A Multivariate Analysis Of Cardiopulmonary Parameters In Archery Performance

Purpose. The aim of this investigation was to determine the most significant cardiopulmonary parameters bound with high archery scores and to assess their relationship with successful performance in archery. Methods. The total of 32 archers with mean age of 17 ± 0.56 years were gathered from dissi...

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Main Authors: Vijayamurugan, Eswaramoorthi, Naresh Bhaskar, Raj, Hanisah, Azahari
Format: Article
Language:English
Published: 2018
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Online Access:http://eprints.unisza.edu.my/5560/1/FH02-FSK-19-30828.pdf
http://eprints.unisza.edu.my/5560/
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spelling my-unisza-ir.55602022-02-17T07:40:42Z http://eprints.unisza.edu.my/5560/ A Multivariate Analysis Of Cardiopulmonary Parameters In Archery Performance Vijayamurugan, Eswaramoorthi Naresh Bhaskar, Raj Hanisah, Azahari RC1200 Sports Medicine Purpose. The aim of this investigation was to determine the most significant cardiopulmonary parameters bound with high archery scores and to assess their relationship with successful performance in archery. Methods. The total of 32 archers with mean age of 17 ± 0.56 years were gathered from dissimilar archery programmes. Cardiopulmonary parameters were measured prior to shooting tests. Multivariate techniques of principal component analysis (PCA), hierarchical agglomerative cluster analysis (HACA), and discriminant analysis (DA) were used to analyse the data collected. Results. The initial PCA identified 4 parameters with a higher eigenvalue (> 1). However, PCA after varimax rotation indicated 4 varifactors with high positive loadings, containing 3 respiratory parameters: forced vital capacity (FVC; 0.83), maximum voluntary ventilation (MVV; 0.83), and peak expiratory flow rate (PEFR; 0.87); 2 pressure parameters: resting diastolic blood pressure (RDBP; 0.78) and resting systolic blood pressure (RSBP; 0.88); 1 volume parameter: inspiratory reserve volume (IRV; 0.86); and 1 rate parameter: resting respiratory rate (RRR; 0.87). HACA divided the archers into 2 categories on the basis of their performance on the most needed parameters; these were high-optimum pulmonary capacity archers (HOCA) and low-optimum pulmonary capacity archers (LOCA). Standard, backward stepwise, and forward stepwise DA discriminated the classes from the 7 parameters with remarkable accuracy (90.63%, 93.75%, and 96.88%, respectively) for each method, confirming the classification provided by HACA. Conclusions. It is obvious from the current outcomes that such cardiopulmonary parameters as good FVC, MVV, PEFR, IRV, RRR, and optimal RSBP and RDBP are necessary for better archery performance. 2018-11 Article PeerReviewed text en http://eprints.unisza.edu.my/5560/1/FH02-FSK-19-30828.pdf Vijayamurugan, Eswaramoorthi and Naresh Bhaskar, Raj and Hanisah, Azahari (2018) A Multivariate Analysis Of Cardiopulmonary Parameters In Archery Performance. Human Movement, 19 (4). pp. 35-41. ISSN 0167-9457
institution Universiti Sultan Zainal Abidin
building UNISZA Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Sultan Zainal Abidin
content_source UNISZA Institutional Repository
url_provider https://eprints.unisza.edu.my/
language English
topic RC1200 Sports Medicine
spellingShingle RC1200 Sports Medicine
Vijayamurugan, Eswaramoorthi
Naresh Bhaskar, Raj
Hanisah, Azahari
A Multivariate Analysis Of Cardiopulmonary Parameters In Archery Performance
description Purpose. The aim of this investigation was to determine the most significant cardiopulmonary parameters bound with high archery scores and to assess their relationship with successful performance in archery. Methods. The total of 32 archers with mean age of 17 ± 0.56 years were gathered from dissimilar archery programmes. Cardiopulmonary parameters were measured prior to shooting tests. Multivariate techniques of principal component analysis (PCA), hierarchical agglomerative cluster analysis (HACA), and discriminant analysis (DA) were used to analyse the data collected. Results. The initial PCA identified 4 parameters with a higher eigenvalue (> 1). However, PCA after varimax rotation indicated 4 varifactors with high positive loadings, containing 3 respiratory parameters: forced vital capacity (FVC; 0.83), maximum voluntary ventilation (MVV; 0.83), and peak expiratory flow rate (PEFR; 0.87); 2 pressure parameters: resting diastolic blood pressure (RDBP; 0.78) and resting systolic blood pressure (RSBP; 0.88); 1 volume parameter: inspiratory reserve volume (IRV; 0.86); and 1 rate parameter: resting respiratory rate (RRR; 0.87). HACA divided the archers into 2 categories on the basis of their performance on the most needed parameters; these were high-optimum pulmonary capacity archers (HOCA) and low-optimum pulmonary capacity archers (LOCA). Standard, backward stepwise, and forward stepwise DA discriminated the classes from the 7 parameters with remarkable accuracy (90.63%, 93.75%, and 96.88%, respectively) for each method, confirming the classification provided by HACA. Conclusions. It is obvious from the current outcomes that such cardiopulmonary parameters as good FVC, MVV, PEFR, IRV, RRR, and optimal RSBP and RDBP are necessary for better archery performance.
format Article
author Vijayamurugan, Eswaramoorthi
Naresh Bhaskar, Raj
Hanisah, Azahari
author_facet Vijayamurugan, Eswaramoorthi
Naresh Bhaskar, Raj
Hanisah, Azahari
author_sort Vijayamurugan, Eswaramoorthi
title A Multivariate Analysis Of Cardiopulmonary Parameters In Archery Performance
title_short A Multivariate Analysis Of Cardiopulmonary Parameters In Archery Performance
title_full A Multivariate Analysis Of Cardiopulmonary Parameters In Archery Performance
title_fullStr A Multivariate Analysis Of Cardiopulmonary Parameters In Archery Performance
title_full_unstemmed A Multivariate Analysis Of Cardiopulmonary Parameters In Archery Performance
title_sort multivariate analysis of cardiopulmonary parameters in archery performance
publishDate 2018
url http://eprints.unisza.edu.my/5560/1/FH02-FSK-19-30828.pdf
http://eprints.unisza.edu.my/5560/
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