The teams’ formation in sport aerobics on the basis of application of multidimensional analysis methods

Zh.L. Kozina, T.V. Shepelenko, Miroslawa Cieslicka, Katarzyna Prusik, Radoslaw Muszkieta, A.V. Osiptsov, V.M. Kostiukevych, T.A. Bazilyuk, I.N. Sobko, O.A. Ryepko, S.B. Polishchuk, A.S. Ilnickaya


The purpose of the research is to develop the principles of team’s formation in sport aerobics with application of factorial and cluster analysis’ methods. Material: in a research girls (n=24) from the sport aerobics national team (Kharkiv, Ukraine) participated. The athletes were given full medical examination by determination of functional condition of an organism (arterial blood pressure, indicators of a variability of the rhythm of the heart, treadbahn testing), a psycho-physiological condition (time’s determination of simple and complex reaction). It was defined physical development and physical fitness and vestibular stability. Results. The mathematical and visual models of each group of athletes were developed. The cluster analysis permitted selection of 8 groups of girls. The athletes of each group can incorporate with each other in teams for different competitive categories. The each group of athletes should select appropriate programs according to the features of their personal factorial structure of fitness. The general recommendations about selection of programs’ story lines for athletes of each group are developed. Conclusions. The possibilities of athletes’ groups formation (in pairs, in trio, in five) for mixed performances are revealed. It is determined that it is possible to select athletes with similar qualities (representatives of one cluster) and with different qualities (representatives of different clusters) for mixed performances.


personal; algorithm; aerobics; cluster

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Hu CF, Xiang Y. Analysis the Relationship of System. Theory and Aesthetics of the Aerobics, 2013;45:101-104.

Jiang G, Ji Z, Li X, Guo L. Biomechanical Analysis on Free Falls and Straddle Jump to Push up Difficulty Elements in Sports Aerobics. 9th China National Convention on Sport Science Location: Shanghai; 2012. P. 114-7.

Li A. An Analysis of Physiological and Psychological Rehabilitation from Injuries of Sport Aerobics Athletes. Advances in Education Research. 2014;63:206-209.

Liu CS. Research on Application of Computer Network Technology in Sports Competition Evaluation. Advances in Intelligent Systems Research. 2012;19:842-4.

Nehra NK. Causes and Precautions of Sports Injuries in Competitive Aerobics. Common Development of Sports and Modern Society. 2014;2:49-52.

Nunez RA, Gutierrez-Sanchez A, Santana MV. Aerobic gymnastics injuries. Review article. Revista Internacional De Medicina. 2013;13(49):183-99.

Qiu QE, Hu QL, Gu YD, Liu GP. Experimental Study on Mechanical Properties of Sole materials of Aerobics sports shoes. Advanced Materials Research. 2012;3: 77-9.

Wang X. Study on Daily Training Method of Competitive Aerobics. Advances in Education Research. 2013;38:231-4.

Wang Z, Wang XT, Qi ZC. Study on the Teaching Sequence of Ladies' Competitive Aerobics Level III Difficult Movements. Lecture Notes in Management Science. 2012;6:94-98.

Wu T. The experimental research on Dynamic hierarchical mode. Information Technology and Industrial Engineering, 2014;1(2):1041-8.

Xu WJ. Competitive aerobics training method model based on human biomechanics. Transactions on Information and Communication Technologies, 2014;1(2):1041-8.

Yang H, Zheng SB. Kinematic Analysis of Wensen Push-ups in Sport Aerobics. Transactions on Information and Communication Technologies, 2012;1(2):112-5.

Huang WY, Zhang JA, Liu XX, Yang NE. Factors to Influence HRV of Aerobics Athletes under Increasing Load. 21st Pan-Asian Congress of Sports and Physical Education Location: Jiangxi Normal Univ, Nanchang; 2010. P. 49-52.

Li L, Peng QY, Liu XW. Application Theory of Digital Editing Techniques in the Music Cremation of Aerobic Dancing. Proceedings of the 8th International Symposium on Computer Science in Sport, 2011. P. 343-347.

Luo MF, Xu GG. Research on the Spiritual Values of the Charm of Aerobics Sport. Second international conference on education and sports education, 2011. P. 113-116.

Zhao JJ, Gao YM. A Research on the Difficulty Movements Training of Competitive Aerobics in Colleges. Second international conference on education and sports education, 2011. P. 209-211.

Mayorga-Vega D, Montoro-Escano J, Merino-Marban R, Viciana J. Effects of a physical education-based programme on health-related physical fitness and its maintenance in high school students: A cluster-randomized controlled trial. European Physical Education Review. 2016;22(2):243-59.

Nyberg G, Meckbach J. Exergames "as a teacher' of movement education: exploring knowing in moving when playing dance games in physical education. Physical Education and Sport Pedagogy. 2017;22(1):1-14.

Chen H, Sun HC, Dai J, Griffin M. Relationships Among Middle School Students' Expectancy Beliefs, Task Values, and Health-Related Fitness Performance. Journal of Teaching in Physical Education. 2017;36(1):40-9.

Iermakov SS, Podrigalo LV, Jagiello W. Hand-grip strength as an indicator for predicting the success in martial arts athletes. Archives of Budo. 2016;12:179-86.

