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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Psychol.</journal-id>
<journal-title>Frontiers in Psychology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Psychol.</abbrev-journal-title>
<issn pub-type="epub">1664-1078</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpsyg.2023.1097335</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Psychology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Relationship among positive self-esteem, physical literacy, and physical activity in college students: a study of a mediation model</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="no"><name><surname>She</surname><given-names>Xi</given-names></name><xref rid="aff1" ref-type="aff"><sup>1</sup></xref><xref rid="fn0001" ref-type="author-notes"><sup>&#x2020;</sup></xref>
</contrib>
<contrib contrib-type="author" equal-contrib="no"><name><surname>Gao</surname><given-names>Tian-Yu</given-names></name><xref rid="aff2" ref-type="aff"><sup>2</sup></xref><xref rid="fn0001" ref-type="author-notes"><sup>&#x2020;</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes"><name><surname>Ma</surname><given-names>Rui-Si</given-names></name><xref rid="aff2" ref-type="aff"><sup>2</sup></xref><xref rid="aff3" ref-type="aff"><sup>3</sup></xref><xref rid="c001" ref-type="corresp"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1046647/overview"/>
</contrib>
<contrib contrib-type="author"><name><surname>Tang</surname><given-names>Di</given-names></name><xref rid="aff3" ref-type="aff"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author"><name><surname>Zhong</surname><given-names>Hua</given-names></name><xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author"><name><surname>Dong</surname><given-names>He-Ling</given-names></name><xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>School of Physical Education, South China University of Technology</institution>, <addr-line>Guangzhou</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>School of Physical Education, Jinan University</institution>, <addr-line>Guangzhou</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Sports Science and Physical Education, Faculty of Education, The Chinese University of Hong Kong</institution>, <addr-line>Shatin</addr-line>, <country>Hong Kong SAR, China</country></aff>
<author-notes>
<fn id="fn0002" fn-type="edited-by"><p>Edited by: Xiaohua Huang, Nanjing Institute of Technology (NJIT), China</p></fn>
<fn id="fn0003" fn-type="edited-by"><p>Reviewed by: Frank Quansah, University of Education, Winneba, Ghana; Sitong Chen, Victoria University, Australia, Australia</p></fn>
<corresp id="c001">&#x002A;Correspondence: Rui-Si Ma, <email>penny@link.cuhk.edu.hk</email></corresp>
<fn id="fn0001" fn-type="equal"><p><sup>&#x2020;</sup>These authors have contributed equally to this work and share first authorship</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>17</day>
<month>05</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1097335</elocation-id>
<history>
<date date-type="received">
<day>18</day>
<month>11</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>02</day>
<month>05</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2023 She, Gao, Ma, Tang, Zhong and Dong.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>She, Gao, Ma, Tang, Zhong and Dong</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>Background</title>
<p>In light of the substantial decline in physical activity during college years, this study aims to examine the relationship between positive self-esteem, physical literacy, and physical activity in order to investigate the mechanisms for improving physical activity in college students and to provide a foundation for future interventions.</p>
</sec>
<sec>
<title>Methods</title>
<p>A cross-sectional study design was employed in this study. A total of 5,184 Participants, aged between 17 and 21&#x2009;years (<italic>M</italic>&#x2009;=&#x2009;18.97, <italic>SD</italic>&#x2009;=&#x2009;1.10), completed the Positive Version of Rosenberg Self-esteem Scales, Perceived Physical Literacy Instruments, and the International Physical Activity Questionnaires. A mediation model was utilized to explore the associations among the three concepts.</p>
</sec>
<sec>
<title>Results</title>
<p>The three regression models were as follows: Physical literacy&#x2009;=&#x2009;18.03&#x2009;+&#x2009;0.98 &#x002A;Self-esteem, Physical activity&#x2009;=&#x2009;43.23&#x2009;+&#x2009;0.16 &#x002A;Self-esteem, and Physical activity&#x2009;=&#x2009;28.18&#x2009;+&#x2009;0.11 &#x002A;Physical literacy. Positive self-esteem, physical literacy, and physical activity were significantly linked with each other. Physical literacy mediated 26.93% of the effect, indicating a partial mediator in the relationship between positive self-esteem and physical activity.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>The mediating effect of physical literacy on the relationship between positive self-esteem and physical activity was identified. Our findings support the development of positive self-esteem and physical literacy in college physical education curricula as part of an overall program to address students&#x2019; physical inactivity at school and in the future. This study provides a new intervention perspective for improving physical inactivity in college students.</p>
