Can team statistics predict performance in Olympic women's basketball?
Conference Contribution ResearchOnline@JCUAbstract
Traditionally, game statistics (eg field goal percentage, rebounds, turnovers, fouls) have been examined to evaluate game performance in basketball. However, little is known about the predictive capabilities of game statistics for performance, particularly for elite international competitions. The purpose of this study was to examine the relationship between game team statistics and performance (ie win/loss or medallist/non-medallist) for basketball during the 2004 Athens Olympic Games. Team statistics for each of the 42 games played in the womens competition were examined with relationships between variables determined by correlations. Significant (p<0.05) differences between medallists and non-medallists, and game winners and losers were determined by independent t-tests. Categorisation of medallist and non-medallists, and winners and loser were determined by Discriminant Function Analysis (DFA). Winners exhibited better team statistics (65% of variables) than losers while medallists exhibited better statistics than non-medallists for 57% of variables. Moderate correlations (0.61-0.62) were obtained for two point shots made and win/loss, defensive rebounds and win/loss, and medallist/non-medallist and number of game wins (0.85). Team score was significantly greater for winners compared with losers at the 15 minute mark of the game while team score was greater for medallists at the 30 minute mark compared to non-medallists. Using game statistics, DFA correctly classified approximately 82% of winners and 73% of medallists. The current results indicate that game team statistics can assist in the prediction of winners at elite international basketball competition however are less effective in predicting Olympic medallists. Factors other than game statistics contribute to Olympic success.
Journal
N/A
Publication Name
2005 Australian Conference of Science and Medicine in Sport
Volume
N/A
ISBN/ISSN
978-1-875334-10-0
Edition
N/A
Issue
N/A
Pages Count
1
Location
Melbourne, VIC, Australia
Publisher
Sports Medicine Australia
Publisher Url
N/A
Publisher Location
Dickson, ACT, Australia
Publish Date
N/A
Url
N/A
Date
N/A
EISSN
N/A
DOI
N/A