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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Public Health</journal-id>
<journal-title>Frontiers in Public Health</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Public Health</abbrev-journal-title>
<issn pub-type="epub">2296-2565</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpubh.2023.1129258</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Public Health</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Correlation of fundamental movement skills with health-related fitness elements in children and adolescents: A systematic review</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Liu</surname> <given-names>Cong</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c003"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/2103063/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Cao</surname> <given-names>Yuxian</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/2247190/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Zhang</surname> <given-names>Zhijie</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/2247195/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Gao</surname> <given-names>Rong</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/2201899/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Qu</surname> <given-names>Guofeng</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c002"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/2201914/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>College of P.E. and Sports, Beijing Normal University</institution>, <addr-line>Beijing</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Primary School Department, Tianjin Binhai Foreign Language School</institution>, <addr-line>Tianjin</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Catherine M. Capio, The Education University of Hong Kong, Hong Kong SAR, China</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Glauber Carvalho Nobre, Ci&#x000EA;ncia e Tecnologia do Cear&#x000E1; (IFCE), Brazil; Jovan Gardasevic, University of Montenegro, Montenegro</p></fn>

<corresp id="c001">&#x0002A;Correspondence: Rong Gao <email>202021070001&#x00040;mail.bnu.edu.cn</email></corresp>
<corresp id="c002">Guofeng Qu <email>201427070012&#x00040;mail.bnu.edu.cn</email></corresp>
<corresp id="c003">Cong Liu <email>201831070001&#x00040;mail.bnu.edu.cn</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Children and Health, a section of the journal Frontiers in Public Health</p></fn></author-notes>
<pub-date pub-type="epub">
<day>27</day>
<month>03</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>11</volume>
<elocation-id>1129258</elocation-id>
<history>
<date date-type="received">
<day>21</day>
<month>12</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>13</day>
<month>03</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2023 Liu, Cao, Zhang, Gao and Qu.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Liu, Cao, Zhang, Gao and Qu</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license> </permissions>
<abstract>
<sec>
<title>Objective</title>
<p>To examine the correlations between fundamental movement skills and health-related fitness elements (cardiopulmonary function, flexibility, body composition, muscle strength and endurance) in children and adolescents and investigate the evaluation methods and tools of fundamental movement skills and health-related fitness.</p>
</sec>
<sec>
<title>Methods</title>
<p>Six electronic databases (Web of Science, PubMed, ProQuest, Scopus, EBSCO and CNKI) were searched, and the research literature on the correlation between children&#x00027;s and adolescents&#x00027; fundamental movement skills and health-related fitness published since 2002 was collected. The guidelines of the Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) statement and the Consolidated Standards of Reporting Trials (CONSORT) statement were used to evaluate the quality of the literature, and the sources, samples, measurement methods, main results and statistical data of the study were analyzed, summarized and discussed.</p>
</sec>
<sec>
<title>Results</title>
<p>After applying the inclusion and exclusion criteria, 49 studies were included. There were 13 tools for evaluating fundamental movement skills and 4 tools for evaluating comprehensive health-related fitness in the included literature. Sufficient research evidence supports a significant positive correlation between fundamental movement skills and cardiopulmonary function (10, 100%) and muscle strength and endurance (12, 100%), and most studies support the positive correlation between fundamental movement skills and flexibility (4, 66.7%), and the significant negative correlation between fundamental movement skills and body composition (29, 67.4%). Studies used skinfold, AF%, BF%, FM, and FFMI as evaluation methods. They showed a consistently significant negative correlation between body composition and fundamental movement skills (9, 100%), while BMI or waist circumference as evaluation methods showed no consistent significant negative correlation result (20, 58.8%). Moreover, in the sub-item evaluation of fundamental movement skills, object manipulation, locomotor and balance skills were all significantly and positively correlated with cardiopulmonary function and muscle strength and endurance. In contrast, locomotor skills were more closely related to body composition than object manipulation skills.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>A significant correlation exists between children&#x00027;s and adolescents&#x00027; fundamental movement skills and health-related fitness elements.</p>
</sec></abstract>
<kwd-group>
<kwd>fundamental movement skills</kwd>
<kwd>flexibility</kwd>
<kwd>body composition</kwd>
<kwd>muscle strength and endurance</kwd>
<kwd>cardiopulmonary function</kwd>
<kwd>health-related fitness</kwd>
</kwd-group>
<counts>
<fig-count count="1"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="98"/>
<page-count count="12"/>
<word-count count="8615"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1. Introduction</title>
<p>Fundamental movement skills are the basis for more advanced and highly specific sports activities and are considered the &#x0201C;building blocks&#x0201D; of more advanced, complex movements required to participate in sports, games, or other context-specific physical activities (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>). Previous studies have confirmed that fundamental movement skills are associated with children&#x00027;s physical, cognitive, and social development and provide the basis for a positive and healthy lifestyle (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B4">4</xref>). However, the relationship between fundamental movement skills and physical health in the current study has yet to be well documented, and whether fundamental movement skills improve the individual&#x00027;s physical health level needs a more detailed discussion.</p>
<p>Health-related fitness is closely related to health outcomes and health indicators (<xref ref-type="bibr" rid="B5">5</xref>), which has been defined by the President&#x00027;s Council on Physical Fitness as consisting of those specific elements of physical fitness that have a relationship with good health, including body composition, cardiopulmonary fitness (cardiopulmonary function), and musculoskeletal fitness (flexibility, muscle strength, and endurance) (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B7">7</xref>). Evaluating health-related fitness elements can provide data that help formulate exercise prescriptions and establish reasonable and achievable fitness goals to motivate participants. Therefore, exploring the correlations between health-related fitness elements and fundamental movement skills will help us understand the role of fundamental movement skills in promoting physical health.</p>