</sec>
</abstract>
<kwd-group>
<kwd>positive self-esteem</kwd>
<kwd>physical literacy</kwd>
<kwd>physical activity</kwd>
<kwd>mediation</kwd>
<kwd>relationship</kwd>
</kwd-group>
<contract-num rid="cn1">GD21YTY04</contract-num>
<contract-num rid="cn2">21JNQN14</contract-num>
<contract-sponsor id="cn1">Guangdong Office of Philosophy and Social Science</contract-sponsor>
<contract-sponsor id="cn2">Fundamental Research Funds for the Central Universities<named-content content-type="fundref-id">10.13039/501100012226</named-content></contract-sponsor>
<counts>
<fig-count count="2"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="60"/>
<page-count count="7"/>
<word-count count="5738"/>
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<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Educational Psychology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="sec5" sec-type="intro">
<label>1.</label>
<title>Introduction</title>
<p>Insufficient physical activity has long been recognized as a major risk factor for numerous preventable chronic diseases and mortality (<xref ref-type="bibr" rid="ref19">Guthold et al., 2018</xref>). As physical activity levels continue to decline globally, insufficient physical activity now ranks as the fourth leading risk factor for death worldwide (<xref ref-type="bibr" rid="ref56">World Health Organization, 2010</xref>). Acknowledging the numerous health benefits of physical activity, such as reduced risk of hypertension, breast cancer, colon cancer, diabetes, and cardiovascular disease, as well as its positive impact on mental health (<xref ref-type="bibr" rid="ref57">World Health Organization, 2011</xref>; <xref ref-type="bibr" rid="ref40">Sallis et al., 2016</xref>; <xref ref-type="bibr" rid="ref20">ISPAH International Society for Physical Activity and Health, 2017</xref>; <xref ref-type="bibr" rid="ref59">World Health Organization, 2022</xref>), the World Health Organization member states have committed to reducing the prevalence of insufficient physical activity by 10% by 2025 as one of the major global targets for non-communicable disease prevention and treatment (<xref ref-type="bibr" rid="ref58">World Health Organization, 2013</xref>). Nevertheless, a study encompassing 1.9 million indicidualsacross 168 countries revealed minimal improvement in global physical activity levels to date (<xref ref-type="bibr" rid="ref19">Guthold et al., 2018</xref>). Should this trend persist, the 2025 goal for increasing physical activity will prove challenging to attain. Hence, research and policies aimed at enhancing population-wide physical activity must be prioritized, rapidly implemented, and expanded. College students, in the final stage of their educationshould be encouraged to view physical activity as a vital component of their health (<xref ref-type="bibr" rid="ref52">Whitehead, 2010</xref>; <xref ref-type="bibr" rid="ref53">Whitehead, 2013</xref>). Given that college students typically spend their days on campus, universities play a cruical role in fostering and sustaining ongoing physical activity engagement (<xref ref-type="bibr" rid="ref29">Ma et al., 2020b</xref>). Consequently, this study investigates the mechanisms that promote physical activity among college students and seeks to explore potential solutions to the escalating global issue of insufficient physical activity.</p>
<p>In revent years, physical literacy has emerged as a potential solution to the global decline in physical activity (<xref ref-type="bibr" rid="ref22">Jurbala, 2015</xref>). This concept is defined as the motivation, confidence, physical competence, knowledge, and understanding to value and take responsibility for engagement in physical activities for life (<xref ref-type="bibr" rid="ref52">Whitehead, 2010</xref>; <xref ref-type="bibr" rid="ref54">Whitehead, 2019</xref>). Rooted in the philosophical monism of mind and body, physical literacy provides a framework for pursuing the harmonious unity of mental, physical, and environmental states (<xref ref-type="bibr" rid="ref52">Whitehead, 2010</xref>; <xref ref-type="bibr" rid="ref54">Whitehead, 2019</xref>). Three core dimensions&#x2014; 1) motivation, 2) confidence and physical competence, and 3) interaction with the environment&#x2014;comprise physical literacy (<xref ref-type="bibr" rid="ref52">Whitehead, 2010</xref>). These mutually reinforcingattributes facilitate rewarding experiences in physical activity, leading to positive feedback and promoting overall physical literacy (<xref