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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Psychol.</journal-id>
<journal-title>Frontiers in Psychology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Psychol.</abbrev-journal-title>
<issn pub-type="epub">1664-1078</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpsyg.2021.658935</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 Physical Exercise and Subjective Well-Being in College Students: The Mediating Effect of Body Image and Self-Esteem</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Shang</surname>
<given-names>Yao</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<xref rid="c001" ref-type="corresp"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1140799/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Xie</surname>
<given-names>Hao-Dong</given-names>
</name>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yang</surname>
<given-names>Shi-Yong</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Faculty of Athletics and Swimming, Chengdu Sports University</institution>, <addr-line>Chengdu</addr-line>, <country>China</country>
</aff>
<aff id="aff2"><sup>2</sup><institution>Research Centre for Exercise Detoxification, College of Physical Education, Southwest University</institution>, <addr-line>Chongqing</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn id="fn1" fn-type="edited-by">
<p>Edited by: Sergio Machado, Salgado de Oliveira University, Brazil</p>
</fn>
<fn id="fn2" fn-type="edited-by">
<p>Reviewed by: Alvaro Sanchez-Lopez, Complutense University of Madrid, Spain; Anna Mulasso, University of Turin, Italy</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Yao Shang, <email>747378705@qq.com</email></corresp>
<fn id="fn3" fn-type="other">
<p>This article was submitted to Movement Science and Sport Psychology, a section of the journal Frontiers in Psychology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>28</day>
<month>05</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>12</volume>
<elocation-id>658935</elocation-id>
<history>
<date date-type="received">
<day>26</day>
<month>01</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>22</day>
<month>04</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2021 Shang, Xie and Yang.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Shang, Xie and Yang</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>
<p>This research examines the relationship between physical exercise and subjective well-being <italic>via</italic> the mediation of body image and self-esteem, thereby providing some suggestions on the improvement of subjective well-being in college students. A total of 671 college students from three universities of science and engineering in Sichuan, China voluntarily participated in the survey. Descriptive statistics, Pearson&#x2019;s product-moment correlation, and mediation model analysis were conducted using the SPSS statistics 19.0. The results showed that (1) the physical exercise level was positively and significantly correlated with the subjective well-being level in each dimension (<italic>R</italic> = 0.12&#x2013;0.64, <italic>p</italic> &#x003C; 0.01) (2) college students with the medium and high level of exercise have higher subjective well-being than those with the low level of exercise, and (3) body image and self-esteem played a complete mediation role between physical exercise and subjective well-being. The mediation analysis revealed two paths: first, the single mediating path <italic>via</italic> self-esteem [indirect effect = 0.087, 95% CI: (0.037, 0.141)] and second, the serial mediating path <italic>via</italic> body image and self-esteem [indirect effect = 0.038, 95% CI: (0.021, 0.158)]. Some practical implications have been discussed on the physical exercise intervention for promoting the subjective well-being level in college students.</p>
</abstract>
<kwd-group>
<kwd>physical exercise</kwd>
<kwd>subjective well-being</kwd>
<kwd>body image</kwd>
<kwd>self-esteem</kwd>
<kwd>college students</kwd>
</kwd-group>
<counts>
<fig-count count="1"/>
<table-count count="5"/>
<equation-count count="0"/>
<ref-count count="56"/>
<page-count count="9"/>
<word-count count="6734"/>
</counts>
</article-meta>
</front>
<body>
<sec id="sec1" sec-type="intro">
<title>Introduction</title>
