CC BY
352017
Classification of 11-13 yrs girls' motor fitness, considering evel of physical exercises' mastering
Ivashchenko O.V
H.S. Skovoroda Kharkiv National Pedagogical University
0
Abstract
Purpose:
Material: Results:
Conclusions:
Keywords:
to determine the prospects of classification of 11-13 yrs girls' motor fitness, considering level of physical exercises' mastering.
in the research 11 yrs girls (n=51), 12 years (n=54) and 13 years girls (n=63) participated. first function explains results' variation by 76.7%, second - by 23.3%. It witnesses that it is possible to classify girls' age distinctions, basing on motor fitness testing, considering level of physical exercises' mastering. Structural coefficients of first canonic discriminant function points that substantial difference between 11 and 12-13 yrs girls is observed in levels of speed, dynamic and static power; in motor coordination and level of acrobatic exercises' mastering.
analysis of canonic discriminant function's coefficients showed that system of children and adolescents' physical education has hierarchic structure. In this system, training of motor abilities depends on formation of motor skills.
motor abilities, level of mastering, discriminant analysis, girls.
Introduction
The problem of schoolchildren physical education's optimization has been remaining relevant during recent decades. Demand in seeking new approaches to physical culture planning in comprehensive educational establishments is pointed at by researches of scientists [9]. The authors found tendencies of pupils' functional state changes, depending on systemic character of physical culture trainings and motor functioning in vacations. It was determined that planning of educational process requires certain periodizing of pupils' physical training according to their adaptation potentials [9]. I. Bondar points at relevance of integrative physical education of different health groups' pupils [1]. Yu. Vaskov regarded theoretical aspects and conditions of implementation in educational process such innovative approaches as cultural, competence, synergetic, axiological and achmeological. The author opened ways of the mentioned approaches' implementation in real educational process. The author proved, that implementation of innovative approaches facilitate improvement of educational process's organization on the base of personality-oriented approach to pupils [2].
In schoolchildren's physical education there are other directions, connected with study of the following: training of strength [5, 7]; schoolchildren's functional and coordination fitness [6] gymnastic exercises' training [17]; mastering of gymnastic and light athletic exercises [20, 28]. The authors found: special aspects of functional, coordination and power fitness of children and adolescents [4, 11]; they determined dependence of power loads' training effects on regimes of exercises' fulfillment and rest [18, 23]. The process of motor actions training was studied from positions of inter-disciplinary connections. Influence of training methodic for skills and abilities with application of inter-disciplinary connections on motor © Ivashchenko O.V., 2017 doi:10.15561/18189172.2017.0203
fitness in light athletic was found [12, 13]. In other studies it was determined: special aspects of verbal information influence on formation of children's and adolescents' motor skills [14]; formation of motor competence [15]; formation of meta-cognitive behavior [16]; verbal perception in the process of sport movements' mastering [19]; optimization of exercises' repetition regimes and rest intervals in motor skills' formation [20, 26, 28].
In available scientific literature there are a few data about wholeness of motor skills' training and education of children and adolescents [27, 29]. Thus, study of prospects of classification of 11-13 yrs girls' motor fitness, considering mastering level of physical exercises, is rather relevant.
The purpose of the research is to study the prospects of classification of 11-13 yrs girls' motor fitness, considering level of physical exercises' mastering.
Material and methods
Participants: in the research 11 yrs girls (n=51), 12 years (n=54) and 13 years girls (n=63) participated.
Organization of the research: we registered: body height, body mass, vital capacity of lungs, right and left hand dynamometry. Results of the following tests were registered: "Pressing ups in lying position, times", "Chin ups in lying position, times", "Legs' rising on wall bars, times", "Angle, resting on parallel bars, sec.", "Torso rising in sitting position from lying position during 1 min., times", "Forward torso bending from sitting position with legs apart, cm", "Hanging on bent arms, sec.", "Torso rising from lying on abdomen position during 30 sec., times", "Long jumps from the spot, cm", Throw of filled ball (1 kg) from sitting position, cm", "Shuttle run 4x9 m, sec" [25].