ref-type="bibr" rid="ref52">Whitehead, 2010</xref>; <xref ref-type="bibr" rid="ref47">Sum et al., 2016</xref>; <xref ref-type="bibr" rid="ref16">Durden-Myers et al., 2018</xref>). Consequently, physical literacy has been acknwledged as the cornerstone for developing fundamental movement skills and establishing a foundation of lifetime physical activity participation (<xref ref-type="bibr" rid="ref23">Keegan et al., 2013</xref>; <xref ref-type="bibr" rid="ref46">Spengler and Cohen, 2015</xref>; <xref ref-type="bibr" rid="ref8">Cairney et al., 2019</xref>; <xref ref-type="bibr" rid="ref10">Caldwell et al., 2020b</xref>). A positive association exists between physical literacy and physical activity (<xref ref-type="bibr" rid="ref25">Kwan et al., 2020</xref>; <xref ref-type="bibr" rid="ref29">Ma et al., 2020b</xref>). Furthermore, physical literacy exerts beneficial effects on physical fitness (<xref ref-type="bibr" rid="ref9">Caldwell et al., 2020a</xref>). While most of research has focused on the positive relevance of physical literacy to the physical domain, a few studies have also examined its connection to the mental domain. As a mind&#x2013;body congruent concept, physical literacy correlates positively with mental health, well-being, and psychological resilience (<xref ref-type="bibr" rid="ref21">Jefferies et al., 2019</xref>; <xref ref-type="bibr" rid="ref27">Ma et al., 2021</xref>). This suggests that physical literacy may serve as aunique medium forconnecting body and mind at a level that encourages active physical activity.</p>
<p>Self-esteem, central to human mental health and well-being (<xref ref-type="bibr" rid="ref2">Baumeister et al., 2003</xref>), is definded by Rosenberg as an indicator of self-acceptance, self-respect, and self-satisfaction (<xref ref-type="bibr" rid="ref55">Winch and Rosenberg, 1965</xref>). Although a clear and consensual definition is elusive due to various conceptualization, most research agree that self-esteem emerges from one&#x2019;s sense of self-concept (<xref ref-type="bibr" rid="ref43">Shavelson et al., 1976</xref>; <xref ref-type="bibr" rid="ref18">Greenwald et al., 2002</xref>). Within associative knowledge structure, self-concept arises from cognitive correlations between the self and one or more attributes, while self-esteem emerges from linking the self to affective evaluations of these correlations (<xref ref-type="bibr" rid="ref18">Greenwald et al., 2002</xref>). Self-esteem has been characterized as a multidimensional hierarchical construct, with its multifaceted nature widely demonstrated (<xref ref-type="bibr" rid="ref43">Shavelson et al., 1976</xref>; <xref ref-type="bibr" rid="ref30">Marsh et al., 2006</xref>; <xref ref-type="bibr" rid="ref7">Brunner et al., 2010</xref>; <xref ref-type="bibr" rid="ref35">Rentzsch et al., 2016</xref>). This versatility enables the assessment of global self-esteem through global measures and specific self-esteem to predict specific behavioral outcomes (<xref ref-type="bibr" rid="ref49">Swann et al., 2007</xref>). For instance, global self-esteem is a strong predictor of overall health (<xref ref-type="bibr" rid="ref39">Rosenberg et al., 1995</xref>), including mental health, antidepressant medication usage (<xref ref-type="bibr" rid="ref51">von Soest et al., 2016</xref>), and depressive symptoms (<xref ref-type="bibr" rid="ref32">Orth et al., 2014</xref>). High or lowself-esteem significantly impacts an individual&#x2019;s daily lives, with high self-esteem fostering greater perseverance and resilience when facing difficulties (<xref ref-type="bibr" rid="ref15">Di Paula and Campbell, 2002</xref>). A meta-study identified cross-lagged effects, suggesting that low self-esteem significantly predicted depression and anxiety, which in turn implied significantly lower levels of physical activity (<xref ref-type="bibr" rid="ref45">Sowislo and Orth, 2013</xref>). Given the positive correlation between physical activity and self-esteem, numerous studies have begun utilizing physical activity to enhance the psychological well-being of individuals with low self-esteem (<xref ref-type="bibr" rid="ref14">Dale et al., 2019</xref>; <xref ref-type="bibr" rid="ref24">Kucukibis and Gul, 2019</xref>). However, the mechanisms underlying these positive outcomes remain unidentified, warranting a more comprehensive investigation into whether high self-esteem can also promote physical activity.</p>
