The competitive activity structure of highly skilled basketball players on the basis of factor analysis methods

Doroshenko, Eduard; Sushko, Ruslana; Koryahin, Victor; Pityn, Maryan; Tkalich, Iaroslav; Блавт, Оксана

doi:10.5114/hm.2019.85091

Cited by 17 publications

(21 citation statements)

References 22 publications

Supporting

Mentioning

Contrasting

Unclassified

Order By: Relevance

“…The present experimental study for the first time provided data on grouping technical and tactical indicators of the competitive activity of skilled female basketball players in the final tournament of the European Basketball Championship 2017, with differentiation into won and lost games. The study confirmed the experts' opinion (Doroshenko, Sushko, Koryahin, Pityn, Tkalich, & Blavt, 2019;Teck, Wang, & Mallett, 2012) on the possibility of studying technical and tactical indicators of the competitive activity of skilled female basketball players using principal component analysis in won and lost games, which makes it possible to develop prerequisites for improving the training and competitive process, supplementing the system of knowledge about the general theory of athlete training.…”

Section: Discussionsupporting

confidence: 70%

“…The main purpose of using principal component analysis in the theory of athletic training is to reduce the number of competitive activity indicators based on their classification and determination of the structure of internal relationships. By identifying and grouping the hidden (latent) factors that explain the relationships between basketball players' technical and tactical indicators in the competitive activity, specialists have the opportunity to analyze data on the identified factors, which, to a large extent, determine factor loadings of the competitive activity indicators (at a level close to 70%) (Doroshenko, Sushko, Koryahin, Pityn, Tkalich, & Blavt, 2019;Teck, Wang, & Mallett, 2012).…”

Section: Discussionmentioning

confidence: 99%

“…Additionally, researchers (Doroshenko, Sushko, Koryahin, Pityn, Tkalich, & Blavt, 2019) point out that the use of principal component analysis for the competitive activity has significant similarity with factor analysis when formulating tasks and a number of fundamental differences:…”

Section: Discussionmentioning

confidence: 99%

“…Among unsolved issues are also the problems of interpretation of technical and tactical indicators obtained as a result of using multivariate mathematical and statistical methods -applying principal component analysis with Kaiser normalization and varimax orthogonal rotation of the primary R matrix. In this case, the debatable issues include the problems of interpreting the "playing time" indicator, which can be used both as a value to calculate the individual (relative) effectiveness of the competitive activity of skilled female basketball players, and as a separate technical and tactical indicator, which integrally reflects the athlete's level of technical and tactical skills (Doroshenko, Sushko, Koryahin, Pityn, Tkalich, & Blavt, 2019). We believe that these methodological approaches can be used in the procedures of multivariate mathematical and statistical analysis of the com- Doroshenko, E., Sushko, R., Shamardin, V., Prykhodko, V., Shapovalova, I., Yelisieieva, D., Demidova, O., & Yakovenko, A.…”

Section: Discussionmentioning

confidence: 99%

See 3 more Smart Citations

Analysis of the Competitive Activity Structure of Skilled Female Basketball Players

Doroshenko

Sushko

Shamardin³

et al. 2020

Teor. metod. fiz. vihov.

Self Cite

View full text Add to dashboard Cite

The study purpose was to examine, analyze, and generalize the competitive activity structure based on the hierarchy of technical and tactical indicators of skilled female basketball players in won and lost games using principal component analysis. Materials and methods. The study participants were 96 professional female basketball players, members of national teams of Spain, France, Belgium, Greece, Turkey, Latvia, Italy, and Slovakia, which took the 1st-8th places in the final tournament of the European Basketball Championship 2017. The study analyzed 16 main technical and tactical indicators of skilled female basketball players in 52 official games to examine and interpret the obtained results using principal component analysis. The total number of observations is 52. Results. The experimental indicators obtained during the study made it possible to examine and analyze the grouping of elements of the competitive activity structure of skilled female basketball players, to interpret the obtained results in order to define informative criteria for optimizing training and improving the competitive activity effectiveness. The study revealed considerable differences in the competitive activity structure in won and lost games: in accordance with the most significant indicators of factor loadings, the percentage of a sample of elements that correlate with one another is: for won games – 67.40%, for lost games – 69.52%. Conclusions. Principal component analysis is quite effective and informative for studying the competitive activity structure of skilled female basketball players. It was demonstrated that the greatest difficulties in studying the competitive activity structure in basketball using principal component analysis are the selection of indicators that do not duplicate one another and are not calculated, expert interpretation of the obtained results, and algorithmization of special analysis of technical and tactical indicators.

show abstract

Section: Discussionsupporting

confidence: 70%

Section: Discussionmentioning

confidence: 99%

Section: Discussionmentioning

confidence: 99%

Section: Discussionmentioning

confidence: 99%

See 2 more Smart Citations

Analysis of the Competitive Activity Structure of Skilled Female Basketball Players

Doroshenko

Sushko

Shamardin³

et al. 2020

Teor. metod. fiz. vihov.