<p>However, only a few studies have reviewed the association between fundamental movement skills and health-related fitness. In a review of fundamental movement skills and the health benefits of children and adolescents, Lubans et al. (<xref ref-type="bibr" rid="B8">8</xref>) found that fundamental movement skills were positively correlated with cardiopulmonary fitness (4 out of 4 studies) and negatively correlated with body weight (6 out of 9 studies). Nevertheless, the relationship between fundamental movement skills and musculoskeletal fitness has not been discussed due to the lack of relevant research at that time. In 2016, Cattuzzoa et al. (<xref ref-type="bibr" rid="B9">9</xref>) reviewed the association between motor competence and health-related fitness elements. They reported a positive association between motor competence and cardiorespiratory fitness and musculoskeletal fitness and an inverse association between body weight status. However, the motor competence mentioned in this review study cannot be equated with fundamental movement skills. Motor competence is a person&#x00027;s ability to execute different motor acts (<xref ref-type="bibr" rid="B10">10</xref>), including fundamental movement skills and motor coordination (<xref ref-type="bibr" rid="B11">11</xref>). Fundamental movement skills are often described more precisely as basic stability, object control and locomotor movements (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B13">13</xref>), while motor coordination is a general term that encompasses various aspects of movement competency (<xref ref-type="bibr" rid="B14">14</xref>), and needs the coordination of complex neural networks (<xref ref-type="bibr" rid="B15">15</xref>). Moreover, there are differences in the evaluation contents of motor competence and fundamental movement skills. Therefore, Cattuzzoa et al. (<xref ref-type="bibr" rid="B9">9</xref>) conclusion cannot be used to correlate fundamental movement skills and health-related fitness elements.</p>
<p>This review aims to systematically examine the correlations between fundamental movement skills and health-related fitness elements, investigate the evaluation methods and tools of fundamental movement skills and health-related fitness, and provide a scientific basis for theoretical and practical research on fundamental movement skills and health-related fitness.</p>
</sec>
<sec id="s2">
<title>2. Methods</title>
<sec>
<title>2.1. Search of the literature</title>
<p>A structured electronic literature search was conducted under the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (<xref ref-type="bibr" rid="B16">16</xref>). The search included six electronic databases (Web of Science, PubMed, ProQuest, Scopus, EBSCO, and CNKI). The retrieval was &#x0201C;[Title/Abstract] = (&#x02018;Fundamental Movement Skills&#x00027; OR &#x02018;Motor skill&#x00027;) AND [Title/Abstract] = (&#x02018;health related fitness&#x00027; OR &#x02018;health benefits&#x00027; OR &#x02018;body composition&#x00027; OR &#x02018;body mass index&#x00027; OR &#x02018;weight&#x00027; OR &#x02018;fat percentage&#x00027; OR &#x02018;cardiorespiratory fitness&#x00027; OR &#x02018;cardiopulmonary function&#x00027; OR &#x02018;musculoskeletal fitness&#x00027; OR &#x02018;muscle strength&#x00027; OR &#x02018;muscle endurance&#x00027; OR &#x02018;flexibility&#x00027;). The search was conducted from January 1, 2000, to November 23, 2022, and only literature in English and Chinese published in peer-reviewed journals was considered.</p>
<p>Two researchers independently screened and reviewed the literature and jointly determined the final article list. If inconsistent screening results occurred, a third researcher was asked to decide.</p>
</sec>
<sec>
<title>2.2. Eligibility criteria</title>
<p>A PECO (population, exposure, comparison and outcome) approach (<xref ref-type="bibr" rid="B17">17</xref>) was used as inclusion criteria: (a) Population: participants were 3&#x02013;16 years old and were in preschool education or school; (b) Exposure: fundamental movement skills, including comprehensive fundamental movement skills or subitems (locomotor, object manipulation, and balance skills); (c) Comparison: health-related fitness elements (cardiopulmonary function, muscle strength and endurance, flexibility, and body composition); (d) Outcome: report or data that makes it possible to estimate associations.</p>
<p>The exclusion criteria were as follows: (a) research articles on special groups, such as cardiovascular disease, developmental coordination disorders, mental disorders, etc.; (b) intervention study (literature on fundamental movement skills and health-related fitness association with an experimental intervention); (c) study sample of fewer than 50 people; (d) no cross-sectional data of fundamental movement skills and health-related fitness; (e) non-English or non-Chinese literature.</p>
</sec>
<sec>
<title>2.3. Data extraction and quality evaluation</title>
<p>The data extraction form retrieved the following information: first author and publication time, test method, health-related fitness elements, study design type, participant, and statistical method. Two researchers independently completed the data extraction, followed by discussion and cross-checking to ensure consistency and accuracy.</p>
<p>The literature quality was assessed using the guidelines of the Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) statement (<xref ref-type="bibr" rid="B18">18</xref>) and the Consolidated Standards of Reporting Trials (CONSORT) statement (<xref ref-type="bibr" rid="B19">19</xref>), based on Lubans et al. (<xref ref-type="bibr" rid="B8">8</xref>) and Cattuzzoa et al. (<xref ref-type="bibr" rid="B9">9</xref>). The quality score for each study was based on six questions: (1) Did the study describe the participant eligibility criteria? (2) Were the participants randomly selected (or for the experimental studies, was the randomization process clearly described and adequately carried out)? (3) Did the study report the sources and details of the FMS assessment, and did the instruments have acceptable reliability for the specific age group? (4) Did the study report the sources and details of the assessment of potential benefits, and did all the methods have acceptable reliability? (5) Did the study report a power calculation, and was the study adequately powered to detect the hypothesized relationships? (6) Did the study report the numbers of individuals who completed each of the different measures, and did participants complete at least 80% of the FMS and benefit measures? The above questions were scored as 0 (missing or underdescribed) or 1 (clear description and presence), and the scores for all questions were combined. Studies scoring 0&#x02013;2 were considered low-quality studies, studies scoring 3&#x02013;4 were classified as medium-quality, and 5&#x02013;6 were classified as high-quality.</p>
</sec>
</sec>
<sec id="s3">
<title>3. Results</title>
<sec>
<title>3.1. Basic information about the literature</title>
<p><xref ref-type="fig" rid="F1">Figure 1</xref> shows the study selection flow chart. A total of 49 articles met the eligibility criteria. These articles all had cross-sectional data, including 44 cross-sectional studies, four longitudinal studies, and one long-term trend study. These articles were published from January 2002 to November 2022. There were 42 English studies and 7 Chinese studies. Eight of the studies were conducted in the UK, eight in China, six in the US, five in Australia, five in Iran, four in Finland, four in Ireland, two in Croatia, and one each in Canada, Slovenia, Brazil, Italy, the Czech Republic, South Korea and South Africa. The study participants ranged from 50 (<xref ref-type="bibr" rid="B20">20</xref>) to 6,917 (<xref ref-type="bibr" rid="B21">21</xref>). Details are given in <xref ref-type="table" rid="T1">Table 1</xref>.</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>Flow chart of the literature review process.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpubh-11-1129258-g0001.tif"/>
</fig>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Summary of the included literature.</p></caption> 
<table frame="box" rules="all">
<thead>
<tr style="background-color:&#x00023;919498;color:&#x00023;ffffff">
<th valign="top" align="left"><bold>Order</bold></th>
<th valign="top" align="left"><bold>References</bold></th>
<th valign="top" align="left"><bold>Date</bold></th>
<th valign="top" align="left"><bold>FMS test method</bold></th>
<th valign="top" align="left"><bold>Health-related fitness test method</bold></th>
<th valign="top" align="left"><bold>Health-related fitness elements</bold></th>
<th valign="top" align="left"><bold>Type of study</bold></th>
<th valign="top" align="left"><bold>Sample</bold></th>
<th valign="top" align="left"><bold>Statistical methods</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="left">Aalizadeh et al. (<xref ref-type="bibr" rid="B22">22</xref>)</td>
<td valign="top" align="left">2013</td>
<td valign="top" align="left">TGMD-2</td>
<td valign="top" align="left">BMI</td>
<td valign="top" align="left">BC</td>
<td valign="top" align="left">C</td>
