The Effect of Situational Variables on Women’s Rink Hockey Match Outcomes

Jordi Arboix-Alió, Guillem Trabal, Dani Moreno-Galcerán, Bernat Buscà, Adrià Arboix, Vasco Vaz, Hugo Sarmento, Raúl Hileno

Producció científica: Article en revista indexadaArticleAvaluat per experts

Resum

The main objective of the present study was to develop a concise predictive model to determine the likelihood of winning in female rink hockey based on various situational variables. Additionally, the study aimed to assess the individual impact of each predictor on match outcomes. The analysis encompassed a dataset of 840 matches during five consecutive seasons (from 2018–2019 to 2022–2023) in the Spanish first division (OkLiga). Employing the comprehensive method of all possible regressions, the most effective predictive logistic model for match outcomes was identified. This entire model featured five categorical predictor variables (match location, team level, opponent level, scoring first, and match status at halftime) and one binary outcome variable (match outcome). Subsequently, the final model, which exhibited a sensitivity and specificity surpassing 80% for a cut-off point of 0.439, emerged. This model was applied to predict winning a match in 18 frequent situations determined from a two-step cluster analysis. Within this predictive framework, match status at halftime emerged as the most influential predictor impacting the match outcome, followed by opponent level, team level, and match location. The implications of our findings extend to rink hockey coaches and practitioners. Recognizing the significant impact of situational variables on match outcomes empowers them to customize game plans and design more specific strategies, thereby enhancing game understanding and elevating the overall performance.

Idioma originalAnglès
Número d’article3627
RevistaApplied Sciences (Switzerland)
Volum14
Número9
DOIs
Estat de la publicacióPublicada - de maig 2024

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