<?xml version="1.0" encoding="utf-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="2.3" xml:lang="EN">
<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.2025.1596841</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>The relationship between social support and college students&#x2019; physical activity participation in China: the mediating effect of self-efficacy</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Niu</surname> <given-names>Mingtian</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2348527/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Dong</surname> <given-names>Mingyuan</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2697595/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Shi</surname> <given-names>Panpan</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Choi</surname> <given-names>Yongchul</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Li</surname> <given-names>Ning</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2943565/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Public Physical Education, Xinyang College</institution>, <addr-line>Xinyang</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Physical Education, Gangneung&#x2013;Wonju National University</institution>, <addr-line>Gangneung</addr-line>, <country>Republic of Korea</country></aff>
<aff id="aff3"><sup>3</sup><institution>School of Computer Science, Wuhan University</institution>, <addr-line>Wuhan</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0001">
<p>Edited by: Chin Ngien Siong, Institute of Teacher Education Malaysia Batu Lintang Campus, Malaysia</p></fn>
<fn fn-type="edited-by" id="fn0002">
<p>Reviewed by: Patricia Pawa Pitil, Universiti Teknologi MARA Sarawak Campus, Malaysia</p>
<p>Rub&#x00E9;n Arroyo Del Bosque, University of Burgos, Spain</p></fn>
<corresp id="c001">&#x002A;Correspondence: Mingyuan Dong, <email>dongmingyuan0624@gmail.com</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>25</day>
<month>06</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1596841</elocation-id>
<history>
<date date-type="received">
<day>20</day>
<month>03</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>04</day>
<month>06</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2025 Niu, Dong, Shi, Choi and Li.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Niu, Dong, Shi, Choi and Li</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 id="sec1">
<title>Background</title>
<p>With the increasing health awareness among Chinese college students, the relationship between social support, self-efficacy, and participation in physical activities has become a focal point of research. Particularly in the context of gender differences, exploring how these factors influence college students&#x2019; exercise behaviors is significant.</p>
</sec>
<sec id="sec2">
<title>Objective</title>
<p>This study aims to examine how social support influences college students&#x2019; self-efficacy and their participation in physical activities, and whether self-efficacy mediates this relationship. It should be noted that in the context of this study, college students are considered late adolescents or emerging adults, as defined in developmental psychology.</p>
</sec>
<sec id="sec3">
<title>Methods</title>
<p>A survey was conducted among 489 college students from universities in Henan Province, China. The survey included the Physical Activity Questionnaire (PAQ), the Social Support Scale, and the Exercise Self-Efficacy Scale (ESES). Exploratory factor analysis, linear regression analysis, and structural equation modeling were used to examine the relationship between social support and college students&#x2019; participation in physical activities.</p>
</sec>
<sec id="sec4">
<title>Results</title>
<p>The regression effects of social support on college students&#x2019; participation in physical activities (<italic>F</italic>&#x202F;=&#x202F;47.898) and self-efficacy (<italic>F</italic>&#x202F;=&#x202F;224.247) were significant (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.01). Self-efficacy also significantly predicted participation in physical activities (<italic>F</italic>&#x202F;=&#x202F;136.706, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.01). Among female students, both the effect of social support (<italic>B</italic>&#x202F;=&#x202F;0.177, <italic>t</italic>&#x202F;=&#x202F;2.332&#x002A;) and self-efficacy (<italic>B</italic>&#x202F;=&#x202F;0.307, <italic>t</italic>&#x202F;=&#x202F;5.810&#x002A;&#x002A;) on participation in physical activities were significant. The mediating effect of self-efficacy accounted for 59.6% of the total effect, while the direct effect accounted for 40.4%.</p>
</sec>
<sec id="sec5">
<title>Conclusion</title>
<p>To promote female college students&#x2019; participation in physical activities, particular attention should be paid to the critical role of self-efficacy. At the same time, it is also important not to overlook the competitive sports preferred by male students, which require stronger self-efficacy to cope with competitive pressures and social expectations.</p>
</sec>
</abstract>
<kwd-group>
<kwd>college students</kwd>
<kwd>mediating effect</kwd>
<kwd>participation in physical activities</kwd>
<kwd>self-efficacy</kwd>
<kwd>social support</kwd>
</kwd-group>
<counts>
<fig-count count="1"/>
<table-count count="9"/>
<equation-count count="0"/>
<ref-count count="34"/>
<page-count count="9"/>
<word-count count="6772"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Sport Psychology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec6">
<label>1</label>
<title>Introduction</title>
<p>The World Health Organization defines physical activity as any bodily movement produced by skeletal muscles that results in energy expenditure, including activities of daily living such as walking, climbing stairs, doing household chores, and engaging in exercise (<xref ref-type="bibr" rid="ref32">World Health Organization [WHO], 2010</xref>). Recent research highlights its benefits: enhancing cardiovascular health, improving muscle strength, flexibility, aiding in weight management, and reducing risks of chronic diseases (<xref ref-type="bibr" rid="ref27">Strain et al., 2024</xref>). Additionally, regular physical activity enhances mental health, self-confidence, and self-efficacy (<xref ref-type="bibr" rid="ref30">Trajkovi&#x0107; et al., 2023</xref>), while fostering social adaptability, relationships, and a sense of belonging (<xref ref-type="bibr" rid="ref3">Carrete-Mar&#x00ED;n, 2024</xref>). Good social adaptability helps individuals integrate and develop better in society, reducing feelings of loneliness and social isolation. However, despite these advantages, a large proportion of the global population remains insufficiently active. According to the Global Physical Activity Report released by the WHO, over 80% of adolescents and 27% of adults do not meet the recommended levels of physical activity (<xref ref-type="bibr" rid="ref33">World Health Organization [WHO], 2022</xref>). College students&#x2014;positioned at the transitional stage between adolescence and young adulthood&#x2014;also show low participation rates, largely due to academic pressures, changing lifestyles, and competing priorities (<xref ref-type="bibr" rid="ref9">Guerriero et al., 2025</xref>). Recent data from the Report on the Physical Fitness of Chinese Youth indicate a declining trend in the overall physical fitness levels among Chinese college students. Concurrently, it is estimated that 40&#x2013;50% of college students worldwide do not engage in sufficient physical activity, with key contributing factors including time constraints, social influences, and evolving personal priorities (<xref ref-type="bibr" rid="ref23">Pan et al., 2022</xref>; <xref ref-type="bibr" rid="ref2">Brown et al., 2024</xref>).</p>
<p>Studies have confirmed that social support can significantly enhance individuals&#x2019; willingness and persistence in participating in physical activities (<xref ref-type="bibr" rid="ref26">Schmitke, 2024</xref>). Support from family, friends, and coaches can boost exercisers&#x2019; confidence and motivation (<xref ref-type="bibr" rid="ref19">Mira et al., 2023</xref>). Additionally, social support can reduce stress and anxiety during exercise, thereby promoting overall physical and mental health (<xref ref-type="bibr" rid="ref17">Lin et al., 2024</xref>). By offering positive feedback and encouragement, social support helps exercisers overcome challenges and achieve their goals, playing a critical role in increasing participation rates and maintaining long-term exercise habits. Social support encompasses the various forms of assistance and reassurance individuals receive from their social networks to cope with physiological, psychological, and social stressors. These networks&#x2014;comprising family, friends, neighbors, religious groups, colleagues, and peer support communities&#x2014;provide practical assistance (e.g., help with daily tasks, advice), material resources (e.g., financial aid), and emotional support (e.g., fostering feelings of being valued and understood) (<xref ref-type="bibr" rid="ref5">Cohen and Wills, 1985</xref>). Empirical studies have shown that such support significantly promotes physical activity participation among college students (<xref ref-type="bibr" rid="ref34">Zhang et al., 2022</xref>). Furthermore, social support influences exercise behavior not only directly but also indirectly by enhancing individuals&#x2019; self-efficacy (<xref ref-type="bibr" rid="ref2">Brown et al., 2024</xref>). Accordingly, the hypothesis was formulated: H1: Social support can significantly improve college students&#x2019; participation in physical activities.</p>
<p>The relationship between social support and self-efficacy is closely intertwined. Social support, including encouragement and assistance from family, friends, and colleagues, can significantly enhance individuals&#x2019; self-efficacy (<xref ref-type="bibr" rid="ref6">Cutrona and Russell, 1990</xref>). When individuals perceive support and affirmation from others, they are more likely to believe in their ability to overcome difficulties and achieve goals, thereby strengthening their self-efficacy (<xref ref-type="bibr" rid="ref12">Lent et al., 1986</xref>). In 1986, Canadian psychologist Albert Bandura defined self-efficacy as an individual&#x2019;s confidence and belief in their ability to complete specific tasks or behaviors (<xref ref-type="bibr" rid="ref1">Bandura, 1986</xref>). Accordingly, Hypothesis H2: Social support can significantly improve college students&#x2019; self-efficacy.</p>