<p>Positive self-esteem, an alternative expression of overall self-esteem, is positively associated with learning motivation (<xref ref-type="bibr" rid="ref48">Supple et al., 2013</xref>). This corresponds to one of the core concepts in physical literacy, which can be defined as a disposition characterized by a strong desire to employ motivation to improve one&#x2019;s quality of life (<xref ref-type="bibr" rid="ref52">Whitehead, 2010</xref>). As the link between body and mind, physical literacy is theoretically crucial for promoting physical activity (<xref ref-type="bibr" rid="ref27">Ma et al., 2021</xref>). Positive self-esteem, with itsability to influence persistence under challenging circumstances, should also actively contribute to an individual&#x2019;s attainment of physical and mental health (<xref ref-type="bibr" rid="ref31">Niveau et al., 2021</xref>). These factors imply a correlation between positive self-esteem, physical literacy, and physical activity. Thus, a conceptual framework was designed to visualize the possible relationship between positive self-esteem, physical literacy and physical activity (see <xref rid="fig1" ref-type="fig">Figure 1</xref>). College students, in the final stage of their educational journey, must navigate the pressures of a changing environment and adapt to new patterns of socialization and learning. These changes may increase the incidence of physical and mental illness among college students (<xref ref-type="bibr" rid="ref34">Regehr et al., 2013</xref>). As a result, physical activity levels among college students may decline rapidly. Given that exercise habits developed during this period can persist throughout life, intervention studies targeting this critical phase aim to employ cognitive and behavioral concepts to reduce psychological stress and subsequently increase physical activity in college students (<xref ref-type="bibr" rid="ref34">Regehr et al., 2013</xref>). Self-esteem, encompassing self-concept, may play a pivotal role in this process (<xref ref-type="bibr" rid="ref31">Niveau et al., 2021</xref>). Previous research has concentrated on utilizing physical activity to improve self-esteem and mental health. Based on the intrinsic nature of positive self-esteem, it is hypothesized to also influence the enhancement of physical activity (<xref ref-type="bibr" rid="ref26">Liu et al., 2015</xref>; <xref ref-type="bibr" rid="ref37">Rodrigues et al., 2022</xref>). To provide a theoretical basis for future intervention designspromoting physical activity among college students, this study aims to explore and clarify the contribution of positive self-esteem in facilitating physical activity and the role of physical literacy in this context. The hypotheses of this study are thus as follows (see <xref rid="fig1" ref-type="fig">Figure 1</xref>):</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>The mediation model.</p>
</caption>
<graphic xlink:href="fpsyg-14-1097335-g001.tif"/>
</fig>
<disp-quote>
<p><italic>Hypothesis 1</italic>: Positive self-esteem positively influences physical activity.</p>
<p><italic>Hypothesis 2</italic>: Positive self-esteem positively influences physical literacy.</p>
<p><italic>Hypothesis 3</italic>: Physical literacy mediates the relationship between positive self-esteem and physical activity.</p>
</disp-quote>
</sec>
<sec id="sec6" sec-type="methods">
<label>2.</label>
<title>Method</title>
<sec id="sec7">
<label>2.1.</label>
<title>Study design</title>
<p>This cross-sectional study was conducted at Jinan University, China using a convenience sampling. Questionnaires were distributed online,and all participants were informed of the details of the study and could withdraw from participation at any time, either temporarily or permanently. Ethical approval was obtained from the Jinan University IRB (JNUKY-2021-008).</p>
</sec>
<sec id="sec8">
<label>2.2.</label>
<title>Participants</title>
<p>A total of 5,835 undergraduate students participated in the study, with 5,184 completing the questionnaire, resulting in a response rate of 88.84%. Participants were first and second-year university students. The gender distribution was approximately equal [Male&#x2009;=&#x2009;2,444 (47.15%); Female&#x2009;=&#x2009;2,740 (52.85%)]. The students&#x2019; ages ranged from 17 to 21&#x2009;years (Total<sub>age</sub>: <italic>M</italic>&#x2009;=&#x2009;18.97, <italic>SD</italic>&#x2009;=&#x2009;1.10; Male<sub>age</sub>: <italic>M</italic>&#x2009;=&#x2009;19.51, <italic>SD</italic>&#x2009;=&#x2009;0.89; Female<sub>age</sub>: <italic>M</italic>&#x2009;=&#x2009;18.67, <italic>SD</italic>&#x2009;=&#x2009;1.09), with most being 19&#x2009;years old (38.01%). Nearly half the participants were first-year students (<italic>N</italic>&#x2009;=&#x2009;2,662, 50.58%), while the rest were second-year students (<italic>N</italic>&#x2009;=&#x2009;2,522, 49.42%). The participants&#x2019; study streams were primarily liberal arts (<italic>N</italic>&#x2009;=&#x2009;1,831, 35.32%) and science (<italic>N</italic>&#x2009;=&#x2009;2,676, 51.62%), followed by medicine (<italic>N</italic>&#x2009;=&#x2009;480, 9.26%), and law (<italic>N</italic>&#x2009;=&#x2009;197, 3.80%).</p>
</sec>
<sec id="sec9">
<label>2.3.</label>
<title>Measures</title>