<p>Physical exercise is a physical activity with a certain intensity, frequency, and duration to improve health (<xref ref-type="bibr" rid="ref28">Jiang et al., 2009</xref>). As an important means to promote mental health, people pay more and more attention to the role of physical exercise. So far, many researchers have conducted relevant research on the topics and confirmed the relationship between physical exercise and certain mental health indicators, such as emotion, personality, self-concept, and cognitive process (<xref ref-type="bibr" rid="ref36">Li et al., 2003</xref>; <xref ref-type="bibr" rid="ref54">Yin and Fu, 2004</xref>). Subjective well-being in the cognitive evaluation of people with their own life satisfaction according to their own standards is an important comprehensive psychological index to measure life quality, such as life satisfaction, positive emotions, or negative emotions (<xref ref-type="bibr" rid="ref47">Suh et al., 1998</xref>). With the development of positive psychology, people realize that improving subjective well-being is an important way to promote health development (<xref ref-type="bibr" rid="ref21">Gao et al., 2015</xref>). However, more recent studies showed that contemporary Chinese college students had a low level of subjective well-being (<xref ref-type="bibr" rid="ref50">Wang et al., 2017a</xref>). Accordingly, this research hopes to clarify the relationship between physical exercise and subjective well-being and to provide a reference for promoting the mental health of college students.</p>
<p>Exercise psychology has confirmed that subjective well-being in college students is closely related to their exercise persistence (<xref ref-type="bibr" rid="ref12">Diener, 2000</xref>). <xref ref-type="bibr" rid="ref10">Chen and Yu (2015)</xref> pointed out that physical exercise can make individuals obtain physical and mental satisfaction, improve their subjective evaluation of satisfaction with the quality of life, promote pleasant and optimistic positive emotions, and enhance overall assessment of the quality of life of individuals. Empirical research also proves that joyful, smooth, and peak emotional effects are experienced by participating in physical exercise that can directly improve the subjective well-being of participants (<xref ref-type="bibr" rid="ref8">Chen et al., 2013</xref>). Therefore, this study puts forward</p>
<disp-quote>
<p>Hypothesis H1: Physical exercise of college students is positively correlated with subjective well-being.</p>
</disp-quote>
<p>Body image refers to the image formed by an individual of his/her own body, which is the objective cognition and subjective evaluation of his/her own physical characteristics. It is composed of multiple dimensions, such as appearance, body shape, physical fitness, and health (<xref ref-type="bibr" rid="ref51">Wang et al., 2017b</xref>). The previous survey showed that owing to many years of exam-oriented education, cognition of physical and mental health of Chinese college students is on the surface, and good self-concept training is ignored. About 54% of college students are not very satisfied with their weight and physical fitness (<xref ref-type="bibr" rid="ref52">Wu and Zhang, 2003</xref>). Physical appearance has an important influence on first impressions, friendship, and other life issues (<xref ref-type="bibr" rid="ref5">Cash, 2004</xref>), which suggest that body image may have an important contribution to subjective well-being. The findings by <xref ref-type="bibr" rid="ref57">Zhang (2007)</xref> showed that among college students, physical self-perception is as important as academic self-perception for life satisfaction. At the same time, physical exercise has a good effect on the body image disorder of college students (<xref ref-type="bibr" rid="ref52">Wu and Zhang, 2003</xref>). Studies have shown that the body image of individuals who exercise regularly can be corrected (<xref ref-type="bibr" rid="ref24">Hausenblas and Fallon, 2006</xref>). Therefore, body image may be an important &#x201C;bridge&#x201D; for physical exercise to affect subjective happiness. Accordingly, this research proposes</p>
<disp-quote>
<p>Hypothesis H2: Body image plays a mediating role between physical exercise and the subjective well-being in college students.</p>
</disp-quote>
<p>Self-esteem is an emotional assessment of the positive or negative self-esteem of an individual and is an important factor predicting the implementation of healthy behaviors (<xref ref-type="bibr" rid="ref26">Hu, 2017</xref>). Previous studies have shown that self-esteem can reduce depression (<xref ref-type="bibr" rid="ref34">Li et al., 2015</xref>), improve interpersonal relationships (<xref ref-type="bibr" rid="ref42">Murray et al., 2000</xref>), and life satisfaction (<xref ref-type="bibr" rid="ref13">Diener, 2009</xref>). It shows that self-esteem is an important protective factor for individual well-being and one of the best indicators of subjective well-being. The research of <xref ref-type="bibr" rid="ref22">Guo (2019)</xref> also pointed out that self-esteem reflects self-confidence of individuals in their own abilities, importance, sense of value, and sense of success, reflected the evaluation of the self of an individual, and can well predict subjective well-being. Moreover, researchers have reached a consensus that physical exercise, whether it is extracurricular physical exercise (<xref ref-type="bibr" rid="ref53">Yan et al., 2019</xref>) or curricular activities (<xref ref-type="bibr" rid="ref59">Zhu et al., 2010</xref>), can effectively improve the self-esteem of students. Accordingly, this research proposes</p>