<p>The importance of self-efficacy lies in its profound impact on an individual&#x2019;s motivation, self-regulation, and ability to cope with challenges (<xref ref-type="bibr" rid="ref1">Bandura and National Inst of Mental Health, 1986</xref>). Individuals with high self-efficacy are more likely to set higher goals, persist longer, and demonstrate greater resilience in the face of difficulties. Additionally, self-efficacy can enhance decision-making and problem-solving abilities, reduce stress and anxiety, and thereby promote personal success and growth (<xref ref-type="bibr" rid="ref22">Pajares, 1996</xref>). Accordingly, hypotheses H3: Self-efficacy can significantly improve college students&#x2019; participation in physical activities. Finally, based on the above hypotheses, hypothesis H4: Social support indirectly improves college students&#x2019; participation in physical activities through the mediating role of self-efficacy. This hypothesis aims to reveal the mechanism by which social support enhances self-efficacy, thereby promoting physical activity participation.</p>
<p>In summary, college students are in a critical stage of developing social adaptability. Investigating the factors that influence their participation in physical activity during this period is essential for identifying underlying challenges in their academic and personal lives and for designing targeted interventions. Such efforts are fundamental to supporting their physical and mental well-being and fostering the development of a socially integrated identity. The primary aim of this study is to examine the relationships among social support, self-efficacy, and physical activity, with a particular focus on the mediating role of self-efficacy in the link between social support and physical activity participation. By analyzing the interactions among these variables, the study seeks to offer new theoretical insights into the mechanisms underlying college students&#x2019; engagement in physical activity and to provide empirical evidence to inform the development of effective intervention strategies.</p>
</sec>
<sec sec-type="methods" id="sec7">
<label>2</label>
<title>Methodology</title>
<sec id="sec8">
<label>2.1</label>
<title>Participants</title>
<p>This study conducted an online cross-sectional survey in May 2024 using the Wenjuanxing platform. Electronic questionnaires were distributed through university student class groups using convenience sampling. A total of 491 responses were collected, and after excluding incomplete or invalid questionnaires, 489 valid responses were retained, resulting in an effective response rate of 99.6%.</p>
<p>The sample comprised 489 undergraduate students from a private university in Henan Province, with an average age of 19.11&#x202F;&#x00B1;&#x202F;1.034&#x202F;years. The gender distribution was approximately balanced. The primary objective of this study was to examine the relationships among social support, self-efficacy, and physical participation among college students. Specifically, the study assesses the direct effects of social support and self-efficacy on physical participation, explores the mediating role of self-efficacy, and investigates the moderating effect of gender within the mediation model.</p>
<p>The sample size was determined based on guidelines for structural equation modeling (SEM), which recommend a minimum ratio of 10&#x2013;20 participants per estimated parameter. Given the model complexity and number of observed variables, a minimum of approximately 300 participants was considered sufficient. Therefore, the final sample of 489 exceeds the recommended threshold, ensuring adequate statistical power. All statistical analyses were conducted using a significance level of <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05.</p>
</sec>
<sec id="sec9">
<label>2.2</label>
<title>Outcome measures</title>
<sec id="sec10">
<label>2.2.1</label>
<title>Questionnaire survey method</title>
<sec id="sec11">
<label>2.2.1.1</label>
<title>Questionnaire design</title>
<p>Physical Activity Participation: The Physical Activity Questionnaire (PAQ), developed by Canadian scholars specifically for adolescents, was employed as an assessment tool for physical activity (<xref ref-type="bibr" rid="ref11">Kowalski et al., 2004</xref>). The most representative component of the PAQ was selected, which includes 7 questions recalling physical activity participation over the past week. Additionally, the Physical Exercise Rating Scale, revised by Chinese scholar Liang Deqing in 1994, was incorporated. This scale consists of 3 questions primarily designed to measure exercise intensity, duration, and frequency (<xref ref-type="bibr" rid="ref16">Liang, 1994</xref>). The physical activity participation scale comprised a total of 10 questions, scored using a 5-point Likert scale, with higher scores indicating greater levels of participation.</p>
</sec>
<sec id="sec12">
<label>2.2.1.2</label>
<title>Questionnaire details</title>
<p>(1) Social support: the social support scale developed by <xref ref-type="bibr" rid="ref25">Sarason et al. (1983)</xref> was adopted, which is divided into three dimensions: family, friends, and others. Questions related to peers and family were categorized into two aspects: emotional support (e.g., &#x201C;When you experience negative emotions during exercise, your friends comfort you&#x201D;) and behavioral modeling (e.g., &#x201C;Your parents exercise regularly, and most of your friends also exercise frequently&#x201D;). School support was further divided into three aspects: academic support (e.g., encouragement from teachers), quality of sports facilities (e.g., &#x201C;The school has well-equipped sports venues&#x201D;), and sports culture atmosphere (e.g., &#x201C;The school frequently organizes large-scale sports events with high participation rates&#x201D;). The scale and questionnaire items are presented in <xref ref-type="table" rid="tab1">Table 1</xref>, comprising a total of 13 questions. Responses were scored on a 5-point scale, with higher values indicating greater levels of support.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Differential analysis of variables by gender among college students (<italic>N</italic>&#x202F;=&#x202F;489).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th align="center" valign="top">Male</th>
<th align="center" valign="top">Female</th>
<th align="center" valign="top">T</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Physical activity participation</td>
<td align="center" valign="top">2.9&#x202F;&#x00B1;&#x202F;0.78</td>
<td align="center" valign="top">2.68&#x202F;&#x00B1;&#x202F;0.653</td>
<td align="center" valign="top">3.27&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">Physical activity participation in the past week</td>
<td align="center" valign="top">2.89&#x202F;&#x00B1;&#x202F;0.832</td>
<td align="center" valign="top">2.7&#x202F;&#x00B1;&#x202F;0.733</td>
<td align="center" valign="top">2.63&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">Exercise frequency, intensity, and duration</td>
<td align="center" valign="top">2.92&#x202F;&#x00B1;&#x202F;0.859</td>
<td align="center" valign="top">2.62&#x202F;&#x00B1;&#x202F;0.731</td>
<td align="center" valign="top">4.02&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">Social support</td>
<td align="center" valign="top">3.49&#x202F;&#x00B1;&#x202F;0.647</td>
<td align="center" valign="top">3.58&#x202F;&#x00B1;&#x202F;0.548</td>
<td align="center" valign="top">&#x2212;1.68</td>
</tr>
<tr>
<td align="left" valign="top">Friend support</td>
<td align="center" valign="top">3.31&#x202F;&#x00B1;&#x202F;0.848</td>
<td align="center" valign="top">3.38&#x202F;&#x00B1;&#x202F;0.664</td>
<td align="center" valign="top">&#x2212;1.01</td>
</tr>
<tr>
<td align="left" valign="top">School support</td>
<td align="center" valign="top">3.66&#x202F;&#x00B1;&#x202F;0.688</td>
<td align="center" valign="top">3.78&#x202F;&#x00B1;&#x202F;0.591</td>
<td align="center" valign="top">&#x2212;2.13&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">Family support</td>
<td align="center" valign="top">3.46&#x202F;&#x00B1;&#x202F;0.705</td>
<td align="center" valign="top">3.53&#x202F;&#x00B1;&#x202F;0.658</td>
<td align="center" valign="top">&#x2212;1.01</td>
</tr>
<tr>
<td align="left" valign="top">Self-efficacy</td>
<td align="center" valign="top">3.41&#x202F;&#x00B1;&#x202F;0.784</td>
<td align="center" valign="top">3.27&#x202F;&#x00B1;&#x202F;0.787</td>
<td align="center" valign="top">1.82</td>
</tr>
<tr>
<td align="left" valign="top">Physical factor</td>
<td align="center" valign="top">3.39&#x202F;&#x00B1;&#x202F;0.858</td>
<td align="center" valign="top">3.18&#x202F;&#x00B1;&#x202F;0.841</td>
<td align="center" valign="top">2.73&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">Psychological factor</td>
<td align="center" valign="top">3.54&#x202F;&#x00B1;&#x202F;0.832</td>
<td align="center" valign="top">3.4&#x202F;&#x00B1;&#x202F;0.835</td>
<td align="center" valign="top">1.78</td>
</tr>
<tr>
<td align="left" valign="top">Physical environmental factor</td>
<td align="center" valign="top">3.39&#x202F;&#x00B1;&#x202F;0.801</td>
<td align="center" valign="top">3.24&#x202F;&#x00B1;&#x202F;0.847</td>
<td align="center" valign="top">1.92</td>
</tr>
<tr>
<td align="left" valign="top">Social environmental factors</td>
<td align="center" valign="top">3.31&#x202F;&#x00B1;&#x202F;0.873</td>
<td align="center" valign="top">3.25&#x202F;&#x00B1;&#x202F;0.842</td>
<td align="center" valign="top">0.84</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>&#x002A;&#x002A;<italic>p</italic>&#x202F;&#x003C;&#x202F;0.01, &#x002A;<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05, significant correlation.</p>
</table-wrap-foot>
</table-wrap>
<p>(2) Self-efficacy: the Exercise Self-Efficacy Scale (ESES) was used to assess exercise self-efficacy. The Chinese version of the ESES consists of 18 questions, divided into four domains: physical factors, psychological factors, physical environment factors, and social environment factors (<xref ref-type="bibr" rid="ref31">Tung et al., 2005</xref>). The classification is primarily based on factors influencing individuals&#x2019; confidence in exercising under different circumstances. Specifically, these factors can be categorized as follows:</p><list list-type="alpha-lower">
<list-item>
<p>Physical factors: These questions focus on individuals&#x2019; confidence in exercising when their physical condition changes, such as when they are fatigued, injured, or ill.</p>
</list-item>
<list-item>
<p>Psychological factors: These questions focus on individuals&#x2019; confidence in exercising when their psychological or emotional state changes, such as when they feel depressed, anxious, or face personal issues.</p>
</list-item>
<list-item>
<p>Physical environment factors: These questions focus on the impact of external environments on individuals&#x2019; confidence in exercising, such as bad weather or during holidays.</p>
</list-item>
<list-item>
<p>Social environment factors: These questions focus on the influence of social and family environments on individuals&#x2019; confidence in exercising, such as when they lack support from family or friends or have visitors.</p>
</list-item>
</list>
</sec>
<sec id="sec13">
<label>2.2.1.3</label>
<title>Reliability and validity testing of the questionnaire</title>
