AI, BlazePod Sensors, and Head Vests Implemented in Assessments on Reaction Time and Gaze Training Program in U10 Football Game
Source abstract
Abstract
In the context of the development of technologies, every sports club tends to improve its training methods to obtain the best possible results in sports training. The goal of the research is to develop a specialized training program designed to enhance ball-control skills so that children can play soccer with increased confidence, therefore reinforcing their need for constant visual contact with the ball during possession. The study participants are children between the ages of 8 and 10, who have acquired at least one year of consistent and well-structured football practice, divided into two groups, experimental group I and control group II. The T-Blaze test training, the Adams test, and the registration of the degree of head tilt using artificial intelligence and visual recognition were implemented. During the training, the authors used the BlazePod sensors to measure participants’ times more precisely, thus avoiding the inaccuracy of using a classic timer. At the same time, the authors used the Vesta HeadUp to block the child’s view of the ball when he has possession of the ball or is very close to it. The recording of time spent playing head-up and head-down revealed statistically significant differences between the three test sessions in favor of the experimental group. Considering the statistically substantial influence obtained, the authors can conclude that our intervention program based on specific means and using HeadUp vests was a decisive factor in achieving improved performance.
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Research context
OpenAlex topics: Diverse Approaches in Healthcare and Education Studies · Educational Technology and Pedagogy · Innovation in Digital Healthcare Systems
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
Faculty of Physical Education and Sport, National University of Physical Education and Sport, 060057 Bucharest, Romania
Funding
The Human Capital Operational Program 2014–2020 (POCU), Romania
References (45)
Show source-provided references
1. Affirming Wellness Culture Through Innovative Methodology Related to Blaze-Pod Trainer System
2. Badau, D., and Badau, A. (2022). Optimizing reaction time in relation to manual and foot laterality in children using the Fitlight technological systems. Sensors, 22.10.3390/s22228785 ↗
3. Blazes: Coordination Analysis and Placement for Distributed Programs10.1145/3110214 ↗
4. Methods for increasing the game action performance in football by valorizing the cognitive processes10.1016/j.sbspro.2014.02.228 ↗
5. Gozu, B. (2018, January 14–16). Study regarding the importance of psychomotor evaluation of the young soccer players. Proceedings of the International Congress of Physical Education, Sports and Kinetotherapy “Education and Sports Science in 21st Century”, Bucharest, Romania.
6. Knight, C.J., Harwood, C.G., and Gould, D. (2018). ‘Better people make better athletes’: Promoting a positive youth development approach with young athletes. Sport Psychology for Young Athletes, Routledge.10.4324/9781315545202 ↗
7. Mitrache, G., Tudos, Ș., and Predoiu, R. (2018). Sinteze de Psihopedagogie—Învățarea și Subsistemul Cognitiv, Discobolul.
8. Emotions, cognitive interference, and concentration disruption in youth sport10.1080/02640414.2012.738303 ↗
9. Psychosocial development in youth soccer players: Assessing the effectiveness of the 5C’s intervention program10.1123/tsp.2014-0161 ↗
10. Changes of technical preparedness of 13-14-year-old handball players to develop high-speed and power abilities
11. The influence of modern means on coordinative component to junior 1 soccer players10.1016/j.sbspro.2014.02.242 ↗
12. The relationship of limb muscle power, balance, and coordination with instep shooting ability: A correlation study in under-18 football athletes
13. The pass efficiency of midfield players is correlated with goals scored in modern football
14. Yeadon, M.R., and Pain, M.T.G. (2023). Fifty years of performance-related sports biomechanics research. J. Biomech., 155.10.1016/j.jbiomech.2023.111666 ↗
15. Tarnovschi, A., and Racu, J. (2017). Psihologia Proceselor Cognitive. [Bachelor’s Thesis, State University of Moldova].
