The Reliability of Technical and Tactical Tagging Analysis Conducted by a Semi-Automatic VTS In Soccer

Author:

Beato Marco1,Jamil Mikael1,Devereux Gavin1

Affiliation:

1. Department of Science and Technology , University of Suffolk , Ipswich , UK

Abstract

Abstract The Video Tracking multiple cameras system (VTS) is a technology that records two-dimensional position data (x and y) at high sampling rates (over 25 Hz). The VTS is of great interest because it can record external load variables as well as collect technical and tactical parameters. Performance analysis is mainly focused on physical demands, yet less attention has been afforded to technical and tactical factors. Digital.Stadium® VTS is a performance analysis device widely used at national and international levels (i.e. Italian Serie A, Euro 2016) and the reliability evaluation of its technical tagging analysis (e.g. shots, passes, assists, set pieces) could be paramount for its application at elite level competitions, as well as in research studies. Two professional soccer teams, with 30 male players (age 23 ± 5 years, body mass 78.3 ± 6.9 kg, body height 1.81 ± 0.06 m), were monitored in the 2016 season during a friendly match and data analysis was performed immediately after the game ended. This process was then replicated a week later (4 operators conducted the data analysis in each week). This study reports a near perfect relationship between Match and its Replication. R2 coefficients (relationships between Match and Replication) were highly significant for each of the technical variables considered (p < 0.001). In particular, a high score of interclass correlation and a small coefficient of variation were reported. This study reports meaningless differences between Match and its Replication (intra-day reliability). We concluded that the semi-automatic process behind the Digital.Stadium® VTS was more than capable of recording technical tagging data accurately.

Publisher

Walter de Gruyter GmbH

Subject

Physiology (medical),Physical Therapy, Sports Therapy and Rehabilitation

Reference28 articles.

1. Akenhead R, French D, Thompson KG, Hayes PR. The acceleration dependent validity and reliability of 10 Hz GPS. J Sci Med Sport, 2014; 17: 562–5662404157910.1016/j.jsams.2013.08.005

2. Barris S, Button C. A review of vision based motion analysis in sport. Sport Med, 2008; 38:1025–104310.2165/00007256-200838120-00006

3. Barros RML, Misuta MS, Menezes RP, Figueroa PJ, Moura FA, Cunha SA, Anido R, Leite NJ. Analysis of the distances covered by first division Brazilian soccer players obtained with an automatic tracking method. J Sport Sci Med, 2007; 6: 233–242

4. Beato M, Bartolini D, Ghia G, Zamparo P. Accuracy of a 10 Hz GPS unit in measuring shuttle velocity performed at different speeds and distances (5 – 20 m). J Hum Kinet, 2016a; 54: 15–22. 10.1515/hukin-2016-0031

5. Beato M, Coratella G, Schena F. Brief review of the state of art in futsal. J Sport Med Phys Fit, 2016b; 56: 428–432

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