RT info:eu-repo/semantics/article T1 The Performance Evolution of Match Play Styles in the Spanish Professional Basketball League A1 Gómez, Miguel Ángel A1 Medina, Ramón A1 Leicht, Anthony S. A1 Zhang, Shaoliang A1 Vaquera Jiménez, Alejandro A2 Educacion Fisica y Deportiva K1 Deporte K1 Educación Física K1 Team sports K1 Performance indicators K1 Long-term trends K1 Performance patterns K1 Match-related statistics K1 Non-metric K1 Multidimensional scaling AB [EN] The aim of this study is to analyse the performance evolution of all, and the dominant, team’s performances throughout an eight-season period within the Spanish professional basketball league. Match-related statistics were gathered from all regular season matches (n = 2426) played during the period 2009–2010 to 2016–2017. The non-metric multidimensional scaling model was used to examine the team’s profiles across seasons and for the most successful (playoff) teams. The main results showed that: 3-point field goals made (effect size, d = 0.61; 90% confidence interval, CI = 0.23; 1.37) and missed (d = 0.72; 90% CI = 0.35; 1.46), and assists (d = 1.27; 90% CI = 0.82; 1.86) presented a positive trend with an increased number of actions across the seasons; 2-point field goals made (d = 0.21; 90% CI = −1.25; 2.02) and missed (d = 0.27; 90% CI = −0.52; 0.92) were decreased; free throws made and missed, rebounds, fouls, blocks, steals and turnovers showed a relatively stable performance. The matrix solution (stress = 0.22, rmse (root mean squared error) = 7.9 × 104, maximum residual = 5.8 × 103) indicated minimal season-to-season evolution with the ordination plot and convex hulls overlapping. The two most dominant teams exhibited unique match patterns with the most successful team’s pattern, a potential benchmark for others who exhibited more dynamic evolutions (and less success). The current findings identified the different performances of teams within the Spanish professional basketball league over eight seasons with further statistical modelling of match play performances useful to identify temporal trends and support coaches with training and competition preparations. PB MDPI LK https://hdl.handle.net/10612/19670 UL https://hdl.handle.net/10612/19670 NO Gómez, M.-Á., Medina, R., Leicht, A. S., Zhang, S., & Vaquera, A. (2020). The performance evolution of match play styles in the Spanish professional basketball league. Applied Sciences (Switzerland), 10(20), 1-9. https://doi.org/10.3390/APP10207056 DS BULERIA. Repositorio Institucional de la Universidad de León RD Jul 12, 2024