ArticleFrontiers in psychology2021
The Differences in the Performance Profiles Between Native and Foreign Players in the Chinese Basketball Association.
Article in Frontiers in psychology, 2021. 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.
- Explaining basketball game performance with SHAP: insights from Chinese Basketball Association.Scientific reports · 2025Article
- Offensive efficiency and traditional positional roles in Hungarian basketball: an empirical analysis.Frontiers in sports and active living · 2025Article
- Comparative analysis of national and foreign players' performance in Euroleague Basketball.PloS one · 2024Article
- Modeling the influence of basketball players' offense roles on team performance.Frontiers in psychology · 2023Article
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Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The aim of the study was to (i) use an clustering analysis method to classify and identify native and foreign basketball players into similar groups based on game-related statistics; (ii) use the Pearson's Chi-square test to identify the key clusters that affect whether a team enters the playoffs; and (iii) use the classification tree analysis to stimulate the prediction of team ability and the construction of the team roster. The sample consisted of 422 foreign players and 1,775 native players across 9 seasons from 2011 to 2019. The clustering process allowed for the identification of nine native and six foreign player performance profiles. In addition, two clusters (
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