Mastering of gymnastic exercises was found with the following: "Forward roll", Backward roll", "Vault", "Rope climbing, three times", "Bridge", "Stance on
shoulder blades" [27].
Statistical analysis: processing of the research material was carried out with the help of IBM SPSS 20 program. Discriminant analysis helped to create prognostic model of belonging to group. This model builds discriminant function (or set of discriminant functions, if they are more than two) in the form of predictors-variables linear combination. It ensures the best groups' distribution. These functions are built basing on set of observations, belonging to groups of which is known. Further, these functions can be applied to new observations with known predictors-variables and unknown group belonging.
For every canonic discriminant function we calculated own value, dispersion percentage, canonic correlation, Wilks' Lambda, %- Chi-square.
Results
Results of the research are presented in tables 1-5.
The first canonic function explains variation of results by 76.7 %; the second - by 23.3 %. It witnesses about high informational potential of first and second canonic functions (r1 = 0.919; r2 = 0.789) (see table 1). In table 2 we give material of canonic functions' analysis. The first line contains value X=0.059 and statistical significance p=0.001 for all set of canonic functions. The second line contains the data after excluding first function (X=0.378; p=0.001). The first and the second functions have high discriminant potential and meaning in interpretation in respect to general communality.
In table 3 normalized coefficients of canonic discriminant function are given. In the first canonic function with the highest contribution variables, which characterize physical condition, dynamic and static strength, are included. In the second canonic function with the highest contribution variables, which characterize speed-, dynamic and static strength, motor coordination and level of acrobatic exercises' mastering, are included.
Structural coefficients of first discriminant function (coefficients of variables' correlation with function) witness that this function is most of all connected with the following variables: physical condition; speed-, dynamic and static strength; level of physical exercises' mastering. Structural coefficients of second discriminant
Table 1. Canonic discriminant function. Own values
function points that this function is mostly connected with flexibility and level of "Stance on shoulder blades" mastering (see table 3).
In table 4 we present results of classification of girls' motor fitness, considering level of physical exercises'mastering: 95.8 % of outcome grouped observations are classified correctly. Thus, canonic discriminant function can be used for determination of special aspects of control over training process and development of children's and adolescents' motor skills.
Diagram in fig. 1 witnesses about density of objects inside every class and about expressed boarder between classes. On positive pole of first function there are centroids of 13 yrs girls' state; on negative pole - there are centroids of 1q yrs girls' state. It shows that classification of 11-13 yrs girls' motor fitness, comsidering the level of physical exercises' mastering, permits to regard system of children's and adolescents' physical education as a hierarchic system. In this system development of motor abilities obeys to the process of motor skills' formation (see fig. 2).
Discussion
In the present research we regarded assumption about wholeness of motor abilities' development and training from positions of systemic approach [3, 8].
Earlier it was found that results' variation in total dispersion of 11-13 yrs girls by 81.259%, 79.353%, and 71.019% depends on motor fitness and level of physical exercises' mastering. In factorial structure level of physical exercises' mastering contributes 16.435% (11 yrs), 27.963% (12yrs) and 17.010% (13 years). Analysis of communalities showed that in 11-13 yrs girls development of motor abilities is effective [31]. The given results characterize connections of functioning (by terminology of systemic approach) [3].
The received data characterize connections of development and point that system of children's and adolescents' physical education has hierarchic structure. In this system motor abilities' development obeys to process of motor skills' formation (see fig. 2).
