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Multivariate Analysis of the Offensive Phase in High-Performance Women’s Soccer: A Mixed Methods Study

Author

Listed:
  • Iyán Iván-Baragaño

    (Department of Physical and Sport Education, University of A Coruña, 15179 A Coruña, Spain)

  • Rubén Maneiro

    (Department of Science of Physical Activity and Sport, Pontifical University of Salamanca, 37002 Salamanca, Spain)

  • José L. Losada

    (Department of Social Psychology and Quantitative Psychology, University of Barcelona, 08035 Barcelona, Spain)

  • Antonio Ardá

    (Department of Physical and Sport Education, University of A Coruña, 15179 A Coruña, Spain)

Abstract

Currently, there are still few studies on the tactical and contextual criteria that determine offensive success in women’s soccer. The objectives of this study were to discover contextual and tactical criteria that show an association with success in elite women’s soccer and to establish a multivariate predictive model for the offensive phase. For this, 2323 ball possessions were analyzed in FIFA Women’s World Cup 2019 via direct observation. In addition, eight semi-structured interviews were conducted with women’s soccer coaches and players. For direct observation, a bivariate analysis between the analysed criteria and possession’s outcome was suggested. Additionally, a multivariate predictive analysis was proposed via a decision tree method. To analyze the interviews, a sequential analysis of delays and polar coordinates analysis were carried out. It was established a multi-variant model of offensive success based on possession zone (middle offensive), initial offensive intention (progress) and start zone (preoffensive or offensive) criteria. The probability of offensive success was 75.2% interactively between those criteria. In addition, the analysis of the interviews allowed us to conclude that criteria related to technical–tactical performance, decision-making and physical capacities of the players will be decisive in increasing the probabilities of success.

Suggested Citation

  • Iyán Iván-Baragaño & Rubén Maneiro & José L. Losada & Antonio Ardá, 2021. "Multivariate Analysis of the Offensive Phase in High-Performance Women’s Soccer: A Mixed Methods Study," Sustainability, MDPI, vol. 13(11), pages 1-16, June.
    • Handle: RePEc:gam:jsusta:v:13:y:2021:i:11:p:6379-:d:568604
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    References listed on IDEAS

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    1. Alliance Kubayi & Paul Larkin, 2020. "Technical performance of soccer teams according to match outcome at the 2019 FIFA Women’s World Cup," International Journal of Performance Analysis in Sport, Taylor & Francis Journals, vol. 20(5), pages 908-916, September.
    2. Pedro Santos & Carlos Lago-Peñas & Oscar García-García, 2017. "The influence of situational variables on defensive positioning in professional soccer," International Journal of Performance Analysis in Sport, Taylor & Francis Journals, vol. 17(3), pages 212-219, May.
    3. P. D. Jones & N. James & S. D. Mellalieu, 2004. "Possession as a performance indicator in soccer," International Journal of Performance Analysis in Sport, Taylor & Francis Journals, vol. 4(1), pages 98-102, August.
    4. Rubén Maneiro & Claudio A Casal & Antonio Ardá & José Luís Losada, 2019. "Application of multivariant decision tree technique in high performance football: The female and male corner kick," PLOS ONE, Public Library of Science, vol. 14(3), pages 1-16, March.
    5. Nic James & Stephen D. Mellalieu & Chris Hollely, 2002. "Analysis of strategies in soccer as a function of European and domestic competition," International Journal of Performance Analysis in Sport, Taylor & Francis Journals, vol. 2(1), pages 85-103, August.
    6. Laura M S de Jong & Paul B Gastin & Maia Angelova & Lyndell Bruce & Dan B Dwyer, 2020. "Technical determinants of success in professional women’s soccer: A wider range of variables reveals new insights," PLOS ONE, Public Library of Science, vol. 15(10), pages 1-12, October.
    7. Sarmento, Hugo & Clemente, Filipe Manuel & Gonçalves, Eder & Harper, Liam D & Dias, Diogo & Figueiredo, António, 2020. "Analysis of the offensive process of AS Monaco professional soccer team: A mixed-method approach," Chaos, Solitons & Fractals, Elsevier, vol. 133(C).
    8. José Losada & Rumen Manolov, 2015. "The process of basic training, applied training, maintaining the performance of an observer," Quality & Quantity: International Journal of Methodology, Springer, vol. 49(1), pages 339-347, January.
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