<disp-quote>
<p>Hypothesis H3: Self-esteem plays a mediating role between physical exercise and the subjective well-being of college students.</p>
</disp-quote>
<p>Many studies have shown that the body image of college students is closely related to their self-esteem. <xref ref-type="bibr" rid="ref3">Borges et al. (2010)</xref> pointed out that excessive attention of undergraduates to their body shape, coupled with the excessive publicity in media of their ideal body shape, will lead to the formation of low self-esteem. And a study (<xref ref-type="bibr" rid="ref43">Ouyang et al., 2019</xref>) on 1,000 college students found that a positive body image among college students can enhance self-esteem and form a stable sense of it. Accordingly, this research proposes</p>
<disp-quote>
<p>Hypothesis H4: Body image and self-esteem play a serial mediating role between physical exercise and subjective well-being of college students.</p>
</disp-quote>
<p>In summary, physical exercise has a good effect on improving the body image and self-esteem of college students; students with positive body image tend to experience subjective well-being, and self-esteem is an important protective factor for individual well-being; and body image among college students can enhance self-esteem. It can be seen that body image and self-esteem are likely to play a mediating role between physical exercise and the subjective well-being of college students. However, few researchers in previous studies have explored the relationship between physical exercise, body image, self-esteem, and subjective well-being.</p>
<p>Particularly, there is a lack of in-depth studies on the serial mediating mechanism of &#x201C;body image-self-esteem.&#x201D; Based on this, this study intends to use Chinese college students as subjects to observe the relationship between physical exercise and subjective well-being of college students, and also the mediating effect of body image and self-esteem (<xref rid="fig1" ref-type="fig">Figure 1</xref>), to provide theoretical bases for further explaining the relationship between physical exercise and subjective well-being and to provide ideas for the improvement of subjective well-being in college students.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Hypotheses model.</p>
</caption>
<graphic xlink:href="fpsyg-12-658935-g001.tif"/>
</fig>
</sec>
<sec id="sec2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="sec3">
<title>Participants</title>
<p>A sample of 688 undergraduate students from Sichuan in China was recruited in this study as participants by communicating with their counselors <italic>via</italic> email. The sample size is based on the rule of thumb. Each participant filled out the survey questionnaire online according to the instruction ahead of the scale and their counselor from December 12, 2019 to January 21, 2020. After completing the survey, the data preparation was carried out. Seventeen copies were incomplete or had missing data, which have been excluded. However, 671 copies were valid. The valid rate was 97.5%. For more information on the participants, refer to the sociodemographic information as listed in <xref rid="tab1" ref-type="table">Table 1</xref>.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Summary of the sociodemographic information of the respondents.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Category</th>
<th align="center" valign="top">
</th>
<th align="center" valign="top">Frequency</th>
<th align="center" valign="top">Percent</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" colspan="4">Gender</td>
</tr>
<tr>
<td align="left" valign="top" colspan="2">Female</td>
<td align="center" valign="top">150</td>
<td align="left" valign="top">22.4</td>
</tr>
<tr>
<td align="left" valign="top" colspan="2">Male</td>
<td align="center" valign="top">521</td>
<td align="left" valign="top">77.6</td>
</tr>
<tr>
<td align="left" valign="top" colspan="4">Origin</td>
</tr>
<tr>
<td align="left" valign="top" colspan="2">Rural</td>