The mentioned data supplement results of Xu X. [30] and Ye. Repko about influence of physical characteristics on motor skills' formation in primary schoolchildren [10];
Function Own values % of explained disper- Cumulative % Canonic correlation
sion
1 5.430 76.7 2 1.645 23.3 76.7 100.0 .789 .919
Table 2. Canonic discriminant function. Wilks' Lambda,
Functions' check up Wilks' Lambda, Chi-square. Degrees of freedom P
from 1 to 2 .059 437.819 2 .378 150.297 44 21 .000 .000
Table 3. Coefficients of canonic discriminant function
Normalized coefficients Structural coefficients
№ Function Function
1 2 1 2
1 Body height, cm .341 -.152 .444* -.022
2 Body mass, kg -.123 -.117 .262* -.011
3 Vital capacity of lungs (VCL) cm3 .102 .232 .258* -.056
4 Right hand dynamometry, kg .159 .000 .316* -.080
5 Left t hand dynamometry, kg -.088 -.109 .268* -.130
6 Pressing ups in lying position, times -.472 .081 .222* -.092
7 Chin ups in lying position, times .245 -.446 .436* -.085
8 Legs' rising on wall bars, times -.244 .688 .213* .049
9 Angle, resting on parallel bars, sec. -.536 -.406 -.070* -.200
10 Torso rising in sitting position from lying on back position during 1 minute, times .455 -.379 .298* -.234
11 Forward torso bending from sitting position with feet apart, cm .008 .513 -.017 .362*
12 Hanging on bent arms, sec. .469 .159 .390* .050
13 Torso rising from lying on abdoment position during 30 sec., times .548 -.149 .405* -.271
14 Long jump from the spot, sm .059 .554 .369* .343
15 Throw of filled ball (1 kg) from sitting position, cm .490 .354 .519* .243
16 Shuttle run 6ir 4x9 m, sec. -.181 .471 -.231* .249
17 Forward roll, mastering level -.184 .579 .198* -.052
18 Backward roll, mastering level .184 -.446 .260* -.162
19 Vault, mastering level -.060 -.138 .288* -.023
20 Rope climbing three times, mastering level -.133 .188 .224* -.078
21 Bridge, mastering level -.464 .068 -.016* -.109
22 Stance on shoulder baldes, mastering level .042 -.366 .249 -.300*
Table 4. Results of classification
Age
Predicted belonging to group 11,00 12,00
13,00
Total
11.00 51
Frequency 12.00 2
Outcome 13.00 1
data 11.00 100.0
% 12.00 3.7
13.00 1.6
0 50
.0
92.6 3.2
0 2 60 .0 3.7 95.2
51 54 63 100.0 100.0 100.0
2
Khudolii O.M. about factors, influencing on effectiveness of gymnastic exercises' mastering [28].
The fulfilled discriminant analysis permitted to regard the processes of motor abilities' development and training as one. It supplements the data of other authors [21, 22] about effectiveness of multi-dimensial analysis application in physical education. Analysis of canonic function's normalized and structural coefficients permitted to find the role of one or another indicator in the structure of the process. It points at need in application of multi-dimensional methods of mathematical statistic in studying laws of children's and adolescents' physical education [24, 25].
Analysis of first and second canonic functions showed that in classification of 11-13 yrs girls' motor fitness it is necessary to consider the level of physical exercises' mastering. In table 5 we present point-by-point statistics of classification of 11-13 yrs girls' motor fitness. These data witness that 95.8% of outcome grouped observations were classified correctly.
So, discriminant analysis permitted to answer the question: how confidently it is possible to separate one class from other basing on set of offered variables; which of these variables influence the most substantially on recognition of classes; to which class object belongs on the base of discriminant variables.
Fig.1 Canonic di scriminant functions. Diagram of results of classification of 11-13 yrs girls' motor fitness, considering the level of physical exercises' mastering
Fig. 2. Diagram of motor abilities' development and process of motor skills' formation in 11-13 yrs girls Table 5. Point-by-point statistics
Observation number
Actual group
The most confident group
n .,• * p(D>d I G=g)
Predicted group
P +
P(G=g | D=d)
Square of Mahalonobis distance to center
11 11 11 11 11
11 11 11 11 11
.861 .218 .237 .995 .404
1.000 .812 1.000 1.000 .934
.300 3.051 2.879 .010 1.810
Conclusions
Normalized coefficients of canonic discriminant function permit to find correlation of variables' contribution in function's result. The first function explains results' variation by 76.7% (p<0.001), the second - by 23.3% (p<0.001). It proves that it is possible to classify age distinctions of 11-13 yrs girls, basing on motor fitness testing, considering level of physical exercises' mastering..
