@article{2930726, title = "The role of skills in winning in different types of set in women's volleyball", author = "Sotirios Drikos and Yannis Angelonidis and Georgios Sobonis", journal = "International Journal of Performance Analysis in Sport", year = "2018", volume = "18", number = "6", pages = "950--960", publisher = "Informa UK Limited", issn = "1474-8185", doi = "10.1080/24748668.2018.1528714", keywords = "Game analysis,multivariate analysis,performance indicators,set characteristics", abstract = "The aim of this study is to identify volleyball performance indicators that best discriminate between winning and losing teams in a set according to the level of competitiveness. The data have been collected from teams’ performances (N=438) in all sets played between top four teams in the final ranking of women’s Greek volleyball league for 5 periods. Clusters analysis established three different groups of sets according to set final score difference: 2-3 points (balanced), 4-7 points (semi-balanced), and more than 7 points (unbalanced). A 3x2 MANOVA was then performed on twelve performance indicators reflecting expressions of five basic skills of the game (serve, pass, attack 1&2, block). The analysis revealed significant multivariate differences in the type of result and in its interaction with the type of set. A follow-up discriminant analysis showed that the effectiveness of attacks 1 and 2 are the most important performance indicators for all the set types. The discriminant function classified correctly more cases as the score difference got higher. Especially for balanced sets, 62% were correctly classified, allowing space for further improving the critical performance indicators. These results suggest that training of a women’s volleyball team should emphasize more on improving offensive abilities." }