<td valign="top" align="left">241 (age 7&#x02013;10)</td>
<td valign="top" align="left">Pearson correlation, multiple linear regressions</td>
</tr> <tr>
<td valign="top" align="left">2</td>
<td valign="top" align="left">Behan et al. (<xref ref-type="bibr" rid="B23">23</xref>)</td>
<td valign="top" align="left">2022</td>
<td valign="top" align="left">TGMD-3, vertical jump, balance</td>
<td valign="top" align="left">BMI, WC, grip strength, plank, sit and reach, PACER,</td>
<td valign="top" align="left">BC, CVE, MF, Flex</td>
<td valign="top" align="left">C</td>
<td valign="top" align="left">2,098 (age 5&#x02013;12)</td>
<td valign="top" align="left">MANCOVA</td>
</tr> <tr>
<td valign="top" align="left">3</td>
<td valign="top" align="left">Bolger et al. (<xref ref-type="bibr" rid="B24">24</xref>)</td>
<td valign="top" align="left">2019</td>
<td valign="top" align="left">TGMD-2</td>
<td valign="top" align="left">BMI, WC, 550-meter walk/run</td>
<td valign="top" align="left">BC, CVE</td>
<td valign="top" align="left">C</td>
<td valign="top" align="left">296 (mean age 7.9 &#x000B1; 2.0)</td>
<td valign="top" align="left">Pearson correlation</td>
</tr> <tr>
<td valign="top" align="left">4</td>
<td valign="top" align="left">Bryant et al. (<xref ref-type="bibr" rid="B25">25</xref>)</td>
<td valign="top" align="left">2014</td>
<td valign="top" align="left">POC</td>
<td valign="top" align="left">BMI</td>
<td valign="top" align="left">BC</td>
<td valign="top" align="left">C</td>
<td valign="top" align="left">281 (age 6&#x02013;11)</td>
<td valign="top" align="left">MANOVA</td>
</tr> <tr>
<td valign="top" align="left">5</td>
<td valign="top" align="left">Bryant et al. (<xref ref-type="bibr" rid="B26">26</xref>)</td>
<td valign="top" align="left">2014</td>
<td valign="top" align="left">POC</td>
<td valign="top" align="left">BMI, BF%</td>
<td valign="top" align="left">BC</td>
<td valign="top" align="left">L</td>
<td valign="top" align="left">T1: 281 (mean age 8.9 &#x000B1; 1.4); T2: 252 (mean age 9.8 &#x000B1; 1.4)</td>
<td valign="top" align="left">Multiple linear regression</td>
</tr> <tr>
<td valign="top" align="left">6</td>
<td valign="top" align="left">Butterfield et al. (<xref ref-type="bibr" rid="B27">27</xref>)</td>
<td valign="top" align="left">2002</td>
<td valign="top" align="left">TGMD</td>
<td valign="top" align="left">BMI</td>
<td valign="top" align="left">BC</td>
<td valign="top" align="left">C</td>
<td valign="top" align="left">65 (age 5&#x02013;8)</td>
<td valign="top" align="left">Multiple linear regressions</td>
</tr> <tr>
<td valign="top" align="left">7</td>
<td valign="top" align="left">Chen et al. (<xref ref-type="bibr" rid="B28">28</xref>)</td>
<td valign="top" align="left">2016</td>
<td valign="top" align="left">PE metrics</td>
<td valign="top" align="left">FitnessGram assessment</td>
<td valign="top" align="left">CVE, MF, Flex</td>
<td valign="top" align="left">C</td>
<td valign="top" align="left">565 (age 9&#x02013;10)</td>
<td valign="top" align="left">Multiple linear regressions</td>
</tr> <tr>
<td valign="top" align="left">8</td>
<td valign="top" align="left">Comeau et al. (<xref ref-type="bibr" rid="B29">29</xref>)</td>
<td valign="top" align="left">2017</td>
<td valign="top" align="left">Passport for Life, PLAYbasic</td>
<td valign="top" align="left">BMI, grip strength, PACER, BF%</td>
<td valign="top" align="left">BC, CVE, MF</td>
<td valign="top" align="left">C</td>
<td valign="top" align="left">145 (age 9&#x02013;12)</td>
<td valign="top" align="left">Pearson correlation, Multiple linear regressions</td>
</tr> <tr>
<td valign="top" align="left">9</td>
<td valign="top" align="left">Duncan et al. (<xref ref-type="bibr" rid="B30">30</xref>)</td>
<td valign="top" align="left">2017</td>
<td valign="top" align="left">POC</td>
<td valign="top" align="left">BMI, BF%</td>
<td valign="top" align="left">BC</td>
<td valign="top" align="left">C</td>
<td valign="top" align="left">248 (age 6&#x02013;11)</td>
<td valign="top" align="left">MANCOVA</td>
</tr> <tr>
<td valign="top" align="left">10</td>
<td valign="top" align="left">Duncan et al. (<xref ref-type="bibr" rid="B31">31</xref>)</td>
<td valign="top" align="left">2021</td>
<td valign="top" align="left">TGMD-2</td>
<td valign="top" align="left">BMI</td>
<td valign="top" align="left">BC</td>
<td valign="top" align="left">L</td>
<td valign="top" align="left">T1: 177 (mean age 4.0 &#x000B1; 0.7); T2: 91 (mean age 5.0 &#x000B1; 0.7)</td>
<td valign="top" align="left">Multiple linear regressions</td>
</tr> <tr>
<td valign="top" align="left">11</td>
<td valign="top" align="left">Foulkes et al. (<xref ref-type="bibr" rid="B32">32</xref>)</td>
<td valign="top" align="left">2021</td>
<td valign="top" align="left">TGMD-2</td>
<td valign="top" align="left">BMI</td>
<td valign="top" align="left">BC</td>
<td valign="top" align="left">L</td>
<td valign="top" align="left">T1: 240 (mean age 4.5 &#x000B1; 0.6); T2: 181 (mean age 10 &#x000B1; 0.6)</td>
<td valign="top" align="left">Linear regression</td>
</tr> <tr>
<td valign="top" align="left">12</td>
<td valign="top" align="left">Franjko et al. (<xref ref-type="bibr" rid="B33">33</xref>)</td>
<td valign="top" align="left">2012</td>
<td valign="top" align="left">TGMD-2, POLYGON</td>
<td valign="top" align="left">BMI, BF%</td>
<td valign="top" align="left">BC</td>
<td valign="top" align="left">C</td>
<td valign="top" align="left">73 (Grade 2)</td>
<td valign="top" align="left">Pearson&#x00027;s correlation</td>
</tr> <tr>
<td valign="top" align="left">13</td>
<td valign="top" align="left">Gu et al. (<xref ref-type="bibr" rid="B34">34</xref>)</td>
<td valign="top" align="left">2021</td>
<td valign="top" align="left">PE Metrics</td>
<td valign="top" align="left">FitnessGram assessment, BMI</td>
<td valign="top" align="left">BC, CVE, MF</td>
<td valign="top" align="left">C</td>
<td valign="top" align="left">342 (mean age 8.4 &#x000B1; 0.50)</td>
<td valign="top" align="left">Pearson correlation</td>
</tr> <tr>
<td valign="top" align="left">14</td>
<td valign="top" align="left">Hardy et al. (<xref ref-type="bibr" rid="B21">21</xref>)</td>
<td valign="top" align="left">2012</td>
<td valign="top" align="left">POC</td>
<td valign="top" align="left">PACER, BMI</td>
<td valign="top" align="left">BC, CVE</td>
<td valign="top" align="left">C</td>
<td valign="top" align="left">6,917 (age 7&#x02013;14)</td>
<td valign="top" align="left">Odds ratios (ORs)</td>
</tr> <tr>
<td valign="top" align="left">15</td>
<td valign="top" align="left">Hua et al. (<xref ref-type="bibr" rid="B35">35</xref>)</td>
<td valign="top" align="left">2017</td>
<td valign="top" align="left">TGMD-2</td>
<td valign="top" align="left">BMI</td>
<td valign="top" align="left">BC</td>
<td valign="top" align="left">C</td>
<td valign="top" align="left">240 (age 7&#x02013;10)</td>
<td valign="top" align="left">One-way ANOVA</td>
</tr> <tr>
<td valign="top" align="left">16</td>
<td valign="top" align="left">Huan et al. (<xref ref-type="bibr" rid="B36">36</xref>)</td>
<td valign="top" align="left">2019</td>
<td valign="top" align="left">TGMD-3</td>
<td valign="top" align="left">NPFTSM-Preschool</td>
<td valign="top" align="left">MF, Flex</td>
<td valign="top" align="left">C</td>
<td valign="top" align="left">646 (age 3&#x02013;6)</td>
<td valign="top" align="left">Canonical correlation coefficient</td>
</tr> <tr>
<td valign="top" align="left">17</td>
<td valign="top" align="left">Hume et al. (<xref ref-type="bibr" rid="B37">37</xref>)</td>
<td valign="top" align="left">2008</td>
<td valign="top" align="left">Fundamental motor skills Assessment</td>
<td valign="top" align="left">BMI</td>
<td valign="top" align="left">BC</td>
<td valign="top" align="left">C</td>
<td valign="top" align="left">248 (age 9&#x02013;12)</td>
<td valign="top" align="left">Pearson correlation</td>
</tr> <tr>
<td valign="top" align="left">18</td>
<td valign="top" align="left">Huotari et al. (<xref ref-type="bibr" rid="B38">38</xref>)</td>
<td valign="top" align="left">2018</td>
<td valign="top" align="left">Move!</td>
<td valign="top" align="left">BMI</td>
<td valign="top" align="left">BC</td>
<td valign="top" align="left">S</td>
<td valign="top" align="left">T1: 2,390 (grade 9); T2: 1,346 (grade 9)</td>
<td valign="top" align="left">General linear model</td>
</tr> <tr>
<td valign="top" align="left">19</td>
<td valign="top" align="left">Jaakkola et al. (<xref ref-type="bibr" rid="B39">39</xref>)</td>
<td valign="top" align="left">2019</td>
<td valign="top" align="left">Move!</td>
<td valign="top" align="left">PACER, curl-up test, push-up</td>
