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Effects of season period, team quality, and playing time on basketball players' game-related statistics

Sampaio, Jaime, Drinkwater, Eric J. and Leite, Nuno M. 2010, Effects of season period, team quality, and playing time on basketball players' game-related statistics, European journal of sport science, vol. 10, no. 2, pp. 141-149, doi: 10.1080/17461390903311935.

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Title Effects of season period, team quality, and playing time on basketball players' game-related statistics
Author(s) Sampaio, Jaime
Drinkwater, Eric J.ORCID iD for Drinkwater, Eric J. orcid.org/0000-0002-9594-9360
Leite, Nuno M.
Journal name European journal of sport science
Volume number 10
Issue number 2
Start page 141
End page 149
Total pages 9
Publisher Taylor & Francis
Place of publication London, Eng.
Publication date 2010
ISSN 1746-1391
1536-7290
Keyword(s) team ball sports
principal components analysis
mixed linear models
elite athletes
annual variance
Summary The aim of this study was to identify within-season differences in basketball players' game-related statistics according to team quality and playing time. The sample comprised 5309 records from 198 players in the Spanish professional basketball league (2007-2008). Factor analysis with principal components was applied to the game-related statistics gathered from the official box-scores, which limited the analysis to five factors (free-throws, 2-point field-goals, 3-point field-goals, passes, and errors) and two variables (defensive and offensive rebounds). A two-step cluster analysis classified the teams as stronger (69 ± 8 winning percentage), intermediate (43 ± 5 winning percentage), and weaker teams (32 ± 5 winning percentage); individual players were classified based on playing time as important players (28 ± 4 min) or less important players (16 ± 4 min). Seasonal variation was analysed monthly in eight periods. A mixed linear model was applied to identify the effects of team quality and playing time within the months of the season on the previously identified factors and game-related statistics. No significant effect of season period was observed. A team quality effect was identified, with stronger teams being superior in terms of 2-point field-goals and passes. The weaker teams were the worst at defensive rebounding (stronger teams: 0.17 ± 0.05; intermediate teams: 0.17 ± 0.06; weaker teams: 0.15 ± 0.03; P = 0.001). While playing time was significant in almost all variables, errors were the most important factor when contrasting important and less important players, with fewer errors being made by important players. The trends identified can help coaches and players to create performance profiles according to team quality and playing time. However, these performance profiles appear to be independent of season period.
Language eng
DOI 10.1080/17461390903311935
Field of Research 1106 Human Movement And Sports Science
0913 Mechanical Engineering
Socio Economic Objective 929999 Health not elsewhere classified
HERDC Research category C1.1 Refereed article in a scholarly journal
ERA Research output type C Journal article
Copyright notice ©2010, Taylor & Francis
Persistent URL http://hdl.handle.net/10536/DRO/DU:30083062

Document type: Journal Article
Collection: School of Exercise and Nutrition Sciences
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