<p>Principal component analysis was employed to analyze the data for each scale. The Kaiser&#x2013;Meyer&#x2013;Olkin (KMO) measure and Bartlett&#x2019;s test of sphericity were used to assess the structural validity of the questionnaire. As shown in <xref ref-type="table" rid="tab2">Table 2</xref>, all KMO values were greater than 0.8, indicating that the data were suitable for factor analysis. Additionally, Bartlett&#x2019;s test of sphericity yielded significance levels below 0.001, confirming significant correlations among the variables.</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Validity test of the scales.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th colspan="2"></th>
<th align="center" valign="top">Physical activity participation</th>
<th align="center" valign="top">Social support</th>
<th align="center" valign="top">Sports self-efficacy</th>
</tr>
</thead>
<tbody>
<tr>
<td align="center" valign="top" colspan="2">KMO value</td>
<td align="center" valign="top">0.860</td>
<td align="center" valign="top">0.917</td>
<td align="center" valign="top">0.965</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="3">Bartlett&#x2019;s Test of Sphericity</td>
<td align="left" valign="top"><italic>&#x03C7;</italic><sup>2</sup></td>
<td align="center" valign="top">1640.842</td>
<td align="center" valign="top">3433.112</td>
<td align="center" valign="top">8402.013</td>
</tr>
<tr>
<td align="left" valign="top">df</td>
<td align="center" valign="top">45</td>
<td align="center" valign="top">78</td>
<td align="center" valign="top">153</td>
</tr>
<tr>
<td align="left" valign="top">Sig.</td>
<td align="center" valign="top">0.000</td>
<td align="center" valign="top">0.000</td>
<td align="center" valign="top">0.000</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>&#x03C7;</italic><sup>2</sup>, Chi-Square Value; df, degrees of freedom; Sig., significance.</p>
</table-wrap-foot>
</table-wrap>
<p>Cronbach&#x2019;s alpha coefficient was used to evaluate internal consistency reliability. For the physical activity participation scale, the common factor variance ranged from 0.546 to 0.914. The Cronbach&#x2019;s alpha coefficient for the 10 items was 0.844, with subscales for exercise behavior (0.609) and past-week PAQ (0.819) both exceeding 0.6, indicating strong internal consistency among the items. For the social support scale, the common factor variance ranged from 0.508 to 0.671. The Cronbach&#x2019;s alpha coefficient for the 13 items was 0.913, with subscales for friend support (0.838), school support (0.872), and family support (0.814) all exceeding 0.8, demonstrating high internal consistency for both the overall scale and its dimensions. For the exercise self-efficacy scale, the common factor variance ranged from 0.742 to 0.849. The Cronbach&#x2019;s alpha coefficient for the 18 items was 0.968, with subscales for physical factors (0.865), psychological factors (0.925), physical environment factors (0.811), and social environment factors (0.932) all exceeding 0.8, indicating high internal consistency for both the overall scale and its dimensions.</p>
</sec>
</sec>
</sec>
<sec id="sec14">
<label>2.3</label>
<title>Statistical analysis</title>
<p>The results of the questionnaire survey were organized and analyzed using mathematical statistical software such as SPSS 26.0 and Microsoft Excel. Descriptive statistics, exploratory factor analysis, independent samples <italic>t</italic>-test, Pearson correlation analysis, regression analysis, and structural equation modeling (SEM) were employed to statistically analyze the sample data. An independent samples <italic>t</italic>-test was performed to assess gender differences among college students in terms of their scores on the physical activity participation, social support, and self-efficacy scales. Furthermore, Pearson correlation analysis was employed to explore the associations between students&#x2019; engagement in physical activities and their levels of social support and self-efficacy. These methods were used to examine the relationships among variables, identify underlying factors, and test the proposed hypotheses, ensuring a comprehensive understanding of the data and the validity of the findings.</p>
</sec>
</sec>
<sec sec-type="results" id="sec15">
<label>3</label>
<title>Results</title>
<sec id="sec16">
<label>3.1</label>
<title>Analysis of basic information</title>
<p>Through descriptive statistical analysis (<xref ref-type="table" rid="tab3">Table 3</xref>), the mean age of the college students participating in the survey was 19.11&#x202F;&#x00B1;&#x202F;1.034&#x202F;years. Among them, there were 192 male students and 297 female students. The mean score for participation in physical activities was 2.76&#x202F;&#x00B1;&#x202F;0.713. The mean score for social support was 3.55&#x202F;&#x00B1;&#x202F;0.589, with teacher support (3.73&#x202F;&#x00B1;&#x202F;0.634) being higher than family support and friend support. The mean score for self-efficacy was 3.33&#x202F;&#x00B1;&#x202F;0.788, with psychological factors (3.46&#x202F;&#x00B1;&#x202F;0.835) scoring higher than physical environmental factors, social environmental factors, and physical factors.</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Overview of basic information (<italic>N</italic>&#x202F;=&#x202F;489).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th align="center" valign="top">Mean/percentage</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Age</td>
<td align="center" valign="top">19.11&#x202F;&#x00B1;&#x202F;1.034</td>
</tr>
<tr>
<td align="left" valign="top" colspan="2">Sex</td>
</tr>
<tr>
<td align="left" valign="top">Male (192)</td>
<td align="center" valign="top">39.3%</td>
</tr>
<tr>
<td align="left" valign="top">Female (297)</td>
<td align="center" valign="top">60.7%</td>
</tr>
<tr>
<td align="left" valign="top">Physical activity participation</td>
<td align="center" valign="top">2.76&#x202F;&#x00B1;&#x202F;0.713</td>
</tr>
<tr>
<td align="left" valign="top">Physical activity participation in the past week</td>
<td align="center" valign="top">2.77&#x202F;&#x00B1;&#x202F;0.778</td>
</tr>
<tr>
<td align="left" valign="top">Exercise frequency, intensity, and duration</td>
<td align="center" valign="top">2.74&#x202F;&#x00B1;&#x202F;0.797</td>
</tr>
<tr>
<td align="left" valign="top">Social support</td>
<td align="center" valign="top">3.55&#x202F;&#x00B1;&#x202F;0.589</td>
</tr>
<tr>
<td align="left" valign="top">Friend support</td>
<td align="center" valign="top">3.35&#x202F;&#x00B1;&#x202F;0.741</td>
</tr>
<tr>
<td align="left" valign="top">School support</td>
<td align="center" valign="top">3.73&#x202F;&#x00B1;&#x202F;0.634</td>
</tr>
<tr>
<td align="left" valign="top">Family support</td>
<td align="center" valign="top">3.50&#x202F;&#x00B1;&#x202F;0.677</td>
</tr>
<tr>
<td align="left" valign="top">Self-efficacy</td>
<td align="center" valign="top">3.33&#x202F;&#x00B1;&#x202F;0.788</td>
</tr>
<tr>
<td align="left" valign="top">Physical factor</td>
<td align="center" valign="top">3.26&#x202F;&#x00B1;&#x202F;0.853</td>
</tr>
<tr>
<td align="left" valign="top">Psychological factor</td>
<td align="center" valign="top">3.46&#x202F;&#x00B1;&#x202F;0.835</td>
</tr>
<tr>
<td align="left" valign="top">Physical environmental factor</td>
<td align="center" valign="top">3.30&#x202F;&#x00B1;&#x202F;0.831</td>
</tr>
<tr>
<td align="left" valign="top">Social environmental factors</td>
<td align="center" valign="top">3.27&#x202F;&#x00B1;&#x202F;0.854</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Physical Activity Participation: includes &#x201C;Participation in Physical Activity in the Past Week&#x201D; and &#x201C;Exercise frequency, intensity, and duration&#x201D;; Social Support: includes &#x201C;Friend Support,&#x201D; &#x201C;School Support,&#x201D; and &#x201C;Family Support&#x201D;; Self-efficacy: includes &#x201C;Physical Factors,&#x201D; &#x201C;Psychological Factors,&#x201D; &#x201C;Physical Environmental Factors,&#x201D; and &#x201C;Social Environmental Factors&#x201D;.</p>
</table-wrap-foot>
</table-wrap>
<p>An independent samples t-test was conducted on the participation in physical activities, social support, and self-efficacy scales among college students of different genders (<xref ref-type="table" rid="tab1">Table 1</xref>). The results revealed significant differences in participation in physical activities (3.27&#x002A;&#x002A;), with male students showing significantly higher participation than female students. The differences in social support and self-efficacy were relatively small, but there was a noticeable difference in teacher support within social support (&#x2212;2.13&#x002A;) and a significant difference in the physical factors of self-efficacy (2.73&#x002A;).</p>
<p>Pearson&#x2019;s bivariate two-tailed correlation test (<xref ref-type="table" rid="tab4">Table 4</xref>) indicated that college students&#x2019; participation in physical activities was significantly positively correlated with all indicators of social support and self-efficacy (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.01). Among these, friend support within social support (<italic>r</italic>&#x202F;=&#x202F;0.309) and psychological factors within self-efficacy (<italic>r</italic>&#x202F;=&#x202F;0.469) showed relatively higher positive correlations.</p>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption>
<p>Summary of Pearson correlation analysis (<italic>N</italic>&#x202F;=&#x202F;489).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th>Variable</th>
<th align="center" valign="top">PSA</th>
<th align="center" valign="top">Fr-S</th>
<th align="center" valign="top">SS</th>
<th align="center" valign="top">Fa-S</th>
<th align="center" valign="top">Ph-F</th>
<th align="center" valign="top">Ps-F</th>
<th align="center" valign="top">PEF</th>
<th align="center" valign="top">SEF</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">PSA</td>
<td align="center" valign="top">1</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Fr-S</td>
<td align="center" valign="top">0.309&#x002A;&#x002A;</td>
<td align="center" valign="top">1</td>
<td/>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">SS</td>
<td align="center" valign="top">0.208&#x002A;&#x002A;</td>
<td align="center" valign="top">0.593&#x002A;&#x002A;</td>
<td align="center" valign="top">1</td>
<td/>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Fa-S</td>
<td align="center" valign="top">0.265&#x002A;&#x002A;</td>
<td align="center" valign="top">0.643&#x002A;&#x002A;</td>
<td align="center" valign="top">0.648&#x002A;&#x002A;</td>
<td align="center" valign="top">1</td>
<td/>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Ph-F</td>
<td align="center" valign="top">0.409&#x002A;&#x002A;</td>
<td align="center" valign="top">0.470&#x002A;&#x002A;</td>
<td align="center" valign="top">0.330&#x002A;&#x002A;</td>
<td align="center" valign="top">0.528&#x002A;&#x002A;</td>
<td align="center" valign="top">1</td>
<td/>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">Ps-F</td>
<td align="center" valign="top">0.469&#x002A;&#x002A;</td>
<td align="center" valign="top">0.507&#x002A;&#x002A;</td>
<td align="center" valign="top">0.409&#x002A;&#x002A;</td>
<td align="center" valign="top">0.541&#x002A;&#x002A;</td>
<td align="center" valign="top">0.834&#x002A;&#x002A;</td>
<td align="center" valign="top">1</td>
<td/>
<td/>
</tr>
<tr>
<td align="left" valign="top">PEF</td>
<td align="center" valign="top">0.425&#x002A;&#x002A;</td>