<td align="center" valign="top">473</td>
<td align="left" valign="top">70.5</td>
</tr>
<tr>
<td align="left" valign="top" colspan="2">Urban</td>
<td align="center" valign="top">198</td>
<td align="left" valign="top">29.5</td>
</tr>
<tr>
<td align="left" valign="top" colspan="4">Education level</td>
</tr>
<tr>
<td align="left" valign="top" colspan="2">Freshman</td>
<td align="center" valign="top">435</td>
<td align="left" valign="top">64.8</td>
</tr>
<tr>
<td align="left" valign="top" colspan="2">Sophomore</td>
<td align="center" valign="top">185</td>
<td align="left" valign="top">27.6</td>
</tr>
<tr>
<td align="left" valign="top" colspan="2">Junior</td>
<td align="center" valign="top">51</td>
<td align="left" valign="top">7.6</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec4">
<title>Procedure</title>
<p>We began the data collection process by sending emails to 12 counselors from three universities of science and engineering in Sichuan, China. The email detailed the study objectives and the terms of participation (voluntary, anonymous, and confidential). It also included a link to an online platform that contained the measurement instruments items, the instructions for responding to them, and a declaration of informed consent, in accordance with the ethical principles of the Ethics Committee at the Chengdu Sports University and the Declaration of Helsinki. We asked the counselors to distribute the information in the email to the undergraduate students. Thus, the study included those students who, after accepting the above conditions, responded to the questions <italic>via</italic> the online platform, with no time limit.</p>
</sec>
<sec id="sec5">
<title>Instruments</title>
<sec id="sec6">
<title>The Personal Background Information</title>
<p>This component covers the basic background information on the gender, education level, and origin of the subject.</p>
</sec>
<sec id="sec7">
<title>Physical Activity Rating Scale</title>
<p>The physical activity rating scale (PARS-3) was introduced and revised by <xref ref-type="bibr" rid="ref37">Liang (1994)</xref> of Wuhan Sports University in China and was widely applied by researchers to measure the level of physical exercise (<xref ref-type="bibr" rid="ref40">Liu, 2020</xref>). The amount of physical exercise is investigated from three aspects: the intensity of physical exercise, the time of one exercise, and the frequency of one exercise. The level of physical exercise is measured by the amount of physical exercise (<xref ref-type="bibr" rid="ref7">Chen and Ji, 2006</xref>). A five-point Likert-type scale ranging from 1 to 5 was used. The following formula was used to obtain the total score: score of exercise intensity &#x00D7; (score of exercise time&#x2013;1) &#x00D7; score of exercise frequency. The standard for the exercise volume was as follows: small exercise volume was &#x2264;19 points; medium exercise volume was 20&#x2013;42 points; and large exercise volume was &#x2265;43 points. A study on 1,016 college students from China by <xref ref-type="bibr" rid="ref15">Ding et al. (2016)</xref> showed that its Cronbach&#x2019;s &#x03B1; coefficient was 0.856. This research showed that the Cronbach&#x2019;s &#x03B1; coefficient was 0.83 for PARS-3.</p>
</sec>
<sec id="sec8">
<title>General Well-Being Schedule</title>
<p>The general well-being schedule (GWB) was compiled by the National Center for Health Statistics of the United States and revised by <xref ref-type="bibr" rid="ref16">Duan (1996)</xref>, a Chinese researcher. The correlation between the single-item score and the total score of the modified scale was between 0.48 and 0.78, and the correlation between the subscale and the total scale was 0.56 and 0.88, and the test-retest consistency was 0.85 (<xref ref-type="bibr" rid="ref2">Bao et al., 2010</xref>). Referring to the previous explanations of the concept of subjective well-being (<xref ref-type="bibr" rid="ref47">Suh et al., 1998</xref>), this study selected nine items from three dimensions of GWB to measure subjective well-being of college students: satisfaction and interest in life, for example, &#x201C;Is your life happy, contented, or enjoyable?&#x201D;; melancholy or happy mood, for example, &#x201C;Do you feel depressed and melancholy?&#x201D;; and relaxation and tension, for example, &#x201C;How relaxed or tense do you feel?&#x201D; The total score of subjective well-being is the sum of the scores of nine items. The higher the score, the higher the subjective well-being level. The Cronbach&#x2019;s &#x03B1; coefficient for the overall GWB was 0.73 (satisfaction and interest in life = 0.68, melancholy or happy mood = 0.68, and relaxation and tension = 0.62).</p>
