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ORIGINAL RESEARCH article

Front. Sports Act. Living
Sec. Sport Psychology
Volume 6 - 2024 | doi: 10.3389/fspor.2024.1404701

Basketball Self-evaluation Matrix: Discrepancy between Self-confidence and Decision-making Performance on Psychological Profiling of Players

Provisionally accepted
Mengru Liu Mengru Liu 1*Anthony P. Kong Anthony P. Kong 1Newman Lau Newman Lau 1Zeping Feng Zeping Feng 2Xi Liu Xi Liu 1
  • 1 Hong Kong Polytechnic University, Kowloon, Hong Kong, SAR China
  • 2 Laboratory for Artificial Intelligence in Design, Hong Kong, Hong Kong, SAR China

The final, formatted version of the article will be published soon.

    In basketball training, self-evaluation plays a crucial role in the decision-making and execution of movements of players. The self-evaluation of players is influenced by their perception of own basketball ability and self-confidence state. This study aimed to explore potential discrepancies between self-confidence levels of players and their decision-making performance, while also characterizing different types of players. Data was collected from 20 youth basketball players who participated in a decision-making video task and a self-confidence assessment. Based on data from their self-confidence and decision-making awareness assessment, the K-means cluster analysis was used to categorize the players into different groups. Then, ANOVA and post hoc Scheffe test were conducted to compare these clusters. The cluster analysis identified four distinct profiles of players and the results of the ANOVA and post hoc Scheffe tests revealed significant differences between the four clusters. The “High Self-confidence & Low Decision-making Awareness” players might display an overconfident mindset, while the “High Self-confidence & High Decision-making Awareness” players potentially demonstrated the better performance and maintained a consistent and confident attitude. The “Low Self-confidence & High Decision-making Awareness” players appeared to lack confidence and needed to foster greater faith in their abilities. Finally, the “Low Self-confidence & Low Decision-making Awareness” players required a long-term and comprehensive training program to improve their skills. These preliminary findings informed the development of a self-evaluation matrix, designed to help coaches better understand player profiles and design tailored interventions. Moreover, this study contributes on sport calibration and enhances understanding of the behavioral and psychological states of players.

    Keywords: youth basketball players1, self-evaluation2, decision-making3, self-confidence4, psychological profiling5

    Received: 21 Mar 2024; Accepted: 25 Sep 2024.

    Copyright: © 2024 Liu, Kong, Lau, Feng and Liu. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

    * Correspondence: Mengru Liu, Hong Kong Polytechnic University, Kowloon, Hong Kong, SAR China

    Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.