The use of technology and sampling frequency to measure variables of tactical positioning in team sports: a systematic review

References

• Aguiar, M., Gonçalves, B., Botelho, G., Lemmink, K., & Sampaio, J. (2015). Footballers’ movement behaviour during 2-, 3-, 4- and 5-a-side small-sided games. Journal of Sports Sciences, 33(12), 1259–1266.
   PubMed Web of Science ®Google Scholar
• Alarifi, A., Al-Salman, A., Alsaleh, M., Alnafessah, A., Al-Hadhrami, S., Al-Ammar, M., & Al-Khalifa, H. (2016). Ultra wideband indoor positioning technologies: Analysis and recent advances. Sensors, 16(5), 707.
   PubMed Web of Science ®Google Scholar
• Araújo, D., & Davids, K. (2016). Team synergies in sport: Theory and measures. Frontiers in Psychology, 7.
   Web of Science ®Google Scholar
• Barnabé, L., Volossovitch, A., Duarte, R., Ferreira, A. P., & Davids, K. (2016). Age-related effects of practice experience on collective behaviours of football players in small-sided games. Human Movement Science, 48, 74–81.
   PubMed Web of Science ®Google Scholar
• Bartlett, R., Button, C., Robins, M., Dutt-Mazumder, A., & Kennedy, G. (2012). Analysing team coordination patterns from player movement trajectories in soccer: Methodological considerations. International Journal of Performance Analysis in Sport, 12(2), 398–424.
   Web of Science ®Google Scholar
• Bastida Castillo, A., Gómez Carmona, C. D., De la Cruz Sánchez, E., & Pino Ortega, J. (2018). Accuracy, intra- and inter-unit reliability, and comparison between GPS and UWB-based position-tracking systems used for time–Motion analyses in soccer. European Journal of Sport Science, 18(4), 450–457.
   PubMed Web of Science ®Google Scholar
• Beato, M., Jamil, M., & Devereux, G. (2018). Reliability of internal and external load parameters in recreational football (soccer) for health. Research in Sports Medicine, 26(2), 244–250.
   PubMed Web of Science ®Google Scholar
• Bourbousson, J., Sève, C., & McGarry, T. (2010a). Space–Time coordination dynamics in basketball: Part 1. Intra- and inter-couplings among player dyads. Journal of Sports Sciences, 28(3), 339–347.
   PubMed Web of Science ®Google Scholar
• Bourbousson, J., Sève, C., & McGarry, T. (2010b). Space–Time coordination dynamics in basketball: Part 2. The interaction between the two teams. Journal of Sports Sciences, 28(3), 349–358.
   PubMed Web of Science ®Google Scholar
• Bueno, M. J., de, O., Caetano, F. G., Yonezawa, M. K., Grella, A. S., Cunha, S. A., & Moura, F. A. (2018). How do futsal players of different categories play during official matches? A tactical approach to players’ organization on the court from positional data. Plos One, 13(6), e0199619.
   PubMed Web of Science ®Google Scholar
• Cardinale, M., & Varley, M. C. (2017). Wearable training-monitoring technology: Applications, challenges, and opportunities. International Journal of Sports Physiology and Performance, 12(Suppl2), S2-55-S2-62.
   Google Scholar
• Castellano, J., Silva, P., Usabiaga, O., & Barreira, D. (2016). The influence of scoring targets and outer-floaters on attacking and defending team dispersion, shape and creation of space during small-sided soccer games. Journal of Human Kinetics, 51(1), 153–163.
   PubMed Web of Science ®Google Scholar
• Clemente, F. M., Couceiro, M. S., Martins, F. M. L., & Mendes, R. (2013). An online tactical metrics applied to football game. Research Journal of Applied Sciences, Engineering and Technology, 5(5), 1700–1719.
   Google Scholar
• Clemente, F. M., Couceiro, M. S., Martins, F. M. L., Mendes, R. S., & Figueiredo, A. J. (2015). Soccer team’s tactical behaviour: Measuring territorial domain. Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology, 229(1), 58–66.