<td valign="top" align="left">CVE, MF</td>
<td valign="top" align="left">L</td>
<td valign="top" align="left">491; T1: mean age 11.26; T2: mean age 12.26</td>
<td valign="top" align="left">The standardized parameter estimates of the multigroup model</td>
</tr>
<tr>
<td valign="top" align="left">20</td>
<td valign="top" align="left">Jarvis et al. (<xref ref-type="bibr" rid="B40">40</xref>)</td>
<td valign="top" align="left">2018</td>
<td valign="top" align="left">POC</td>
<td valign="top" align="left">ALPHA, 20-meter sprint</td>
<td valign="top" align="left">BC, CVE, MF</td>
<td valign="top" align="left">C</td>
<td valign="top" align="left"><italic>n =</italic> 553 (age 9&#x02013;12)</td>
<td valign="top" align="left">Zero order correlations</td>
</tr> <tr>
<td valign="top" align="left">21</td>
<td valign="top" align="left">Jing et al. (<xref ref-type="bibr" rid="B41">41</xref>)</td>
<td valign="top" align="left">2019</td>
<td valign="top" align="left">TGMD-2</td>
<td valign="top" align="left">NPFTSM-Preschool</td>
<td valign="top" align="left">MF</td>
<td valign="top" align="left">C</td>
<td valign="top" align="left">498 (age 3&#x02013;5)</td>
<td valign="top" align="left">Partial correlation and multiple regressions</td>
</tr> <tr>
<td valign="top" align="left">22</td>
<td valign="top" align="left">Joensuu et al. (<xref ref-type="bibr" rid="B42">42</xref>)</td>
<td valign="top" align="left">2018</td>
<td valign="top" align="left">Move!</td>
<td valign="top" align="left">FMI, FFMI</td>
<td valign="top" align="left">BC</td>
<td valign="top" align="left">C</td>
<td valign="top" align="left"><italic>n</italic> = 594 (mean age 12.4 &#x000B1; 1.3)</td>
<td valign="top" align="left">Unstandardized regression coefficients</td>
</tr> <tr>
<td valign="top" align="left">23</td>
<td valign="top" align="left">Jones et al. (<xref ref-type="bibr" rid="B43">43</xref>)</td>
<td valign="top" align="left">2010</td>
<td valign="top" align="left">POC</td>
<td valign="top" align="left">BMI</td>
<td valign="top" align="left">BC</td>
<td valign="top" align="left">C</td>
<td valign="top" align="left">1,414 (age 9&#x02013;11)</td>
<td valign="top" align="left">One-way ANOVA</td>
</tr> <tr>
<td valign="top" align="left">24</td>
<td valign="top" align="left">Kelly et al. (<xref ref-type="bibr" rid="B44">44</xref>)</td>
<td valign="top" align="left">2019</td>
<td valign="top" align="left">TGMD-3</td>
<td valign="top" align="left">BMI</td>
<td valign="top" align="left">BC</td>
<td valign="top" align="left">C</td>
<td valign="top" align="left"><italic>n</italic> = 414 (age 6&#x02013;12)</td>
<td valign="top" align="left">Independent samples t-tests</td>
</tr> <tr>
<td valign="top" align="left">25</td>
<td valign="top" align="left">Kemp et al. (<xref ref-type="bibr" rid="B45">45</xref>)</td>
<td valign="top" align="left">2013</td>
<td valign="top" align="left">TGMD-2</td>
<td valign="top" align="left">Skinfolds, WC, BMI</td>
<td valign="top" align="left">BC</td>
<td valign="top" align="left">C</td>
<td valign="top" align="left">816 (mean age 6.87 &#x000B1; 0.39)</td>
<td valign="top" align="left">One-way ANOVA</td>
</tr> <tr>
<td valign="top" align="left">26</td>
<td valign="top" align="left">Khalaj and Amri (<xref ref-type="bibr" rid="B46">46</xref>)</td>
<td valign="top" align="left">2013</td>
<td valign="top" align="left">TGMD-2</td>
<td valign="top" align="left">BMI</td>
<td valign="top" align="left">BC</td>
<td valign="top" align="left">C</td>
<td valign="top" align="left">160 (age 4&#x02013;8)</td>
<td valign="top" align="left">One-way ANOVA</td>
</tr> <tr>
<td valign="top" align="left">27</td>
<td valign="top" align="left">Kim and Lee (<xref ref-type="bibr" rid="B47">47</xref>)</td>
<td valign="top" align="left">2016</td>
<td valign="top" align="left">TGMD-2</td>
<td valign="top" align="left">BMI</td>
<td valign="top" align="left">BC</td>
<td valign="top" align="left">C</td>
<td valign="top" align="left">216 (age 5&#x02013;6)</td>
<td valign="top" align="left">Pearson correlation</td>
</tr> <tr>
<td valign="top" align="left">28</td>
<td valign="top" align="left">Marinsek et al. (<xref ref-type="bibr" rid="B48">48</xref>)</td>
<td valign="top" align="left">2019</td>
<td valign="top" align="left">Eight FMS</td>
<td valign="top" align="left">BMI</td>
<td valign="top" align="left">BC</td>
<td valign="top" align="left">C</td>
<td valign="top" align="left"><italic>n</italic> = 322 (age 5&#x02013;10)</td>
<td valign="top" align="left">MANCOVA</td>
</tr> <tr>
<td valign="top" align="left">29</td>
<td valign="top" align="left">Morano et al. (<xref ref-type="bibr" rid="B49">49</xref>)</td>
<td valign="top" align="left">2011</td>
<td valign="top" align="left">TGMD-2</td>
<td valign="top" align="left">BMI</td>
<td valign="top" align="left">BC</td>
<td valign="top" align="left">C</td>
<td valign="top" align="left">80 (mean age 4.5 &#x000B1; 0.5)</td>
<td valign="top" align="left">One-way ANOVA</td>
</tr> <tr>
<td valign="top" align="left">30</td>
<td valign="top" align="left">Musalek et al. (<xref ref-type="bibr" rid="B50">50</xref>)</td>
<td valign="top" align="left">2017</td>
<td valign="top" align="left">MABC-2</td>
<td valign="top" align="left">Skinfolds, BMI</td>
<td valign="top" align="left">BC</td>
<td valign="top" align="left">C</td>
<td valign="top" align="left">152 (age 3&#x02013;6)</td>
<td valign="top" align="left">Variance ANOVA</td>
</tr> <tr>
<td valign="top" align="left">31</td>
<td valign="top" align="left">Nervik et al. (<xref ref-type="bibr" rid="B19">19</xref>)</td>
<td valign="top" align="left">2011</td>
<td valign="top" align="left">PDMS-2</td>
<td valign="top" align="left">BMI</td>
<td valign="top" align="left">BC</td>
<td valign="top" align="left">C</td>
<td valign="top" align="left">50 (age 3&#x02013;5)</td>
<td valign="top" align="left">Pearson correlation, multiple regressions</td>
</tr> <tr>
<td valign="top" align="left">32</td>
<td valign="top" align="left">Okely et al. (<xref ref-type="bibr" rid="B51">51</xref>)</td>
<td valign="top" align="left">2004</td>
<td valign="top" align="left">Fundamental motor skills Assessment</td>
<td valign="top" align="left">BMI, WC</td>
<td valign="top" align="left">BC</td>
<td valign="top" align="left">C</td>
<td valign="top" align="left">4,363 (grades 2, 4, 6, 8, 10)</td>
<td valign="top" align="left">Multiple linear regressions</td>
</tr> <tr>
<td valign="top" align="left">33</td>
<td valign="top" align="left">Poulsen et al. (<xref ref-type="bibr" rid="B52">52</xref>)</td>
<td valign="top" align="left">2011</td>
<td valign="top" align="left">TGMD-2</td>
<td valign="top" align="left">BMI</td>
<td valign="top" align="left">BC</td>
<td valign="top" align="left">C</td>
<td valign="top" align="left">116 (mean age 8.6 &#x000B1; 1.4)</td>
<td valign="top" align="left">Multiple linear regressions</td>
</tr> <tr>
<td valign="top" align="left">34</td>
<td valign="top" align="left">Rainer and Jarvis (<xref ref-type="bibr" rid="B53">53</xref>)</td>
<td valign="top" align="left">2019</td>
<td valign="top" align="left">POC</td>
<td valign="top" align="left">ALPHA</td>
<td valign="top" align="left">BC, CVE, MF</td>
<td valign="top" align="left">C</td>
<td valign="top" align="left">307 (age 10&#x02013;11)</td>
<td valign="top" align="left">Pearson product-moment correlation</td>
</tr> <tr>
<td valign="top" align="left">35</td>
<td valign="top" align="left">Roberts et al. (<xref ref-type="bibr" rid="B54">54</xref>)</td>
<td valign="top" align="left">2012</td>
<td valign="top" align="left">MABC-2</td>
<td valign="top" align="left">BMI</td>
<td valign="top" align="left">BC</td>
<td valign="top" align="left">C</td>
<td valign="top" align="left">4,650 (age 4&#x02013;6)</td>
<td valign="top" align="left">One-way ANOVA</td>
</tr> <tr>
<td valign="top" align="left">36</td>
<td valign="top" align="left">Roscoe et al. (<xref ref-type="bibr" rid="B55">55</xref>)</td>
<td valign="top" align="left">2019</td>
<td valign="top" align="left">TGMD-2</td>
<td valign="top" align="left">BMI</td>
<td valign="top" align="left">BC</td>
<td valign="top" align="left">C</td>
<td valign="top" align="left">185 (age 3&#x02013;4)</td>
<td valign="top" align="left">Univariate ANOVA</td>
</tr> <tr>
<td valign="top" align="left">37</td>
<td valign="top" align="left">Shengkou et al. (<xref ref-type="bibr" rid="B56">56</xref>)</td>
<td valign="top" align="left">2015</td>
<td valign="top" align="left">TGMD-2</td>
<td valign="top" align="left">NPFTSM-Preschool, BMI</td>
<td valign="top" align="left">BC</td>
<td valign="top" align="left">C</td>
<td valign="top" align="left">289 (age 3&#x02013;6)</td>
