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The Association between Body Mass Index and Physical Fitness of Normal Weight/Overweight/Obese University Students
This study aimed to apply longitudinal data (in four waves) to examine relationships between body mass index (BMI), flexibility, muscular endurance, and explosive power, and employed a random-intercept panel model (RIPM) to divide the variations of different waves into between- and within-person var...
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Published in: | International journal of environmental research and public health 2020-07, Vol.17 (15), p.5391 |
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description | This study aimed to apply longitudinal data (in four waves) to examine relationships between body mass index (BMI), flexibility, muscular endurance, and explosive power, and employed a random-intercept panel model (RIPM) to divide the variations of different waves into between- and within-person variations. Furthermore, a multi-group model test was conducted to explore whether an interaction effect existed between sex and these relationships. The data were collected from a university in Taiwan between August 2009 and July 2010, and 3863 freshman and junior students were recruited. Results showed that the between- and within-person relationships between BMI and explosive power, and between BMI and muscular endurance, were negative (independent of sex). The negative between- and within-person associations between BMI and muscular endurance were both invariant with respect to sex. The negative between-person associations between BMI and explosive power were not equivalent for both sexes, yet the within-person associations between BMI and explosive power were equivalent for both sexes. The between-person associations between BMI and flexibility were positive for both sexes, but the within-person associations of these two variables were negative for both sexes. The invariance test confirmed that the positive associations of between-person BMI and between-person flexibility were invariant for both sexes, yet the negative associations of within-person BMI and within-person flexibility were not equivalent for both sexes. Between-and within-person correlations among explosive power, muscular endurance, and flexibility were significantly positive. Only the auto-regressions of BMI and muscular endurance were significant and equivalent for both sexes. |
doi_str_mv | 10.3390/ijerph17155391 |
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Furthermore, a multi-group model test was conducted to explore whether an interaction effect existed between sex and these relationships. The data were collected from a university in Taiwan between August 2009 and July 2010, and 3863 freshman and junior students were recruited. Results showed that the between- and within-person relationships between BMI and explosive power, and between BMI and muscular endurance, were negative (independent of sex). The negative between- and within-person associations between BMI and muscular endurance were both invariant with respect to sex. The negative between-person associations between BMI and explosive power were not equivalent for both sexes, yet the within-person associations between BMI and explosive power were equivalent for both sexes. The between-person associations between BMI and flexibility were positive for both sexes, but the within-person associations of these two variables were negative for both sexes. The invariance test confirmed that the positive associations of between-person BMI and between-person flexibility were invariant for both sexes, yet the negative associations of within-person BMI and within-person flexibility were not equivalent for both sexes. Between-and within-person correlations among explosive power, muscular endurance, and flexibility were significantly positive. 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The invariance test confirmed that the positive associations of between-person BMI and between-person flexibility were invariant for both sexes, yet the negative associations of within-person BMI and within-person flexibility were not equivalent for both sexes. Between-and within-person correlations among explosive power, muscular endurance, and flexibility were significantly positive. Only the auto-regressions of BMI and muscular endurance were significant and equivalent for both sexes.