A multilateral modelling of Youth Soccer Performance Index (YSPI)

This study aims to identify the most dominant factors that influencing performance of soccer player and to predict group performance for soccer players. A total of 184 of youth soccer players from Malaysia sport school and six soccer academy encompasses as respondence of the study. Exploratory facto...

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Main Authors:	Ahmad Bisyri Husin, Musawi Maliki, Mohamad Razali, Abdullah, Hafizan, Juahir, Farhana, Abdullah, Nurul Ain Shahirah, Abdullah, Rabiu Muazu, Musa, Siti Musliha, Mat-Rasid, Aleesha, Adnan, Norlaila Azura, Kosni, Wan Siti Amalina, Wan Muhamad, Nur Afiqah, Mohamad Nasir
Format:	Conference or Workshop Item
Language:	English
Published:	Institute of Physics Publishing 2018
Subjects:	TS Manufactures
Online Access:	http://umpir.ump.edu.my/id/eprint/23124/ http://umpir.ump.edu.my/id/eprint/23124/ http://umpir.ump.edu.my/id/eprint/23124/1/A%20multilateral%20modelling%20of%20Youth%20Soccer%20Performance%20Index%20%28YSPI%29.pdf

id	ump-23124
recordtype	eprints
spelling	ump-231242019-02-13T08:54:08Z http://umpir.ump.edu.my/id/eprint/23124/ A multilateral modelling of Youth Soccer Performance Index (YSPI) Ahmad Bisyri Husin, Musawi Maliki Mohamad Razali, Abdullah Hafizan, Juahir Farhana, Abdullah Nurul Ain Shahirah, Abdullah Rabiu Muazu, Musa Siti Musliha, Mat-Rasid Aleesha, Adnan Norlaila Azura, Kosni Wan Siti Amalina, Wan Muhamad Nur Afiqah, Mohamad Nasir TS Manufactures This study aims to identify the most dominant factors that influencing performance of soccer player and to predict group performance for soccer players. A total of 184 of youth soccer players from Malaysia sport school and six soccer academy encompasses as respondence of the study. Exploratory factor analysis (EFA) and Confirmatory factor analysis (CFA) were computed to identify the most dominant factors whereas reducing the initial 26 parameters with recommended >0.5 of factor loading. Meanwhile, prediction of the soccer performance was predicted by regression model. CFA revealed that sit and reach, vertical jump, VO2max, age, weight, height, sitting height, calf circumference (cc), medial upper arm circumference (muac), maturation, bicep, triceps, subscapular, suprailiac, 5M, 10M, and 20M speed were the most dominant factors. Further index analysis forming Youth Soccer Performance Index (YSPI) resulting by categorizing three groups namely, high, moderate, and low. The regression model for this study was significant set as p < 0.001 and R2 is 0.8222 which explained that the model contributed a total of 82% prediction ability to predict the whole set of the variables. The significant parameters in contributing prediction of YSPI are discussed. As a conclusion, the precision of the prediction models by integrating a multilateral factor reflecting for predicting potential soccer player and hopefully can create a competitive soccer games. Institute of Physics Publishing 2018 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/23124/1/A%20multilateral%20modelling%20of%20Youth%20Soccer%20Performance%20Index%20%28YSPI%29.pdf Ahmad Bisyri Husin, Musawi Maliki and Mohamad Razali, Abdullah and Hafizan, Juahir and Farhana, Abdullah and Nurul Ain Shahirah, Abdullah and Rabiu Muazu, Musa and Siti Musliha, Mat-Rasid and Aleesha, Adnan and Norlaila Azura, Kosni and Wan Siti Amalina, Wan Muhamad and Nur Afiqah, Mohamad Nasir (2018) A multilateral modelling of Youth Soccer Performance Index (YSPI). In: IOP Conference Series: Materials Science and Engineering: International Conference On Innovative Technology, Engineering And Sciences (ICITES 2018), 01-02 April 2018 , UMP Library, Pekan. pp. 1-9., 342 (1). ISSN 17578981 http://iopscience.iop.org/article/10.1088/1757-899X/342/1/012057/meta