16. Cohen, J. (1988). Statistical Power Analysis for the Behavioral Sciences, Routledge.
17. Labar, A.V. (2008). SPSS Pentru Stiintele Educatiei, Polirom.
18. OpenPifPaf: Composite fields for semantic keypoint detection and spatio-temporal association10.1109/TITS.2021.3124981 ↗
19. Freestyle gymnastic exercise can be used to assess complex coordination in a variety of sports10.1016/j.jesf.2019.11.002 ↗
20. Use of deep learning in soccer video analysis: Survey10.1007/s00530-022-01027-0 ↗
21. Perceptual-cognitive performance of youth soccer players in a 360°-environment—Differences between age groups and performance levels10.1016/j.psychsport.2021.102120 ↗
22. Effects of mental fatigue on passing decision-making performance in professional soccer athletes10.1080/17461391.2019.1656781 ↗
23. Improving children’s coordinative skills and executive functions: The effects of a football exercise program10.1177/0031512515627527 ↗
24. Stoica, M., Blejan, C., and Dreve, A. (2019). Aspects regarding the cognitive training of high-performance football players. Discobolul Phys. Educ. Sport Kinetotherapy J., 298–303.
25. The effect of sports on the attention levels of primary school students
26. Physical-motor development in children at elementary school—Article review10.2478/spes-2020-0020 ↗
27. Gidu, D.V., Badau, D., Stoica, M., Aron, A., Focan, G., Monea, D., Stoica, A.M., and Calota, N.D. (2022). The effects of proprioceptive training on balance, strength, agility, and dribbling in adolescent male soccer players. Int. J. Environ. Res. Public Health, 19.10.3390/ijerph19042028 ↗
28. The relationship between coaching and management during the pre-competition period and its influence on the performance results for 16–18 years old soccer players
29. Badau, D., Badau, A., Ene-Voiculescu, C., Larion, A., Ene-Voiculescu, V., Mihaila, I., Fleancu, J.L., Tudor, V., Tifrea, C., and Cotovanu, A.S. (2022). The Impact of Implementing an Exergame Program on the Level of Reaction Time Optimization in Handball, Volleyball, and Basketball Players. Int. J. Environ. Res. Public Health, 19.10.3390/ijerph19095598 ↗
30. Morina, B., Miftari, F., and Badau, D. (2021). Fitness level differences between students in Kosovo and Montenegro. Educ. Sci., 11.10.3390/educsci11030140 ↗
31. The art of dominating in soccer play
32. The importance of psychological preparation in football
33. Validity and reliability evidence for the Behavioral Regulation in Sport Questionnaire with Romanian professional athletes10.7717/peerj.12803 ↗
34. The effects of using small-sided games on the development of endurance in elite youth football players (U17)
35. The effect of motion games on improving the psychomotor and intellectual performance of children with autism spectrum disorder and intellectual disabilities10.12680/balneo.2021.453 ↗
36. Differential effects of attentional focus strategies during long-term resistance training10.1080/17461391.2018.1447020 ↗
37. The development of conditional motor skills by means of courses and applicative circuits in 6th-grade girls during the physical education class10.14529/hsm170406 ↗
38. The influence of physiological parameters on game efficiency in team handball10.12680/balneo.2023.590 ↗
39. Reliability and Validity of ÇAĞIN Hand and Foot Reaction Tests Protocol
40. Test-Retest Reliability of a Visual-Cognitive Technology (BlazePod™) to Measure Response Time
41. Ezhov, A., Zakharova, A., and Kachalov, D. (2021, January 28–29). Modern Light Sport Training Systems: Critical Analysis of Their Construction and Performance Features. Proceedings of the 9th International Conference on Sport Sciences Research and Technology Support (icSPORTS 2021), Online.10.5220/0010677900003059 ↗
42. Srivastava, S., Ershadi, A., Haghi, M., and Deserno, T.M. (2023). Reliability Estimation of Armchair-Based Capacitive ECG Using Video-Based Pose Estimation, SPIE. Available online: https://www.spiedigitallibrary.org/conference-proceedings-of-spie/12469/124690E/Reliability-estimation-of-armchair-based-capacitive-ECG-using-video-based/10.1117/12.2654327.short.10.1117/12.2654327 ↗
43. Tudor, V. (2013). Măsurare și Evaluare în Sport, Editura Discobolul.
44. Chander, H., McCrory, A., Chandler, S.J., Freeny, S., Griffith, A., Burch, R., Strawderman, L., and Knight, A.C. (2023). Noise Interference Impacts Simple and Choice Response Times during a Lower Extremity Cognitive–Motor Task. Clin. Transl. Neurosci., 7.10.3390/ctn7010004 ↗
45. Toward contactless human thermal monitoring: A framework for Machine Learning-based human thermo-physiology modeling augmented with computer vision10.1016/j.buildenv.2023.110850 ↗