Positioning and displacement patterns of young players during 5v5, 7v7, 9v9, and 11v11 soccer matches
DOI:
https://doi.org/10.14198/jhse.2020.154.17Keywords:
Movement variability, Spatial distribution maps, Performance analysis, Tactical demands, Team sportAbstract
This study aimed to analyse the effect of game format and age-group on positioning and displacement of soccer players (age ranging from 6.94 ± 0.7 to 13.46 ± 0.5 years; height ranging from 125.36 ± 6.04 to 159.16 ± 7.78 cm; weight ranging from 27.16 ± 5.75 to 49.89 ± 8.89 kg). Linear and non-linear analyses were used to capture the spatial distribution variability and relative positioning of the players during soccer matches. Variables were assessed using global positioning system technology. Results suggest significant effect of the game formats in spatial distribution variability (η2 = .142, p < .001) and relative positioning (η2 = .926; p < .001) of the players. The variability decreased and mean covered area increased as game format increased. There also was a significant effect of the age-group in spatial distribution variability (η2 = .120, p < .001) and relative positioning (η2 = .405; p < .001). The U10 age-group presented significantly higher values than other age-groups (p < .001). These findings can provide an opportunity for coaches and governmental bodies to maximise the efficiency of the soccer matches conditions.
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References
Aguiar, M., Gonçalves, B., Botelho, G., Lemmink, K., & Sampaio, J. (2015). Footballers' movement behaviour during 2-, 3-, 4- and 5-a-side small-sided games. Journal of Sports Sciences, 33(12), 1259-1266. https://doi.org/10.1080/02640414.2015.1022571
Ajamil, D., Idiakez, J., & Echevarría, B. (2006). El futbol 9 com alternativa al futbol 11, a partir de l’estudi de la utilització de l’espai de joc. Apunts. Educació física i esports, 4(86), 34-44. https://www.raco.cat/index.php/ApuntsEFE/article/view/300582
Ajamil, D. L., Idiakez, J. A., Urray, J. U., & Echevarría, B. G. (2009). Análisis comparativo de la acción ofensiva en F-7 y F-8, en la categoría alevín. Retos: nuevas tendencias en educación física, deporte y recreación (16), 97-103.
Bangsbo, J. (1994). The physiology of soccer-with special reference to intense intermittent exercise. Acta Physiologica Scandinavica. Supplementum, 619, 1-155.
Bartlett, R., Button, C., Robins, M., Dutt-Mazumder, A., & Kennedy, G. (2012). Analysing team coordination patterns from player movement trajectories in soccer: Methodological considerations. International Journal of Performance Analysis in Sport, 12(2), 398-424. https://doi.org/10.1080/24748668.2012.11868607
Bathke, A. C., Schabenberger, O., Tobias, R. D., & Madden, L. V. (2009). Greenhouse-Geisser Adjustment and the ANOVA-Type Statistic: Cousins or Twins? American Statistician, 63(3), 239-246. https://doi.org/10.1198/tast.2009.08187
Bradley, P., Carling, C., Archer, D., Roberts, J., Dodds, A., Di Mascio, M., . . . Krustrup, P. (2011). The effect of playing formation on high-intensity running and technical profiles in English FA Premier League soccer matches. Journal of Sports Sciences, 29(8), 821-830. https://doi.org/10.1080/02640414.2011.561868
Brito, Â., Duarte, R., Diniz, A., Maia, J., & Garganta, J. (2017). The game variants in Europe. Trends and perspectives during youth competitive stages. Motriz: Revista de Educação Física, 23 (3). https://doi.org/10.1590/s1980-6574201700030023
Brito, Â., Roriz, P., Duarte, R., & Garganta, J. (2018). Match-running performance of young soccer players in different game formats. International Journal of Performance Analysis in Sport, 18(3), 410-422. https://doi.org/10.1080/24748668.2018.1479924
Capranica, L., Tessitore, A., Guidetti, L., & Figura, F. (2001). Heart rate and match analysis in pre-pubescent soccer players. Journal of Sports Sciences, 19(6), 379-384. https://doi.org/10.1080/026404101300149339
Casamichana, D., & Castellano, J. (2010). Time–motion, heart rate, perceptual and motor behaviour demands in small-sides soccer games: Effects of pitch size. Journal of Sports Sciences, 28(14), 1615-1623. https://doi.org/10.1080/02640414.2010.521168
Castellano, J., Puente, A., Echeazarra, I., Usabiaga, O., & Casamichana, D. (2016). Number of players and relative pitch area per player: Comparing their influence on heart rate and physical demands in Under-12 and Under-13 football players. PLoS ONE, 11(1), e0127505. https://doi.org/10.1371/journal.pone.0127505
Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd ed.). Hillsdale, NJ: Lawrence Erlbaum Associates.