   Web of Science ®Google Scholar
• Clemente, F. M., Figueiredo, A. J., Martins, F. M. L., Mendes, R. S., & Wong, D. P. (2016). Physical and technical performances are not associated with tactical prominence in U14 soccer matches. Research in Sports Medicine, 24(4), 352–362.
   PubMed Web of Science ®Google Scholar
• Clemente, F. M., Santos Couceiro, M., Lourenço Martins, F. M., Sousa Mendes, R., & Figueiredo, A. J. (2014). Intelligent systems for analyzing soccer games: The weighted centroid: Sistemas Inteligentes para el análisis de fútbol: Centroide ponderado. Ingeniería E Investigación, 34(3), 70–75.
   Web of Science ®Google Scholar
• Clemente, F. M., Sequeiros, J. B., Correia, A., Sierra-Olivares, J., González-Víllora, S., Silva, F., & Martins, F. M. L. (2018). How dots behave in two different pitch sizes? Analysis of tactical behavior based on position data in two soccer field sizes. RICYDE, 14(51), 16–28.
   Google Scholar
• Clemente, M. F., Couceiro, S. M., Martins, F. M. L., Mendes, R., & Figueiredo, A. J. (2013). Measuring Collective Behaviour in Football Teams: Inspecting the impact of each half of the match on ball possession. International Journal of Performance Analysis in Sport, 13(3), 678–689.
   Web of Science ®Google Scholar
• Coutinho, D., Gonçalves, B., Travassos, B., Abade, E., Wong, D. P., & Sampaio, J. (2018). Effects of pitch spatial references on players’ positioning and physical performances during football small-sided games. Journal of Sports Sciences, 1–7.
   Web of Science ®Google Scholar
• Coutinho, D., Gonçalves, B., Travassos, B., Wong, D. P., Coutts, A. J., & Sampaio, J. E. (2017). Mental fatigue and spatial references impair soccer players’ physical and tactical performances. Frontiers in Psychology, 8.
   PubMed Web of Science ®Google Scholar
• Cummins, C., Orr, R., O’Connor, H., & West, C. (2013). Global Positioning Systems (GPS) and microtechnology sensors in team sports: A systematic review. Sports Medicine, 43(10), 1025–1042.
   PubMed Web of Science ®Google Scholar
• Duarte, R., Araújo, D., Correia, V., Davids, K., Marques, P., & Richardson, M. J. (2013). Competing together: Assessing the dynamics of team–Team and player–Team synchrony in professional association football. Human Movement Science, 32(4), 555–566.
   PubMed Web of Science ®Google Scholar
• Duarte, R., Araújo, D., Davids, K., Travassos, B., Gazimba, V., & Sampaio, J. (2012). Interpersonal coordination tendencies shape 1-vs-1 sub-phase performance outcomes in youth soccer. Journal of Sports Sciences, 30(9), 871–877.
   PubMed Web of Science ®Google Scholar
• Duarte, R., Araújo, D., Fernandes, O., Fonseca, C., Correia, V., Gazimba, V., … Lopes, J. (2010). Capturing complex human behaviors in representative sports contexts with a single camera. Medicina, 46(6), 408.
   PubMed Web of Science ®Google Scholar
• Duarte, R., Araújo, D., Folgado, H., Esteves, P., Marques, P., & Davids, K. (2013). Capturing complex, non-linear team behaviours during competitive football performance. Journal of Systems Science and Complexity, 26(1), 62–72.
   Web of Science ®Google Scholar
• Duarte, R., Araújo, D., Freire, L., Folgado, H., Fernandes, O., & Davids, K. (2012). Intra- and inter-group coordination patterns reveal collective behaviors of football players near the scoring zone. Human Movement Science, 31(6), 1639–1651.
   PubMed Web of Science ®Google Scholar
• Esteves, P. T., Araújo, D., Davids, K., Vilar, L., Travassos, B., & Esteves, C. (2012). Interpersonal dynamics and relative positioning to scoring target of performers in 1 vs. 1 sub-phases of team sports. Journal of Sports Sciences, 30(12), 1285–1293.