</sec>
<sec id="sec9">
<title>Multidimensional Body Self-Relations Questionnaire</title>
<p>Multidimensional body self-relations questionnaire (MBSRQ) was compiled by <xref ref-type="bibr" rid="ref6">Cash et al. (1990)</xref> and revised by <xref ref-type="bibr" rid="ref46">Song (2016)</xref>, a Chinese researcher. The internal consistency of each dimension of the modified scale is between 0.7 and 0.8; The verification results of the measurement model were <italic>&#x03C7;</italic><sup>2</sup>/<italic>DF</italic> = 1.20, and the values of the comparative fit index (CFI), incremental fit index (IFI), goodness-of-fit index (GFI), and root mean square error of approximation (RMSEA) were 0.908, 0.917, 0.935, and 0.059, respectively. It showed that the scale structure had good validity. In this study, a total of 15 items from three dimensions related to appearance were selected to measure the physical intention of college students: weight concern, for example, &#x201C;I am on a diet to lose weight&#x201D;; appearance adaptation, for example, &#x201C;I will specially organize my hair&#x201D;; and appearance evaluation, for example, &#x201C;I like my appearance.&#x201D; The five-point Likert-type scale from 5 (completely consistent) to 1 (completely inconsistent) was applied. The higher the score, the more positive the body image. The Cronbach&#x2019;s &#x03B1; coefficient was 0.86 for overall MBSRQ. For the subscales, the Cronbach&#x2019;s &#x03B1; coefficient was 0.81 for weight concern, 0.91 for appearance evaluation, and 0.91 for appearance adaptation, respectively.</p>
</sec>
<sec id="sec10">
<title>The Self-Esteem Scale</title>
<p>The self-esteem scale (SES) compiled by Rosenberg (<xref ref-type="bibr" rid="ref48">Tian, 2006</xref>) was used to test the level of self-esteem of the college students. It contains a total of 10 items, including two dimensions: self-affirmation, for example, &#x201C;I feel I have many good qualities&#x201D; and self-denial, for example, &#x201C;I am optimistic about myself.&#x201D; The four-point Likert-type scale from 4 (completely agree) to 1 (completely disagree) was used. The 3rd, 5th, 8th, 9th, and 10th items were reverse coded items. The total score of self-esteem was the sum of all 10 items. Chinese researchers <xref ref-type="bibr" rid="ref43">Ouyang et al. (2019)</xref> found that the internal consistency of the Cronbach &#x03B1; coefficients of each dimension of the scale was 0.78 and 0.74, respectively. The verification results of the measurement model were <italic>&#x03C7;</italic><sup>2</sup>/<italic>DF</italic> = 1.639, and the values of the adjusted goodness-of-fit index (AGFI), CFI, Tucker-Lewis index (TLI), incremental fit index (IFI), GFI, and root mean square error of approximation (RMSEA) were 0.943, 0.991, 0.980, 0.991, 0.979, and 0.051, respectively. It showed that the scale structure had good validity. This research showed that the Cronbach&#x2019;s &#x03B1; coefficient was 0.74 for overall SES. For the subscales, the Cronbach&#x2019;s &#x03B1; coefficient was 0.86 for self-affirmation, and 0.72 for self-denial, respectively.</p>
</sec>
<sec id="sec11">
<title>Statistical Analyses</title>
<p>Collected data were analyzed using the SPSS 19.0 (IBM Corp., Armonk, NY, United States) and the PROCESS 3.5 macro program developed by <xref ref-type="bibr" rid="ref25">Hayes (2013)</xref> from University of Calgary, Calgary, Alberta, Canada. First, according to the central limit theorem, data were considered approximately for normal distribution. Second, the internal consistency for each measure was checked by a reliability test using the Cronbach&#x2019;s &#x03B1; coefficient. Third, the Pearson&#x2019;s correlation analysis was conducted to examine the relationship between all variables. Fourth, the one-way ANOVA was used to test the difference in the subjective well-being of college students under different levels of physical exercise. Fifth, the regression analysis and process macro program were used for the mediation analysis. The significance level of all tests was set to <italic>&#x03B1;</italic> = 0.05.</p>
</sec>
</sec>
</sec>
<sec id="sec12" sec-type="results">
<title>Results</title>
<p>As shown in <xref rid="tab2" ref-type="table">Table 2</xref>, physical exercise, body image, and self-esteem were significantly associated with all dimensions of subjective well-being (<italic>R</italic> = 0.12&#x2013;0.64). Moreover, there was a significant correlation among physical exercise, body image, and self-esteem. The significant correlation between research variables provides a good foundation for subsequent research hypotheses and mediation testing.</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Descriptive statistics and the Pearson correlation coefficients across physical exercise, body image, self-esteem, and each dimension of subjective well-being in college students (<italic>N</italic> = 671).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Variable</th>
