ArticleFrontiers in psychology2023
Modeling the influence of basketball players' offense roles on team performance.
Article in Frontiers in psychology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.
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Who cites it
4 citing papers in PubMed.
- Winning beyond scoring: an explainable machine learning framework for identifying key performance indicators in the Chinese Basketball Association.BMC sports science, medicine & rehabilitation · 2026Article
- Characterization of quadriceps muscle injuries in National Basketball Association athletes and effects on player performance following injury.BMC sports science, medicine & rehabilitation · 2026Article
- Offensive efficiency and traditional positional roles in Hungarian basketball: an empirical analysis.Frontiers in sports and active living · 2025Article
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3 authors.
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Abstract
This study aimed to (1) use the clustering method to build a classification model based on the play-type data of basketball players, to classify native and foreign players into different offensive roles; (2) use the clustered offensive role model to investigate how different offensive roles influence team performance. The sample was drawn from 20 teams spanning five seasons (2017-2021) in the Chinese Basketball Association, comprising 823 native and 228 foreign players. The clustering results obtained fourteen offensive roles for native players and five for foreign players. Subsequent analyses revealed that the offensive roles of two native player clusters, namely N6 Spot-up Wings who Attack (OR = 3.281,
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