Análisis multivariante mediante árbol de decisión de los tiros libres indirectos en la Superliga China 2020

  1. Niu, Z.
  2. Iván Baragaño, Yyan
  3. Antonio Ardá
Zeitschrift:
Retos: nuevas tendencias en educación física, deporte y recreación

ISSN: 1579-1726,  1988-2041

Datum der Publikation: 2023

Nummer: 48

Seiten: 358-365

Art: Artikel

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Andere Publikationen in: Retos: nuevas tendencias en educación física, deporte y recreación

Zusammenfassung

Research on indirect free kicks is rare in the field of football analysis in China, and although football tactical analysis in this country has improved in recent years, there is still a gap in the study of set pieces. For this reason, the aims of this study were: i) to analyze and describe indirect free kicks in the 2020 Chinese Super League and, ii) to know which are the indicators that modify the result of indirect free kicks, as well as to discover the interaction of indicators that contribute to a greater probability of success in this type of actions. Using the Observational Methodology, 702 indirect free kicks corresponding to 160 matches of the 2020 Chinese Super League were analyzed. At a bivariate level, the differences based on the result were analyzed using a chi-square statistic (p<.05) and, at a multivariate level, a decision tree technique was applied. The criteria that demonstrated a statistically significant influence on the result of these actions were: Zone of indirect free kick (p<.001), Interaction Context in the finishing zone (p<.05), Number of attackers involved (p<.001) and Form of finishing (p<.001). At the multivariate level, the criteria that significantly modified the probability of success in indirect free kicks were the number of players involved, zone of indirect free kick and delivery zone. These results can be useful when proposing strategies in the execution of indirect free kicks.

