The Influence of Game-Related Statistics on the Final Results in FIBA Global and Continental Competitions

• Published in: Applied sciences Vol. 14; no. 12; p. 5357
• Main Authors: Komić, Jasmin, Simović, Slobodan, Čaušević, Denis, Alexe, Dan Iulian, Wilk, Michal, Rani, Babina, Alexe, Cristina Ioana
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 01.06.2024
• Subjects: Basketball; Bosnia and Herzegovina; Croatia; Data science; Decision making; Efficiency; national teams; Olympic games; quantitative analysis; team sports; Teams; Tournaments & championships; Variables; Bosnia and Herzegovina; Croatia; Puerto Rico; South Korea; United States > US; Mali; Asia; Bosnia-Hercegovina; Brazil; Nigeria; Spain
• ISSN: 2076-3417; 2076-3417
• DOI: 10.3390/app14125357

Sport, particularly in the realm of professional competition, is a domain of human endeavor that is increasingly dependent on the use of analytical statistical information. Consequently, mathematics and statistics are becoming increasingly crucial elements in sports. Although experts recognize the importance of analytics in women’s basketball, the literature addressing this subject remains limited. The objective of this study is to employ quantitative methodologies to discover prevailing patterns in global women’s basketball representation. The entities examined in this article were the games contested during the 2021 Olympic Games, the 2022 World Cup, and the 2023 continental championships. Two regression models were created for the research, using thirteen standard variables observed in the game. The evaluation of the regression model was conducted using the stepwise regression method, incorporating dimensionality reduction based on the outcomes of factor analysis. Among the 14 models that were observed, 13 of them exhibited strong and moderate linkages, while only 1 displayed weak connections and lacked statistical significance. The primary factors that account for the disparity between winning and losing teams in games are primarily associated with shooting accuracy toward the basket. When examining individual championships, the percentage surpassed 50% in all cases except for AfroBasket. However, when considering the overall results, the significance of shooting rose to 86%. The variable representing offensive rebound efficiency had a significant influence on the outcome, being present in all individual competitions, whereas defensive rebound efficiency was only considered in the overall results.