   PubMed Web of Science ®Google Scholar
• Esteves, P. T., Araújo, D., Vilar, L., Travassos, B., Davids, K., & Esteves, C. (2015). Angular relationships regulate coordination tendencies of performers in attacker–Defender dyads in team sports. Human Movement Science, 40, 264–272.
   PubMed Web of Science ®Google Scholar
• Esteves, P. T., Silva, P., Vilar, L., Travassos, B., Duarte, R., Arede, J., & Sampaio, J. (2016). Space occupation near the basket shapes collective behaviours in youth basketball. Journal of Sports Sciences, 34(16), 1557–1563.
   PubMed Web of Science ®Google Scholar
• Folgado, H., Duarte, R., Fernandes, O., & Sampaio, J. (2014). Competing with lower level opponents decreases intra-team movement synchronization and time-motion demands during pre-season soccer matches. PLoS ONE, 9(5), e97145.
   PubMed Web of Science ®Google Scholar
• Folgado, H., Gonçalves, B., & Sampaio, J. (2018). Positional synchronization affects physical and physiological responses to preseason in professional football (soccer). Research in Sports Medicine, 26(1), 51–63.
   PubMed Web of Science ®Google Scholar
• Folgado, H., Lemmink, K. A. P. M., Frencken, W., & Sampaio, J. (2014). Length, width and centroid distance as measures of teams tactical performance in youth football. European Journal of Sport Science, 14(sup1), S487–S492.
   PubMed Web of Science ®Google Scholar
• Frencken, W., Lemmink, K., Delleman, N., & Visscher, C. (2011). Oscillations of centroid position and surface area of soccer teams in small-sided games. European Journal of Sport Science, 11(4), 215–223.
   Web of Science ®Google Scholar
• Frencken, W., Van Der Plaats, J., Visscher, C., & Lemmink, K. (2013). Size matters: Pitch dimensions constrain interactive team behaviour in soccer. Journal of Systems Science and Complexity, 26(1), 85–93.
   Web of Science ®Google Scholar
• Frencken, W., . K. L. (2009). Team kinematics of small-sided soccer games: A systematic approach. In T. Reilly & F. Korkusuz (Eds.), Science and Football VI. En Science and Football VI (pp. 161–166). Oxon: Routledge Taylor & Francis Group.
   Google Scholar
• Gonçalves, B., Esteves, P., Folgado, H., Ric, A., Torrents, C., & Sampaio, J. (2017). Effects of pitch area-restrictions on tactical behavior, physical, and physiological performances in soccer large-sided games. Journal of Strength and Conditioning Research, 31(9), 2398–2408.
   PubMed Web of Science ®Google Scholar
• Gonçalves, B., Folgado, H., Coutinho, D., Marcelino, R., Wong, D., Leite, N., & Sampaio, J. (2018). Changes in effective playing space when considering sub-groups of 3 to 10 players in professional soccer matches. Journal of Human Kinetics, 62(1), 145–155.
   PubMed Web of Science ®Google Scholar
• Gonçalves, B. V., Figueira, B. E., Maçãs, V., & Sampaio, J. (2014). Effect of player position on movement behaviour, physical and physiological performances during an 11-a-side football game. Journal of Sports Sciences, 32(2), 191–199.
   PubMed Web of Science ®Google Scholar
• Lames, M., Ertmer, J., & Walter, F. (2010). Oscillations in footballâ: Order and disorder in spatial interactions between the two teams. International Journal of Sport Psychology, 41(4), 85.
   Google Scholar
• Leser, R., Baca, A., & Ogris, G. (2011). Local positioning systems in (game) sports. Sensors, 11(10), 9778–9797.
   PubMed Web of Science ®Google Scholar
• Leser, R., Moser, B., Hoch, T., Stögerer, J., Kellermayr, G., Reinsch, S., & Baca, A. (2015). Expert-oriented modelling of a 1vs1-situation in football. International Journal of Performance Analysis in Sport, 15(3), 949–966.
   Web of Science ®Google Scholar
• Malone, J. J., Lovell, R., Varley, M. C., & Coutts, A. J. (2017). Unpacking the Black Box: Applications and Considerations for Using GPS Devices in Sport. International Journal of Sports Physiology and Performance, 12(Suppl2), S2-18-S2-26.
