A cluster analysis of identifying team and individual sports athlete based on anthropometric, health and skill related components
The purpose of this study is to identify the essential fitness attributes in an individual sport and team sport. A total number of 218 male competitive youth athletes aged 13 to 21 years old were examined anthropometric, health and skill-related performance parameters (PP). Anthropometric parameters...
| Main Authors: | , , , , , , , |
|---|---|
| Format: | Conference or Workshop Item |
| Language: | English English |
| Published: |
Springer Science and Business Media Deutschland GmbH
2022
|
| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/39461/1/A%20Cluster%20Analysis%20of%20Identifying%20Team%20and%20Individual%20Sports%20Athlete%20Based.pdf http://umpir.ump.edu.my/id/eprint/39461/2/A%20cluster%20analysis%20of%20identifying%20team%20and%20individual%20sports%20athlete%20based%20on%20anthropometric%2C%20health%20and%20skill%20related%20components_ABS.pdf |
| _version_ | 1796996065709260800 |
|---|---|
| author | Noor Aishah, Kamarudin Mohamad Razali, Abdullah Eswaramoorthi, Vijayamurugan Ahmad Bisyri Husin Musawi, Maliki Aina Munirah, Ab Rasid Abdul Majeed, Anwar P. P. Mohd Azraai, Mohd Razman Musa, Rabiu Muazu |
| author_facet | Noor Aishah, Kamarudin Mohamad Razali, Abdullah Eswaramoorthi, Vijayamurugan Ahmad Bisyri Husin Musawi, Maliki Aina Munirah, Ab Rasid Abdul Majeed, Anwar P. P. Mohd Azraai, Mohd Razman Musa, Rabiu Muazu |
| author_sort | Noor Aishah, Kamarudin |
| collection | UMP |
| description | The purpose of this study is to identify the essential fitness attributes in an individual sport and team sport. A total number of 218 male competitive youth athletes aged 13 to 21 years old were examined anthropometric, health and skill-related performance parameters (PP). Anthropometric parameters namely, weight, height, sitting height, and arm span were tested while the health-related parameters consisting of sit and reach, 1 min sit up, push up, handgrip, predicted VO2max, and medicine ball throw were also collected. The 20 m speed, vertical jump, standing wide jump, stork stand test, and t-test represented the skill-related component tests. Based on the three components, hierarchical agglomerative cluster analysis (HACA) was utilized to group the athlete concerning their similarities in the PP examined. The athletes’ performance within the clusters differs in three areas: age and arm span are significant in individual sports while height, weight, and sitting height are vital for team sports. Muscle endurance is shown to be essential in individual sports. Meanwhile, vertical jump and 20 m speed are more attributed to individual sports while standing broad jump, stork stand test, and t-test are more inclined to team sports. Some fundamental traits could determine the type of sport suitable for athletes. These traits should be prioritized for identifying team or individual sports athletes. The findings could aid coaches in making decisions about the types of sports that could best suit an athlete for better performance delivery. |
| first_indexed | 2024-03-06T13:11:28Z |
| format | Conference or Workshop Item |
| id | UMPir39461 |
| institution | Universiti Malaysia Pahang |
| language | English English |
| last_indexed | 2024-03-06T13:11:28Z |
| publishDate | 2022 |
| publisher | Springer Science and Business Media Deutschland GmbH |
| record_format | dspace |
| spelling | UMPir394612023-12-01T03:39:54Z http://umpir.ump.edu.my/id/eprint/39461/ A cluster analysis of identifying team and individual sports athlete based on anthropometric, health and skill related components Noor Aishah, Kamarudin Mohamad Razali, Abdullah Eswaramoorthi, Vijayamurugan Ahmad Bisyri Husin Musawi, Maliki Aina Munirah, Ab Rasid Abdul Majeed, Anwar P. P. Mohd Azraai, Mohd Razman Musa, Rabiu Muazu T Technology (General) TA Engineering (General). Civil engineering (General) TJ Mechanical engineering and machinery TK Electrical engineering. Electronics Nuclear engineering TS Manufactures The purpose of this study is to identify the essential fitness attributes in an individual sport and team sport. A total number of 218 male competitive youth athletes aged 13 to 21 years old were examined anthropometric, health and skill-related performance parameters (PP). Anthropometric parameters namely, weight, height, sitting height, and arm span were tested while the health-related parameters consisting of sit and reach, 1 min sit up, push up, handgrip, predicted VO2max, and medicine ball throw were also collected. The 20 m speed, vertical jump, standing wide jump, stork stand test, and t-test represented the skill-related component tests. Based on the three components, hierarchical agglomerative cluster analysis (HACA) was utilized to group the athlete concerning their similarities in the PP examined. The athletes’ performance within the clusters differs in three areas: age and arm span are significant in individual sports while height, weight, and sitting height are vital for team sports. Muscle endurance is shown to be essential in individual sports. Meanwhile, vertical jump and 20 m speed are more attributed to individual sports while standing broad jump, stork stand test, and t-test are more inclined to team sports. Some fundamental traits could determine the type of sport suitable for athletes. These traits should be prioritized for identifying