The Differences in the Performance Profiles Between Native and Foreign Players in the Chinese Basketball Association.

Autor:	Wang X; Sport Coaching College, Beijing Sport University, Beijing, China.; Facultad de Ciencias de la Actividad Física y del Deporte, Universidad Politécnica de Madrid, Madrid, Spain., Han B; College of General Education, Guangdong University of Science and Technology, Dongguan, China., Zhang S; Division of Sport Science and Physical Education, Tsinghua University, Beijing, China., Zhang L; Sport Coaching College, Beijing Sport University, Beijing, China., Lorenzo Calvo A; Facultad de Ciencias de la Actividad Física y del Deporte, Universidad Politécnica de Madrid, Madrid, Spain., Gomez MÁ; Facultad de Ciencias de la Actividad Física y del Deporte, Universidad Politécnica de Madrid, Madrid, Spain.
Jazyk:	angličtina
Zdroj:	Frontiers in psychology [Front Psychol] 2022 Jan 31; Vol. 12, pp. 788498. Date of Electronic Publication: 2022 Jan 31 (Print Publication: 2021).
DOI:	10.3389/fpsyg.2021.788498
Abstrakt:	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 ( p < 0.001, ES = 0.33; p < 0.001, ES = 0.28) of native players and one cluster ( p < 0.05, ES = 0.16) of foreign players were identified that had a significant impact on team ability. These results provide alternative references for basketball staff concerning the process of evaluating native and foreign player performance in the Chinese Basketball Association. Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest. (Copyright © 2022 Wang, Han, Zhang, Zhang, Lorenzo Calvo and Gomez.)
Databáze:	MEDLINE
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