Structural coefficients of first canonic discriminant function point that significant difference between 11 and 12-13 yrs girls is observed in the following: speed-, dynamic and static strength; motor coordination and mastering of acrobatic exercises. Structural coefficients of second canonic discriminant function point that substantial difference between 12 and 13 yrs girls is observed in flexibility and level of "Stance on shoulder blades" mastering.
^^22017
Analysis of canonic discriminant functions' coefficients shows that the received data characterize correlations of development. System of children's and adolescents' physical education has hierarchic structure, in which development of motor abilities obeys to motor skills' formation.
Acknowledgements
The study has been fulfilled in compliance with plan
References
1. Bodnar I. Integrativne fizichne vikhovannia shkoliariv riznikh medichnikh grup [Integrative physical education of different health groups' schoolchildren]. Lviv: LSUPC; 2014. (in Ukrainian)
2. Vas'kov IuV. Innovacijni pidkhodi do organizacii fizichnogo vikhovannia uchniv zagal'noosvitnikh navchal'nikh zakladiv [Innovative approaches to organization of comprehensive educational establishments' pupils physical education], Teoria ta metodika fizichnogo vikhovannia, 2016;4:5-12. doi:10.17309/tmfv.2016.4.1174 (in Ukrainian)
3. Vlasov A, Demichkovs'kij A, Ivashchenko O, Lopat'iev A, Pitin M, P'ianilo Ia, Khudolii O. Sistemnij pidkhid i matematichne modeliuvannia biologichnikh ta prirodnikh ob'iektiv i procesiv [Systemic approach and mathematical modeling of biological and natural objects and processes]. Fiziko-matematichne modeliuvannia ta informacijni tekhnologii, 2016;23:17-28. (in Ukrainian)
4. Ivashchenko OV, Shepelenko GP. Porivnial'na kharakteristika koordinacijnoi i silovoi pidgotovlenosti uchniv serednikh klasiv [Comparative characteristics of Coordination fitness and power of middle class]. Teoria ta metodika fizichnogo vikhovannia, 2014;2:22-30. doi:10.17309/tmfv.2014.2.1096 (in Ukrainian)
5. Ivashchenko OV, Mushketa R, Khudolii OM, Iermakov SS. Kharakteristika silovoi pidgotovlenosti khlopciv 6-7 klasiv [Characteristic force preparedness boys 6-7 grades]. Teoria ta metodika fizichnogo vikhovannia, 2014;3:17-24. doi:10.17309/tmfv.2014.3.1104 (in Ukrainian)
6. Ivashchenko OV, Pashkevich SA, Krinin IuV. Porivnial'na kharakteristika funkcional'noi, koordinacijnoi i silovoi pidgotovlenosti khlopciv 8-9 klasiv [Comparative characteristics of functional coordination and force readiness boys 8-9 grades]. Teoria ta metodika fizichnogo vikhovannia, 2014;2:31-39. doi:10.17309/tmfv.2014.2.1099 (in Ukrainian)
7. Ivashchenko OV, Ceslicka M, Khudolii OM, Iermakov SS. Modeliuvannia silovoi pidgotovlenosti divchatok 6-7 klasiv [Modeling power fitness girls grades 6-7]. Teoria ta metodika fizichnogo vikhovannia, 2014;3:10-16. doi:10.17309/ tmfv.2014.3.1103 (in Ukrainian)
8. Kozina Zh. Teoretichni osnovi i rezul'tati praktichnogo zastosuvannia sistemnogo analizu v naukovikh doslidzhenniakh v oblasti sportivnikh igor [Theoretical principles and results of systemic analysis practical application in scientific researches of sport games]. Teoria ta metodika fizicnogo vihovanna, 2007; 6:15-18. (in Ukrainian)
9. Krucevich T, Trachuk S, Napadij A. Planuvannia navchal'nogo procesu z fizichnoi kul'turi uchniv serednikh klasiv v zagal'noosvitnikh navchal'nikh zakladakh [Planning of physical culture training process for secondary comprehensive schools' pupils]. Teoriia i metodikafizichnogo vikhovannia i sportu, 2016;1:36-42. (in Ukrainian)
10.Repko E, Kozin S, Kostyrko A. Obuchenie dvigatel'nym
of scientific-research works of Ministry education and science, youth and sports of Ukraine by topic 13.04. "Modeling of children's and adolescents' motor abilities' training and development" (2013-2014) (state registration number 0113U002102).