<p>The Rosenberg Self-esteem Scale was used to measure participants&#x2019; self-esteem level (<xref ref-type="bibr" rid="ref38">Rosenberg, 1965</xref>). With the accumulation of research data and the use of analytical techniques, exploratory and validation analyses revealed that overall self-esteem was divided into two dimensions: positive self-esteem and negative self-esteem (<xref ref-type="bibr" rid="ref42">Schmitt and Allik, 2005</xref>; <xref ref-type="bibr" rid="ref4">Boduszek et al., 2013</xref>). These two dimensions resulted from method effects (<xref ref-type="bibr" rid="ref50">Urb&#x00E1;n et al., 2014</xref>). To focus more on the self-esteem scale itself rather than wording distinctions, a later study created a 10 items unidimensional positive self-esteem scale by transposing the negative expressions to positive statements (eg., &#x201C;I feel that I have a number of good qualities&#x201D; and &#x201C;I feel I do have much to be proud of&#x201D;) (<xref ref-type="bibr" rid="ref17">Greenberger et al., 2003</xref>). This new version of the positive self-esteem scale was used in this study. The scale had been translated to the Chinese and demonstrated good psychometric properties in Chinese university students with a Cronbach&#x2019;s alpha (<italic>&#x03B1;</italic>) of 0.87 (<xref ref-type="bibr" rid="ref11">Chen et al., 2015</xref>).</p>
<p>Physical activity levels of the students were assessed using the Chinese Version of International Physical Activity Questionnaire (short version), which included the number of hours and frequency of moderate and vigorous intensity physical activity (MVPA) during the week (<xref ref-type="bibr" rid="ref33">Qu and Li, 2004</xref>). Data were collected in minutes per week for each physical activity intensity. Minutes were then converted to metabolic equivalent (MET) values using the MET-minutes computation formulation (<xref ref-type="bibr" rid="ref5">Booth, 2000</xref>; <xref ref-type="bibr" rid="ref13">Craig et al., 2003</xref>). The Chinese version of the questionnaire was assessed using test&#x2013;retest method (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05) and the correlation test established by the Caltrac accelerometer (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05, <italic>r</italic>&#x2009;=&#x2009;0.50), demonstrating good validity and reliability for college students (<xref ref-type="bibr" rid="ref33">Qu and Li, 2004</xref>).</p>
<p>Physical literacy was assessed using the Simplified Chinese Version of Perceived Physical Literacy Instrument (<xref ref-type="bibr" rid="ref28">Ma et al., 2020a</xref>), which included three dimensions: 1) motivation (eg., &#x201C;I appreciate myself or others doing sports&#x201D;), 2) confidence and physical competence (eg., &#x201C;I am able to apply learnt motor skills to other physical activities&#x201D;), and 3) interaction with the environment (eg., &#x201C;I have strong communication skills&#x201D;). The instrument was developed based on Whitehead&#x2019;s definition of physical literacy and measured college students&#x2019; attitudes toward physical activity and the extent to which they took responsibility for their bodies (<xref ref-type="bibr" rid="ref52">Whitehead, 2010</xref>). The Simplified Chinese Version of Perceived Physical Literacy Instrument was shown to be reliable and valid for measuring physical literacy among Chinese university students, with a Cronbach&#x2019;s alpha (&#x03B1;) of 0.86 and confirmatory factor analysis (factor loadings ranged from 0.60 to 0.92) (<xref ref-type="bibr" rid="ref28">Ma et al., 2020a</xref>,<xref ref-type="bibr" rid="ref29">b</xref>).</p>
</sec>
<sec id="sec10">
<label>2.4.</label>
<title>.Statistical analysis</title>
<p>Data were analyzed using SPSS 25 and PROCESS macro 3.5 (Model 4) (<xref ref-type="bibr" rid="ref36">Rockwood and Hayes, 2017</xref>). The reliability of all measurement instruments in this study was calculated using Cronbach&#x2019;s alpha. Prior to analysis, normality, homoscedasticity, and linearity were examined and found to be supported. The correlation among each variable was derived from the bivariate Pearson&#x2019;s product&#x2013;moment correlation coefficient (<italic>r</italic>). Standard regression and the bootstrap method were used to test the mediational hypothesis. Compared to traditional stepwise testing (<xref ref-type="bibr" rid="ref1">Baron and Kenny, 1986</xref>) and the Sobel method (<xref ref-type="bibr" rid="ref44">Sobel, 1982</xref>), bootstrap is less demanding on the sample and more sensitive in determining the model. In this study, 5,000 bootstrap samples were used. Positive self-esteem served as the predictor, physical literacy as the mediator, and physical activity as the outcome variable. Age, gender, and grade were set as covariates based on previous studies (<xref ref-type="bibr" rid="ref60">Zuckerman, 1989</xref>; <xref ref-type="bibr" rid="ref6">Bremer et al., 2020</xref>; <xref ref-type="bibr" rid="ref29">Ma et al., 2020b</xref>; <xref ref-type="bibr" rid="ref41">Schlund et al., 2021</xref>). Direct and indirect effects were calculated to determine the mediation model results. Confidence intervals (CI) that did not contain zero were considered to be significant. Statistical significance was set at <italic>p</italic>&#x2009;&#x003C;&#x2009;0.05.</p>