<th align="center" valign="top">PARS</th>
<th align="center" valign="top">MBSRQ</th>
<th align="center" valign="top">SES</th>
<th align="center" valign="top">GWB</th>
<th align="center" valign="top">SIL</th>
<th align="center" valign="top">MHM</th>
<th align="center" valign="top">RT</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">PARS</td>
<td align="center" valign="top">1</td>
<td align="left" valign="top">
</td>
<td align="left" valign="top">
</td>
<td align="left" valign="top">
</td>
<td align="left" valign="top">
</td>
<td align="left" valign="top">
</td>
<td align="left" valign="top">
</td>
</tr>
<tr>
<td align="left" valign="top">MBSRQ</td>
<td align="left" valign="top">0.22<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td align="center" valign="top">1</td>
<td align="left" valign="top">
</td>
<td align="left" valign="top">
</td>
<td align="left" valign="top">
</td>
<td align="left" valign="top">
</td>
<td align="left" valign="top">
</td>
</tr>
<tr>
<td align="left" valign="top">SES</td>
<td align="left" valign="top">0.20<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td align="left" valign="top">0.31<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td align="center" valign="top">1</td>
<td align="left" valign="top">
</td>
<td align="left" valign="top">
</td>
<td align="left" valign="top">
</td>
<td align="left" valign="top">
</td>
</tr>
<tr>
<td align="left" valign="top">GWB</td>
<td align="left" valign="top">0.15<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td align="left" valign="top">0.25<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td align="left" valign="top">0.64<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td align="center" valign="top">1</td>
<td align="left" valign="top">
</td>
<td align="left" valign="top">
</td>
<td align="left" valign="top">
</td>
</tr>
<tr>
<td align="left" valign="top">SIL</td>
<td align="left" valign="top">0.14<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td align="left" valign="top">0.23<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td align="left" valign="top">0.51<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td align="left" valign="top">0.55<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td align="center" valign="top">1</td>
<td align="left" valign="top">
</td>
<td align="left" valign="top">
</td>
</tr>
<tr>
<td align="left" valign="top">MHM</td>
<td align="left" valign="top">0.12<sup>&#x002A;&#x002A;</sup></td>
<td align="left" valign="top">0.20<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td align="left" valign="top">0.59<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td align="left" valign="top">0.91<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td align="left" valign="top">0.35<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td align="center" valign="top">1</td>
<td align="left" valign="top">
</td>
</tr>
<tr>
<td align="left" valign="top">RT</td>
<td align="left" valign="top">0.12<sup>&#x002A;&#x002A;</sup></td>
<td align="left" valign="top">0.19<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td align="left" valign="top">0.50<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td align="left" valign="top">0.91<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td align="left" valign="top">0.28<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td align="left" valign="top">0.76<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td align="center" valign="top">1</td>
</tr>
<tr>
<td align="left" valign="top">Mean</td>
<td align="left" valign="top">19.82</td>
<td align="left" valign="top">39.17</td>
<td align="left" valign="top">28.92</td>
<td align="left" valign="top">45.00</td>
<td align="left" valign="top">6.73</td>
<td align="left" valign="top">18.05</td>
<td align="left" valign="top">20.22</td>
</tr>
<tr>
<td align="left" valign="top">SD</td>
<td align="left" valign="top">21.87</td>
<td align="left" valign="top">10.75</td>
<td align="left" valign="top">3.92</td>
<td align="left" valign="top">7.40</td>
<td align="left" valign="top">1.94</td>
<td align="left" valign="top">3.26</td>
<td align="left" valign="top">3.63</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>PARS, physical exercise; MBSRQ, body image; SES, self-esteem; SIL, satisfaction and interest in life; MHM, melancholy or happy mood; RT, relaxation and tension.</p>