   Google Scholar
• Memmert, D., Lemmink, K. A. P. M., & Sampaio, J. (2017). Current approaches to tactical performance analyses in soccer using position data. Sports Medicine, 47(1), 1–10.
   PubMed Web of Science ®Google Scholar
• Metulini, R., Manisera, M., & Zuccolotto, P. (2018). Modelling the dynamic pattern of surface area in basketball and its effects on team performance. Journal of Quantitative Analysis in Sports, 14(3), 117–130.
   Web of Science ®Google Scholar
• Moher, D., Liberati, A., Tetzlaff, J., & Altman, D. G. (2009). Preferred reporting items for systematic reviews and meta-analyses: The PRISMA statement. PLoS Medicine, 6(7), 6.
   Web of Science ®Google Scholar
• Moura, F. A., Martins, L. E. B., Anido, R. D. O., De Barros, R. M. L., & Cunha, S. A. (2012). Quantitative analysis of Brazilian football players’ organisation on the pitch. Sports Biomechanics, 11(1), 85–96.
   PubMed Web of Science ®Google Scholar
• Moura, F. A., Martins, L. E. B., Anido, R. O., Ruffino, P. R. C., Barros, R. M. L., & Cunha, S. A. (2013). A spectral analysis of team dynamics and tactics in Brazilian football. Journal of Sports Sciences, 31(14), 1568–1577.
   PubMed Web of Science ®Google Scholar
• Moura, F. A., van Emmerik, R. E. A., Santana, J. E., Martins, L. E. B., de Barros, R. M. L., & Cunha, S. A. (2016). Coordination analysis of players’ distribution in football using cross-correlation and vector coding techniques. Journal of Sports Sciences, 34(24), 2224–2232.
   PubMed Web of Science ®Google Scholar
• Olthof, S. B. H., Frencken, W. G. P., & Lemmink, K. A. P. M. (2018). Match-derived relative pitch area changes the physical and team tactical performance of elite soccer players in small-sided soccer games. Journal of Sports Sciences, 36(14), 1557–1563.
   PubMed Web of Science ®Google Scholar
• Palucci Vieira, L. H., Aquino, R., Moura, F. A., Barros, R. M. L., De, Arpini, V. M., Oliveira, L. P., … Santiago, P. R. P. (2018). Team dynamics, running, and skill-related performances of Brazilian U11 to professional soccer players during official matches. Journal of Strength and Conditioning Research, 1.
   Google Scholar
• Passos, P., Araújo, D., Davids, K., Gouveia, L., Milho, J., & Serpa, S. (2008). Information-governing dynamics of attacker–Defender interactions in youth rugby union. Journal of Sports Sciences, 26(13), 1421–1429.
   PubMed Web of Science ®Google Scholar
• Passos, P., Araújo, D., Davids, K., Gouveia, L., & Serpa, S. (2006). Interpersonal dynamics in sport: The role of artificial neural networks and 3-D analysis. Behavior Research Methods, 38(4), 683–691.
   PubMed Web of Science ®Google Scholar
• Ric, A., Torrents, C., Gonçalves, B., Sampaio, J., & Hristovski, R. (2016). Soft-assembled multilevel dynamics of tactical behaviors in soccer. Frontiers in Psychology, 7.
   PubMed Web of Science ®Google Scholar
• Ric, A., Torrents, C., Gonçalves, B., Torres-Ronda, L., Sampaio, J., & Hristovski, R. (2017). Dynamics of tactical behaviour in association football when manipulating players’ space of interaction. Plos One, 12(7), e0180773.
   PubMed Web of Science ®Google Scholar
• Sampaio, J., Gonçalves, B., Rentero, L., Abrantes, C., & Leite, N. (2014). Exploring how basketball players’ tactical performances can be affected by activity workload. Science & Sports, 29(4), e23–e30.
   Web of Science ®Google Scholar
• Sampaio, J., & Maçãs, V. (2012). Measuring Tactical Behaviour in Football. International Journal of Sports Medicine, 33(5), 395–401.