</sec>
</sec>
<sec id="sec11" sec-type="results">
<label>3.</label>
<title>Results</title>
<sec id="sec12">
<label>3.1.</label>
<title>Linear regression for testing hypotheses 1 and 2</title>
<p>Standard linear regression was employed to investigate the relationships among positive self-esteem, physical activity, and physical literacy (<xref rid="tab1" ref-type="table">Table 1</xref>). All correlations were positive and significant, indicating that the these three variables were significantly related to each other. The three regression models were as follows: Physical literacy&#x2009;=&#x2009;18.03&#x2009;+&#x2009;0.98 &#x002A; Self-esteem, Physical activity&#x2009;=&#x2009;43.23&#x2009;+&#x2009;0.16 &#x002A; Self-esteem, and Physical activity&#x2009;=&#x2009;28.18&#x2009;+&#x2009;0.11 &#x002A; Physical literacy. <xref rid="fig2" ref-type="fig">Figure 2</xref> presents a graphical illustration of the simple mediation model with unstandardized coefficients (<italic>&#x03B2;</italic>) and standard error (<italic>SE</italic>).</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Results of the standard linear regression analysis among positive self-esteem, physical literacy, and physical activity.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th align="center" valign="top">
<italic>&#x03B2;</italic>
</th>
<th align="center" valign="top">
<italic>F</italic>
</th>
<th align="center" valign="top">95% CI</th>
<th align="center" valign="top">
<italic>R</italic>
</th>
<th align="center" valign="top">&#x0394;<italic>R</italic><sup>2</sup></th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" char="." colspan="6">Positive self-esteem</td>
</tr>
<tr>
<td align="left" valign="top">Physical literacy</td>
<td align="char" valign="top" char=".">18.03<xref rid="tfn1" ref-type="table-fn">
<sup>a</sup>
</xref></td>
<td align="char" valign="top" char=".">179.26</td>
<td align="char" valign="top" char=".">13.63, 22.43</td>
<td align="char" valign="top" char=".">0.48</td>
<td align="char" valign="top" char=".">0.24</td>
</tr>
<tr>
<td align="left" valign="top">Physical activity</td>
<td align="char" valign="top" char=".">43.24<xref rid="tfn1" ref-type="table-fn">
<sup>a</sup>
</xref></td>
<td align="char" valign="top" char=".">92.98</td>
<td align="char" valign="top" char=".">42.08, 44.40</td>
<td align="char" valign="top" char=".">0.33</td>
<td align="char" valign="top" char=".">0.17</td>
</tr>
<tr>
<td align="left" valign="top" char="." colspan="6">Physical literacy</td>
</tr>
<tr>
<td align="left" valign="top">Physical activity</td>
<td align="char" valign="top" char=".">28.18<xref rid="tfn1" ref-type="table-fn">
<sup>a</sup>
</xref></td>
<td align="char" valign="top" char=".">750.07</td>
<td align="char" valign="top" char=".">27.98, 28.39</td>
<td align="char" valign="top" char=".">0.36</td>
<td align="char" valign="top" char=".">0.13</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn1">
<label>a</label>
<p>Correlation is significant at the 0.01 level (two tailed).</p></fn>
</table-wrap-foot>
</table-wrap>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Graphical illustration of the mediation model of physical literacy for positive self-esteem and physical activity.</p>
</caption>
<graphic xlink:href="fpsyg-14-1097335-g002.tif"/>
</fig>
</sec>
<sec id="sec13">
<label>3.2.</label>
<title>Mediation analysis for testing hypotheses 3</title>
<p>The bootstrap method was used to examine the mediating effect of physical literacy on the relationship between positive self-esteem and physical activity, with age, gender and grade as covariates. The mediation model displayed a non-zero boot CI (53.05, 64.06) with a total effect of 58.40 and an indirect effect of 15.74. This result indicated that physical literacy mediated 26.93% of the effect, suggesting a partial mediator in the relationship between positive self-esteem and physical activity.</p>
</sec>
</sec>
<sec id="sec14" sec-type="discussions">
<label>4.</label>
<title>Discussion</title>
<p>The study explored the relationship between positive self-esteem and physical activity and examined the mediating effect of physical literacy on this relationship among college students. The results indicated significant associations among these three concepts. The mediating effect of physical literacy contributes to understanding the association between positive self-esteem and physical activity in this population.</p>
