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A weighted kappa statistic for reliability testing in performance analysis of sport

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  • Gemma Robinson
  • Peter O’Donoghue

Abstract

The kappa statistic has been used to evaluate the reliability of performance indicators measured using computerised notational analysis systems. However, all disagreements between observers are treated as total disagreements event if neighbouring values of ordinal scale performance indicators are used. Where nominal values are used to represent areas of the playing surface, kappa does not give any credit where the observers record neighbouring cells. Therefore, the purpose of the current paper was to illustrate how the weighted kappa statistic can be used with performance analysis data to give some credit where there are partial agreements between the observers.

Suggested Citation

  • Gemma Robinson & Peter O’Donoghue, 2007. "A weighted kappa statistic for reliability testing in performance analysis of sport," International Journal of Performance Analysis in Sport, Taylor & Francis Journals, vol. 7(1), pages 12-19, January.
  • Handle: RePEc:taf:rpanxx:v:7:y:2007:i:1:p:12-19
    DOI: 10.1080/24748668.2007.11868383
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    Cited by:

    1. Gómez, Miguel–Ángel & Rivas, Fernando & Leicht, Anthony S. & Buldú, Javier M., 2020. "Using network science to unveil badminton performance patterns," Chaos, Solitons & Fractals, Elsevier, vol. 135(C).
    2. Gimenez-Egido, José María & Ortega-Toro, Enrique & Palao, José M & Torres-Luque, Gema, 2020. "Effect of scaling equipment on U-10 players tennis serve during match-play: A nonlinear pedagogical approach," Chaos, Solitons & Fractals, Elsevier, vol. 139(C).
    3. Sebastián Feu & Javier García-Rubio & María de Gracia Gamero & Sergio J Ibáñez, 2019. "Task planning for sports learning by physical education teachers in the pre-service phase," PLOS ONE, Public Library of Science, vol. 14(3), pages 1-18, March.
    4. Kęstutis Matulaitis & Tomas Bietkis, 2021. "Prediction of Offensive Possession Ends in Elite Basketball Teams," IJERPH, MDPI, vol. 18(3), pages 1-11, January.
    5. Adrián Escudero-Tena & Bernardino Javier Sánchez-Alcaraz & Javier García-Rubio & Sergio J. Ibáñez, 2021. "Analysis of Game Performance Indicators during 2015–2019 World Padel Tour Seasons and Their Influence on Match Outcome," IJERPH, MDPI, vol. 18(9), pages 1-8, May.
    6. Yasin Akinci, 2023. "Examining the Differences Between Playoff Teams and Non-Playoff Teams in Men’s Euroleague; Play-Type Statistics Perspective," SAGE Open, , vol. 13(4), pages 21582440231, December.
    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).

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