<td align="center" valign="top">0.493&#x002A;&#x002A;</td>
<td align="center" valign="top">0.354&#x002A;&#x002A;</td>
<td align="center" valign="top">0.570&#x002A;&#x002A;</td>
<td align="center" valign="top">0.826&#x002A;&#x002A;</td>
<td align="center" valign="top">0.817&#x002A;&#x002A;</td>
<td align="center" valign="top">1</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">SEF</td>
<td align="center" valign="top">0.434&#x002A;&#x002A;</td>
<td align="center" valign="top">0.460&#x002A;&#x002A;</td>
<td align="center" valign="top">0.332&#x002A;&#x002A;</td>
<td align="center" valign="top">0.530&#x002A;&#x002A;</td>
<td align="center" valign="top">0.800&#x002A;&#x002A;</td>
<td align="center" valign="top">0.809&#x002A;&#x002A;</td>
<td align="center" valign="top">0.865&#x002A;&#x002A;</td>
<td align="center" valign="top">1</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>&#x002A;&#x002A;<italic>p</italic>&#x202F;&#x003C;&#x202F;0.01, significant correlation. PSA, Participation in sports activities; Fr-S, Friend support; SS, School support; Fa-S, Family support; Ph-F, Physical factor; Ps-F, Psychological factor; PEF, Physical environmental factor; SEF, Social environmental factors.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec17">
<label>3.2</label>
<title>Regression analysis of variables</title>
<p>Using social support as the independent variable and physical activity participation level as the dependent variable, a forced-entry regression analysis was conducted (<xref ref-type="table" rid="tab5">Table 5</xref>). The results showed that social support had a significant regression effect on physical activity participation level (<italic>F</italic>&#x202F;=&#x202F;47.898, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.01), explaining 8.8% of the variance. In the gender-stratified regression analysis, female students required higher levels of social support (0.438) compared to male students, with social support explaining 13.2% of the variance among females. Therefore, Hypothesis 1 (social support can improve college students&#x2019; physical activity participation) was validated, and the regression equations for both male and female students were statistically significant.</p>
<table-wrap position="float" id="tab5">
<label>Table 5</label>
<caption>
<p>Regression analysis of social support on college students&#x2019; physical activity participation (<italic>N</italic>&#x202F;=&#x202F;489).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Variable</th>
<th align="center" valign="top" colspan="3">Participation in sports activities</th>
<th align="center" valign="top" colspan="3">Male</th>
<th align="center" valign="top" colspan="3">Female</th>
</tr>
<tr>
<th align="center" valign="top">B</th>
<th align="center" valign="top">SE</th>
<th align="center" valign="top">&#x03B2;</th>
<th align="center" valign="top">B</th>
<th align="center" valign="top">SE</th>
<th align="center" valign="top">&#x03B2;</th>
<th align="center" valign="top">B</th>
<th align="center" valign="top">SE</th>
<th align="center" valign="top">&#x03B2;</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Social Support</td>
<td align="center" valign="middle">0.362</td>
<td align="center" valign="middle">0.299</td>
<td align="center" valign="middle">0.052&#x002A;&#x002A;</td>
<td align="center" valign="middle">0.312</td>
<td align="center" valign="middle">0.258</td>
<td align="center" valign="middle">0.085&#x002A;&#x002A;</td>
<td align="center" valign="middle">0.438</td>
<td align="center" valign="middle">0.367</td>
<td align="center" valign="middle">0.065&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>R</italic><sup>2</sup></td>
<td align="center" valign="middle" colspan="3">0.088</td>
<td align="center" valign="middle" colspan="3">0.062</td>
<td align="center" valign="middle" colspan="3">0.132</td>
</tr>
<tr>
<td align="left" valign="middle">F</td>
<td align="center" valign="middle" colspan="3">47.898&#x002A;&#x002A;</td>
<td align="center" valign="middle" colspan="3">13.592&#x002A;&#x002A;</td>
<td align="center" valign="middle" colspan="3">45.977&#x002A;&#x002A;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>&#x002A;&#x002A;<italic>p</italic>&#x202F;&#x003C;&#x202F;0.01, significant correlation. <italic>R</italic><sup>2</sup> (<italic>R</italic>-squared): proportion of variance in the dependent variable explained by the model; F (F-statistic): Tests overall significance of the regression model; B (Unstandardized Coefficient): Change in the dependent variable for a one-unit change in the predictor; SE (Standard Error): Precision of the coefficient estimate; &#x03B2; (Standardized Coefficient/Beta): Standardized coefficient, showing the effect in standard deviation units.</p>
</table-wrap-foot>
</table-wrap>
<p>Using social support as the independent variable and self-efficacy as the dependent variable, a forced-entry regression analysis was conducted (<xref ref-type="table" rid="tab6">Table 6</xref>). The results showed that social support had a significant regression effect on self-efficacy (<italic>F</italic>&#x202F;=&#x202F;224.247, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.01), explaining 31.4% of the variance. In the gender-stratified regression analysis, female students required higher levels of self-efficacy (0.850) compared to male students, with social support explaining 34.7% of the variance among females. Therefore, Hypothesis 2 (social support can improve college students&#x2019; self-efficacy) was validated, and the regression equations for both male and female students were statistically significant.</p>
<table-wrap position="float" id="tab6">
<label>Table 6</label>
<caption>
<p>Regression analysis of social support and self-efficacy (<italic>N</italic>&#x202F;=&#x202F;489).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Variable</th>
<th align="center" valign="top" colspan="3">Self-efficacy</th>
<th align="center" valign="top" colspan="3">Male</th>
<th align="center" valign="top" colspan="3">Female</th>
</tr>
<tr>
<th align="center" valign="top"><italic>B</italic></th>
<th align="center" valign="top">SE</th>
<th align="center" valign="top">&#x03B2;</th>
<th align="center" valign="top"><italic>B</italic></th>
<th align="center" valign="top">SE</th>
<th align="center" valign="top">&#x03B2;</th>
<th align="center" valign="top"><italic>B</italic></th>
<th align="center" valign="top">SE</th>
<th align="center" valign="top">&#x03B2;</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Social Support</td>
<td align="center" valign="middle">0.751</td>
<td align="center" valign="middle">0.562</td>
<td align="center" valign="middle">0.050&#x002A;&#x002A;</td>
<td align="center" valign="middle">0.667</td>
<td align="center" valign="middle">0.550</td>
<td align="center" valign="middle">0.074&#x002A;&#x002A;</td>
<td align="center" valign="middle">0.850</td>
<td align="center" valign="middle">0.591</td>
<td align="center" valign="middle">0.068&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>R</italic><sup>2</sup></td>
<td align="center" valign="middle" colspan="3">0.314</td>
<td align="center" valign="middle" colspan="3">0.299</td>
<td align="center" valign="middle" colspan="3">0.347</td>
</tr>
<tr>
<td align="left" valign="middle"><italic>F</italic></td>
<td align="center" valign="middle" colspan="3">224.247&#x002A;&#x002A;</td>
<td align="center" valign="middle" colspan="3">82.390&#x002A;&#x002A;</td>
<td align="center" valign="middle" colspan="3">158.357&#x002A;&#x002A;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>&#x002A;&#x002A;<italic>p</italic>&#x202F;&#x003C;&#x202F;0.01, significant correlation. <italic>R</italic><sup>2</sup> (<italic>R</italic>-squared): Proportion of variance in the dependent variable explained by the model; F (F-statistic): Tests overall significance of the regression model; B (Unstandardized Coefficient): Change in the dependent variable for a one-unit change in the predictor; SE (Standard Error): Precision of the coefficient estimate; &#x03B2; (Standardized Coefficient/Beta): Standardized coefficient, showing the effect in standard deviation units.</p>
</table-wrap-foot>
</table-wrap>
<p>Finally, using self-efficacy as the independent variable and college students&#x2019; physical activity participation as the dependent variable, the impact of self-efficacy on physical activity participation was tested (<xref ref-type="table" rid="tab7">Table 7</xref>). The results showed that self-efficacy had a significant regression effect on physical activity participation level (<italic>F</italic>&#x202F;=&#x202F;136.706, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.01), explaining 21.8% of the variance. In the gender-stratified regression analysis, male students required higher levels of self-efficacy (0.471) compared to female students, with self-efficacy explaining 22% of the variance among males. Therefore, Hypothesis 3 (self-efficacy can improve college students&#x2019; physical activity participation) was validated, and the regression equations for both male and female students were statistically significant.</p>
<table-wrap position="float" id="tab7">
<label>Table 7</label>
<caption>
<p>Regression analysis of self-efficacy and college students&#x2019; physical activity participation (<italic>N</italic>&#x202F;=&#x202F;489).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Variable</th>
<th align="center" valign="top" colspan="3">Physical activity participation</th>
<th align="center" valign="top" colspan="3">Male</th>
<th align="center" valign="top" colspan="3">Female</th>
</tr>
<tr>
<th align="center" valign="top">B</th>
<th align="center" valign="top">SE</th>
<th align="center" valign="top">&#x03B2;</th>
<th align="center" valign="top">B</th>
<th align="center" valign="top">SE</th>
<th align="center" valign="top">&#x03B2;</th>
<th align="center" valign="top">B</th>
<th align="center" valign="top">SE</th>
<th align="center" valign="top">&#x03B2;</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Self-Efficacy</td>
<td align="center" valign="middle">0.424</td>
<td align="center" valign="middle">0.468</td>
<td align="center" valign="middle">0.036&#x002A;&#x002A;</td>
<td align="center" valign="middle">0.471</td>
<td align="center" valign="middle">0.473</td>
<td align="center" valign="middle">0.064&#x002A;&#x002A;</td>
<td align="center" valign="middle">0.380</td>
<td align="center" valign="middle">0.458</td>
<td align="center" valign="middle">0.043&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="middle">R<sup>2</sup></td>
<td align="center" valign="middle" colspan="3">0.218</td>
<td align="center" valign="middle" colspan="3">0.220</td>
<td align="center" valign="middle" colspan="3">0.207</td>
</tr>
<tr>
<td align="left" valign="middle">F</td>
<td align="center" valign="middle" colspan="3">136.706&#x002A;&#x002A;</td>
<td align="center" valign="middle" colspan="3">54.802&#x002A;&#x002A;</td>
