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Team performance indicators that predict match outcome and points difference in professional rugby league

Author

Listed:
  • Nimai Parmar
  • Nic James
  • Mike Hughes
  • Huw Jones
  • Gary Hearne

Abstract

Performance indicators allow for the objective quantification of performance, however, limited PI research for professional rugby league exists. Therefore, this paper assessed 24 relative PIs (home value minus away) from all 27 rounds of the 2012, 2013 and 2014 European Super League seasons, collected by Opta, amounting to 567 matches. Backwards logistic (match outcome) and linear (points difference) regression models were used alongside exhaustive Chi-Square Automatic Interaction Detection decision trees to identify performance indicators (PIs) and key performance indicators. Teams had a higher chance of winning and would gain more points when they scored first (OR = 1.6, β = 2.4) and increased completed sets (OR = 1.2, β = 1.2) by one unit. Conversely, teams had a lower chance of winning when they increased scoots (OR = 0.9, β = −0.2). However, some PIs which were thought to be important (as identified by previous literature) were removed from the analysis thus calling into question the appropriateness of stepwise methods. Future research may consider utilising dimension reduction techniques when analysing large data-sets that encompass multiple variables.

Suggested Citation

  • Nimai Parmar & Nic James & Mike Hughes & Huw Jones & Gary Hearne, 2017. "Team performance indicators that predict match outcome and points difference in professional rugby league," International Journal of Performance Analysis in Sport, Taylor & Francis Journals, vol. 17(6), pages 1044-1056, November.
    • Handle: RePEc:taf:rpanxx:v:17:y:2017:i:6:p:1044-1056
    DOI: 10.1080/24748668.2017.1419409
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    1. Husnija Kajmovic & Adis Kapur & Izet Radjo & Amel Mekic, 2014. "Differences in Performance Between Winners and Defeated Wrestlers in the European Championships for Cadets," International Journal of Performance Analysis in Sport, Taylor & Francis Journals, vol. 14(1), pages 252-261, April.
    2. Yusuf Vahed & Wilbur Kraak & Ranel Venter, 2014. "The effect of the law changes on time variables of the South African Currie Cup Tournament during 2007 and 2013," International Journal of Performance Analysis in Sport, Taylor & Francis Journals, vol. 14(3), pages 866-883, December.
    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. José Maria Pratas & Anna Volossovitch & Ana Isabel Carita, 2016. "The effect of performance indicators on the time the first goal is scored in football matches," International Journal of Performance Analysis in Sport, Taylor & Francis Journals, vol. 16(1), pages 347-354, April.
    5. Julen Castellano & David Casamichana, 2015. "What are the differences between first and second divisions of Spanish football teams?," International Journal of Performance Analysis in Sport, Taylor & Francis Journals, vol. 15(1), pages 135-146, March.
    6. Diego Villarejo & José-Manuel Palao & Enrique Ortega & Miguel-Ángel Gomez-Ruano & Wilbur Kraak, 2015. "Match-related statistics discriminating between playing positions during the men’s 2011 Rugby World Cup," International Journal of Performance Analysis in Sport, Taylor & Francis Journals, vol. 15(1), pages 97-111, March.
    7. J. Michael Najdan & T. Matthew Robins & S. Paul Glazier, 2014. "Determinants of success in English domestic Twenty20 cricket," International Journal of Performance Analysis in Sport, Taylor & Francis Journals, vol. 14(1), pages 276-295, April.
    8. Emile Diedrick & Michele van Rooyen, 2011. "Line Break Situations in International Rugby," International Journal of Performance Analysis in Sport, Taylor & Francis Journals, vol. 11(3), pages 522-534, December.
    9. Anna, Petrenko, 2016. "Мaркування готової продукції як складова частина інформаційного забезпечення маркетингової діяльності підприємств овочепродуктового підкомплексу," Agricultural and Resource Economics: International Scientific E-Journal, Agricultural and Resource Economics: International Scientific E-Journal, vol. 2(1), March.
    10. Kerys Harrop & Alan Nevill, 2014. "Performance indicators that predict success in an English professional League One soccer team," International Journal of Performance Analysis in Sport, Taylor & Francis Journals, vol. 14(3), pages 907-920, December.
    11. Jaime Sampaio & Manuel Janeira, 2003. "Statistical analyses of basketball team performance: understanding teams’ wins and losses according to a different index of ball possessions," International Journal of Performance Analysis in Sport, Taylor & Francis Journals, vol. 3(1), pages 40-49, April.
    12. Steven Bremner & Gemma Robinson & Morgan D Williams, 2013. "A Retrospective Evaluation Of Team Performance Indicators In Rugby Union," International Journal of Performance Analysis in Sport, Taylor & Francis Journals, vol. 13(2), pages 461-473, August.
    13. P. Meletakos & G. Vagenas & I. Bayios, 2011. "A multivariate assessment of offensive performance indicators in Men’s Handball: Trends and differences in the World Championships," International Journal of Performance Analysis in Sport, Taylor & Francis Journals, vol. 11(2), pages 284-294, August.
    14. Robert Carroll, 2013. "Team Performance Indicators in Gaelic Football and Opposition Effects," International Journal of Performance Analysis in Sport, Taylor & Francis Journals, vol. 13(3), pages 703-715, December.
    15. repec:taf:rpanxx:v:10:y:2010:i:2:p:103-114 is not listed on IDEAS
    16. Nic James, 2009. "Performance analysis of golf: Reflections on the past and a vision of the future," International Journal of Performance Analysis in Sport, Taylor & Francis Journals, vol. 9(2), pages 188-209, August.
    17. G. Dean Higham & G. Will Hopkins & B. David Pyne & M. Judith Anson, 2014. "Patterns of play associated with success in international rugby sevens," International Journal of Performance Analysis in Sport, Taylor & Francis Journals, vol. 14(1), pages 111-122, April.
    18. B. Marshall Jones, 2009. "Scoring First and Home Advantage in the NHL," International Journal of Performance Analysis in Sport, Taylor & Francis Journals, vol. 9(3), pages 320-331, December.
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