<td valign="top" align="left">Correlation analysis</td>
</tr> <tr>
<td valign="top" align="left">38</td>
<td valign="top" align="left">Siahkouhian et al. (<xref ref-type="bibr" rid="B57">57</xref>)</td>
<td valign="top" align="left">2011</td>
<td valign="top" align="left">TGMD-2</td>
<td valign="top" align="left">BMI</td>
<td valign="top" align="left">BC</td>
<td valign="top" align="left">C</td>
<td valign="top" align="left">200 (age 7&#x02013;8)</td>
<td valign="top" align="left">Pearson correlation</td>
</tr> <tr>
<td valign="top" align="left">39</td>
<td valign="top" align="left">Slotte et al. (<xref ref-type="bibr" rid="B58">58</xref>)</td>
<td valign="top" align="left">2015</td>
<td valign="top" align="left">TGMD-2</td>
<td valign="top" align="left">BF%, AF%, WC, BMI</td>
<td valign="top" align="left">BC</td>
<td valign="top" align="left">C</td>
<td valign="top" align="left">304 (age 8)</td>
<td valign="top" align="left">Spearman&#x00027;s correlations</td>
</tr> <tr>
<td valign="top" align="left">40</td>
<td valign="top" align="left">Spessato et al. (<xref ref-type="bibr" rid="B59">59</xref>)</td>
<td valign="top" align="left">2012</td>
<td valign="top" align="left">TGMD-2</td>
<td valign="top" align="left">BMI</td>
<td valign="top" align="left">BC</td>
<td valign="top" align="left">C</td>
<td valign="top" align="left">178 (age 4&#x02013;7)</td>
<td valign="top" align="left">Multiple regression</td>
</tr> <tr>
<td valign="top" align="left">41</td>
<td valign="top" align="left">Vameghi et al. (<xref ref-type="bibr" rid="B60">60</xref>)</td>
<td valign="top" align="left">2013</td>
<td valign="top" align="left">OSU-SIGMA</td>
<td valign="top" align="left">BMI</td>
<td valign="top" align="left">BC</td>
<td valign="top" align="left">C</td>
<td valign="top" align="left">400 (age 4&#x02013;6)</td>
<td valign="top" align="left">Multiple regression</td>
</tr> <tr>
<td valign="top" align="left">42</td>
<td valign="top" align="left">Vameghi et al. (<xref ref-type="bibr" rid="B61">61</xref>)</td>
<td valign="top" align="left">2013</td>
<td valign="top" align="left">OSU-SIGMA</td>
<td valign="top" align="left">BMI</td>
<td valign="top" align="left">BC</td>
<td valign="top" align="left">C</td>
<td valign="top" align="left">600 (age 3&#x02013;6)</td>
<td valign="top" align="left">Kendall&#x00027;s tau-b test</td>
</tr> <tr>
<td valign="top" align="left">43</td>
<td valign="top" align="left">Webster et al. (<xref ref-type="bibr" rid="B62">62</xref>)</td>
<td valign="top" align="left">2021</td>
<td valign="top" align="left">TGMD-2</td>
<td valign="top" align="left">BMI, BF%, FMI, FFMI</td>
<td valign="top" align="left">BC</td>
<td valign="top" align="left">C</td>
<td valign="top" align="left">244 (mean age 6.05 &#x000B1; 2.01)</td>
<td valign="top" align="left">Multiple linear regressions</td>
</tr> <tr>
<td valign="top" align="left">44</td>
<td valign="top" align="left">Wesley et al. (<xref ref-type="bibr" rid="B63">63</xref>)</td>
<td valign="top" align="left">2016</td>
<td valign="top" align="left">TGMD-2</td>
<td valign="top" align="left">BMI</td>
<td valign="top" align="left">BC</td>
<td valign="top" align="left">C</td>
<td valign="top" align="left">85 (mean age 12.7 &#x000B1; 0.4)</td>
<td valign="top" align="left">Multiple linear regressions</td>
</tr> <tr>
<td valign="top" align="left">45</td>
<td valign="top" align="left">Yameng et al. (<xref ref-type="bibr" rid="B64">64</xref>)</td>
<td valign="top" align="left">2019</td>
<td valign="top" align="left">TGMD-3</td>
<td valign="top" align="left">NPFTSM-Preschool, BMI</td>
<td valign="top" align="left">MF, Flex, BC</td>
<td valign="top" align="left">C</td>
<td valign="top" align="left">201 (age 3&#x02013;5)</td>
<td valign="top" align="left">One-way ANOVA</td>
</tr>
<tr>
<td valign="top" align="left">46</td>
<td valign="top" align="left">Yang et al. (<xref ref-type="bibr" rid="B65">65</xref>)</td>
<td valign="top" align="left">2015</td>
<td valign="top" align="left">TGMD-2</td>
<td valign="top" align="left">BMI</td>
<td valign="top" align="left">BC</td>
<td valign="top" align="left">C</td>
<td valign="top" align="left">1,200 (age 3&#x02013;7)</td>
<td valign="top" align="left">One-way ANOVA</td>
</tr> <tr>
<td valign="top" align="left">47</td>
<td valign="top" align="left">Yanmin et al. (<xref ref-type="bibr" rid="B66">66</xref>)</td>
<td valign="top" align="left">2021</td>
<td valign="top" align="left">TGMD-3</td>
<td valign="top" align="left">NPFTSM-Preschool</td>
<td valign="top" align="left">MF, Flex</td>
<td valign="top" align="left">C</td>
<td valign="top" align="left">304 (age 3&#x02013;6)</td>
<td valign="top" align="left">Partial and bivariate correlation, multiple regressions</td>
</tr> <tr>
<td valign="top" align="left">48</td>
<td valign="top" align="left">Yuanchun et al. (<xref ref-type="bibr" rid="B67">67</xref>)</td>
<td valign="top" align="left">2013</td>
<td valign="top" align="left">TGMD-2</td>
<td valign="top" align="left">BMI</td>
<td valign="top" align="left">BC</td>
<td valign="top" align="left">C</td>
<td valign="top" align="left">852 (age 6&#x02013;9)</td>
<td valign="top" align="left">One-way ANOVA, Kendall&#x00027;s tau-b test</td>
</tr> <tr>
<td valign="top" align="left">49</td>
<td valign="top" align="left">Zuvela and Kezic Krstulovic (<xref ref-type="bibr" rid="B68">68</xref>)</td>
<td valign="top" align="left">2016</td>
<td valign="top" align="left">POLYGON</td>
<td valign="top" align="left">standing long jump, sit and reach, 1/4-Mile</td>
<td valign="top" align="left">MF, CVE, Flex</td>
<td valign="top" align="left">C</td>
<td valign="top" align="left">90 (age 8)</td>
<td valign="top" align="left">Multiple linear regressions</td>
</tr></tbody>
</table>
<table-wrap-foot>
<p>FMS, fundamental movement skills; TGMD, test of gross motor development; POC, get-skilled get-active process-oriented checklists; POLYGON, a new fundamental movement skills test for 8-year-old children; PE metrics, physical education metrics elementary assessments; Move!, monitoring system for physical functional capacity; MABC, movement assessment battery for children-second edition; PDMS, peabody developmental motor scales; OSU-SIGMA, the Ohio State University scale of intra gross motor assessment; BMI, body mass index; WC, waist circumference; PACER, progressive aerobic cardiovascular endurance run; BF%, body fat percentage; FitnessGram Assessment, Presidential Youth Fitness Program assessment; ALPHA, the health-related fitness test battery for children and adolescents; NPFTSM-Preschool, National Physical Fitness Test Standards Manual-Preschool part; AF%, abdominal fat percentage; FMI, fat mass index; FFMI, fat-free mass index; BC, body composition; CVE, cardiopulmonary function; MF, muscle strength and endurance; Flex, flexibility; C, cross-sectional study; L, longitudinal study; S, secular trend study;T1, the first measurement; T2, the second measurement; MANCOVA, multivariate analysis of covariance; ANOVA, analysis of variance.</p>
</table-wrap-foot>
</table-wrap>

</sec>
<sec>
<title>3.2. Quality evaluation of the research literature</title>
<p>The authors had a 94% consensus on the study assessment criteria and reached a complete consensus after discussion. Twenty-eight studies were identified as high-quality, 21 were rated as moderate-quality, and none were classified as low-quality. Most studies used valid and reliable measures of fundamental movement skills assessment. All studies reported reliable data on their potential benefits, methods for valid calculations, and whether the study had sufficient evidence to support the hypothesis relationship.</p>
</sec>
<sec>
<title>3.3. Fundamental movement skills assessment tools</title>
<p>The literature included 13 fundamental movement skill assessment tools, as shown in <xref ref-type="table" rid="T2">Table 2</xref>. Because the research topics were limited to fundamental movement skills, the literature using Koperkoordination-Test fur Kinder (KTK) (<xref ref-type="bibr" rid="B81">81</xref>) and Bruininks-Oseretsky Test of Motor Proficiency (BOTMP &#x00026; BOT-2) (<xref ref-type="bibr" rid="B82">82</xref>), mainly used to test motor coordination and fine motor skills, was omitted.</p>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>List of fundamental movement skill evaluation tools.</p></caption> 
<table frame="box" rules="all">
<thead>
<tr style="background-color:&#x00023;919498;color:&#x00023;ffffff">
<th valign="top" align="left"><bold>Evaluation tools</bold></th>
<th valign="top" align="left"><bold>Full name</bold></th>