<p>Physical activity interventions have found to effectively increase participants&#x2019; self-esteem (<xref ref-type="bibr" rid="ref14">Dale et al., 2019</xref>; <xref ref-type="bibr" rid="ref24">Kucukibis and Gul, 2019</xref>). In accordance with the definition of self-esteem and the pathway from positive self-esteem to physical activity, this study further demonstrated that positive self-esteem itself was positively correlated with physical activity and served as an independent variable to effectively predict physical activity. Specifically, individuals with good exercise habits and healthy physical activity levels tend to have high self-esteem and self-concept. Likewise, high self-esteem would, in turn, increased physical activity. This finding is consistent with previous studies that self-esteem is a multidimensional concept with relevance across various domains (<xref ref-type="bibr" rid="ref31">Niveau et al., 2021</xref>). This connection supports the diea that different dimensions of global self-esteem can be subdivided into specific directions for different predictive tasks under various domains, such as positive self-esteem for actively engaging in physical activity.</p>
<p>Although a significant positive correlation was found between positive self-esteem and physical activity, the correlation coefficient remained low. One potential mechanism linking them was through physical literacy. As a multidimensional concept, physical literacy represents the integration of body and mind (<xref ref-type="bibr" rid="ref52">Whitehead, 2010</xref>; <xref ref-type="bibr" rid="ref54">Whitehead, 2019</xref>; <xref ref-type="bibr" rid="ref27">Ma et al., 2021</xref>), aligning with the link between positive self-esteem and physical activity at the mental and physical levels. Our results supported the idea that a significant positive correlation existed between positive self-esteem and physical literacy. According to Whitehead&#x2019;s model, physical literacy develops from three domains: affective, physical, and cognitive. At the macro level, physical literacy emphasizes the indivisibility of body and mind, with several dimensions interacting with each other. At the micro level, physical literacy emphasizes lifelong movement and positive attitudes (<xref ref-type="bibr" rid="ref54">Whitehead, 2019</xref>). Meanwhile, self-esteem is rooted in self-acceptance, self-respect, and individual&#x2019;s evaluation of their self-concept in specific domains shaped by experiences in different environments (<xref ref-type="bibr" rid="ref38">Rosenberg, 1965</xref>; <xref ref-type="bibr" rid="ref43">Shavelson et al., 1976</xref>; <xref ref-type="bibr" rid="ref18">Greenwald et al., 2002</xref>). Commonalities at the level of cognition, interaction with the environment, and positive attitudes toward life may underlie the association between positive self-esteem and physical literacy.</p>
<p>Physical literacy had been shown to be inextricably linked to physical activity (<xref ref-type="bibr" rid="ref29">Ma et al., 2020b</xref>). Additionally, the model in this study supports the hypothesis that physical literacy, as a mediator factors, significantly influences the connection betweenn mind and body. Therefore, when promoting physical activity, positive self-esteem must pass through the pathway of physical literacy. As a promising new mechanism, the mediational model of physical literacy may partially explain the relationship between positive self-esteem and physical activity. Th connection between these positive self-esteem, physical literacy, and physical activity in the mediation model can provide a new approach for improving physical activity in physical education. For instance, incorporating elements of positive self-esteem and core dimensions of physical literacy, such as motivation, confidence and physical competence., in physical education not only helps students improve their physical health, but also enhances their mental health on a spiritual level (<xref ref-type="bibr" rid="ref52">Whitehead, 2010</xref>; <xref ref-type="bibr" rid="ref48">Supple et al., 2013</xref>; <xref ref-type="bibr" rid="ref12">Choi et al., 2018</xref>; <xref ref-type="bibr" rid="ref27">Ma et al., 2021</xref>). This aligns with the concept of physical literacy, at a time when it is widely brought to the interdisciplinary field of exploration, physical literacy should be considered intrinsic to human flourishing (<xref ref-type="bibr" rid="ref16">Durden-Myers et al., 2018</xref>). Given that physical and mental health issues are particularly prominent among college students, an integrative concept must be utilized to address the problem. Our findings also support the idea that physical literacy may be an optimal way to not only alleviate psychological problems, but also to improve students&#x2019; physical activity level to achieve physical and mental health.</p>