Giovanelli N, Taboga P, Rejc E, Lazzer S. Effects of strength, explosive and plyometric training on energy cost of running in ultra-endurance athletes. European Journal of Sport Science. 2017;17(7):805-13.

Sindiani M, Eliakim A, Segev D, Meckel Y. The effect of two different interval-training programmes on physiological and performance indices. European Journal of Sport Science. 2017;17(7):830-7.

Iermakov SS, Arziutov GN, Jagiello W. Quick training of students to judo techniques. Archives of Budo. 2016;12:15-24.

Balko S, Rous M, Balko I, Hnizdil J, Borysiuk Z. Influence of a 9-week training intervention on the reaction time of fencers aged 15 to 18 years. Physical Activity Review. 2017;5:146-54. doi:10.16926/par.2017.05.19

Kriventsova I, Iermakov S, Bartik P, Nosko M, CynarskiW. Optimization of students-fencers’ tactical training. Ido Movement for Culture-Journal of Martial Arts Anthropology, 2017; 17(3), 21-30. doi:10.14589/ido.17.3.3

Arziutov G, Iermakov S, Bartik P, Nosko M, Cynarski WJ. The use of didactic laws in the teaching of the physical elements involved in judo techniques. Ido Movement for Culture-Journal of Martial Arts Anthropology, 2016;16(4):21-30. doi:10.14589/ido.16.4.4

Khudolii OM, Ivashchenko OV, Iermakov SS, Rumba OG. Computer simulation of Junior gymnasts’ training process. Science of Gymnastics Journal, 2016;8(3):215-228.

Podrigalo LV, Iermakov SS, Jagiełło W. Special indices of body composition as a criterion of somatic development of martial arts practitioners. Arch Budo Sci Martial Art Extreme Sport 2017; 13: 5-12.

Osipov AY, Kudryavtsev MD, Iermakov SS , Jagiello W. Topics of doctoral and postdoctoral dissertations devoted to judo in period 2000-2016 – the overall analysis of works of Russian experts. Archives of Budo, 2017; 13: 1-10.

Pivovarnik J. Dual concentration in karate and its use in diagnosis of sport. Physical Activity Review. 2016;4:81-8. doi:10.16926/par.2016.04.10

Bliznevsky AA, Kudryavtsev MD, Iermakov SS, Jagiello W. Formation of active-effective attitude of 12-13 years' judo athletes to sports functioning in competition period. Archives of Budo. 2016;12:101-15.

Osipov AY, Kudryavtsev MD, Iermakov SS , Jagiello W. Criteria for effective sports selection in judo schools – on example of sportsmanship’s progress of young judo athletes in Russian Federation. Archives of Budo, 2017; 13: 179-187.

Rosselli AC, Singer JN. Influential Factors that Contribute to Black Golfers' Participation at the Elite-Level. Physical Activity Review. 2017;5:132-45. doi:10.16926/par.2017.05.18

Dziadek B, Iskra J, Przednowek K. Running preparation and the final decathlon score in terms of sports career development. Physical Activity Review. 2016;4:115-23.doi:10.16926/par.2016.04.14

Wasik J, Gora T. Impact of target selection on front kick kinematics in taekwondo - pilot study. Physical Activity Review. 2016;4:57-61. doi:10.16926/par.2016.04.07

Mata JD, Oliver JM, Jagim AR, Jones MT. Sex Differences in Strength and Power Support the Use of a Mixed-Model Approach to Resistance Training Programing. Strength and Conditioning Journal. 2016;38(2):2-7. doi:10.1519/ssc.0000000000000182

Korobeynikov G, Mazmanian K, Korobeynikova L, Jagiełło W. Psychophysiological states and motivation in elite judokas. Archives of Budo, 2010;6(3):129-136.

Kozina Z, Prusik K, Görner K, Sobko I, Repko O, Bazilyuk T, Kostiukevych V, Goncharenko V, Galan Y, Goncharenko O, Korol S, Korol S. Comparative characteristics of psychophysiological indicators in the representatives of cyclic and game sports. Journal of Physical Education and Sport, 2017;17(2):648 – 655.

Zhanneta K, Irina S, Tatyana B, Olena R, Olena L, Anna I. The applying of the concept of individualization in sport. Journal of Physical Education and Sport. 2015;15(2):172-177. doi:10.7752/jpes.2015.02027

Kozina ZL, Jagiello Wladyslaw, Jagiello Marina. Determination of sportsmen’s individual characteristics with the help of mathematical simulation and methods of multi-dimensional analysis. Pedagogics, psychology, medical-biological problems of physical training and sports, 2015; 19(12): 41-50. doi:10.15561/18189172.2015.1207

Sobko I. An innovative method of managing the training process of qualified basketball players with hearing impairment. Journal of Physical Education and Sport, 2015;15(4):640–645: doi:10.7752/jpes.2015.04097

Kozina ZhL, Prusik Krzysztof, Prusik Katarzyna. The concept of individual approach in sport. Pedagogics, psychology, medical-biological problems of physical training and sports, 2015; 19(3): 28-37. doi:10.15561/18189172.2015.0305


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