<th valign="top" align="left"><bold>Publisher, date</bold></th>
<th valign="top" align="center"><bold>Applicable age</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">TGMD</td>
<td valign="top" align="left">Test of gross motor development</td>
<td valign="top" align="left">Ulrich (<xref ref-type="bibr" rid="B69">69</xref>)</td>
<td valign="top" align="center">3&#x02013;10</td>
</tr> <tr>
<td valign="top" align="left">TGMD-2</td>
<td valign="top" align="left">Test of Gross Motor Development-2</td>
<td valign="top" align="left">Ulrich (<xref ref-type="bibr" rid="B70">70</xref>)</td>
<td valign="top" align="center">3&#x02013;10</td>
</tr> <tr>
<td valign="top" align="left">TGMD-3</td>
<td valign="top" align="left">Test of Gross Motor Development-3</td>
<td valign="top" align="left">Ulrich (<xref ref-type="bibr" rid="B71">71</xref>)</td>
<td valign="top" align="center">3&#x02013;10</td>
</tr> <tr>
<td valign="top" align="left">POC</td>
<td valign="top" align="left">Get-skilled Get-active process-oriented checklists</td>
<td valign="top" align="left">Bibby (<xref ref-type="bibr" rid="B72">72</xref>)</td>
<td valign="top" align="center">3&#x02013;12</td>
</tr> <tr>
<td valign="top" align="left">Fundamental motor skills assessment</td>
<td valign="top" align="left">Fundamental motor skills assessment: A manual for classroom teachers</td>
<td valign="top" align="left">Walkley et al. (<xref ref-type="bibr" rid="B73">73</xref>)</td>
<td valign="top" align="center">3&#x02013;10</td>
</tr> <tr>
<td valign="top" align="left">POLYGON</td>
<td valign="top" align="left">A new fundamental movement skills test for 8-year-old children</td>
<td valign="top" align="left">Zuvela et al. (<xref ref-type="bibr" rid="B74">74</xref>)</td>
<td valign="top" align="center">8</td>
</tr> <tr>
<td valign="top" align="left">OSU-SIGMA</td>
<td valign="top" align="left">The Ohio State University scale of intra gross motor assessment</td>
<td valign="top" align="left">Loovis and Ersing (<xref ref-type="bibr" rid="B75">75</xref>)</td>
<td valign="top" align="center">2.5&#x02013;14</td>
</tr> <tr>
<td valign="top" align="left">MABC-2</td>
<td valign="top" align="left">Movement assessment battery for children-2</td>
<td valign="top" align="left">Henderson and Sugden (<xref ref-type="bibr" rid="B10">10</xref>)</td>
<td valign="top" align="center">3&#x02013;16</td>
</tr> <tr>
<td valign="top" align="left">PE metrics</td>
<td valign="top" align="left">Physical education metrics elementary assessments</td>
<td valign="top" align="left">Dyson et al. (<xref ref-type="bibr" rid="B76">76</xref>)</td>
<td valign="top" align="center">3&#x02013;18</td>
</tr> <tr>
<td valign="top" align="left">PLAYbasic</td>
<td valign="top" align="left">The physical literacy assessment for youth</td>
<td valign="top" align="left">Kriellaars (<xref ref-type="bibr" rid="B77">77</xref>)</td>
<td valign="top" align="center">7&#x02013;12</td>
</tr> <tr>
<td valign="top" align="left">Passport for life</td>
<td valign="top" align="left">Passport for life assessment</td>
<td valign="top" align="left">Physical &#x00026; Health Education Canada (<xref ref-type="bibr" rid="B78">78</xref>)</td>
<td valign="top" align="center">8&#x02013;12</td>
</tr> <tr>
<td valign="top" align="left">PDMS-2</td>
<td valign="top" align="left">Peabody developmental motor scales 2nd edition</td>
<td valign="top" align="left">Folio and Fewell (<xref ref-type="bibr" rid="B79">79</xref>)</td>
<td valign="top" align="center">0&#x02013;6</td>
</tr> <tr>
<td valign="top" align="left">Move!</td>
<td valign="top" align="left">Monitoring system for physical functional capacity</td>
<td valign="top" align="left">The Finnish National Ministry of Education and Culture (<xref ref-type="bibr" rid="B80">80</xref>)</td>
<td valign="top" align="center">7&#x02013;18</td>
</tr></tbody>
</table>
</table-wrap>
<p>The included studies have differences in the selection of fundamental movement skills evaluation tools. Thirty-five studies (71.5%) used process assessment, including 20 studies that used TGMD-2 as a single test, one used TGMD, 7 used POC, 3 used the Fundamental motor skills Assessment, two used OSU-SIGMA, 1 used PDMS-2, and one used Passport for Life and PLAYbasic. Eight (16.3%) studies used outcome assessments, 2 used the PE metric, 3 used the Move!, 1 study used POLYGON, and 2 used MABC-2. Six (12.2%) studies used a combination of process and outcome assessment, 5 of which used the TGMD-3 assessment tool, and 1 used the TGMD-2 and POLYGON.</p>
</sec>
<sec>
<title>3.4. Health-related fitness assessment tools</title>
<p>Among the included literature, there were 4 tools for comprehensive evaluation of health-related fitness, including the health-related fitness test battery for children and adolescents (ALPHA), FitnessGram assessment (FitnessGram), Monitoring system for physical functional capacity (Move!) and National Physical Fitness Test Standards Manual-Preschool part (NPFTSM-Preschool).</p>
<p>ALPHA was published by Ruiz et al. (<xref ref-type="bibr" rid="B83">83</xref>) based on assessment methodology for physical activity levels in the European Member States. Testing included a 20-meter shuttle run, grip strength, standing long jump, body mass index, skinfold thickness and waist circumference.</p>
<p>FitnessGram is now the educational assessment of the Presidential Youth Fitness Program (<xref ref-type="bibr" rid="B84">84</xref>). The test items include pull-ups for boys/modified pull-ups for girls, straight leg sit-ups, shuttle run, standing broad (long) jump, 50-yd dash, and softball throw for distance, 600-yd run/walk, and three aquatic tests that are rarely used.</p>
<p>Move! is a national physical functional capacity monitoring and feedback system for Finnish 5th and 8th-grade pupils (<xref ref-type="bibr" rid="B80">80</xref>). Move! consists of eight sections of measurements that provide information about the state of physical functional capacity. The sections measure pupils&#x00027; endurance, strength, speed, mobility, balance, and fundamental movement skills. The specific items are the 20-meter line run, five continuous jumps, upper body lift, push-up, body mobility, squat, lower back extension, right and left shoulders, and a throw-catch combination.</p>
<p>NPFTSM-Preschool (<xref ref-type="bibr" rid="B85">85</xref>) was promulgated by the Ministry of Education of the People&#x00027;s Republic of China in 2003. The test content included morphometric measures, a 10-meter return run, standing long jump, tennis throwing, continuous jump, sit and reach, and walking on the balance beam.</p>
<p>In addition to the above tools, some studies selected different evaluation tools for comprehensive utilization; for example, Behan et al. (<xref ref-type="bibr" rid="B23">23</xref>) adopted BMI and waist circumference, sit and reach, grip strength (<xref ref-type="bibr" rid="B86">86</xref>), plank (<xref ref-type="bibr" rid="B87">87</xref>), a 20 m sprint run (<xref ref-type="bibr" rid="B88">88</xref>) as health-related fitness assessment content.</p>
<p>Moreover, health-related fitness assessment can be an overall assessment of all elements, and it can also be an assessment of only one element. In evaluating sub-elements of health-related fitness, various tools have been used in the included studies.</p>
<p>The cardiopulmonary function was assessed by the PACER (Progressive Aerobic Cardiovascular Endurance Run), 550 m walking and running test (<xref ref-type="bibr" rid="B89">89</xref>) or long-distance running (<xref ref-type="bibr" rid="B68">68</xref>, <xref ref-type="bibr" rid="B89">89</xref>, <xref ref-type="bibr" rid="B90">90</xref>).</p>
<p>The musculoskeletal function was evaluated by two groups, muscle strength and endurance, and flexibility. Methods to assess muscle strength and endurance included grip strength, curl-ups, push-ups, plank, and standing long jump. Furthermore, methods to assess flexibility included sit and reach and trunk lifting.</p>
<p>Body composition assessment methods were body mass index (BMI), waist circumference (WC), skinfold thickness, body fat percentage (BF%), abdominal fat percentage (AF%), fat mass index (FMI), and fat-free mass index (FFMI).</p>
</sec>
<sec>
<title>3.5. Correlation between fundamental movement skills and cardiopulmonary function</title>
<p>A total of 10 articles (<xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B39">39</xref>, <xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B53">53</xref>, <xref ref-type="bibr" rid="B68">68</xref>) have studied the correlation between fundamental movement skills and cardiopulmonary function, and all the findings showed a significant positive association between fundamental movement skills and cardiopulmonary function.</p>