   PubMed Web of Science ®Google Scholar
• Sampaio, J. E., Lago, C., Gonçalves, B., Maçãs, V. M., & Leite, N. (2014). Effects of pacing, status and unbalance in time motion variables, heart rate and tactical behaviour when playing 5-a-side football small-sided games. Journal of Science and Medicine in Sport, 17(2), 229–233.
   PubMed Web of Science ®Google Scholar
• Santos, S., Coutinho, D., Gonçalves, B., Schöllhorn, W., Sampaio, J., & Leite, N. (2018). Differential learning as a key training approach to improve creative and tactical behavior in soccer. Research Quarterly for Exercise and Sport, 89(1), 11–24.
   PubMed Web of Science ®Google Scholar
• Scott, M. T. U., Scott, T. J., & Kelly, V. G. (2015). The validity and reliability of global positioning systems in team sport: A brief review. Journal of Strength and Conditioning Research, 21.
   Google Scholar
• Shafizadeh, M., Davids, K., Correia, V., Wheat, J., & Hizan, H. (2016). Informational constraints on interceptive actions of elite football goalkeepers in 1v1 dyads during competitive performance. Journal of Sports Sciences, 34(17), 1596–1601.
   PubMed Web of Science ®Google Scholar
• Silva, P., Duarte, R., Sampaio, J., Aguiar, P., Davids, K., Araújo, D., & Garganta, J. (2014). Field dimension and skill level constrain team tactical behaviours in small-sided and conditioned games in football. Journal of Sports Sciences, 32(20), 1888–1896.
   PubMed Web of Science ®Google Scholar
• Silva, P., Travassos, B., Vilar, L., Aguiar, P., Davids, K., Araújo, D., & Garganta, J. (2014). Numerical relations and skill level constrain co-adaptive behaviors of agents in sports teams. PLoS ONE, 9(9), e107112.
   PubMed Web of Science ®Google Scholar
• Silva, P., Vilar, L., Davids, K., Araújo, D., & Garganta, J. (2016). Sports teams as complex adaptive systems: Manipulating player numbers shapes behaviours during football small-sided games. SpringerPlus, 5(1).
   Google Scholar
• Timmerman, E. A., Farrow, D., & Savelsbergh, G. J. (2017). The effect of manipulating task constraints on game performance in youth field hockey. International Journal of Sports Science & Coaching, 12(5), 588–594.
   Web of Science ®Google Scholar
• Travassos, B., Araújo, D., Duarte, R., & McGarry, T. (2012). Spatiotemporal coordination patterns in futsal (indoor football) are guided by informational game constraints. Human Movement Science, 31(4), 932–945.
   PubMed Web of Science ®Google Scholar
• Travassos, B., Gonçalves, B., Marcelino, R., Monteiro, R., & Sampaio, J. (2014). How perceiving additional targets modifies teams’ tactical behavior during football small-sided games. Human Movement Science, 38, 241–250.
   PubMed Web of Science ®Google Scholar
• Ueda, F., Masaaki, H., & Hiroyuki, H. (2014). The causal relationship between dominant region and offense- defense performanceâ: focusing on the time of ball acquisition. Football Science, 17.
   Google Scholar
• Vilar, L., Araújo, D., Davids, K., & Bar-Yam, Y. (2013). Science of winning soccer: Emergent pattern-forming dynamics in association football. Journal of Systems Science and Complexity, 26(1), 73–84.
   Web of Science ®Google Scholar
• Vilar, L., Araújo, D., Davids, K., Travassos, B., Duarte, R., & Parreira, J. (2014). Interpersonal coordination tendencies supporting the creation/prevention of goal scoring opportunities in futsal. European Journal of Sport Science, 14(1), 28–35.
   PubMed Web of Science ®Google Scholar
• Winter, D. A. (2009). Biomechanics and motor control of human movement (4 ed.). Hoboken, NJ: John Wiley & Sons, Inc.
   Google Scholar
• Yue, Z., Broich, H., Seifriz, F., & Mester, J. (2008). Mathematical analysis of a soccer game. Part I: Individual and collective behaviors. Studies in Applied Mathematics, 121(3), 223–243.
   Web of Science ®Google Scholar