Conflict of interests
The author declares that there is no conflict of interests.
dejstviiam detej doshkol'nogo i mladshego shkol'nogo vozrasta na osnove ikh psikhologicheskikh i fizicheskikh osobennostej na primere skalolazaniia [Training of pre school age and junior school age children to motor actions on the base of their psychological and physical characteristics on example of rock climbing]. Zdorov'e, sport, reabilitaciia, 2016; 2:46-50.
11.Khudolii OM, Ivashchenko OV. Osoblivosti funkcional'noi, koordinacijnoi i silovoi pidgotovlenosti divchat 7-8 klasiv [Features functional coordination force preparedness and girls grades 7-8]. Teoria ta metodika fizichnogo vikhovannia, 2014;2:15-21. doi:10.17309/tmfv.2014.2.1095
12.Al-Ravashdeh Abdel Baset, Kozina ZL, Bazilyuk TA, Ilnickaya AS. Methodic of senior pupils' training to throwing movements on the bases of technology of complex impact on motor and intellectual development. Pedagogics, psychology, medical-biological problems of physical training and sports, 2015;19 (11), 3-10. doi:10.15561/18189172.2015.1101
13.Al-Ravashdeh Abdel Baset, Kozina Zh.L., Bazilyuk T.A., Ilnickaya, A.S. Influence of motor skills' training methodic on senior pupils' speed-power and endurance qualities at light athletic trainings with aplication of interdisciplinary connections. Pedagogics, psychology, medical-biological problems of physical training and sports, 2015; 19(10):3-10. doi:10.15561/18189172.2015.1001
14.Altunsoz IH, Goodway JD. Skiping to motor competence: the influence of project successful kinesthetic instruction for preschoolers on motor competence of disadvantaged preschoolers. Physical Education and Sport Pedagogy, 2016;21(4): 366-385. doi:10.1080/17408989.2015.1017453
15.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, 2016;16(4):21-30. doi:10.14589/ido.16.4.4
16.Chatzipanteli A, Digelidis N, Karatzoglidis C, Dean R. A tactical-game approach and enhancement of metacognitive behaviour in elementary school students. Physical Education and Sport Pedagogy, 2016;21(2):169-184. doi:10.1080/174 08989.2014.931366
17.Chernenko SO. Effectieness of junior form pupils' training of gymnastic exercises in different modes of their fulfillment. Pedagogics, psychology, medical-biological problems of physical training and sports, 2015;19(8):65-74. doi:10.15561/18189172.2015.0809
18.Cieslicka M, Ivashchenko O. Features of formation of the cumulative effect of power loads in boys 7 years old. Journal of Education, Health and Sport, 2017;7(1):198-208. doi:10.5281/zenodo.250599
19.Darnis F, Lafont L. Cooperative learning and dyadic interactions: two modes of knowledge construction in socio-constructivist settings for team-sport teaching. Physical Education and Sport Pedagogy, 2015;20(5):459-473. doi:1 0.1080/17408989.2013.803528
20.Ivashchenko OV, Kapkan OO. Simulation of process of 14-