Couceiro, M. S., Clemente, F. M., Martins, F. M. L., & Machado, J. A. (2014). Dynamical stability and predictability of football players: The study of one match. Entropy, 16(2), 645-674. https://doi.org/10.3390/e16020645
Coutts, A. J., & Duffield, R. (2010). Validity and reliability of GPS devices for measuring movement demands of team sports. Journal of Science and Medicine in Sport, 13(1), 133-135. https://doi.org/10.1016/j.jsams.2008.09.015
Cummins, C., Orr, R., O’Connor, H., & West, C. (2013). Global positioning systems (GPS) and microtechnology sensors in team sports: A systematic review. Sports Medicine, 43(10), 1025-1042. https://doi.org/10.1007/s40279-013-0069-2
Davids, K., Glazier, P., Araújo, D., & Bartlett, R. (2003). Movement systems as dynamical systems: The functional role of variability and its implications for sports medicine. Sports Medicine (Auckland, N.Z.), 33(4), 245-260. https://doi.org/10.2165/00007256-200333040-00001
Duarte, R., Araújo, D., Correia, V., & Davids, K. (2012). Sports teams as superorganisms: Implications of sociobiological models of behaviour for research and practice in team sports performance analysis. Sports Medicine (Auckland, N.Z.), 42(8), 633-642. https://doi.org/10.2165/11632450-000000000-00000
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
Gagné, F. (2000). Understanding the complex choreography of talent development through DMGT-based analysis (F. J. M. K. A. Heller, R. J. Sternberg, & R. Subotnik (Eds). Oxford, Pergamon Press: International handbook for research on giftedness and talent. https://doi.org/10.1016/b978-008043796-5/50005-x
Garganta, J. (2008). Modelação táctica em jogos desportivos: A desejável cumplicidade entre a pesquisa, treino e competição. In: Tavares F, Graça A, Garganta J, et al., eds. Olhares e Contextos da Performance nos Jogos Desportivos. Porto: Faculdade de Desporto da Universidade do Porto.
Gray, A. J., Jenkins, D., Andrews, M. H., Taaffe, D. R., & Glover, M. L. (2010). Validity and reliability of GPS for measuring distance travelled in field-based team sports. Journal of Sports Sciences, 28(12), 1319-1325. https://doi.org/10.1080/02640414.2010.504783
Gréhaigne, J., Godbout, P., & Zerai, Z. (2011). How the "rapport de forces" evolves in a soccer match: The dynamics of collective decisions in a complex system. Revista de Psicología del Deporte, 20(2), 747-765.
Idiakez, J., Ajamil, D., Echevarría, B., & Marín, A. (2004). La alternativa del Fútbol 9 para el primer año de la categoría infantil (U. d. l. Rioja. Ed.). Logroño: Universidad de la Rioja.
Lapresa, D., Arana, J., Anguera, M. T., & Garzón, B. (2013). Comparative analysis of sequentiality using SDIS-GSEQ and THEME: A concrete example in soccer. Journal of Sports Sciences, 31(15), 1687-1695. https://doi.org/10.1080/02640414.2013.796061
Lapresa, D., Arana, J., Garzón, E., Egüén, R., & Amatria, M. (2010). Adaptando la competición en la iniciación al fútbol: Estudio comparativo de las modalidades de fútbol 3 y fútbol 5 en categoría prebenjamín. Apunts, 101, 43-56.
