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  • PROFILING SPORTSMANSHIP ATTITUDES IN PHYSICAL EDUCATION STUDENTS USING CLUSTER ANALYSIS
  • https://doi.org/10.37393/icass2025/71Copy DOI Icon

PROFILING SPORTSMANSHIP ATTITUDES IN PHYSICAL EDUCATION STUDENTS USING CLUSTER ANALYSIS

  • Jan 1, 2025
  • Nadezhda Kostova +1 more
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Abstract

Background: Sportsmanship represents a core moral and ethical dimension of sport, reflecting respect for rules, opponents, and fair play. Understanding the structure of sportsmanship attitudes among future Physical Education and Sports teachers is crucial for improving professional preparation and promoting ethical conduct in sport. Objective: This study aimed to identify distinct clusters of sportsmanship attitudes among students at the National Sports Academy “Vassil Levski” to inform pedagogical approaches in Physical Education and Sports training. Methods: A total of 134 students (83 men and 51 women) participated in the study. Sportsmanship was assessed using the Bulgarian-adapted Multidimensional Sportspersonship Orientation Scale (MSOS). Descriptive statistics, the Mann-Whitney U-test, and hierarchical cluster analysis based on Manhattan distance and the Complete Linkage Method were applied. Results: Both male and female students demonstrated high levels of sportsmanship, particularly regarding commitment to participation, respect for rules, and positive attitudes toward sport. Cluster analysis identified three distinct profiles among male students and four among females, revealing variations in respect toward rules, opponents, and social conventions. Conclusion: The findings confirm well-developed sportsmanship attitudes among future Physical Education and Sports teachers and highlight the value of cluster analysis for identifying subgroup differences. These insights can support the design of targeted educational programs that strengthen moral reasoning, respect, and integrity in teacher training and sports education.

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