Self Cite

View full text Add to dashboard Cite

show abstract

“…The most difficult is to control competitive activities in team sports. First of all, this is related to the multi-factor structure of competitive activity in these sports (Kostiukevych, 2006;Doroshenko, Sushko, Koryahin, Pityn, Tkalich, & Blavt, 2019;Mitova, 2016).…”

Section: Introductionmentioning

confidence: 99%

Monitoring and Analyzing of the Attacks of the Football Team

Kostiukevych

Shchepotina

Vozniuk

2020

Teor. metod. fiz. vihov.

View full text Add to dashboard Cite

The article describes a methodological approach to monitoring and analyzing attacks of a highly qualified football team. The aim of the research is to develop a methodology for monitoring and analyzing attacks of highly qualified football teams, taking into account various models of the game tactics. Material and methodology. The competitive activity of the national football teams at the 2018 World Cup was studied. Research methodology: analysis and generalization of the literature sources, lesson observation, video analysis of competitive activities, methods of mathematical statistics. Results. A protocol for registration attacks of the football team has been developed. The estimated scale of penetrating attacks and playing off of standard positions of the football team is identified. A different correlation of positional and fast attacks of national football teams, which used different tactical models of the game, has been established. In one half: for the tactical model "A", positional attacks were 32.3±4.35 (61.8%), fast attacks – 20.0±1.78 (38.2%); for the tactical model "B" – positional attacks – 25.2±4.32 (52.7%), fast attacks – 22.6±4.32 (47.3%); for the tactical model "C" – positional attacks – 32.5±3.49 (67.7%), fast attacks – 15.5±3.96 (32.3%); for the tactical model "D" – positional attacks – 19.2±2.87 (41.9%), fast attacks – 26.6±2.87 (58.1%). At the 2018 world Cup, out of 169 goals, 111 (65.4%) were scored as a result of completing positional attacks, 35 (20.7%) – after playing off of the standard positions, and 23 (13.9%) – after implementing penalty kicks. Conclusions. Monitoring and analyzing the attacks of a football team allows managing persistently the competitive activities of football players both at the operational level during a single game and at the current level during a competitive tournament.

show abstract

he article is devoted to the improvement of the methodology of complex control, the system of assessment of the level of special physical and technical readiness of basketball players at the stage of preparation for higher sports achievements

Ostapenko,

Dolgova,

Stasyuk

2022

View full text Add to dashboard Cite

The article is devoted to the improvement of methods of complex control, assessment of the level of special physical and technical readiness of basketball players at the stage of preparation for higher sports achievements. It is determined that the current state of the complex control system in team games and basketball needs to be improved in accordance with modern trends in sports and sports games, organization and management of the training process, based on the achievements of sports science. Also relevant is the issue of comprehensive control of the preparedness of players in sports games, where the assessment takes place according toregulations, without a quality rating scale.The purpose of the studyis to develop an integrated assessment on a 5-point sigma scale, determine the criteria for assessing the level of special physical and technical fitness of basketball players BC SSU, aged 18-21 years, for comprehensive control in the preparatory period at the stage of higher sporting achievements. Results of the research.The article highlights the sequence of actions in the development of 5-point score on the sigma scale, calculated anintegrated score for comprehensive control of special physical and technical fitness, taking into account the specifics of the program material, training stage, qualified basketball players. BC SSUConclusions.Practical application of the 5-point rating scale, the integrated score scale for comprehensive control allows you to qualitatively assess the level of preparedness of the athlete both when performing a set of control tests and when performing each individual exercise. Timely diagnosis and control of special physical and technical fitness on a 5-point rating scale allows you to make timely adjustments to the training program for athletes at different stages of long-term training.Timely diagnosis and control of special physical and technical fitness on a 5-point rating scale allows you to make timely adjustments to the training program for athletes at different stages of long-term training. The organization and management of the training process for the training of highly qualified basketball players can be successful only by obtaining a high-quality, objective assessment of their level of training.

show abstract

The competitive activity structure of highly skilled basketball players on the basis of factor analysis methods

Cited by 17 publications

References 22 publications

Analysis of the Competitive Activity Structure of Skilled Female Basketball Players

Analysis of the Competitive Activity Structure of Skilled Female Basketball Players

Monitoring and Analyzing of the Attacks of the Football Team

he article is devoted to the improvement of the methodology of complex control, the system of assessment of the level of special physical and technical readiness of basketball players at the stage of preparation for higher sports achievements

Contact Info

Product

Resources

About