<td align="center" valign="middle" colspan="3">78.226&#x002A;&#x002A;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>&#x002A;&#x002A;<italic>p</italic>&#x202F;&#x003C;&#x202F;0.01, significant correlation. <italic>R</italic><sup>2</sup> (<italic>R</italic>-squared): Proportion of variance in the dependent variable explained by the model; F (F-statistic): Tests overall significance of the regression model; B (Unstandardized Coefficient): Change in the dependent variable for a one-unit change in the predictor; SE (Standard Error): Precision of the coefficient estimate; &#x03B2; (Standardized Coefficient/Beta): Standardized coefficient, showing the effect in standard deviation units.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec18">
<label>3.3</label>
<title>Mediation effect analysis of variables</title>
<p>The mediation effect analysis reveals (<xref ref-type="table" rid="tab8">Table 8</xref>) that only the effect of self-efficacy is statistically significant (<italic>B</italic>&#x202F;=&#x202F;0.397, <italic>t</italic>&#x202F;=&#x202F;9.061&#x002A;&#x002A;). However, in the gender-specific regression analysis, it is found that in the female subgroup, both social support (<italic>B</italic>&#x202F;=&#x202F;0.177, <italic>t</italic>&#x202F;=&#x202F;2.332&#x002A;) and self-efficacy (<italic>B</italic>&#x202F;=&#x202F;0.307, <italic>t</italic>&#x202F;=&#x202F;5.810&#x002A;&#x002A;) have significant effects. The regression model <italic>F</italic>&#x202F;=&#x202F;42.419&#x002A;&#x002A; and <italic>R</italic><sup>2</sup>&#x202F;=&#x202F;0.219 confirm that the explanatory power of the model is statistically significant. Therefore, the mediation effect of &#x201C;social support &#x2013; self-efficacy &#x2013; participation level of college students in physical activities&#x201D; is significant. Thus, research hypothesis 4 (social support can enhance college students&#x2019; participation in physical activities through the mediating effect of self-efficacy) is validated, particularly significant among female college students.</p>
<table-wrap position="float" id="tab8">
<label>Table 8</label>
<caption>
<p>Mediation effect test (<italic>N</italic>&#x202F;=&#x202F;489).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" colspan="2">Regression equation</th>
<th align="center" valign="top" colspan="4">Coefficient</th>
<th align="center" valign="top" colspan="2">Goodness-of-fit measures</th>
</tr>
<tr>
<th align="left" valign="top" colspan="2">Grouping variable</th>
<th align="center" valign="top"><italic>B</italic></th>
<th align="center" valign="top"><italic>&#x03B2;</italic></th>
<th align="center" valign="top">SE</th>
<th align="center" valign="top"><italic>t</italic></th>
<th align="center" valign="top"><italic>R</italic><sup>2</sup></th>
<th align="center" valign="top"><italic>F</italic></th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" rowspan="2">Total</td>
<td align="left" valign="top">Social support</td>
<td align="center" valign="top">0.064</td>
<td align="center" valign="top">0.059</td>
<td align="center" valign="top">0.053</td>
<td align="center" valign="top">1.098</td>
<td align="center" valign="top" rowspan="2">0.218</td>
<td align="center" valign="top" rowspan="2">68.984&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">Self-efficacy</td>
<td align="center" valign="top">0.397</td>
<td align="center" valign="top">0.044</td>
<td align="center" valign="top">0.438</td>
<td align="center" valign="top">9.061&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Male</td>
<td align="left" valign="top">Social support</td>
<td align="center" valign="top">&#x2212;0.003</td>
<td align="center" valign="top">0.093</td>
<td align="center" valign="top">&#x2212;0.003</td>
<td align="center" valign="top">&#x2212;0.034</td>
<td align="center" valign="top" rowspan="2">0.216</td>
<td align="center" valign="top" rowspan="2">27.258&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">Self-efficacy</td>
<td align="center" valign="top">0.472</td>
<td align="center" valign="top">0.076</td>
<td align="center" valign="top">0.475</td>
<td align="center" valign="top">6.185&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Female</td>
<td align="left" valign="top">Social support</td>
<td align="center" valign="top">0.177</td>
<td align="center" valign="top">0.076</td>
<td align="center" valign="top">0.148</td>
<td align="center" valign="top">2.332&#x002A;</td>
<td align="center" valign="top" rowspan="2">0.219</td>
<td align="center" valign="top" rowspan="2">42.419&#x002A;&#x002A;</td>
</tr>
<tr>
<td align="left" valign="top">Self-efficacy</td>
<td align="center" valign="top">0.307</td>
<td align="center" valign="top">0.053</td>
<td align="center" valign="top">0.37</td>
<td align="center" valign="top">5.810&#x002A;&#x002A;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>&#x002A;&#x002A;<italic>p</italic>&#x202F;&#x003C;&#x202F;0.01, significant correlation. <italic>R</italic><sup>2</sup> (<italic>R</italic>-squared): Proportion of variance in the dependent variable explained by the model; F (F-statistic): Tests overall significance of the regression model; B (Unstandardized Coefficient): Change in the dependent variable for a one-unit change in the predictor; SE (Standard Error): Precision of the coefficient estimate; &#x03B2; (Standardized Coefficient/Beta): Standardized coefficient, showing the effect in standard deviation units.</p>
</table-wrap-foot>
</table-wrap>
<p>Using Model 4 in SPSS as developed by <xref ref-type="bibr" rid="ref9001">Hayes (2013)</xref>, with female college students as the sample size, the mediation effect path and effect values (<xref ref-type="table" rid="tab9">Table 9</xref>) indicate that in the study of the relationship between social support and participation in physical activities, the mediation effect of self-efficacy is significant, accounting for 59.6% of the total effect, while the direct effect accounts for 40.4%.</p>
<table-wrap position="float" id="tab9">
<label>Table 9</label>
<caption>
<p>Mediation effect pathways and effect sizes (<italic>N</italic>&#x202F;=&#x202F;297).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Effect</th>
<th align="center" valign="top">Effect</th>
<th align="center" valign="top">BootSE</th>
<th align="center" valign="top">BootLLCI</th>
<th align="center" valign="top">BootULCI</th>
<th align="center" valign="top">Proportion of effect</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Mediation effect</td>
<td align="center" valign="middle">0.261</td>
<td align="center" valign="middle">0.053</td>
<td align="center" valign="middle">0.158</td>
<td align="center" valign="middle">0.367</td>
<td align="center" valign="middle">59.6%</td>
</tr>
<tr>
<td align="left" valign="middle">Direct effect</td>
<td align="center" valign="middle">0.177</td>
<td align="center" valign="middle">0.076</td>
<td align="center" valign="middle">0.026</td>
<td align="center" valign="middle">0.327</td>
<td align="center" valign="middle">40.4%</td>
</tr>
<tr>
<td align="left" valign="middle">Total effect</td>
<td align="center" valign="middle">0.438</td>
<td align="center" valign="middle">0.065</td>
<td align="center" valign="middle">0.311</td>
<td align="center" valign="middle">0.565</td>
<td/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>BootSE, Bootstrap Standard Error; BootLLCI, Bootstrap Lower Limit Confidence Interval; BootULCI, Bootstrap Upper Limit Confidence Interval.</p>
</table-wrap-foot>
</table-wrap>
<p>As shown in <xref ref-type="fig" rid="fig1">Figure 1</xref>, social support not only directly affects college students&#x2019; participation in physical activities (0.177&#x002A;), but also enhances their self-efficacy (0.850&#x002A;&#x002A;). Self-efficacy, in turn, can increase participation in physical activities (0.380&#x002A;&#x002A;). Moreover, the mediation effect of self-efficacy in the influence of social support on college students&#x2019; participation in physical activities is established (0.261&#x002A;&#x002A;).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>The relationship between social support and physical activity participation: the mediating role of self-efficacy (<italic>N</italic>&#x202F;=&#x202F;297). &#x002A;&#x002A;<italic>p</italic>&#x202F;&#x003C;&#x202F;0.01, &#x002A;<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05, significant correlation.</p>
</caption>
<graphic xlink:href="fpsyg-16-1596841-g001.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="sec19">
<label>4</label>
<title>Discussion</title>
<sec id="sec20">
<label>4.1</label>
<title>Social support as a direct influencing factor of physical activity participation</title>
<p>The regression effect of social support on the level of physical activity participation was significant (<italic>F</italic>&#x202F;=&#x202F;47.898), explaining 8.8% of the variance. This result indicates that social support is an important factor in promoting individuals&#x2019; participation in physical activity. Specifically, when individuals perceive support from family, friends, or school, they are more likely to participate actively. Such support may manifest as encouragement, companionship, or the provision of resources (e.g., sports equipment or venues), thereby reducing barriers to participation and enhancing individuals&#x2019; willingness and ability to engage in physical activities (<xref ref-type="bibr" rid="ref26">Schmitke, 2024</xref>). Social support also enhances motivation, reduces fear of failure, and provides emotional security (<xref ref-type="bibr" rid="ref19">Mira et al., 2023</xref>). Moreover, it fosters a positive social atmosphere, which strengthens the sense of achievement and belonging during physical activity (<xref ref-type="bibr" rid="ref8">Ferreira et al., 2024</xref>).</p>
<p>In the context of the Chinese college student population studied, gender differences emerged in this relationship. In the regression equation of social support and physical activity participation levels, it was found that, compared to male students, female students required higher levels of social support (0.438) to achieve the same level of physical activity. There are also significant gender differences in physical activity participation levels, with male students showing significantly higher participation than female students. Moreover, when assessing social support, significant gender differences were observed in school support, with female students receiving more school support than male students, such as through the organization of fun sports events, access to good sports facilities, the promotion of sports culture on campus, and encouragement and support from physical education teachers. This may be related to gender roles and societal expectations prevalent in Chinese society. Traditionally, women are assigned more roles related to emotional expression and interpersonal interaction in society, which makes them more inclined to seek external support when facing pressure or challenges (<xref ref-type="bibr" rid="ref4">Chen and Zhang, 2024</xref>). At the same time, Chinese women may be more encouraged to rely on others during their upbringing, especially in terms of emotional support, leading to a higher dependence on social support (<xref ref-type="bibr" rid="ref10">Johansen et al., 2021</xref>). Female students tend to have lower self-efficacy in physical activities, resulting in insufficient confidence to participate (<xref ref-type="bibr" rid="ref21">&#x00D6;zt&#x00FC;rk et al., 2021</xref>). They are also more likely to be troubled by body image and self-esteem issues, which may affect their willingness to engage in physical activities (<xref ref-type="bibr" rid="ref29">Sunderji et al., 2024</xref>). In some cases, female students have fewer opportunities and resources to participate in physical activities, which further limits their participation levels.</p>