<p><sup>&#x002A;&#x002A;</sup><italic>p</italic> &#x003C; 0.01; <sup>&#x002A;&#x002A;&#x002A;</sup><italic>p</italic> &#x003C; 0.001.</p>
</table-wrap-foot>
</table-wrap>
<p>In order to more clearly observe the impact of levels of physical activity on subjective well-being, the one-way ANOVA was used to test the difference in the subjective well-being of college students in each exercise group. The study passed the &#x201C;single-factor homogeneity test&#x201D; and can use the one-way ANOVA (<italic>p</italic> &#x003E; 0.05). From the results shown in <xref rid="tab3" ref-type="table">Table 3</xref>, it was found that the mean values of subjective well-being and its three dimensions in the medium and large exercise groups were significantly greater than those in the small exercise group (<italic>p</italic> &#x003C; 0.01), and there was no significant difference in subjective well-being between large exercise volume group and medium exercise volume group (<italic>p</italic> &#x003E; 0.05).</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>The results of the variance analysis of the effect of physical exercise on the subjective well-being in college students.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Variable</th>
<th align="center" valign="top">SEV</th>
<th align="center" valign="top">MEV</th>
<th align="center" valign="top">LEV</th>
<th align="center" valign="top">
<italic>F</italic>
</th>
<th align="center" valign="top">
<italic>p</italic>
</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">GWB</td>
<td align="left" valign="top">44.06 &#x00B1; 7.30</td>
<td align="left" valign="top">46.66 &#x00B1; 6.88<xref rid="tfn1" ref-type="table-fn"><sup>&#x002A;&#x002A;</sup></xref>
</td>
<td align="left" valign="top">46.85 &#x00B1; 7.48<xref rid="tfn3" ref-type="table-fn"><sup>###</sup></xref>
</td>
<td align="left" valign="top">10.50</td>
<td align="left" valign="top">0.000</td>
</tr>
<tr>
<td align="left" valign="top">SIL</td>
<td align="left" valign="top">6.51 &#x00B1; 1.86</td>
<td align="left" valign="top">7.02 &#x00B1; 1.96<xref rid="tfn1" ref-type="table-fn"><sup>&#x002A;&#x002A;</sup></xref>
</td>
<td align="left" valign="top">7.24 &#x00B1; 2.11<xref rid="tfn3" ref-type="table-fn"><sup>###</sup></xref>
</td>
<td align="left" valign="top">8.24</td>
<td align="left" valign="top">0.000</td>
</tr>
<tr>
<td align="left" valign="top">MHM</td>
<td align="left" valign="top">17.71 &#x00B1; 3.37</td>
<td align="left" valign="top">18.72 &#x00B1; 2.85<xref rid="tfn1" ref-type="table-fn"><sup>&#x002A;&#x002A;</sup></xref>
</td>
<td align="left" valign="top">18.65 &#x00B1; 3.05<xref rid="tfn2" ref-type="table-fn"><sup>##</sup></xref>
</td>
<td align="left" valign="top">6.94</td>
<td align="left" valign="top">0.001</td>
</tr>
<tr>
<td align="left" valign="top">RT</td>
<td align="left" valign="top">19.84 &#x00B1; 3.72</td>
<td align="left" valign="top">20.92 &#x00B1; 3.27<xref rid="tfn1" ref-type="table-fn"><sup>&#x002A;&#x002A;</sup></xref>
</td>
<td align="left" valign="top">20.96 &#x00B1; 3.61<xref rid="tfn2" ref-type="table-fn"><sup>##</sup></xref>
</td>
<td align="left" valign="top">7.01</td>
<td align="left" valign="top">0.001</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn1">
<label>&#x002A;&#x002A;</label>
<p>SEV compared with MEV <italic>p</italic> &#x003C; 0.01.</p>
</fn>
<fn id="tfn2">
<label>##</label>
<p>SEV compared with LEV <italic>p</italic> &#x003C; 0.01.</p>
</fn>
<fn id="tfn3">
<label>###</label>
<p>SEV compared with LEV <italic>p</italic> &#x003C; 0.001.</p>
</fn>
<p>SEV, small exercise volume; MEV, medium exercise volume; LEV, large exercise volume; GWB, subjective well-being; SIL, satisfaction and interest in life; MHM, melancholy or happy mood; RT, relaxation and tension.</p>
</table-wrap-foot>
</table-wrap>
<p>As shown in <xref rid="tab4" ref-type="table">Table 4</xref>, first, with physical exercise as an independent variable, body image as a dependent variable, the regression coefficient of physical exercise was statistically significant (<italic>&#x03B2;</italic> = 0.22, <italic>p</italic> &#x003C; 0.001). Second, with physical exercise and body image as an independent variable, self-esteem as a dependent variable, both the regression coefficient of physical exercise (<italic>&#x03B2;</italic> = 0.14, <italic>p</italic> &#x003C; 0.001) and body image (<italic>&#x03B2;</italic> = 0.28, <italic>p</italic> &#x003C; 0.001) were statistically significant. Third, with physical exercise, body image, and self-esteem as the independent variable, subjective well-being and its various dimensions as the dependent variables, the regression coefficient of self-esteem was statistically significant (<italic>&#x03B2;</italic> = 0.63, <italic>p</italic> &#x003C; 0.001), both the regression coefficient of physical exercise and subjective well-being were not statistically significant (<italic>p</italic> &#x003E; 0.05).</p>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption>
