sport, 20(5), 892–907. https://doi.org/10.1080/24748668.2020.1794720

Jamil, M., McErlain-Naylor, S. A., & Beato, M. (2020). Investigating the impact of the mid-season winter break on technical performance levels across European football – Does a break in play affect team momentum? International Journal of Performance Analysis in Sport, 20(3), 406–419. https://doi.org/10.1080/24748668.2020.1753980

Jewell, T. (2014). Major league soccer in the USA. In Handbook on the Economics of Professional Football (Issue 2015, pp. 351-367). Edward Elgar Publishing. https://doi.org/10.4337/9781781003176.00029

Lago-Peñas, C., Lago-Ballesteros, J., Dellal, A., & Gómez, M. (2010). Game-related statistics that discriminated winning, drawing and losing teams from the Spanish soccer league. Journal of Sports Science and Medicine, 9(2), 288-293.

Larkin, P., & Reeves, M. J. (2018). Junior-elite football: time to re-position talent identification? Soccer and Society, 19(8), 1183-1192. https://doi.org/10.1080/14660970.2018.1432389

Liu, H., Gómez, M. A., Gonçalves, B., & Sampaio, J. (2016). Technical performance and match-to-match variation in elite football teams. Journal of Sports Sciences, 34(6), 509-518. https://doi.org/10.1080/02640414.2015.1117121

Liu, H., Hopkins, W., Gómez, A. M., & Molinuevo, S. J. (2013). Inter-operator reliability of live football match statistics from OPTA Sportsdata. International Journal of Performance Analysis in Sport, 13(3), 803-821. https://doi.org/10.1080/24748668.2013.11868690

Liu, H., Yi, Q., Giménez, J. V., Gómez, M. A., & Lago-Peñas, C. (2015). Performance profiles of football teams in the UEFA champions league considering situational efficiency. International Journal of Performance Analysis in Sport, 15(1), 371-390. https://doi.org/10.1080/24748668.2015.11868799

Lopez Frías, F. J. (2015). La Roja: A Journey Through Spanish Football. Soccer & Society, 16(1), 149-151. https://doi.org/10.1080/14660970.2013.812324

Mackenzie, R., & Cushion, C. (2013). Performance analysis in football: A critical review and implications for future research. Journal of Sports Sciences, 31(6), 639-676. https://doi.org/10.1080/02640414.2012.746720

Mitrotasios, M., Gonzalez-Rodenas, J., Armatas, V., & Aranda, R. (2019). The creation of goal scoring opportunities in professional soccer. Tactical differences between Spanish La Liga, English Premier League, German Bundesliga and Italian Serie A. International Journal of Performance Analysis in Sport, 19(3), 452-465. https://doi.org/10.1080/24748668.2019.1618568

Moore, R., Bullough, S., Goldsmith, S., & Edmondson, L. (2014). A Systematic Review of Futsal Literature. American Journal of Sports Science and Medicine, 2(3), 108-116. https://doi.org/10.12691/ajssm-2-3-8

Peeters, T. (2018). Testing the Wisdom of Crowds in the field: Transfermarkt valuations and international soccer results. International Journal of Forecasting, 34(1), 17-29. https://doi.org/10.1016/j.ijforecast.2017.08.002

Sapp, R., Spangenburg, E., & Hagberg, J. (2017). Trends in aggressive play and refereeing among the top five European soccer leagues. Journal of Sports Sciences, 36, 1-9. https://doi.org/10.1080/02640414.2017.1377911

Sarmento, H., Anguera, M. T., Pereira, A., & Araújo, D. (2018). Talent Identification and Development in Male Football: A Systematic Review. Sports Medicine, 48(4), 907-931. https://doi.org/10.1007/s40279-017-0851-7

Sarmento, H., Pereira, A., Matos, N., Campaniço, J., Anguera, T. M., & Leitão, J. (2013). English Premier League, Spaińs La Liga and Italýs Seriés A - What's Different? International Journal of Performance Analysis in Sport, 13(3), 773-789. https://doi.org/10.1080/24748668.2013.11868688

Sedgwick, P. (2012). Multiple significance tests: The Bonferroni correction. BMJ (Online), 344(7841), 1-2. https://doi.org/10.1136/bmj.e509

Strutner, M., Parrish, C., & Nauright, J. (2014). Making Soccer "Major League" in the USA and Beyond: Major League Soccer's First Decade. Sport History Review, 45(1), 23-36. https://doi.org/10.1123/shr.2012-0017

Travassos, B., Duarte, R., Vilar, L., Davids, K., & Araújo, D. (2012). Practice task design in team sports: Representativeness enhanced by increasing opportunities for action. Journal of Sports Sciences, 30(13), 1447-1454. https://doi.org/10.1080/02640414.2012.712716

Vogelbein, M., Nopp, S., & Hökelmann, A. (2014). Defensive transition in soccer - are prompt possession regains a measure of success? A quantitative analysis of German Fußball-Bundesliga 2010/2011. Journal of Sports Sciences, 32(11), 1076-1083. https://doi.org/10.1080/02640414.2013.879671

Zhou, C., Zhang, S., Lorenzo Calvo, A., & Cui, Y. (2018). Chinese soccer association super league, 2012-2017: key performance indicators in balance games. International Journal of Performance Analysis in Sport, 18(4), 645-656. https://doi.org/10.1080/24748668.2018.1509254




DOI: https://doi.org/10.14198/jhse.2022.172.02





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