</sec>
<sec id="sec21">
<label>4.2</label>
<title>Social support&#x2019;s role in promoting self-efficacy</title>
<p>The regression effect of social support on self-efficacy was even more significant (<italic>F</italic>&#x202F;=&#x202F;224.247), explaining 31.4% of the variance. This result indicates that social support plays a crucial role in enhancing individuals&#x2019; self-efficacy. Self-efficacy refers to an individual&#x2019;s belief in their ability to complete a task or cope with a specific situation, and social support can help individuals establish and maintain this belief by providing encouragement, feedback, and role models (<xref ref-type="bibr" rid="ref17">Lin et al., 2024</xref>). Specifically, when individuals perceive support from others, they are more likely to believe in their own abilities, especially when facing challenges or difficulties. Social support can provide emotional comfort and practical assistance, thereby boosting their confidence and coping abilities (<xref ref-type="bibr" rid="ref15">Li et al., 2023</xref>). Furthermore, social support can help individuals develop positive self-evaluations through constructive feedback and recognition, further enhancing their self-efficacy (<xref ref-type="bibr" rid="ref13">Li and Liu, 2025</xref>).</p>
<p>Among Chinese college students, the gender-stratified regression analysis revealed that female students required higher levels of self-efficacy (0.850) compared to male students. This result may be related to gender roles and societal expectations. Additionally, women may face higher societal expectations and pressures in multiple roles, such as academics, careers, and family responsibilities, necessitating stronger self-efficacy to cope with these challenges. The higher demand for self-efficacy reflects the need for women to enhance their self-beliefs to build confidence and motivation when navigating complex social environments.</p>
</sec>
<sec id="sec22">
<label>4.3</label>
<title>Self-efficacy as a predictor of physical activity participation</title>
<p>In the context of physical activity participation, students with higher self-efficacy are more likely to engage actively in physical activities because they believe in their ability to complete tasks and cope with potential challenges. This belief can enhance their motivation, reduce fear of failure, and encourage them to try new sports or maintain existing exercise habits. Self-efficacy explains 21.8% of the variance, indicating that it is a significant predictor of Chinese college students&#x2019; participation in physical activity. Students with high self-efficacy are generally more confident and persistent, enabling them to maintain a positive attitude when facing difficulties, thereby increasing the likelihood of long-term participation in physical activities (<xref ref-type="bibr" rid="ref14">Li et al., 2022</xref>). Beyond promoting persistence, self-efficacy also facilitates goal-setting and behavior planning, both of which are essential for lasting physical activity engagement.</p>
<p>In the gender-stratified regression analysis, male students (0.471) required higher levels of self-efficacy. This result may be related to gender roles and societal expectations within Chinese culture. Traditionally, men are assigned more competitive and athletic roles in society, with higher societal expectations for their sports performance (<xref ref-type="bibr" rid="ref24">Santisteban et al., 2022</xref>). As a result, male students may need stronger self-efficacy to cope with competitive pressures and societal expectations when participating in physical activities. Furthermore, male students may be more inclined to choose competitive or high-intensity sports (e.g., basketball, soccer), which place higher demands on individuals&#x2019; physical abilities and psychological resilience (<xref ref-type="bibr" rid="ref7">Deaner et al., 2012</xref>). Therefore, male students require higher self-efficacy to believe in their ability to excel in these sports and perform well in competitive settings.</p>
</sec>
<sec id="sec23">
<label>4.4</label>
<title>Self-efficacy as a mediator between social support and physical activity participation</title>
<p>The study results show that the mediating effect of self-efficacy accounts for 59.6% of the total effect, while the direct effect accounts for 40.4%. The mediating effect of self-efficacy in the relationship between social support and college students&#x2019; participation in physical activity is significant (0.261&#x002A;&#x002A;). This finding indicates that social support not only directly influences physical activity participation but also indirectly promotes it by enhancing self-efficacy. This result aligns with numerous previous studies (<xref ref-type="bibr" rid="ref17">Lin et al., 2024</xref>). Among the Chinese college student population, the mediating effect of self-efficacy is particularly significant among female students. This may be attributed to their lower participation levels in physical activities compared to male students, the strong influence of physical and psychological factors on self-efficacy, and the significant role of perceived school support in social support. In contrast, the mediating effect is less pronounced among male students. Nevertheless, even though the effect is less significant, improving self-efficacy can still enhance their physical activity participation levels. Research has shown that self-efficacy is one of the most reliable factors in physical activity, and there is a close relationship between adolescents&#x2019; physical activity and their self-efficacy in sports (<xref ref-type="bibr" rid="ref90011">Gao et al., 2021</xref>). Self-efficacy has been found to play a positive role, especially for female students, as it can indirectly encourage more active participation in physical activities by facilitating progress in behavior change related to physical activity (<xref ref-type="bibr" rid="ref20">Ouyang et al., 2020</xref>).</p>
<p>This highlights the importance of developing Chinese college students&#x2019; self-efficacy in physical education, especially through supportive environments, positive reinforcement, and realistic goal setting. For female students in particular, establishing strong social support networks, providing psychological resources, and reducing barriers to participation can be especially beneficial. Ultimately, enhancing both social support and self-efficacy contributes not only to physical activity participation but also to broader physical and mental well-being.</p>
</sec>
</sec>
<sec sec-type="conclusions" id="sec24">
<label>5</label>
<title>Conclusion</title>
<p>The study identifies significant gender differences in physical activity participation among college students, with males (2.9&#x202F;&#x00B1;&#x202F;0.78) showing higher levels than females (2.68&#x202F;&#x00B1;&#x202F;0.653). For female students, social support enhances participation through the mediating role of self-efficacy. Thus, educational institutions should prioritize strategies that build self-efficacy&#x2014;such as peer encouragement and positive role models&#x2014;to motivate female students. Male students, who prefer competitive sports, also benefit from strong self-efficacy to manage competitive pressure and societal expectations. Institutions should offer appropriately challenging activities while supporting psychological resilience. In sum, gender-specific approaches are essential: enhancing self-efficacy and support for females and combining competitive opportunities with mental preparation for males. Such targeted efforts can effectively boost participation and foster a healthier campus culture.</p>
</sec>
<sec id="sec25">
<label>6</label>
<title>Limitations and future directions</title>
<p>Although this study revealed that self-efficacy mediates the relationship between social support and physical activity participation among college students, this mediating effect was only significant among female students. The analysis for male students was less conclusive, indicating potential gender differences in the psychological mechanisms underlying physical activity behavior.</p>
<p>Several other limitations should also be acknowledged. First, the cross-sectional design limits the ability to infer causal relationships between social support, self-efficacy, and physical activity participation. Future research employing longitudinal or experimental designs is necessary to validate the temporal sequence and causal pathways. Second, reliance on self-reported data may introduce recall bias or social desirability effects, potentially affecting measurement accuracy. Incorporating objective measures&#x2014;such as wearable fitness trackers or third-party assessments&#x2014;could enhance data validity. Third, the study sample was drawn from a single private university, which may limit the generalizability of the findings to students from other types of institutions or regions. Expanding the sample to include public universities and students from different socioeconomic or cultural backgrounds would improve external validity.</p>
<p>Future research should also consider disaggregating analyses by gender, academic year, and field of study to better understand subgroup differences. Additionally, qualitative methods&#x2014;such as interviews or focus groups&#x2014;may provide richer insights into students&#x2019; perceptions of social support and self-efficacy in the context of physical activity. Identifying specific support mechanisms and motivational barriers across diverse student populations will help inform more tailored and effective intervention strategies.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec26">
<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 sec-type="author-contributions" id="sec27">
<title>Author contributions</title>
<p>MN: Data curation, Formal analysis, Investigation, Methodology, Project administration, Writing &#x2013; original draft. MD: Data curation, Investigation, Methodology, Project administration, Resources, Supervision, Writing &#x2013; original draft. PS: Data curation, Investigation, Visualization, Writing &#x2013; review &#x0026; editing. YC: Conceptualization, Data curation, Resources, Writing &#x2013; review &#x0026; editing. NL: Conceptualization, Data curation, Formal analysis, Software, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec sec-type="funding-information" id="sec28">
<title>Funding</title>
<p>The author(s) declare that no financial support was received for the research and/or publication of this article.</p>
</sec>
<ack>
<p>We would like to thank all the college students and schools for their participation in this study.</p>
</ack>
<sec sec-type="COI-statement" id="sec29">