<p>Physical inactivity is a leading global problem (<xref ref-type="bibr" rid="ref19">Guthold et al., 2018</xref>). College students are about to enter society, and their college years represent the final opportunity to increase their physical activity levels and develop lifelong exercise habits during their educational years (<xref ref-type="bibr" rid="ref53">Whitehead, 2013</xref>). In the long run, physical health problems caused by physical inactivity can affect students&#x2019; future productivity and overall well-being (<xref ref-type="bibr" rid="ref3">Beauchamp et al., 2018</xref>). Insufficient physical activity also significantly impacts students&#x2019; academic performance and efficiency (<xref ref-type="bibr" rid="ref29">Ma et al., 2020b</xref>). In this context, the present study provides a new perspective for addressing this issue by encouraging the development of physical literacy and promoting physical activity through increased positive self-esteem. This study has practical implications for developing physical education programs at universities. Building on studies supporting the benefits of introducing physical literacy into college curricula (<xref ref-type="bibr" rid="ref54">Whitehead, 2019</xref>; <xref ref-type="bibr" rid="ref27">Ma et al., 2021</xref>), this study suggests college physical education programs that increase positive self-esteem and physical literacy to improve physical inactivity among college students, including syllabus elements that are encouraging and foster positive self-esteem.</p>
</sec>
<sec id="sec15">
<label>5.</label>
<title>Strength</title>
<p>This study represents the first investigation of the mediating factor between positive self-esteem and physical activity. The results remained significant after controlling for age, gender and grade, suggesting that enhancing positive self-esteem as a foundation, alongside improving physical literacy, can effectively increasing college students&#x2019; physical activity levels. This mediation pathway offers robust support for the design of future interventions.</p>
</sec>
<sec id="sec16">
<label>6.</label>
<title>Limitation</title>
<p>Firstly, the participants in this study were Chinese university students. Although physical inactivity among college students is a global issue, differences in education systems across countries result in distinct physical education programs, which may lead to variability in mediated relationships among different populations. Consequently, the findings of this study have limited applicability for guiding countries with diverse education systems. Secondly, the study was conducted at a single university and using convenience sampling, with indicators extracted from subjective questionnaires, which affects the generalizability of the results. Thirdly, while the study&#x2019;s findings support the hypothesized relationships described in the existing literature, causal statements regarding the association among positive self-esteem, physical literacy, and physical activity should be made with caution. The cross-sectional findings necessitate further experimental research to validate the observed causal inferences.</p>
</sec>
<sec id="sec17" sec-type="conclusions">
<label>7.</label>
<title>Conclusion</title>
<p>This study explores the relationship among positive self-esteem, physical literacy, and physical activity, constructing a mediated model through the path between them, suggesting a potential solution for insufficient physical activity. The relationship among the three variables are positively correlated, with physical literacy serving as a mediating factor. As an increasing number of college students experiencing physical inactivity due to a lack of lifelong exercise habits, many universities are intensifying their focus on physical education classes. Our findings support the integration of positive self-esteem and physical literacy into college physical education curricula as part of a comprehensive program to address students&#x2019; physical inactivity during their education and into the future. This study offers a novel intervention perspective for ameliorating physical inactivity in college students.</p>
</sec>
<sec id="sec18" sec-type="data-availability">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="sec19">
<title>Ethics statement</title>
<p>The studies involving human participants were reviewed and approved by Jinan University IRB (JNUKY-2021-008). The patients/participants provided their written informed consent to participate in this study.</p>
</sec>
<sec id="sec20">
<title>Author contributions</title>
<p>XS and T-YG: conceptualization. R-SM: methodology, formal analysis, and writing&#x2014;original draft preparation. R-SM and XS: validation. R-SM, T-YG, DT, HZ, and H-LD: writing&#x2014;review and editing. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="sec21" sec-type="funding-information">
<title>Funding</title>
<p>This research is supported by the Guangdong Office of Philosophy and Social Science (GD21YTY04) and partially supported by the Fundamental Research Funds for the Central Universities (21JNQN14).</p>
</sec>
<sec id="conf1" sec-type="COI-statement">
<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 id="sec100" sec-type="disclaimer">
<title>Publisher&#x2019;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>
</body>
<back>
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