Bibliographische Referenzen

  • Acar, F., Yapicioglu, B., Arikan, N., Yalcin, S., Ates, N. & Ergun, M. (2009). Analysis of goals scored in the 2006 world cup. En T. Reilly and Feza Korkusuz (Eds.). The Procedings of the Sixth World Congress on Science and Football, Science and football VI (pp. 233-242). London: Routledge
  • Anguera, M. T., Blanco-Villaseñor, A., Losada, J. L., & Hernández Mendo, A. (2000). La metodología observacional en el deporte: conceptos básicos. Lecturas: Educación Física y Deportes. Revista Digital, 24.
  • Anguera, M. T., Magnusson, M. S. & Jonsson, G.K. (2007). Instrumentos no estándar. Avances en Medición, 5(1), 63-82.
  • Anguera, M.T., Blanco-Villaseñor, A., Hernández-Mendo, A., & Losada, J.L. (2011). Diseños observaciones: ajuste y aplicación en psicología del deporte. Cuadernos de Psicología del Deporte, 11(2), 63-76.
  • Ardá, A., Rial, A., Losada, L., Casal, A. & Maneiro, R. (2014). Análisis de la eficacia de los saques de esquina en la copa del mundo de fútbol 2010. Un intento de identificación de variables explicativas. Revista de Psicologia del Deporte, 23(1), 165-172.
  • Carling, C., Williams, A. M. & Reilly, T. (2005). The handbook of soccer match analysis. Abingdon, UK: Routledge.
  • Casal, C., Maneiro, R., Ardá, T., Losada, L. & Rial, A. (2014). Effectiveness of Indirect Free Kicks in Elite Soccer. International Journal of Performance Analysis in Sport, 14(3), 744-760. https://doi.org/10.1080/24748668.2014.11868755
  • Casal, C., Losada, J., Maneiro, R., & Ardá, T. (2017). Influencia táctica del resultado parcial en los saques de esquina en fútbol [Influence of Match Status on Corner Kick in Elite Soccer]. Revista Internacional De Medicina Y Ciencias De La Actividad Física Y Del Deporte, (68). https://doi.org/10.15366/rimcafd2017.68.009
  • Cohen, J. (1960). A coefficient of agreement for nominal scales. Educational and Psychological Measurement, 20, 37-46.
  • Lago, C., Gómez, M. & Gai, Y. (2017). Styles of play in professional soccer: an approach of the Chinese Soccer Super League. International Journal of Performance Analysis in Sport, 17(6), 1073-1084. https://doi.org/10.1080/24748668.2018.1431857
  • Landis, R. & Koch, G. (1977). The measurement of Observer Agreement for Categorical Data. Source Biometrics, 33(1), 159-174.
  • López, S., Maneiro, R., Ardá, A., Rial, A., Losada, L. & Casal, A. (2016). Indirect Free Kicks in Football High Performance. Identification of Explanatory Variables. Revista Internacional de Medicina y Ciencias de la Actividad Física y el Deporte, 18 (70), 247-268.
  • Fan, H., Ping, W. & Huan, X. (2005) Beijing Ambitions: An Analysis of the Chinese Elite Sports System and its Olympic Strategy for the 2008 Olympic Games. The International Journal of the History of Sport, 22(4), 510-529. https://doi.org/10.1080/09523360500126336
  • Fan, H. & Lu, Z., (2013). The professionalisation and commercialisation of football in China (1993-2013). International Journal of the History of Sport, 30(14), 1637–1654. https://doi.org/10.1080/09523367.2013.828710
  • FIFA. (2021). China PR Man’s Ranking. https://www.fifa.com/fifa-world-ranking/CHN
  • Gai, Y., Leicht, A., Lago, C. & Gómez, M. (2018). Key team physical and technical performance indicators indicative of team quality in the soccer Chinese super league. Research in Sports Medicine, 26(2), 158-167. https://doi.org/10.1080/15438627.2018.1431539
  • Gong, B., Cui, Y., Zhang, S., Zhou C., Yi, Q. & Gómez, M. (2021). Impact of technical and physical key performance indicators on ball possession in the Chinese Super League. International Journal of Performance Analysis in Sport, 21(6), 909-921. https://doi.org/10.1080/24748668.2021.1957296
  • Iván-Baragaño, I., Maneiro, R., Losada, J.L., & Ardá, A. (2021). Multivariate Analysis of the Offensive Phase in High Performance Women´s Soccer: A Mixed Methods Study. Sustainability, 13(6379). https://doi.org/10.3390/su13116379
  • Iván-Baragaño, I., Maneiro, R., Losada, J.L., & Ardá, A. (2022). Ball possessison in women´s football: the game of the best teams. Retos, Nuevas Tendencias en Educación Física, Deportes y Recreación, 44, 1155-1161. https://doi.org/10.47197/retos.v44i0.92584
  • Landis, R., & Koch, G. (1977). The measurement of Observer Agreement for Categorical Data. Source Biometrics, 33(1), 159-174.
  • Ling, L., Zhang, X. & Qiang, X. (2019). Professional Reform and the Introduction of Foreign Coaches in Chinese Football since 1992: Progress or Stagnation? The International Journal of the History of Sport, 36(9-10), 892-909. https://doi.org/10.1080/09523367.2019.1651718
  • Losada, L. & Manolov, R. (2015). The process of basic training applied training, maintaining the performance of an observer. Quality and Quantity, 49(1), 339-347.
  • López, S., Maneiro, R., Ardá, A., Rial, A., Losada, L. & Casal, A. (2016). Indirect Free Kicks in Football High Performance. Identification of Explanatory Variables. Revista Internacional de Medicina y Ciencias de la Actividad Física y el Deporte, 18 (70), 247-268.
  • Maneiro, R. (2014). Análisis de las acciones a balón parado en el fútbol de alto rendimiento: saques de esquina y tiros libres indirectos: un intento de identificación de variables explicativas [Tesis Doctoral, Universidad de Coruña]. https://ruc.udc.es/dspace/handle/2183/12426
  • Maneiro, R., Losada, L., Casal, A. & Ardá, A. (2017). Análisis multivariante en las faltas indirectas de la FIFA World Cup 2014. Annals of Psychology, 33(3), 461-470. https://doi.org/10.6018/analesps.33.3.271031
  • Maneiro, R., Casal, C.A., Ardá, A., & Losada, J.L. (2019). Application of multivariant decision tree technique in high performance football: the female and male corner kick. PLOS ONE, 14(3): e0212549. https://doi.org/10.1371/journal.pone.0212549
  • Prieto, L. I., Bermúdez, F. D., Paramés, G. A. & Gutiérrez, S. A. (2021). Analysis of the corner kick in football in the main European leagues during the 2017-2018 season. International Journal of Performance Analysis in Sport, 21(4), 611-629. https://doi.org/10.1080/24748668.2021.1932146
  • Sánchez-López, R., Echeazarra, I., & Castellano, J. (2023). Comparing semi-professional and amateur game contexts in a Gk+4 vs. 4+Gk via Football Competence. (Procedural Tactical Knowledge). Retos, Nuevas Tendencias en Educación Física, Deportes y Recreación, 47, 1155-1161. https://doi.org/10.47197/retos.v47.94576
  • Soto, A., Camerino, O., Iglesias, X., Anguera, T., & Castañer, M. (2019). LINCE PLUS: Research Software for Behaviour Video Analysis. Apunts. Educación Física y Deportes, 137, 149-153. https://doi.org/10.5672/apunts.2014-0983.es(2019/3).137.11
  • Silva, D. (2011). Praxis de las acciones a balón parado en fútbol. Revisión conceptual bajo la teoría de la praxiología motriz. [Tesis Doctoral Universitat Rovira I Virgili].
  • Tan, T. & Bairner, A. (2010). Globalization and Chinese Sport Policy: The Case of Elite Football in the People’ s Republic of China. The China Quarterly, 203, 581-600. https://doi.org/10.1017/S0305741010000603
  • VanMeerbeek, R., VaanGool, D., & Bollens, J. (1988). Analysis of the refereeing decisions during the world soccer championship in 1986 Mexico. In T. Reilly, A. Lees y W.J. Murphy (Eds.), Science and Football (pp.377-382). London: E. & F. N. Spon.
  • Yiannakos, A. & Armatas, V. (2006). Evaluation of the goal socring patterns in European Championship in Portugal 2004. International Journal of Performance Analysis in Sport, 6(1), 178-188. https://doi.org/10.1080/24748668.2006.11868366
  • Zhou, C., Zhang, S., Lorenzo 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
  • Zhou, C., Lorenzo A., Gómez, M., & Palao, J. (2020). Players’ match demands according to age and playing position in professional male soccer players. International Journal of Performance Analysis in Sport, 20(3), 389-405. https://doi.org/10.1080/24748668.2020.1753979
  • Zhou, C., Alberto, C., Sam, R. & Gómez, M. (2021). Long-term influence of technical, physical performance indicators and situational variables on match outcome in male professional Chinese soccer. Journal of Sports Sciences, 39(6), 598-608. https://doi.org/10.1080/02640414.2020.1836793
Fuente de los datos: Dialnet