2016 UEFA European Championship: Pass and shot association

Özgür Bostancı, Hakan Mayda, Levent Ceylan, Abdurrahim Kaplan, Arif Satıcı, Ömer Faruk Yazıcı


The purpose of this study is to analyze the association between technical features such as goal, pass, shot, ball possession and ball stealing and the goals scored in matches played by teams who qualified out of the group (n=16)  and who could not (n=8) in 2016 UEFA European Championship. The data of the study were obtained by using computerized multiple camera surveillance system (Prozone). SPSS 22.0 program was used for the statistical analyses of this study. Independent T test was used to compare the parameters of teams who qualified out of the team and those who could not, while Pearson correlation analysis was used to analyze the association between variables. When the total shot parameters per match apart from shots, total pass, total pass to the third zone and ball stealing total data were compared, significant difference was found (p<0.05). In all of the shot parameters, especially in total goals scored and total shots on target (r=0.903), a positive high association was found in total ball stealing (r=0.796), total pass (r=0.753), total forward pass (r=0.819) and total pass to the third zone (r=0.748), while a negative intermediate association was found in average pass length per match (34+M) (r=-0.449). When the results were examined, it can be said that the teams who qualified out of the game can use technical properties effectively. It can be stated that in order to be successful in elite tournaments in the world, analysis practices should be taken more into consideration as well as technical and tactical practices.


Performance analysis; Football; Goal


Araya, J. A., & Larkin, P. (2013). Key performance variables between the top 10 and bottom 10 teams in the English Premier League 2012/13 season. Human Movement, Health and Coach Education (HMHCE), 2, 17-29.

Bostancı, Ö., Ünver, Ş., Kabadayı, M., Şebin, K., & İmamoğlu, M. (2017). 2012-2013 spor toto süper lig takımlarının sezon sonu sıralamasına etki eden faktörlerin incelenmesi. Beden Eğitimi ve Spor Bilimleri Dergisi, 19 (2), 78-88.

Bradley, P., O'Donoghue, P., Wooster, B., & Tordoff, P. (2007). The reliability of ProZone MatchViewer: a video-based technical performance analysis system. International Journal of Performance Analysis in Sport, 7(3), 117-129. https://doi.org/10.1080/24748668.2007.11868415

Bradley, P. S., Lago-Pe-as, C., Rey, E., & Gomez Diaz, A. (2013). The effect of high and low percentage ball possession on physical and technical profiles in English FA Premier League soccer matches. Journal of Sports Sciences, 31(12), 1261-1270. https://doi.org/10.1080/02640414.2013.786185

Carling, C. (2010). Analysis of physical activity profiles when running with the ball in a professional soccer team. Journal of Sports Sciences, 28(3), 319-326. https://doi.org/10.1080/02640410903473851

Castellano, J., Casamichana, D., & Lago, C. (2012). The use of match statistics that discriminate between successful and unsuccessful soccer teams. Journal Of Human Kinetics, 31, 137-147. https://doi.org/10.2478/v10078-012-0015-7

Clemente, F. M. (2012). Study of successful teams on FIFA World Cup 2010 through notational analysis. Pamukkale Journal of Sport Sciences, 3(3), 90-103.

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

Di Salvo, V., Collins, A., McNeill, B., & Cardinale, M. (2006), Validation of ProZone: A new video-based performance analysis system, International Journal of Performance Analysis in Sport, 6(1), 108–119. https://doi.org/10.1080/24748668.2006.11868359

Erdil, G., Bozkurt, S., İşleğen, Ç., & Ölçücü, B. (2013). 2010 Futbol dünya kupasında ispanya takımının kollektif performansının maçların kazanılmasında etkisi. Spor ve Performans Araştırmaları Dergisi, 2013, 4(2), 5-11.

Hughes, M., & Franks, I. (2005). Analysis of passing sequences, shots and goals in soccer. Journal of sports sciences, 23(5), 509-514. https://doi.org/10.1080/02640410410001716779

Taylor, J. B., James, N., & Mellalieu, S. D. (2005, May). Notational analysis of corner kicks in English premier league soccer. In Science and football V: The proceedings of the fifth world congress on football (pp. 229-234).

Jones, P. D., James, N., & Mellalieu, S. D. (2004). Possession as a performance indicator in soccer. International Journal of Performance Analysis in Sport, 4(1), 98-102. https://doi.org/10.1080/24748668.2004.11868295

Lago, C., & Martín, R. (2007). Determinants of possession of the ball in soccer. Journal of Sports Sciences, 25(9), 969-974. https://doi.org/10.1080/02640410600944626

Loy, R. (1995). Systematische Spielbeobachtung im Fußball. Leistungssport, 25(3), 15-20.

Manna, I., Khanna, G., & Dhara, P. (2011). Effect of training on morphological, physiological and biochemical variables of U-19 soccer players. Baltic Journal of Health and Physical Activity, 3(4), 237.

Michailidis, Y., Michailidis, C., & Primpa, E. (2013). Analysis of goals scored in European Championship 2012. Journal of Human Sport Exercise, 2013: 8(2) 367-375. https://doi.org/10.4100/jhse.2012.82.05

Mitrotasios, M., & Armatas, V. (2014). Analysis of goal scoring patterns in the 2012 European Football Championship. United States Sports Academy.

Njororai, W. W. S. (2013). Analysis of goals scored in the 2010 world cup soccer tournament held in South Africa. Journal of Physical Education and Sport, 13(1), 6.

Parziale, E. J., & Yates, P. A. (2013). Keep the Ball! The value of ball possession in soccer. reinvention: International Journal of Undergraduate Research, 6(1), 1-24.

Ridgewell, A. (2011). Passing patterns before and after scoring in the 2010 FIFA World Cup. International Journal of Performance Analysis in Sport, 11(3), 562-574. https://doi.org/10.1080/24748668.2011.11868574

Sajadi, N., & Rahnama, N. (2007). Analysis of goals in 2006 FIFA World Cup. J Sports Sci Med, 6(Suppl 10), 3.

Scoulding, A., James, N., & Taylor, J. (2004). Passing in the Soccer World Cup 2002. International Journal of Performance Analysis in Sport, 4(2), 36-41. https://doi.org/10.1080/24748668.2004.11868302

Tenga, A., & Sigmundstad, E. (2011). Characteristics of goal-scoring possessions in open play: Comparing the top, in-between and bottom teams from professional soccer league. International Journal of Performance Analysis in Sport, 11(3), 545-552. https://doi.org/10.1080/24748668.2011.11868572

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

Wright, C., Atkins, S., Polman, R., Jones, B., & Sargeson, L. (2011). Factors associated with goals and goal scoring opportunities in professional soccer. International Journal of Performance Analysis in Sport, 11(3), 438-449. https://doi.org/10.1080/24748668.2011.11868563

Yiannis, M. (2014). Analysis of goals scored in the 2014 World Cup soccer tournament held in Brazil. International Journal of Sport Studies, 4(9), 1017-1026.

DOI: https://doi.org/10.14198/jhse.2018.132.07

License URL: http://creativecommons.org/licenses/by-nc-nd/3.0/