<p>Among the subitems of fundamental movement skills, five studies (<xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B39">39</xref>) showed a significant correlation between locomotor skills and cardiopulmonary function, six studies (<xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B39">39</xref>) showed a significant correlation between object manipulation skills and cardiopulmonary function, and three studies (<xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B39">39</xref>) showed a significant association between balance skills and cardiopulmonary function. Thus, there is strong evidence for a positive association between the total and subitems of fundamental movement skills and cardiopulmonary function.</p>
</sec>
<sec>
<title>3.6. Correlation between fundamental movement skills and muscle strength and endurance</title>
<p>A total of 12 studies (<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B39">39</xref>&#x02013;<xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B53">53</xref>, <xref ref-type="bibr" rid="B64">64</xref>, <xref ref-type="bibr" rid="B66">66</xref>, <xref ref-type="bibr" rid="B68">68</xref>) were included that evaluated the correlation between fundamental movement skills and muscle strength and endurance. These studies found a significant positive correlation between total fundamental movement skills and muscle strength and endurance.</p>
<p>Regarding the subitems of fundamental movement skills, seven studies (<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B39">39</xref>, <xref ref-type="bibr" rid="B64">64</xref>, <xref ref-type="bibr" rid="B66">66</xref>) showed a positive correlation between locomotor skills and muscle strength and endurance, eight studies (<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B39">39</xref>, <xref ref-type="bibr" rid="B64">64</xref>, <xref ref-type="bibr" rid="B66">66</xref>) showed a significant correlation of object manipulation skills with muscle strength and endurance, and three studies (<xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B68">68</xref>) showed a significant correlation between balance skills and muscle strength and endurance. All studies supported the conclusion that the total and subitems of fundamental movement skills were significantly positively correlated with muscle strength and endurance.</p>
</sec>
<sec>
<title>3.7. Correlation between fundamental movement skills and flexibility</title>
<p>Six studies examined the correlation between fundamental movement skills and flexibility. Four studies (<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B66">66</xref>) showed a significant correlation between fundamental movement skills and flexibility, and 2 showed no significant correlation (<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B64">64</xref>).</p>
<p>Moreover, as to the subitems of fundamental movement skills, one study showed that locomotor skills were significantly associated with flexibility, but the correlations between object manipulation skills and flexibility were not significant (<xref ref-type="bibr" rid="B66">66</xref>). Another study (<xref ref-type="bibr" rid="B23">23</xref>) found that three subitem skills in the 9&#x02013;10 age group and the flexibility association were significant; however, in the 11&#x02013;12 age group, locomotor, and balance skills were still significant, while object manipulation skills were no longer significant. These results indicate that the evidence of the relationship between the total and subitems of fundamental movement skills and flexibility is uncertain.</p>
</sec>
<sec>
<title>3.8. Correlation between fundamental movement skills and body composition</title>
<p>Forty-three studies examined the correlation between fundamental movement skills and body composition. Twenty-nine studies showed a significant association of overall fundamental movement skills with body composition, and 14 showed no significant association with body composition. Of the 29 significantly related studies, 18 studies used BMI alone as an assessment, four studies (<xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B33">33</xref>) used BMI and BF, two studies (<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B53">53</xref>) used BMI and waist circumference, one study (<xref ref-type="bibr" rid="B50">50</xref>) used BMI and skinfold thickness, one study (<xref ref-type="bibr" rid="B45">45</xref>) used BMI, waist circumference and skinfold thickness, 1 used BF%, AF%, BMI, and waist circumference (<xref ref-type="bibr" rid="B58">58</xref>), 1 used FMI and FFM (<xref ref-type="bibr" rid="B42">42</xref>), and 1 used BF%, BMI, FMI, and FFMI (<xref ref-type="bibr" rid="B62">62</xref>). Of the 14 studies showing no significant association with body composition, 13 studies (<xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B47">47</xref>, <xref ref-type="bibr" rid="B53">53</xref>, <xref ref-type="bibr" rid="B55">55</xref>, <xref ref-type="bibr" rid="B56">56</xref>, <xref ref-type="bibr" rid="B59">59</xref>, <xref ref-type="bibr" rid="B64">64</xref>, <xref ref-type="bibr" rid="B67">67</xref>) used BMI as a single body composition assessment method, and one article (<xref ref-type="bibr" rid="B24">24</xref>) used both waist circumference and BMI. Overall, studies that used skinfold, AF%, BF%, FM, and FFMI as evaluation methods obtained consistently significant negative correlation results, while in studies that used BMI or waist circumference as evaluation criteria, there was no consistent significant correlation result.</p>
<p>Furthermore, as to the subitems of fundamental movement skills, three studies (<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B39">39</xref>) showed a consistent inverse correlation of balance skills with body composition. Meanwhile, locomotor skills and body composition reflected a more significant correlation than object manipulation skills. Six studies (<xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B45">45</xref>, <xref ref-type="bibr" rid="B54">54</xref>, <xref ref-type="bibr" rid="B57">57</xref>, <xref ref-type="bibr" rid="B62">62</xref>) showed that object manipulation skills were not associated with body composition, while locomotor skills were significantly associated with body composition. Therefore, there is evidence that the relationship between locomotor skills and body composition is closer than that of object manipulation skills.</p>
</sec>
</sec>
<sec id="s4">
<title>4. Discussion</title>
<p>The main objective of this review was to explore the correlation between fundamental movement skills and health-related fitness elements in children and adolescents. We found strong evidence from cross-sectional study results that the children&#x00027;s and adolescents&#x00027; fundamental movement skills and cardiopulmonary function, muscle strength and endurance had a significant positive correlation. These results complement the need for correlation analysis between fundamental movement skills and musculoskeletal function by Lubans et al. (<xref ref-type="bibr" rid="B8">8</xref>) and also make up for the lack of specific correlation analysis between fundamental movement skills and health-related fitness in Cattuzzoa et al. (<xref ref-type="bibr" rid="B9">9</xref>).</p>
<p>The positive correlation between fundamental movement skills and cardiopulmonary function may be related to the role of fundamental movement skills in promoting physical activity. Previous studies have proven that fundamental movement skills are associated with moderate- to high-intensity physical activity (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B29">29</xref>). Bolger et al. (<xref ref-type="bibr" rid="B24">24</xref>) believed that people with higher fundamental movement skills are more likely to participate in organized physical activities, which will allow them to obtain more guidance on basic athletic skills from coaches and promote the improvement of their physical activity intensity.</p>
<p>As for the positive correlation between fundamental movement skills and muscle strength and endurance, this may be because fundamental movement skills contribute to the maturation of skeletal and neuromuscular. Freitas et al. (<xref ref-type="bibr" rid="B91">91</xref>) believed that individual differences in fundamental movement skills interact with the habits of play and physical activities, as well as with the maturation of children&#x00027;s bones and neuromuscular. Stodden et al. (<xref ref-type="bibr" rid="B92">92</xref>) also noted that fundamental movement skills require the generation and decay of physical strength, which is related to the strength of the muscle itself and the neural function related to muscle movement.</p>