</description><subject>Body mass</subject><subject>Body mass index</subject><subject>Body size</subject><subject>Body weight</subject><subject>Endurance</subject><subject>Invariants</subject><subject>Model testing</subject><subject>Obesity</subject><subject>Physical fitness</subject><subject>Sex</subject><subject>Students</subject><subject>Studies</subject><subject>Teenagers</subject><subject>University students</subject><issn>1660-4601</issn><issn>1661-7827</issn><issn>1660-4601</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><recordid>eNpdkU1P3DAQhi1EVSjtlbOlXrgs2HHixJdKgIAiUUDqVj1a_pgQr7L2YjvA_vsaWCHoab6eeWdGg9A-JYeMCXLkFhBXA21p0zBBt9Au5ZzMak7o9jt_B31JaUEI62ouPqMdVrVVS0i7i-J8AHycUjBOZRc81pAfATw-CXaNf6mU8KW38ISVt_h2WCdn1IjPXfZQSqHH1yEuS-YvuLshH908QHzcuBoS4D_elVRyeY1_58mCz-kr-tSrMcG3jd1D8_Oz-enP2dXNxeXp8dXMMNHkWceN1b0VWnem5UILThSjbYl76ImyndaWVEBNB6YqLbUxQtRCdZqCbnu2h368yq4mvQRryuioRrmKbqniWgbl5MeKd4O8Cw-yrVlVia4IHGwEYrifIGW5dMnAOCoPYUqyqitBmqYWtKDf_0MXYYq-XPdC1Zw1XBTq8JUyMaQUoX9bhhL5_E358ZvsHxdalbU</recordid><startdate>20200727</startdate><enddate>20200727</enddate><creator>Kung, Ya-Tzu</creator><creator>Chang, Chia-Ming</creator><creator>Hwang, Fang-Ming</creator><creator>Chi, Shyh-Ching</creator><general>MDPI AG</general><general>MDPI</general><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8C1</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>K9.</scope><scope>M0S</scope><scope>M1P</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20200727</creationdate><title>The Association between Body Mass Index and Physical Fitness of Normal Weight/Overweight/Obese University Students</title><author>Kung, Ya-Tzu ; Chang, Chia-Ming ; Hwang, Fang-Ming ; Chi, Shyh-Ching</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c395t-86cdbfd9bb8c769b960a3179bbfef0ad8bbd02e1c8ec2c394cc9949a8b1eb7f3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Body mass</topic><topic>Body mass index</topic><topic>Body size</topic><topic>Body weight</topic><topic>Endurance</topic><topic>Invariants</topic><topic>Model testing</topic><topic>Obesity</topic><topic>Physical fitness</topic><topic>Sex</topic><topic>Students</topic><topic>Studies</topic><topic>Teenagers</topic><topic>University students</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Kung, Ya-Tzu</creatorcontrib><creatorcontrib>Chang, Chia-Ming</creatorcontrib><creatorcontrib>Hwang, Fang-Ming</creatorcontrib><creatorcontrib>Chi, Shyh-Ching</creatorcontrib><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Public Health Database</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>International journal of environmental research and public health</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Kung, Ya-Tzu</au><au>Chang, Chia-Ming</au><au>Hwang, Fang-Ming</au><au>Chi, Shyh-Ching</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The Association between Body Mass Index and Physical Fitness of Normal Weight/Overweight/Obese University Students</atitle><jtitle>International journal of environmental research and public health</jtitle><date>2020-07-27</date><risdate>2020</risdate><volume>17</volume><issue>15</issue><spage>5391</spage><pages>5391-</pages><issn>1660-4601</issn><issn>1661-7827</issn><eissn>1660-4601</eissn><abstract>This study aimed to apply longitudinal data (in four waves) to examine relationships between body mass index (BMI), flexibility, muscular endurance, and explosive power, and employed a random-intercept panel model (RIPM) to divide the variations of different waves into between- and within-person variations. Furthermore, a multi-group model test was conducted to explore whether an interaction effect existed between sex and these relationships. The data were collected from a university in Taiwan between August 2009 and July 2010, and 3863 freshman and junior students were recruited. Results showed that the between- and within-person relationships between BMI and explosive power, and between BMI and muscular endurance, were negative (independent of sex). The negative between- and within-person associations between BMI and muscular endurance were both invariant with respect to sex. The negative between-person associations between BMI and explosive power were not equivalent for both sexes, yet the within-person associations between BMI and explosive power were equivalent for both sexes. The between-person associations between BMI and flexibility were positive for both sexes, but the within-person associations of these two variables were negative for both sexes. The invariance test confirmed that the positive associations of between-person BMI and between-person flexibility were invariant for both sexes, yet the negative associations of within-person BMI and within-person flexibility were not equivalent for both sexes. Between-and within-person correlations among explosive power, muscular endurance, and flexibility were significantly positive. Only the auto-regressions of BMI and muscular endurance were significant and equivalent for both sexes.</abstract><cop>Basel</cop><pub>MDPI AG</pub><pmid>32727007</pmid><doi>10.3390/ijerph17155391</doi><oa>free_for_read</oa></addata></record> |
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subjects | Body mass Body mass index Body size Body weight Endurance Invariants Model testing Obesity Physical fitness Sex Students Studies Teenagers University students |
title | The Association between Body Mass Index and Physical Fitness of Normal Weight/Overweight/Obese University Students |
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