15 years old girls' training of light athletic and gymnastic exercises. Pedagogics, psychology, medical-biological problems of physical training and sports, 2015;19(8):32-39. doi:10.15561/18189172.2015.0805 21.Ivashchenko O, Khudolii O, Yermakova T, Iermakov S, Nosko M, Nosko Y. Factorial and discriminant analysis as methodological basis of pedagogic control over motor and functional fitness of 14-16 year old girls. Journal of Physical Education and Sport, 2016;16(2):442 - 451. doi:10.7752/ jpes.2016.02068 22.Ivashchenko O, Khudolii O, Iermakov S, Lochbaum MR, Cieslicka M, Zukow W, et al. Intra-group factorial model as the basis of pedagogical control over motor and functional fitness dynamic of 14-16 years old girls. Journal of Physical Education and Sport, 2016;16(4):1190 - 1201 23.Ivashchenko O, Cieslicka M. Features of evaluations of power loadsin boys 7 years old. Journal ofEducation, Health and Sport, 2017;7(1):175-183. doi:10.5281/zenodo.249184 24.Ivashchenko OV. Methodic of pedagogic control of 1617 years' age girls' motor fitness. Pedagogics, psychology, medical-biological problems of physical training and sports, 2016;5:26-32. doi:10.15561/18189172.2016.0504 25.Ivashchenko OV, Kapkan OO. Informative pedagogic control indicators of 14-15 years age girls' motor fitness. Pedagogics, psychology, medical-biological problems of physical training and sports, 2016;6:18-25.
doi:10.15561/18189172.2016.0603
26.Kapkan OO. Features of 14-15 years' age boys' training to physical exercises. Pedagogics, psychology, medical-biological problems of physical training and sports, 2015;19(9):26-32. doi:10.15561/18189172.2015.0904
27.Khudolii OM. Teoretiko-metodichni zasadi sistemi pidgotovki iunikh gimnastiv 7-13 rokiv. Dokt. Diss. [Theoretical-methodic principles of system of junior, 7-13 yrs. age, gymnasts' training. Dokt. Diss.], Kiev; 2011. (in Ukrainian)
28.Khudoli, OM, Ivashchenko OV, Chernenko SO. Simulation of junior shcoolchildren's training to acrobatic exercises and vaults. Pedagogics, psychology, medical-biological problems of physical training and sports, 2015;19(7):64-71. doi:10.15561/18189172.2015.0709
29.Khudolii OM, Ivashchenko OV, Iermakov SS, Rumba OG. Computer simulation of junior gymnasts' training process. Science of Gymnastics Journal, 2016;8;(3):215-228.
30.Xu X, Ke F. From psychomotor to 'motorpsycho': Learning through gestures with body sensory technologies. Educational Technology Research and Development, 2014;62;(6):711-741. doi:10.1007/s11423-014-9351-8
31. Ivashchenko OV. Special aspects of motor fitness influence on level of 11-13 years' age girls' physical exercises' mastering. Pedagogics, psychology, medical-biological problems of physical training and sports, 2017; 21(1): 11-17. doi:10.15561/18189172.2017.0102
Information about the author:
Ivashchenko O.V.; http://orcid.org/0000-0002-2708-5636; [email protected]; H.S. Skovoroda Kharkiv National Pedagogical University; Alchevskyh str. 29, Kharkov, 61002, Ukraine.
Cite this article as: Ivashchenko O.V. Classification of 11-13 yrs girls' motor fitness, considering level of physical exercises' mastering. Pedagogics, psychology, medical-biological problems of physical training and sports, 2017;2:65-70. doi: 10.15561/18189172.2017.0203
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Received: 21.01.2017
Accepted: 01.02.2017; Published: 30.04.2017
