Towards a More Efficient Training Process in High-Level Female Volleyball From a Match Analysis Intervention Program Based on the Constraint-Led Approach: The Voice of the Players

Abstract

The aim of the research was to know the perception of high-level volleyball players of the changes produced (in relation to the previous season) in the efficiency of the training process, after a match analysis intervention program based on the Constraint-led Approach (CLA). The sample consisted of 11 players from a women's volleyball team. The protocol of the intervention program consisted of providing objective, contextualised and systematic information to the coach (adapted to his needs) that would allow understanding the different real game contexts. We used semi-structured interviews to assess players' perceptions. The athletes perceived changes in training, both in their preparation and development, specifically in greater involvement and organisation in preparing the training; in an increase in the specificity and suitability of training tasks according to individual needs; in the representativeness of the restrictions of the game; in a more tactical approach; in the variability of task and in the accountability to achieve the objective proposed. In addition, in the preparation and development for competition, the players detected more game planning; a deeper analysis of the opponents; an objective selection of the most relevant data, an increase in the depth of match analysis and the inclusion of the weekly meeting with the use of video compared to the previous season. These results expose the benefits of coaches incorporate programmes to obtain objective information about the game in their training process.

Immediate faculty feedback using debriefing timing data and conversational diagrams

“…There is a precedent for using a data-driven approach to feedback in healthcare more broadly [ 2 , 15 , 16 ]. Studies of data-driven feedback for healthcare providers showed improved team performance and this approach has been evaluated in both the social science and sporting literature [ 15 – 19 ].…”

The influence of special physical fitness of athletes on the level of technique of playing beach volleyball

“…Scientists note that recently the game has undergone significant changes in connection with the objective process of game development, as well as significant changes in the rules of the competition [18,[25][26][27]. In recent years, issues related to the construction of the training process in classical and beach volleyball have been studied in detail [19,23,24]. Today, there are not enough studies that reveal the structure and content of special physical training of beach volleyball athletes.…”

“…Shankulov et al [21] found that the load of athletic orientation in elite teams prevails by 10-15%. Other studies [22][23][24] have modernized the process of training beach volleyball athletes by developing the structure and content of the annual cycle. The authors propose to increase the amount of training and competitive work, diverse use of techniques.…”

Analysis of Volleyball Video Intelligent Description Technology Based on Computer Memory Network and Attention Mechanism

“…Nam et al found that the recognition effect of current volleyball movement is related to the surrounding environmental information, so they proposed a volleyball video analysis method to eliminate the influence of environmental noise, but there are problems of low recognition accuracy and poor stability [ 13 ]. Fern et al found that, in the process of analyzing relevant actions in volleyball sports events, key video analysis nodes have a great impact on the overall recognition effect accuracy [ 14 ]. Gui et al combined with pyramid algorithm proposed a fast recognition model for key sports actions in volleyball video.…”