<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="ai-statement" id="sec30">
<title>Generative AI statement</title>
<p>The authors declare that no Gen AI was used in the creation of this manuscript.</p>
</sec>
<sec sec-type="disclaimer" id="sec31">
<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>
<ref-list>
<title>References</title>
<ref id="ref1"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Bandura</surname> <given-names>A.</given-names></name><collab id="coll1">National Inst of Mental Health</collab></person-group> (<year>1986</year>). <source>Social foundations of thought and action: A social cognitive theory</source>: <publisher-name>Prentice-Hall, Inc</publisher-name>. Englewood Cliffs, NJ.</citation></ref>
<ref id="ref2"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Brown</surname> <given-names>C. E.</given-names></name> <name><surname>Richardson</surname> <given-names>K.</given-names></name> <name><surname>Halil-Pizzirani</surname> <given-names>B.</given-names></name> <name><surname>Atkins</surname> <given-names>L.</given-names></name> <name><surname>Y&#x00FC;cel</surname> <given-names>M.</given-names></name> <name><surname>Segrave</surname> <given-names>R. A.</given-names></name></person-group> (<year>2024</year>). <article-title>Key influences on university students&#x2019; physical activity: a systematic review using the theoretical domains framework and the COM-B model of human behaviour</article-title>. <source>BMC Public Health</source> <volume>24</volume>:<fpage>418</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12889-023-17621-4</pub-id>, PMID: <pub-id pub-id-type="pmid">38336748</pub-id></citation></ref>
<ref id="ref3"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Carrete-Mar&#x00ED;n</surname> <given-names>N.</given-names></name></person-group> (<year>2024</year>). &#x201C;<article-title>Social and educational benefits of physical activity and sports</article-title>&#x201D; in <source>Physical activity and sport as social inclusion tool for refugees</source>. ed. <person-group person-group-type="editor"><name><surname>Carrete-Mar&#x00ED;n</surname> <given-names>N.</given-names></name></person-group> (<publisher-loc>Cham</publisher-loc>: <publisher-name>Springer</publisher-name>), <fpage>9</fpage>&#x2013;<lpage>20</lpage>.</citation></ref>
<ref id="ref4"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname> <given-names>Y.</given-names></name> <name><surname>Zhang</surname> <given-names>X.</given-names></name></person-group> (<year>2024</year>). <article-title>Gender differences in relation of gender role attitudes and happiness&#x2014;a mixed-methods research from China</article-title>. <source>Front. Psychol.</source> <volume>15</volume>:<fpage>1419942</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fpsyg.2024.1419942</pub-id>, PMID: <pub-id pub-id-type="pmid">39346500</pub-id></citation></ref>
<ref id="ref5"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cohen</surname> <given-names>S.</given-names></name> <name><surname>Wills</surname> <given-names>T. A.</given-names></name></person-group> (<year>1985</year>). <article-title>Stress, social support, and the buffering hypothesis</article-title>. <source>Psychol. Bull.</source> <volume>98</volume>, <fpage>310</fpage>&#x2013;<lpage>357</lpage>. doi: <pub-id pub-id-type="doi">10.1037/0033-2909.98.2.310</pub-id>, PMID: <pub-id pub-id-type="pmid">3901065</pub-id></citation></ref>
<ref id="ref6"><citation citation-type="other"><person-group person-group-type="author"><name><surname>Cutrona</surname> <given-names>C. E.</given-names></name> <name><surname>Russell</surname> <given-names>D. W.</given-names></name></person-group> (<year>1990</year>) <source>Type of social support and specific stress: Toward a theory of optimal matching. In B. R. Sarason, I. G. Sarason, &#x0026; G. R. Pierce (Eds.), Social support: An interactional view</source>, John Wiley &#x0026; Sons. <fpage>319</fpage>&#x2013;<lpage>366</lpage>.</citation></ref>
<ref id="ref7"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Deaner</surname> <given-names>R. O.</given-names></name> <name><surname>Geary</surname> <given-names>D. C.</given-names></name> <name><surname>Puts</surname> <given-names>D. A.</given-names></name> <name><surname>Ham</surname> <given-names>S. A.</given-names></name> <name><surname>Kruger</surname> <given-names>J.</given-names></name> <name><surname>Fles</surname> <given-names>E.</given-names></name> <etal/></person-group>. (<year>2012</year>). <article-title>A sex difference in the predisposition for physical competition: males play sports much more than females even in the contemporary US</article-title>. <source>PLoS One</source> <volume>7</volume>:<fpage>e49168</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0049168</pub-id>, PMID: <pub-id pub-id-type="pmid">23155459</pub-id></citation></ref>
<ref id="ref8"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ferreira</surname> <given-names>J. G.</given-names></name> <name><surname>Rodrigues</surname> <given-names>F.</given-names></name> <name><surname>Sobreiro</surname> <given-names>P.</given-names></name> <name><surname>Silva</surname> <given-names>M.</given-names></name> <name><surname>Santos</surname> <given-names>F. J.</given-names></name> <name><surname>Carvalho</surname> <given-names>G.</given-names></name> <etal/></person-group>. (<year>2024</year>). <article-title>Social support, network, and relationships among coaches in different sports: a systematic review</article-title>. <source>Front. Psychol.</source> <volume>15</volume>:<fpage>1301978</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fpsyg.2024.1301978</pub-id>, PMID: <pub-id pub-id-type="pmid">39380751</pub-id></citation></ref>
<ref id="ref90011"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gao</surname> <given-names>Z.</given-names></name> <name><surname>Lee</surname> <given-names>J. E.</given-names></name> <name><surname>Harrison</surname> <given-names>L.</given-names></name></person-group> (<year>2021</year>). <article-title>Understanding students&#x2019; motivation in physical education: A self-determination theory perspective</article-title>. <source>Journal of Teaching in Physical Education</source>, <volume>40</volume>:<fpage>30</fpage>&#x2013;<lpage>38</lpage>. doi: <pub-id pub-id-type="doi">10.1123/jtpe.2019-0085</pub-id>, PMID: <pub-id pub-id-type="pmid">39851445</pub-id></citation></ref>
<ref id="ref9"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Guerriero</surname> <given-names>M. A.</given-names></name> <name><surname>Dipace</surname> <given-names>A.</given-names></name> <name><surname>Monda</surname> <given-names>A.</given-names></name> <name><surname>De Maria</surname> <given-names>A.</given-names></name> <name><surname>Polito</surname> <given-names>R.</given-names></name> <name><surname>Messina</surname> <given-names>G.</given-names></name> <etal/></person-group>. (<year>2025</year>). <article-title>Relationship between sedentary lifestyle, physical activity and stress in university students and their life habits: a scoping review with PRISMA checklist (PRISMA-ScR)</article-title>. <source>Brain Sci.</source> <volume>15</volume>:<fpage>78</fpage>. doi: <pub-id pub-id-type="doi">10.3390/brainsci15010078</pub-id>, PMID: <pub-id pub-id-type="pmid">39851445</pub-id></citation></ref>
<ref id="ref9001"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hayes</surname> <given-names>A. F.</given-names></name></person-group> (<year>2013</year>). <article-title>Introduction to mediation, moderation, and conditional process analysis: A regression-based approach. The Guilford Press.</article-title>.</citation></ref>
<ref id="ref10"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Johansen</surname> <given-names>R.</given-names></name> <name><surname>Espetvedt</surname> <given-names>M. N.</given-names></name> <name><surname>Lyshol</surname> <given-names>H.</given-names></name> <name><surname>Clench-Aas</surname> <given-names>J.</given-names></name> <name><surname>Myklestad</surname> <given-names>I.</given-names></name></person-group> (<year>2021</year>). <article-title>Mental distress among young adults&#x2013;gender differences in the role of social support</article-title>. <source>BMC Public Health</source> <volume>21</volume>, <fpage>1</fpage>&#x2013;<lpage>14</lpage>. doi: <pub-id pub-id-type="doi">10.1186/s12889-021-12109-5</pub-id>, PMID: <pub-id pub-id-type="pmid">34819040</pub-id></citation></ref>
<ref id="ref11"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kowalski</surname> <given-names>K. C.</given-names></name> <name><surname>Crocker</surname> <given-names>P. R.</given-names></name> <name><surname>Donen</surname> <given-names>R. M.</given-names></name></person-group> (<year>2004</year>). <article-title>The physical activity questionnaire for older children (PAQ-C) and adolescents (PAQ-A) manual</article-title>. <source>Coll. Kinesiol. Univ. Saskat.</source> <volume>87</volume>, <fpage>1</fpage>&#x2013;<lpage>38</lpage>.</citation></ref>
<ref id="ref12"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lent</surname> <given-names>R. W.</given-names></name> <name><surname>Brown</surname> <given-names>S. D.</given-names></name> <name><surname>Larkin</surname> <given-names>K. C.</given-names></name></person-group> (<year>1986</year>). <article-title>Self-efficacy in the prediction of academic performance and perceived career options</article-title>. <source>J. Couns. Psychol.</source> <volume>33</volume>, <fpage>265</fpage>&#x2013;<lpage>269</lpage>. doi: <pub-id pub-id-type="doi">10.1037/0022-0167.33.3.265</pub-id></citation></ref>
<ref id="ref13"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>D.</given-names></name> <name><surname>Liu</surname> <given-names>W.</given-names></name></person-group> (<year>2025</year>). <article-title>The impact of emotional support on students&#x2019; social-emotional competence: the mediating role of achievement motivation and the moderating effect of self-efficacy</article-title>. <source>Curr. Psychol.</source> <volume>44</volume>, <fpage>2348</fpage>&#x2013;<lpage>2361</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s12144-025-07331-y</pub-id>, PMID: <pub-id pub-id-type="pmid">40478869</pub-id></citation></ref>
<ref id="ref14"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>X.</given-names></name> <name><surname>Liu</surname> <given-names>M.</given-names></name> <name><surname>Yu</surname> <given-names>H.</given-names></name> <name><surname>Zhang</surname> <given-names>Z.</given-names></name> <name><surname>He</surname> <given-names>Z.</given-names></name></person-group> (<year>2022</year>). <article-title>The influence of sports on proactive personality and academic achievement of college students: the role of self-efficacy</article-title>. <source>Front. Psychol.</source> <volume>13</volume>:<fpage>943347</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fpsyg.2022.943347</pub-id>, PMID: <pub-id pub-id-type="pmid">36118457</pub-id></citation></ref>