<p>The negative correlation of fundamental movement skills with body composition has been confirmed in most studies but has yet to obtain consistent results, which may be related to how body composition is assessed. Using BMI and waist circumference as evaluation criteria did not obtain consistent correlation results, while studies with skinfold, BF%, AF%, FM, FM, and FFMI as evaluation results showed consistent negative correlation results. Previous studies have also found that BMI and waist circumference are proxy measures and should not be considered accurate measures of total body or abdominal fat (<xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B93">93</xref>, <xref ref-type="bibr" rid="B94">94</xref>). In assessing body composition, it is crucial to assess weight status using more accurate methods than BMI alone to obtain more precise evidence.</p>
<p>A possible reason for the negative correlation of fundamental movement skills with body composition is that an increased amount of body fat hinders the performance of fundamental movement skills (<xref ref-type="bibr" rid="B9">9</xref>), which may affect the control of posture. Marinsek et al. (<xref ref-type="bibr" rid="B50">50</xref>) found that overweight boys did not lean slightly forwards during running compared with non-overweight boys, did not bend their hips and knees during dribbling, and did not side to the target during single-handed hitting. From the perspective of postural control, strengthening the proficiency of motor skills or increasing the muscle strength of body control can reduce the adverse effects of body weight. Based on this, when teaching exercises to obese students, more attention should be given to the exercise of movement and posture control, such as strengthening the muscles and training fundamental movements.</p>
<p>Most studies support a significant positive correlation between fundamental movement skills and flexibility, but the association of fundamental movement skills with flexibility still needs further study. Indeed, developing flexibility is very important for adolescent health, but there is insufficient evidence that flexibility is directly related to individual health status (<xref ref-type="bibr" rid="B90">90</xref>), which could be related to the limitations of flexibility assessment. Flexibility mainly reflects the stretching and elasticity of the joints, ligaments and muscles. Excessive tension or relaxation can affect the performance of movement skills (<xref ref-type="bibr" rid="B95">95</xref>). Studies have found that children with low exercise ability have heterogeneous fitness characteristics, and an extreme range of flexibility and inflexibility can be observed in these children (<xref ref-type="bibr" rid="B9">9</xref>). However, the current commonly used flexibility assessment method (sit and reach) cannot detect a lack of function due to muscle relaxation. Of the studies on flexibility assessment included in this review, one used trunk lifting to assess flexibility (<xref ref-type="bibr" rid="B28">28</xref>), which showed that fundamental movement skills were significantly associated with flexibility. However, the use of trunk lifting has a specific need for trunk muscle strength and endurance, and there is a lack of validated methods for evaluating the flexibility of children and the elderly (<xref ref-type="bibr" rid="B90">90</xref>). Overall, an appropriate level of flexibility has positive implications for motor skill development and physical health, but exploring scientific and reasonable methods of flexibility assessment should receive more attention.</p>
<p>In addition, this study found some similarities and differences in the correlations between the fundamental movement skills sub-item (locomotor, object manipulation and balance skills) and health-related fitness elements. Locomotor, object manipulation and balance skills with cardiopulmonary function, muscle strength and endurance presented consistent positive correlations, while locomotor and object manipulation skills were associated differently with body composition. Six studies showed that object manipulation skills were not associated with body composition, while locomotor skills were significantly associated with body composition; this is quite different from the conclusions of some previous studies, in which object manipulation skills were given great attention. Barnett et al. (<xref ref-type="bibr" rid="B96">96</xref>) noted that the relationship between object manipulation skills and physical activity is seen as a &#x0201C;positive feedback loop&#x0201D; and that those with better object manipulation skills may be more willing to participate in activities involving these skills. Vlahov et al. (<xref ref-type="bibr" rid="B97">97</xref>) also found that object manipulation skills in a prospective study of preschool children were better predictors of health-related fitness. However, the health-promoting effect of object manipulation skills on health-related fitness is more of a concern for the individual&#x00027;s &#x0201C;willingness to participate.&#x0201D; There may be great obstacles between &#x0201C;willingness to participate&#x0201D; in physical activities and health-related fitness, such as the impact of the sports environment and atmosphere, the shift of physical entertainment to internet entertainment, and the compromise between students&#x00027; physical health goals and the goals of school knowledge acquisition.</p>
<p>Conversely, developing individual locomotor skills is often associated with greater body calorie expenditure, which may contribute to maintaining a healthy body weight. Okely et al. (<xref ref-type="bibr" rid="B98">98</xref>) noted that locomotor skills in overweight children tend to be more difficult to show because they need more support and have a greater obstacle to exercise than object manipulation skills. Locomotor skills can better promote the maintenance of healthy body weight in the early stage of individual movement development, which has the same positive significance as promoting object manipulation skills to encourage participation in physical activity.</p>
<sec>
<title>4.1. Limitations and suggestions for future research</title>
<p>Our study has limitations. Due to the lack of longitudinal research literature, this study only analyzed cross-sectional outcomes. Due to the various evaluation tools and large differences in the outcome data types of the reviewed articles, this review does not offer a quantitative summary (i.e., meta-analysis). With the increase in the research literature, future reviews can analyze the impact of fundamental movement skills on health-related fitness from a longitudinal perspective, explore scientific teaching strategies of fundamental movement skills, and conduct quantitative research data analysis to obtain more accurate correlations.</p>
</sec>
</sec>
<sec id="s5">
<title>5. Conclusion</title>
<p>This systematic review found strong evidence that fundamental movement skills correlated with health-related fitness elements (cardiopulmonary function, muscle strength and endurance, and body composition) in children and adolescents. Most of the studies supported the conclusion that fundamental movement skills were also positively correlated with flexibility. In the fundamental movement skills subitems, object manipulation, locomotor, and balance skills were significantly and positively correlated with cardiopulmonary function and muscle strength and endurance, while locomotor skills were more closely related to body composition than object manipulation skills.</p>
</sec>
<sec sec-type="author-contributions" id="s6">
<title>Author contributions</title>
<p>CL and RG participated in the study design and protocol and wrote the manuscript. GQ sorted out the research process and retrieved literature. YC and ZZ screened the literature and drafted the manuscript. All authors reviewed the manuscript.</p>
</sec>
</body>
<back>
<ack><p>We thank the reviewers for their valuable suggestions.</p>
</ack>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s7">
<title>Publisher&#x00027;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>

</sec>

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