What makes the difference? Analysis of the 2014 World Cup
FIFA World Cup tournements have historically been comprehensively analysed by numerous authors. The present study perpetuates the dissection of the biggest football event in analyzing some of indicators related to success during the 2014 World Cup in Brazil. We sought to identify indicators which best discriminate between winning and losing teams and between qualified and non-qualified teams for the second round. We found that winning teams scored more goals (ES 0.57), had more attempts (ES 0.3), a lower rate of attempt per goal (ES 0.59), a lower rate of attempt on target per goal (ES 0.53), a higher rate of attempts on target per attempt (ES 0.34) and a lower number of yellow cards per game (ES 0.24). Qualified teams differentiated by scoring more goals (ES 0.50), a lower rate of attempts per goal (ES 0.50), a lower rate of attempts on target per goal (ES 0.48) and a higher rate of attempts on target per attempt (ES 0.29). These were the only indicators related to success among a list of 55. Possession, pass efficiency, defensive metrics or patterns of play were not a mark of success. None of the athletic indicators observed had an impact on winning or qualifying during the 2014 World Cup. This study revealed that shooting efficiency was the factor that made the difference during the 2014 FIFA World Cup.
Acar, M.F., Yapicioglu, B., Arikan, N., Yalcin, N., Ates, N., Ergun, M. (2009): Analysis of goals scored in the 2006 World Cup. In Science and Football VI. Eds: Reilly T. and A. F. Korkusuz AF. London: Routledge, 235 – 242.
Araya, J.A.; Larkin, P (2014): 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, 2(1), 17 - 29.
Armatas, V., Yiannakos, A., & Sileloglou, P. (2007): Relationship between time and goal scoring in soccer games: Analysis of three World Cups. International Journal of Performance Analysis in Sport, 7(2), 48 – 58. https://doi.org/10.1080/24748668.2007.11868396
Armatas, V., Yiannakos, A.,Papadopoulou, S., Dimitrios Skoufas, D. (2009): Evaluation of goals scored in top ranking soccer matches: Greek Superleague 2006-07. Serb J Sports Sci., 3(1), 39-43.
Balyan, M., Vural, F., Catikkas, F., Yucel, T., Afacan, S., Atik, E. (2007): Technical analysis of 2006 World Cup soccer champion Italy. J. Sports Sci. Med., suppl. 10, 4 ‐ 5.
Barnes, C., Archer, D.T., Hogg, B., Bush, M., Bradley, P.S. (2014): The evolution of Physical and Technical Performance Parameters in the English Premier League. Int. J. Sports Med., 35, 1 – 6. https://doi.org/10.1055/s-0034-1375695
Barreira, D., Garganta, Machado, J.I., Anguera, M.T. (2014): Effects of ball recovery on top-level soccer attacking patterns of play. Rev. Bras. Cineantropom Desempenho Hum., 16(1), 36 – 46.
Bradley, P.S., Lago-Penas, 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. J. Sports Sci., 31(12), 1261 -1270. https://doi.org/10.1080/02640414.2013.786185
Castellano, J., Casamichana, D., Lago-Penas, C. (2012): The Use of Match Statistics that Discriminate Between Successful and Unsuccessful Soccer Teams. Journal of Human Kinetics, 31, 139 ‐ 147. https://doi.org/10.2478/v10078-012-0015-7
Clemente, F.M., Couceiro, M.S., Martins, F.M.L., Ivanova, M.O., Mendes, R. (2013): Activity Profiles of Soccer Players During the 2010 World Cup. Journal of Human Kinetics, 38, 201-211. https://doi.org/10.2478/hukin-2013-0060
Cohen, J. (1988): Statistical Power Analysis for the Behavioral Sciences. Hillsdale, NJ: Erlbaum Associates, 1988. pp. 567.