team or individual sports athletes. The findings could aid coaches in making decisions about the types of sports that could best suit an athlete for better performance delivery. Springer Science and Business Media Deutschland GmbH 2022 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/39461/1/A%20Cluster%20Analysis%20of%20Identifying%20Team%20and%20Individual%20Sports%20Athlete%20Based.pdf pdf en http://umpir.ump.edu.my/id/eprint/39461/2/A%20cluster%20analysis%20of%20identifying%20team%20and%20individual%20sports%20athlete%20based%20on%20anthropometric%2C%20health%20and%20skill%20related%20components_ABS.pdf Noor Aishah, Kamarudin and Mohamad Razali, Abdullah and Eswaramoorthi, Vijayamurugan and Ahmad Bisyri Husin Musawi, Maliki and Aina Munirah, Ab Rasid and Abdul Majeed, Anwar P. P. and Mohd Azraai, Mohd Razman and Musa, Rabiu Muazu (2022) A cluster analysis of identifying team and individual sports athlete based on anthropometric, health and skill related components. In: Lecture Notes in Electrical Engineering; Innovative Manufacturing, Mechatronics and Materials Forum, iM3F 2021 , 20 September 2021 , Gambang. pp. 561-570., 900 (277979). ISSN 1876-1100 ISBN 978-981192094-3 https://doi.org/10.1007/978-981-19-2095-0_48 |
| spellingShingle | T Technology (General) TA Engineering (General). Civil engineering (General) TJ Mechanical engineering and machinery TK Electrical engineering. Electronics Nuclear engineering TS Manufactures Noor Aishah, Kamarudin Mohamad Razali, Abdullah Eswaramoorthi, Vijayamurugan Ahmad Bisyri Husin Musawi, Maliki Aina Munirah, Ab Rasid Abdul Majeed, Anwar P. P. Mohd Azraai, Mohd Razman Musa, Rabiu Muazu A cluster analysis of identifying team and individual sports athlete based on anthropometric, health and skill related components |
| title | A cluster analysis of identifying team and individual sports athlete based on anthropometric, health and skill related components |
| title_full | A cluster analysis of identifying team and individual sports athlete based on anthropometric, health and skill related components |
| title_fullStr | A cluster analysis of identifying team and individual sports athlete based on anthropometric, health and skill related components |
| title_full_unstemmed | A cluster analysis of identifying team and individual sports athlete based on anthropometric, health and skill related components |
| title_short | A cluster analysis of identifying team and individual sports athlete based on anthropometric, health and skill related components |
| title_sort | cluster analysis of identifying team and individual sports athlete based on anthropometric health and skill related components |
| topic | T Technology (General) TA Engineering (General). Civil engineering (General) TJ Mechanical engineering and machinery TK Electrical engineering. Electronics Nuclear engineering TS Manufactures |
| url | http://umpir.ump.edu.my/id/eprint/39461/1/A%20Cluster%20Analysis%20of%20Identifying%20Team%20and%20Individual%20Sports%20Athlete%20Based.pdf http://umpir.ump.edu.my/id/eprint/39461/2/A%20cluster%20analysis%20of%20identifying%20team%20and%20individual%20sports%20athlete%20based%20on%20anthropometric%2C%20health%20and%20skill%20related%20components_ABS.pdf |
| work_keys_str_mv | AT nooraishahkamarudin aclusteranalysisofidentifyingteamandindividualsportsathletebasedonanthropometrichealthandskillrelatedcomponents AT mohamadrazaliabdullah aclusteranalysisofidentifyingteamandindividualsportsathletebasedonanthropometrichealthandskillrelatedcomponents AT eswaramoorthivijayamurugan aclusteranalysisofidentifyingteamandindividualsportsathletebasedonanthropometrichealthandskillrelatedcomponents AT ahmadbisyrihusinmusawimaliki aclusteranalysisofidentifyingteamandindividualsportsathletebasedonanthropometrichealthandskillrelatedcomponents AT ainamunirahabrasid aclusteranalysisofidentifyingteamandindividualsportsathletebasedonanthropometrichealthandskillrelatedcomponents AT abdulmajeedanwarpp aclusteranalysisofidentifyingteamandindividualsportsathletebasedonanthropometrichealthandskillrelatedcomponents AT mohdazraaimohdrazman aclusteranalysisofidentifyingteamandindividualsportsathletebasedonanthropometrichealthandskillrelatedcomponents AT musarabiumuazu aclusteranalysisofidentifyingteamandindividualsportsathletebasedonanthropometrichealthandskillrelatedcomponents AT nooraishahkamarudin clusteranalysisofidentifyingteamandindividualsportsathletebasedonanthropometrichealthandskillrelatedcomponents AT mohamadrazaliabdullah clusteranalysisofidentifyingteamandindividualsportsathletebasedonanthropometrichealthandskillrelatedcomponents AT eswaramoorthivijayamurugan clusteranalysisofidentifyingteamandindividualsportsathletebasedonanthropometrichealthandskillrelatedcomponents AT ahmadbisyrihusinmusawimaliki clusteranalysisofidentifyingteamandindividualsportsathletebasedonanthropometrichealthandskillrelatedcomponents AT ainamunirahabrasid clusteranalysisofidentifyingteamandindividualsportsathletebasedonanthropometrichealthandskillrelatedcomponents AT abdulmajeedanwarpp clusteranalysisofidentifyingteamandindividualsportsathletebasedonanthropometrichealthandskillrelatedcomponents AT mohdazraaimohdrazman clusteranalysisofidentifyingteamandindividualsportsathletebasedonanthropometrichealthandskillrelatedcomponents AT musarabiumuazu clusteranalysisofidentifyingteamandindividualsportsathletebasedonanthropometrichealthandskillrelatedcomponents |