<ref id="ref15"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>N.</given-names></name> <name><surname>Yang</surname> <given-names>Y.</given-names></name> <name><surname>Zhao</surname> <given-names>X.</given-names></name> <name><surname>Li</surname> <given-names>Y.</given-names></name></person-group> (<year>2023</year>). <article-title>The relationship between achievement motivation and college students&#x2019; general self-efficacy: a moderated mediation model</article-title>. <source>Front. Psychol.</source> <volume>13</volume>:<fpage>1031912</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fpsyg.2022.1031912</pub-id>, PMID: <pub-id pub-id-type="pmid">36687868</pub-id></citation></ref>
<ref id="ref16"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liang</surname> <given-names>D. Q.</given-names></name></person-group> (<year>1994</year>). <article-title>Stress levels of college students and their relationship with physical exercise</article-title>. <source>Chin. Ment. Health J.</source> <volume>8</volume>, <fpage>5</fpage>&#x2013;<lpage>6</lpage>.</citation></ref>
<ref id="ref17"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lin</surname> <given-names>H.</given-names></name> <name><surname>Chen</surname> <given-names>H.</given-names></name> <name><surname>Liu</surname> <given-names>Q.</given-names></name> <name><surname>Xu</surname> <given-names>J.</given-names></name> <name><surname>Li</surname> <given-names>S.</given-names></name></person-group> (<year>2024</year>). <article-title>A meta-analysis of the relationship between social support and physical activity in adolescents: the mediating role of self-efficacy</article-title>. <source>Front. Psychol.</source> <volume>14</volume>:<fpage>1305425</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fpsyg.2023.1305425</pub-id>, PMID: <pub-id pub-id-type="pmid">38282843</pub-id></citation></ref>
<ref id="ref19"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mira</surname> <given-names>T.</given-names></name> <name><surname>Jacinto</surname> <given-names>M.</given-names></name> <name><surname>Costa</surname> <given-names>A. M.</given-names></name> <name><surname>Monteiro</surname> <given-names>D.</given-names></name> <name><surname>Diz</surname> <given-names>S.</given-names></name> <name><surname>Matos</surname> <given-names>R.</given-names></name> <etal/></person-group>. (<year>2023</year>). <article-title>Exploring the relationship between social support, resilience, and subjective well-being in athletes of adapted sport</article-title>. <source>Front. Psychol.</source> <volume>14</volume>:<fpage>1266654</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fpsyg.2023.1266654</pub-id>, PMID: <pub-id pub-id-type="pmid">38144980</pub-id></citation></ref>
<ref id="ref20"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ouyang</surname> <given-names>Y.</given-names></name> <name><surname>Wang</surname> <given-names>K.</given-names></name> <name><surname>Zhang</surname> <given-names>T.</given-names></name> <name><surname>Peng</surname> <given-names>L.</given-names></name> <name><surname>Song</surname> <given-names>G.</given-names></name> <name><surname>Luo</surname> <given-names>J.</given-names></name></person-group> (<year>2020</year>). <article-title>The influence of sports participation on body image, self-efficacy, and self-esteem in college students</article-title>. <source>Front. Psychol.</source> <volume>10</volume>:<fpage>3039</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fpsyg.2019.03039</pub-id>, PMID: <pub-id pub-id-type="pmid">32116869</pub-id></citation></ref>
<ref id="ref21"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>&#x00D6;zt&#x00FC;rk</surname> <given-names>Y.</given-names></name> <name><surname>K&#x00F6;se</surname> <given-names>T.</given-names></name> <name><surname>&#x00D6;zcan</surname> <given-names>K.</given-names></name></person-group> (<year>2021</year>). <article-title>Gender Differences in Sports Participation: A Multi-Level Analysis Spora Kat&#x0131;l&#x0131;mda Toplumsal Cinsiyet Farkl&#x0131;l&#x0131;klar&#x0131;: &#x00C7;ok D&#x00FC;zeyli Bir Analiz</article-title>. <source>Bogazici J.</source> <volume>35</volume>. doi: <pub-id pub-id-type="doi">10.21773/boun.35.2.3</pub-id></citation></ref>
<ref id="ref22"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pajares</surname> <given-names>F.</given-names></name></person-group> (<year>1996</year>). <article-title>Self-efficacy beliefs in academic settings</article-title>. <source>Rev. Educ. Res.</source> <volume>66</volume>, <fpage>543</fpage>&#x2013;<lpage>578</lpage>. doi: <pub-id pub-id-type="doi">10.3102/00346543066004543</pub-id></citation></ref>
<ref id="ref23"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pan</surname> <given-names>M.</given-names></name> <name><surname>Ying</surname> <given-names>B.</given-names></name> <name><surname>Lai</surname> <given-names>Y.</given-names></name> <name><surname>Kuan</surname> <given-names>G.</given-names></name></person-group> (<year>2022</year>). <article-title>Status and influencing factors of physical exercise among college students in China: a systematic review</article-title>. <source>Int. J. Environ. Res. Public Health</source> <volume>19</volume>:<fpage>13465</fpage>. doi: <pub-id pub-id-type="doi">10.3390/ijerph192013465</pub-id>, PMID: <pub-id pub-id-type="pmid">36294043</pub-id></citation></ref>
<ref id="ref24"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Santisteban</surname> <given-names>K. J.</given-names></name> <name><surname>Lovering</surname> <given-names>A. T.</given-names></name> <name><surname>Halliwill</surname> <given-names>J. R.</given-names></name> <name><surname>Minson</surname> <given-names>C. T.</given-names></name></person-group> (<year>2022</year>). <article-title>Sex differences in VO2max and the impact on endurance-exercise performance</article-title>. <source>Int. J. Environ. Res. Public Health</source> <volume>19</volume>:<fpage>4946</fpage>. doi: <pub-id pub-id-type="doi">10.3390/ijerph19094946</pub-id>, PMID: <pub-id pub-id-type="pmid">35564339</pub-id></citation></ref>
<ref id="ref25"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sarason</surname> <given-names>I. G.</given-names></name> <name><surname>Levine</surname> <given-names>H. M.</given-names></name> <name><surname>Basham</surname> <given-names>R. B.</given-names></name> <name><surname>Sarason</surname> <given-names>B. R.</given-names></name></person-group> (<year>1983</year>). <article-title>Assessing social support: the social support questionnaire</article-title>. <source>J. Pers. Soc. Psychol.</source> <volume>44</volume>:<fpage>127</fpage>. doi: <pub-id pub-id-type="doi">10.1037/0022-3514.44.1.127</pub-id></citation></ref>
<ref id="ref26"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Schmitke</surname> <given-names>O. M.</given-names></name></person-group> (<year>2024</year>). <source>Investigating the mediating effect of social support in team sport participation on adolescent mental health outcomes</source>: <publisher-name>Diss. University of South Carolina</publisher-name>.</citation></ref>
<ref id="ref27"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Strain</surname> <given-names>T.</given-names></name> <name><surname>Flaxman</surname> <given-names>S.</given-names></name> <name><surname>Guthold</surname> <given-names>R.</given-names></name> <name><surname>Semenova</surname> <given-names>E.</given-names></name> <name><surname>Cowan</surname> <given-names>M.</given-names></name> <name><surname>Riley</surname> <given-names>L. M.</given-names></name> <etal/></person-group>. (<year>2024</year>). <article-title>National, regional, and global trends in insufficient physical activity among adults from 2000 to 2022: a pooled analysis of 507 population-based surveys with 5&#x00B7; 7 million participants</article-title>. <source>Lancet Glob. Health</source> <volume>12</volume>, <fpage>e1232</fpage>&#x2013;<lpage>e1243</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S2214-109X(24)00150-5</pub-id>, PMID: <pub-id pub-id-type="pmid">38942042</pub-id></citation></ref>
<ref id="ref29"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sunderji</surname> <given-names>S.</given-names></name> <name><surname>Murray</surname> <given-names>R. M.</given-names></name> <name><surname>Sabiston</surname> <given-names>C. M.</given-names></name></person-group> (<year>2024</year>). <article-title>Gender differences in the implicit and explicit perceptions of sport</article-title>. <source>Sex Roles</source> <volume>90</volume>, <fpage>1188</fpage>&#x2013;<lpage>1199</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s11199-024-01499-6</pub-id></citation></ref>
<ref id="ref30"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Trajkovi&#x0107;</surname> <given-names>N.</given-names></name> <name><surname>Miti&#x0107;</surname> <given-names>P. M.</given-names></name> <name><surname>Bari&#x0107;</surname> <given-names>R.</given-names></name> <name><surname>Bogataj</surname> <given-names>&#x0160;.</given-names></name></person-group> (<year>2023</year>). <article-title>Effects of physical activity on psychological well-being</article-title>. <source>Front. Psychol.</source> <volume>14</volume>:<fpage>1121976</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fpsyg.2023.1121976</pub-id></citation></ref>
<ref id="ref31"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tung</surname> <given-names>W. C.</given-names></name> <name><surname>Gillett</surname> <given-names>P. A.</given-names></name> <name><surname>Pattillo</surname> <given-names>R. E.</given-names></name></person-group> (<year>2005</year>). <article-title>Applying the transtheoretical model to physical activity in family caregivers in Taiwan</article-title>. <source>Public Health Nurs.</source> <volume>22</volume>, <fpage>299</fpage>&#x2013;<lpage>310</lpage>. doi: <pub-id pub-id-type="doi">10.1111/j.0737-1209.2005.220405.x</pub-id>, PMID: <pub-id pub-id-type="pmid">16150011</pub-id></citation></ref>
<ref id="ref32"><citation citation-type="book"><person-group person-group-type="author"><collab id="coll2">World Health Organization [WHO]</collab></person-group> (<year>2010</year>). <source>Global recommendations on physical activity for health[EB/OL]</source>. <publisher-loc>Geneva</publisher-loc>: <publisher-name>WHO</publisher-name>.</citation></ref>
<ref id="ref33"><citation citation-type="book"><person-group person-group-type="author"><collab id="coll3">World Health Organization [WHO]</collab></person-group> (<year>2022</year>). <source>Global status report on physical activity 2022</source>. <publisher-loc>Geneva</publisher-loc>: <publisher-name>WHO</publisher-name>.</citation></ref>
<ref id="ref34"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname> <given-names>Y.</given-names></name> <name><surname>Hasibagen</surname></name> <name><surname>Zhang</surname> <given-names>C.</given-names></name></person-group> (<year>2022</year>). <article-title>The influence of social support on the physical exercise behavior of college students: the mediating role of self-efficacy</article-title>. <source>Front. Psychol.</source> <volume>13</volume>:<fpage>1037518</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fpsyg.2022.1037518</pub-id></citation></ref>
</ref-list>
</back>
</article>