Collet, C. (2013): The possession game? A comparative analysis of ball retention and team success in European and international football, 2007–2010. J. Sports Sci., 31(2), 123 - 136. https://doi.org/10.1080/02640414.2012.727455
Delgado-Bordonau, J., Domenech-Monforte, C., Guzmán, J., & Mendez-Villanueva, A. (2013). Offensive and defensive team performance: relation to successful and unsuccessful participation in the 2010 Soccer World Cup. Journal of Human Sport and Exercise, 8(4), 894-904. https://doi.org/10.4100/jhse.2013.84.02
Di Salvo, V., Gregson, W., Atkinson, G., Tordoff, P., Drust, B. (2009): Analysis of high intensity activity in Premier League soccer. Int J Sports Med., 30(3), 205 - 212. https://doi.org/10.1055/s-0028-1105950
Dufour W. (1993): Computer‐assisted scouting in soccer. In: Science and Football II. Eds: Reilly T, Clarys J. and Stibbe A. London: E. and F.N. Spon, 160‐166.
Dufour, M. (2014): L'Enigme Athlétique. Eds Volodalen.
Dufour, M., Phillips, J. (2016): Do athletic metrics correlate with technical metrics in football? A four seasons Bundesliga analysis. Football Science, vol 13.
Grant, A.G., Williams, A.M., Reilly, T. (1999): Analysis of the goals scored in the 1998 World Cup. J Sport Sci., 17, 826 ‐ 827.
Gréhaigne, J.F. (1998): Time distribution of goals in soccer: Some championships and the 1998 World Cup. In: Notational analysis of sport IV. Eds: Hughes M. and Tavares, F. Porto: Portugal. 41 ‐ 52.
Hughes, M., Robertson, K., Nicholson, A. (1988): Comparison of patterns of play of successful and unsuccessful teams in the 1986 World Cup for soccer. In: Science and Football I. Eds: Reilly T, Lees A, Davis K. and Murphy WJ. London: E. and F.N. Spon, 363 ‐ 367.
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
Jinshan, X., Xiakone, C., Yakamaka, K., Matsumoto, M. (1993): Analysis of the goals in the 12th World Cup. In: Science and Football II. Eds: Reilly T, Clarys J. and Stibbe A. London: E. and F.N. Spon, 203 - 205.
Lago-Ballesteros, J., Lago-Peñas, C. (2010): Performance in Team Sports: Identifying the Keys to Success in Soccer. Journal of Human Kinetics, 25, 85 – 91. https://doi.org/10.2478/v10078-010-0035-0
Lago-Peñas, C., Martin, R. (2007): Determinants of possession of the ball in soccer. Journal of Sports Sciences,25(9), 969 – 974. https://doi.org/10.1080/02640410600944626
Lago-Peñas, C., Martin, R. (2007): Determinants of possession of the ball in soccer. Journal of Sports Sciences, 25(9), 969 – 974. https://doi.org/10.1080/02640410600944626
Lago-Peñas, C., Lago-Ballesteros, J., Dellal, A., Gómez, M. (2010)a: Game-related statistics that discriminated winning, drawing and losing teams from the Spanish soccer league. Journal of Sports Science and Medicine, 9, 288 - 293.
Lago-Peñas, C., Dellal, A. (2010)b: Ball Possession Strategies in Elite Soccer Accordingto the Evolution of the Match‐Score: the Influence of Situational Variables. Journal of Human Kinetics, 25, 93‐100.
Lawlor, J., Low, D., Taylor, S., Williams, A.M. (2003): The FIFA World Cup 2002: an analysis of successful versus unsuccessful teams. J. Sport Sci., 22, 500 ‐ 520.
Low, D., Taylor, S., Williams, M. (2002): A Quantitative Analysis of Successful and Unsuccessful Teams. Insight, 4(5), 86 – 88.
Olsem, E. (1988): An analysis of goal scoring strategies in the World Championship in Mexico, 1986. In: Science and Football I. Eds: Reilly T, Lees A, Davis K. and Murphy WJ. London: E. and F.N. Spon, 1988, 373 ‐ 376.
