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Two steps for scoring a point: Creating and converting opportunities in invasion team sports

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  • Leonardo Lamas
  • José Vitor Senatore
  • Gilbert Fellingham

Abstract

In invasion team sports, scoring efficiency depends on the ability to create scoring opportunities and to convert them into goals or points. Scoring performance varies across sports and comparisons among them are little. In this paper we compare creation and conversion of scoring opportunities in different team sports and genders. Box-score data from six sports [basketball, handball, water polo, field hockey, football, ice hockey] (328 teams, 5723 games, both genders) were standardized by “per ball possession”. We applied Bayesian methods to compute the posterior distributions of shots per possession (SHTpPOS), points per shot (PTSpSHT) and points per possession (PTSpPOS). We evaluated differences for these three variables among sports, between genders and the correlation between every pair of them. Inter-sports evaluation evidenced basketball, handball, ice hockey and water polo are sports with a high probability of creating shots (SHTpPOS—p(robability) > 0.65). Complementary, ice hockey, field hockey and football are sports with a low probability of converting shots (PTSpSHT—0.05

Suggested Citation

  • Leonardo Lamas & José Vitor Senatore & Gilbert Fellingham, 2020. "Two steps for scoring a point: Creating and converting opportunities in invasion team sports," PLOS ONE, Public Library of Science, vol. 15(10), pages 1-16, October.
    • Handle: RePEc:plo:pone00:0240419
    DOI: 10.1371/journal.pone.0240419
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    1. Miguel-Ángel Gómez & Ana DelaSerna & Corrado Lupo & Jaime Sampaio, 2014. "Effects of Situational Variables and Starting Quarter Score in the outcome of elite women’s water polo game quarters," International Journal of Performance Analysis in Sport, Taylor & Francis Journals, vol. 14(1), pages 73-83, April.
    2. Kubatko Justin & Oliver Dean & Pelton Kevin & Rosenbaum Dan T, 2007. "A Starting Point for Analyzing Basketball Statistics," Journal of Quantitative Analysis in Sports, De Gruyter, vol. 3(3), pages 1-24, July.
    3. Brian Skinner, 2012. "The Problem of Shot Selection in Basketball," PLOS ONE, Public Library of Science, vol. 7(1), pages 1-8, January.
    4. Javier Courel-Ibáñez & Allistair Paul McRobert & Enrique Ortega Toro & David Cárdenas Vélez, 2016. "Inside pass predicts ball possession effectiveness in NBA basketball," International Journal of Performance Analysis in Sport, Taylor & Francis Journals, vol. 16(2), pages 711-725, August.
    5. Manuel Espitia-Escuer & Lucà a Isabel Garcà a-Cebrià n, 2004. "Measuring the Efficiency of Spanish First-Division Soccer Teams," Journal of Sports Economics, , vol. 5(4), pages 329-346, November.
    6. Enrique García Ordóñez & Carlos Touriño Gonzalez & María del Carmen Iglesias Pérez, 2015. "Offensive Performance Indicators in a Regular Season of Water-Polo," International Journal of Performance Analysis in Sport, Taylor & Francis Journals, vol. 15(3), pages 1114-1123, December.
    7. Jaime Prieto & Miguel-Ángel Gómez & Jaime Sampaio, 2016. "Game-scoring coordination in handball according to situational variables using time series analysis methods," International Journal of Performance Analysis in Sport, Taylor & Francis Journals, vol. 16(1), pages 40-52, April.
    8. P Meletakos & I Bayios, 2010. "General trends in European men’s handball: a longitudinal study," International Journal of Performance Analysis in Sport, Taylor & Francis Journals, vol. 10(3), pages 221-228, December.
    9. J.M. Palao & P. Manzanares & E. Ortega, 2009. "Techniques used and efficacy of volleyball skills in relation to gender," International Journal of Performance Analysis in Sport, Taylor & Francis Journals, vol. 9(2), pages 281-293, August.
    10. Thomas Andrew C, 2007. "Inter-arrival Times of Goals in Ice Hockey," Journal of Quantitative Analysis in Sports, De Gruyter, vol. 3(3), pages 1-17, July.
    11. Montezuma Dumangane & Nicoletta Rosati & Anna Volossovitch, 2009. "Departure from independence and stationarity in a handball match," Journal of Applied Statistics, Taylor & Francis Journals, vol. 36(7), pages 723-741.
    12. X. Konstadinidou & N. Tsigilis, 2005. "Offensive playing profiles of football teams from the 1999 Women’s World Cup Finals," International Journal of Performance Analysis in Sport, Taylor & Francis Journals, vol. 5(1), pages 61-71, June.
    13. Caroline Sunderland & Chris Bussell & Greg Atkinson & Rebecca Alltree & Melanie Kates, 2006. "Patterns of play and goals scored in international standard women’s field-hockey," International Journal of Performance Analysis in Sport, Taylor & Francis Journals, vol. 6(1), pages 13-29, June.
    14. Fiona Carmichael & Dennis Thomas & Robert Ward, 2001. "Production and Efficiency in Association Football," Journal of Sports Economics, , vol. 2(3), pages 228-243, August.
    15. Adam Hewitt & Grace Greenham & Kevin Norton, 2016. "Game style in soccer: what is it and can we quantify it?," International Journal of Performance Analysis in Sport, Taylor & Francis Journals, vol. 16(1), pages 355-372, April.
    16. Joey Gullikson & John. K. Mayberry & Lewis. R. Gale & Lara Killick, 2020. "Not throwing away my shot: an analysis of shot features in men’s collegiate water polo," International Journal of Performance Analysis in Sport, Taylor & Francis Journals, vol. 20(2), pages 240-253, March.
    17. Bergeles Nikos & Barzouka Karolina & Nikolaidou Maria Elissavet, 2009. "Performance of male and female setters and attackers on Olympic-level volleyball teams," International Journal of Performance Analysis in Sport, Taylor & Francis Journals, vol. 9(1), pages 141-148, April.
    18. Gomez, Miguel-Angel & Reus, Marc & Parmar, Nimai & Travassos, Bruno, 2020. "Exploring elite soccer teams’ performances during different match-status periods of close matches’ comebacks," Chaos, Solitons & Fractals, Elsevier, vol. 132(C).
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