Detection and Selection of Behavioral Patterns Using Theme: A Concrete Example in Grassroots Soccer
AbstractObservational methodology provides a rigorous yet flexible framework for capturing behaviors over time to allow for the performance of subsequent diachronic analyses of the data captured. Theme is a specialized software program that detects hidden temporal behavioral patterns (T-patterns) within data sets. It is increasingly being used to analyze performance in soccer and other sports. The aim of this study was to show how to select and interpret T-patterns generated by the application of three “quantitative” sort options in Theme and three “qualitative” filters established by the researchers. These will be used to investigate whether 7-a-side (F7) or 8-a-side (F8) soccer is best suited to the learning and skills development needs of 7- and 8-year-old male soccer players. The information contained in the T-patterns generated allowed us to characterize patterns of play in children in this age group. For both formats, we detected technical-tactical behaviors showing that children of this age have difficulty with first-touch actions and controlling the ball after a throw-in. We also found that ball control followed by a pass or a shot at the goal are common in the central corridor of the pitch. Further, depth of play is achieved by ball control, followed by dribbling and a pass or shot. In F8, we saw that depth of play was achieved through ball control, followed by dribbling and passing of one or more opponents leading to a pass or shot. However, in F7, we saw that players succeeded in advancing from their goal area to the rival goal area through a sequence of actions. View Full-Text
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Amatria, M.; Lapresa, D.; Arana, J.; Anguera, M.T.; Jonsson, G.K. Detection and Selection of Behavioral Patterns Using Theme: A Concrete Example in Grassroots Soccer. Sports 2017, 5, 20.
Amatria M, Lapresa D, Arana J, Anguera MT, Jonsson GK. Detection and Selection of Behavioral Patterns Using Theme: A Concrete Example in Grassroots Soccer. Sports. 2017; 5(1):20.Chicago/Turabian Style
Amatria, Mario; Lapresa, Daniel; Arana, Javier; Anguera, M. T.; Jonsson, Gudberg K. 2017. "Detection and Selection of Behavioral Patterns Using Theme: A Concrete Example in Grassroots Soccer." Sports 5, no. 1: 20.
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