Paixao, P., Sampaio, J., Duarte, R. (2012): The Differential Effect of the Evolving Game Status in the Passing Sequences of Top-Level European Football Teams. Conference: International Congress on Sports Science Research and Technology Support. Vilamoura, Algarve, Portugal, pp. 20 – 21.
Panaretos, V. (2012): A statistical analysis of the European Soccer Champions League, Joint Statistical Meetings – Section on Statistics in Sports, 2600-2602
Papahristodoulou, C. (2007): The relative efficiency of UEFA Champion's League scorers. MPRA Paper, 4943.
Papahristodoulou, C. (2008): An analysis of UEFA Champions League match statistics. Int. J. Applied Sports Sci., 20(1), 67 - 93.
Partridge, D., Mosher, R.E., Franks, I.M. (1993): A computer assisted analysis of technical performance‐ a comparison of the 1990 World Cup and intercollegiate soccer. In: Science and Football II. Eds: Reilly T, Clarys J. and Stibbe A. London: E. and F.N. Spon, 221 ‐ 231.
Pollard, R., Reep, C. (1997). Measuring the effectiveness of playing strategies at soccer. Journal of the Royal Statistical Society: Series D (The Statistician), 46, 541 – 550. https://doi.org/10.1111/1467-9884.00108
Rampinini, E., Impellizzeri, F.M., Castagna, C., Coutts, A.J., Wisløff, U. (2009): Technical performance during soccer matches of the Italian Serie A league: Effect of fatigue and competitive level. J. Sci. Med. Sport, 12(1), 227 – 233. https://doi.org/10.1016/j.jsams.2007.10.002
Reep, C., & Benjamin, B. (1968). Skill and chance in association football. Journal of the Royal Statistical Society, A, 131, 581 – 585. https://doi.org/10.2307/2343726
Rowlinson, M., O’Donoghue, P. (2009): Performance profiles of soccer players in the 2006 UEFA Champions League and the 2006 FIFA World Cup tournaments. In: Science and Football VI. Eds: Reilly T. and Korkusuz AF. London: Routledge, 229 ‐ 234.
Saito, K.; Yoshimura, M.; Ogiwara, T. (2013) Pass appearance time and pass attempts by teams qualifying for the second stage of FIFA World Cup 2010 in South Africa. Football Science, 10, 65 – 69.
Sajadi, N., Rahnama, N. (2007): Analysis of goals in 2006 FIFA World Cup. J. Sports Sci. Med., suppl. 10, 3.
Scoulding, A., James, N., Taylor, J.B. (2004): Passing in the soccer World Cup 2002. Int. J. Perform. Anal. Sport, 4, 36 ‐ 41. https://doi.org/10.1080/24748668.2004.11868302
Shafizadeh, M., Taylor, M., Lago Peñas, C. (2013): Performance Consistency of International Soccer Teams in Euro 2012: a Time Series Analysis. Journal of Human Kinetics, 38, 213 – 225. https://doi.org/10.2478/hukin-2013-0061
Stanhope, J. (2001): An investigation into possession with respect to time, in the soccer world cup 1994. In: Notational Analysis of Sport III. Ed: Hughes MD. Cardiff, UK: UWIC. 155 ‐ 162.
Szwarc A. (2004): Effectiveness of Brazilian and German teams and the teams defeated by them during the 17th FIFA WORLD CUP. Kinesiology, 36, 83 ‐ 89.
Werlayne, S., Soares, L. (2013): Analysis of goals in soccer World Cups and the determination of the critical phase of the game. Physical Education and Sport Vol. 11(3), 247 – 253.
Xu, J., Shen, J., Zhou, X. (2007): Offensive and defensive characteristics of 18th FIFA World Cup. J. Sports Sci. Med., Suppl. 10: 203.
Yamanaka, K., Hughes, M., & Lott, M. (1993). An analysis of playing patterns in the 1990 World Cup for association football. In Science and Football (edited by T. Reilly, A. Lees, K. Davids and W. Murphy), pp. 206 – 214. London: E & FN Spon.