Memmert, D., Lemmink, K., & Sampaio, J. (2017). Current approaches to tactical performance analyses in soccer using position data. Sports Medicine, 47(1), 1-10. https://doi.org/10.1007/s40279-016-0562-5
Nicolella, D. P., Torres-Ronda, L., Saylor, K. J., & Schelling, X. (2018). Validity and reliability of an accelerometer-based player tracking device. PLoS ONE, 13(2), e0191823. https://doi.org/10.1371/journal.pone.0191823
Ric, A., Torrents, C., Gonçalves, B., Torres-Ronda, L., Sampaio, J., & Hristovski, R. (2017). Dynamics of tactical behaviour in association football when manipulating players' space of interaction. PLoS ONE, 12(7), 1-16. https://doi.org/10.1371/journal.pone.0180773
Sampaio, J., & Maçãs, V. (2012). Measuring tactical behaviour in football. International Journal of Sports Medicine, 33(5), 395-401. https://doi.org/10.1055/s-0031-1301320
Shannon, C. E. (1948). A mathematical theory of communication. The Bell System Technical Journal, 27, 623.
Siegle, M., Cordes, O., Ertmer, J., Augste, C., Kirchlechner, B., von Hoyningen-Huene, N., . . . Lames, M. (2008). Positionsdynamische modellierung zur situations-und spieleridentifikation im fußball. Sportspielkulturen Erfolgreich Gestalten-von der Trainerbank bis in die Schulklasse, 199-202.
Silva, P., Aguiar, P., Duarte, R., Davids, K., Araújo, D., & Garganta, J. (2014). Effects of pitch size and skill level on tactical behaviours of Association Football players during small-sided and conditioned games. International Journal of Sports Science & Coaching, 9(5), 993-1006. https://doi.org/10.1260/1747-9541.9.5.993
Silva, P., Chung, D., Carvalho, T., Cardoso, T., Davids, K., Araújo, D., & Garganta, J. (2016). Practice effects on intra-team synergies in football teams. Human Movement Science, 46, 39-51. https://doi.org/10.1016/j.humov.2015.11.017
Silva, P., Esteves, P., Correia, V., Davids, K., Araújo, D., & Garganta, J. (2015). Effects of manipulations of player numbers vs. field dimensions on inter-individual coordination during small-sided games in youth football. International Journal of Performance Analysis in Sport, 15(2), 641-659. https://doi.org/10.1080/24748668.2015.11868821
Silva, P., Travassos, B., Vilar, L., Aguiar, P., Davids, K., Araújo, D., & Garganta, J. (2014). Numerical relations and skill level constrain co-adaptive behaviors of agents in sports teams. PLoS ONE, 9(9), e107112. https://doi.org/10.1371/journal.pone.0107112
Sinnott, R. W. (1984). Sky and telescope. Virtues of the Haversine, 68(2), 159.
Stiles, V. H., James, I. T., Dixon, S. J., & Guisasola, I. N. (2009). Natural turf surfaces: The case for continued research. Sports Medicine, 39(1), 65-84. https://doi.org/10.2165/00007256-200939010-00005
Tessitore, A., Perroni, F., Meeusen, R., Cortis, C., Lupo, C., & Capranica, L. (2012). Heart rate responses and technical-tactical aspects of official 5-a-side youth soccer matches played on clay and artificial turf. Journal of Strength and Conditioning Research, 26(1), 106-112. https://doi.org/10.1519/jsc.0b013e31821854f2
Vaeyens, R., Lenoir, M., Williams, A. M., & Philippaerts, R. M. (2008). Talent identification and development programmes in sport : Current models and future directions. Sports Medicine (Auckland, N.Z.), 38(9), 703-714. https://doi.org/10.2165/00007256-200838090-00001
Yue, Z., Broich, H., Seifriz, F., & Mester, J. (2008). Mathematical analysis of a soccer game. Part I: Individual and collective behaviors. Studies in Applied Mathematics, 121(3), 223-243. https://doi.org/10.1111/j.1467-9590.2008.00413.x
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