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English
topic	TS Manufactures
spellingShingle	TS Manufactures Ahmad Bisyri Husin, Musawi Maliki Mohamad Razali, Abdullah Hafizan, Juahir Farhana, Abdullah Nurul Ain Shahirah, Abdullah Rabiu Muazu, Musa Siti Musliha, Mat-Rasid Aleesha, Adnan Norlaila Azura, Kosni Wan Siti Amalina, Wan Muhamad Nur Afiqah, Mohamad Nasir A multilateral modelling of Youth Soccer Performance Index (YSPI)
description	This study aims to identify the most dominant factors that influencing performance of soccer player and to predict group performance for soccer players. A total of 184 of youth soccer players from Malaysia sport school and six soccer academy encompasses as respondence of the study. Exploratory factor analysis (EFA) and Confirmatory factor analysis (CFA) were computed to identify the most dominant factors whereas reducing the initial 26 parameters with recommended >0.5 of factor loading. Meanwhile, prediction of the soccer performance was predicted by regression model. CFA revealed that sit and reach, vertical jump, VO2max, age, weight, height, sitting height, calf circumference (cc), medial upper arm circumference (muac), maturation, bicep, triceps, subscapular, suprailiac, 5M, 10M, and 20M speed were the most dominant factors. Further index analysis forming Youth Soccer Performance Index (YSPI) resulting by categorizing three groups namely, high, moderate, and low. The regression model for this study was significant set as p < 0.001 and R2 is 0.8222 which explained that the model contributed a total of 82% prediction ability to predict the whole set of the variables. The significant parameters in contributing prediction of YSPI are discussed. As a conclusion, the precision of the prediction models by integrating a multilateral factor reflecting for predicting potential soccer player and hopefully can create a competitive soccer games.
format	Conference or Workshop Item
author	Ahmad Bisyri Husin, Musawi Maliki Mohamad Razali, Abdullah Hafizan, Juahir Farhana, Abdullah Nurul Ain Shahirah, Abdullah Rabiu Muazu, Musa Siti Musliha, Mat-Rasid Aleesha, Adnan Norlaila Azura, Kosni Wan Siti Amalina, Wan Muhamad Nur Afiqah, Mohamad Nasir
author_facet	Ahmad Bisyri Husin, Musawi Maliki Mohamad Razali, Abdullah Hafizan, Juahir Farhana, Abdullah Nurul Ain Shahirah, Abdullah Rabiu Muazu, Musa Siti Musliha, Mat-Rasid Aleesha, Adnan Norlaila Azura, Kosni Wan Siti Amalina, Wan Muhamad Nur Afiqah, Mohamad Nasir
author_sort	Ahmad Bisyri Husin, Musawi Maliki
title	A multilateral modelling of Youth Soccer Performance Index (YSPI)
title_short	A multilateral modelling of Youth Soccer Performance Index (YSPI)
title_full	A multilateral modelling of Youth Soccer Performance Index (YSPI)
title_fullStr	A multilateral modelling of Youth Soccer Performance Index (YSPI)
title_full_unstemmed	A multilateral modelling of Youth Soccer Performance Index (YSPI)
title_sort	multilateral modelling of youth soccer performance index (yspi)
publisher	Institute of Physics Publishing
publishDate	2018
url	http://umpir.ump.edu.my/id/eprint/23124/ http://umpir.ump.edu.my/id/eprint/23124/ http://umpir.ump.edu.my/id/eprint/23124/1/A%20multilateral%20modelling%20of%20Youth%20Soccer%20Performance%20Index%20%28YSPI%29.pdf
first_indexed	2023-09-18T22:34:32Z
last_indexed	2023-09-18T22:34:32Z
_version_	1777416506767835136

A multilateral modelling of Youth Soccer Performance Index (YSPI)

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