Identifying Basketball Performance Indicators in Regular Season and Playoff Games

Garcı́a, Javier; Godoy, Sergio José Ibáñez; Santos, Raúl Martinez De; Leite, Nuno; Sampaio, Jaime

doi:10.2478/hukin-2013-0016

Cited by 124 publications

(152 citation statements)

References 14 publications

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“…All games were first classified into three types (balanced, unbalanced and very unbalanced) according to point differential by a k-means cluster analysis 7,14,15 . The classification is shown in Table 1.…”

Section: Discussionmentioning

confidence: 99%

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Age and sex differences in game-related statistics which discriminate winners from losers in elite basketball games

Madarame

2018

Motriz: rev. educ. fis.

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-Aims:To advance knowledge of long-term development of basketball players, this study investigated age and sex differences in game-related statistics which discriminate winners from losers in World Basketball Championships held after the 2010 rule change. Methods: A total of 935 games from six categories (under-17, under-19 and open age for both men and women) were analyzed. All games were classified into three types (balanced, unbalanced and very unbalanced) according to point differential by a k-means cluster analysis. A discriminant analysis was performed to identify game-related statistics which discriminate winners from losers in each game type. An absolute value of a structural coefficient (SC) equal to or above 0.30 was considered relevant for the discrimination. Results: In balanced games, assists discriminated winners from losers in open games (men, |SC| = 0.32; women, |SC| = 0.34), whereas successful free throws did so in under-17 games (men, |SC| = 0.30; women, |SC| = 0.31). Successful 2-point field goals discriminated winners from losers only in women's games (under-19, |SC| = 0.38; open, |SC| = 0.36). Conclusion: There were three novel findings in balanced games: 1) successful free throws but not assists discriminated winners from losers in under-17 games; 2) successful 2-point field goals discriminated winners from losers in women's games but not in men's games; and 3) discriminating power of successful 3-point field goals was extremely small in women's games. These results may be related to the new rules for the shot clock and the 3-point distance.

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Section: Discussionmentioning

confidence: 99%

“…The classification is shown in Table 1. After the classification, very unbalanced games were eliminated from further analyses 14 . This was because many minutes of very unbalanced games would be "garbage time", and game-related statistics from those minutes have little value for analysis.…”

Section: Discussionmentioning

confidence: 99%

Age and sex differences in game-related statistics which discriminate winners from losers in elite basketball games

Madarame

2018

Motriz: rev. educ. fis.

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“…The games were first classified into three types (balanced, unbalanced and very unbalanced) according to point differential by a k-means cluster analysis (5,11,14,15). The difference in the proportion of game types between the two regions was analyzed by a chi-square test.…”

Section: Discussionmentioning

confidence: 99%

Defensive Rebounds Discriminate Winners from Losers in European but not in Asian Women’s Basketball Championships

Madarame

2018

Asian J Sports Med

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Background: Asian national teams have not performed well compared to American and European teams at international competitions in basketball, possibly due in part to anthropometric disadvantages such as shorter height and wingspan. However, although anthropometric disadvantages exist in women as well as in men, Asian women have shown better performances in international competitions than Asian men. Therefore, Asian women might have developed unique strategy and tactics which would be reflected in game-related statistics. Objectives: This study aimed to investigate whether game-related statistics which discriminate winners from losers in women's basketball differ between Asian and European competitions. Methods: A total of 108 games from the 2011, 2013 and 2015 FIBA Asia Women's Championships were analyzed for Asian competitions, and a total of 178 games from the 2011, 2013 and 2015 FIBA EuroBasket Women were analyzed for European competitions. All games were classified into three types (balanced, unbalanced and very unbalanced) according to point differential by a k-means cluster analysis. A discriminant analysis was performed to identify game-related statistics which discriminate winners from losers in each game type. An absolute value of a structural coefficient (SC) equal to or above 0.30 was considered relevant for the discrimination. Results: Successful 2-point field goals discriminated winners from losers independent of the region or game type. Assists discriminated winners from losers except balanced games in Europe. Defensive rebounds discriminated winners from losers only in Europe. Conclusions: The most notable difference between Asian and European women's basketball was that defensive rebounds discriminated winners from losers in European but not in Asian competitions. It was suggested that losers in Asian games tended to lose ball possession before attempting field goals, and thus reducing opportunities for winners to get defensive rebounds.

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“…In the literature consulted, game indicators research through notational analysis technique has been used to identify the factors that differentiate winning teams from the losing teams 1,6,7 . Currently, high numbers of field goals made (FGM) [6][7][8][9] , free throws made 1,7 , defensive rebounds 1,8 , and assists 6,7 have been pointed out as crucial factors to ensure winning in basketball. However, because game indicators represent basketball athletes' performance in a fragmented manner, sport scientists have sought methods of data collection and analysis that contextualize game indicators and enable a broader interpretation amongst the actions present in the game 2,10 .…”

Section: Introductionmentioning

confidence: 99%

Factors associated with basketball field goals made in the 2014 NBA finals

Ciampolini

Ibáñez

Nunes

et al. 2018

Motriz: rev. educ. fis.

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-Aims:The main objective of this study was to analyze the factors that preceded field goals made in the 2014 NBA finals considering the number of passes per offense, shooting conditions, and offense type variables. Methods: We assessed field goals attempted by 27 professional players that participated in the 2014 NBA finals. Data were collected by three researchers through an adapted version of the Technical-Tactical Performance Evaluation Tool in Basketball to systematically analyze all five games of those finals. Descriptive analysis consisted in absolute and relative frequency and inferential statistics were applied through Chi-Square test, Cohen's D for effect size, and binary logistic regression test. Significance levels were set at 5% and all statistics were applied through SPSS 23.0. Results: Shooting efficacy was not associated with the number of passes made per offense. Regression statistics showed that shooting efficacy was highly associated with shooting condition rather than the offense type performed. However, fast breaks seem to lead to better shooting conditions (passively guarded and wide open) when compared to set and regained offenses. Conclusion: Evidence pointed to the importance of shooting condition as a determining factor in increasing the probability of field goals made throughout the games analyzed.

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Identifying Basketball Performance Indicators in Regular Season and Playoff Games

Cited by 124 publications

References 14 publications

Age and sex differences in game-related statistics which discriminate winners from losers in elite basketball games

Age and sex differences in game-related statistics which discriminate winners from losers in elite basketball games

Defensive Rebounds Discriminate Winners from Losers in European but not in Asian Women’s Basketball Championships

Factors associated with basketball field goals made in the 2014 NBA finals

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