<p>Regression analysis of physical exercise, body image, self-esteem, and subjective well-being in college students (<italic>N</italic> = 671).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="middle" rowspan="2">Outcome</th>
<th align="center" valign="top" colspan="6">Predictor(s)</th>
<th align="center" valign="middle" rowspan="2">
<italic>R</italic><sup>2</sup></th>
<th align="center" valign="top" colspan="2">Physical exercise</th>
<th align="center" valign="top" colspan="2">Body image</th>
<th align="center" valign="top" colspan="2">Self-esteem</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">
</td>
<td align="center" valign="top">
<italic>&#x03B2;</italic>
</td>
<td align="center" valign="top">
<italic>T</italic>
</td>
<td align="center" valign="top">
<italic>&#x03B2;</italic>
</td>
<td align="center" valign="top">
<italic>T</italic>
</td>
<td align="center" valign="top">
<italic>&#x03B2;</italic>
</td>
<td align="center" valign="top">
<italic>T</italic>
</td>
<td align="left" valign="top">
</td>
</tr>
<tr>
<td align="left" valign="top">Body image</td>
<td align="left" valign="top">0.22</td>
<td align="left" valign="top">5.75<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td align="left" valign="top">
</td>
<td align="left" valign="top">
</td>
<td align="left" valign="top">
</td>
<td align="left" valign="top">
</td>
<td align="left" valign="top">0.05</td>
</tr>
<tr>
<td align="left" valign="top">Self-esteem</td>
<td align="left" valign="top">0.14</td>
<td align="left" valign="top">3.73<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td align="left" valign="top">0.28</td>
<td align="left" valign="top">7.42<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td align="left" valign="top">
</td>
<td align="left" valign="top">
</td>
<td align="left" valign="top">0.11</td>
</tr>
<tr>
<td align="left" valign="top">GWB</td>
<td align="left" valign="top">0.02</td>
<td align="left" valign="top">0.51</td>
<td align="left" valign="top">0.05</td>
<td align="left" valign="top">1.58</td>
<td align="left" valign="top">0.63</td>
<td align="left" valign="top">19.90<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td align="left" valign="top">0.42</td>
</tr>
<tr>
<td align="left" valign="top">SIL</td>
<td align="left" valign="top">0.03</td>
<td align="left" valign="top">0.94</td>
<td align="left" valign="top">0.07</td>
<td align="left" valign="top">2.09<sup>&#x002A;</sup></td>
<td align="left" valign="top">0.48</td>
<td align="left" valign="top">13.61<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td align="left" valign="top">0.27</td>
</tr>
<tr>
<td align="left" valign="top">MHM</td>
<td align="left" valign="top">&#x2212;0.01</td>
<td align="left" valign="top">&#x2212;0.15</td>
<td align="left" valign="top">0.025</td>
<td align="left" valign="top">0.73</td>
<td align="left" valign="top">0.58</td>
<td align="left" valign="top">17.43<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td align="left" valign="top">0.35</td>
</tr>
<tr>
<td align="left" valign="top">RT</td>
<td align="left" valign="top">0.02</td>
<td align="left" valign="top">0.54</td>
<td align="left" valign="top">0.04</td>
<td align="left" valign="top">1.09</td>
<td align="left" valign="top">0.49</td>
<td align="left" valign="top">13.68<sup>&#x002A;&#x002A;&#x002A;</sup></td>
<td align="left" valign="top">0.25</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>GWB, subjective well-being; SIL, satisfaction and interest in life; MHM, melancholy or happy mood; RT, relaxation and tension.</p>
<p><sup>&#x002A;</sup><italic>p</italic> &#x003C; 0.05; <sup>&#x002A;&#x002A;&#x002A;</sup><italic>p</italic> &#x003C; 0.001.</p>
</table-wrap-foot>
</table-wrap>
<p>As shown in <xref rid="tab5" ref-type="table">Table 5</xref>, the PROCESS macro program was used for the mediation analysis, repeated sampling 5,000 times from the original data to calculate the 95% CI. If the 95% CI of the standardized path coefficient does not contain 0, it indicates that the mediating effect is significant. The direct effects of physical exercise on subjective well-being and its various dimensions all contain zero, indicating that physical exercise did not directly affect subjective well-being. From physical exercise through body image to subjective well-being, the mediating role of 95% CI was (&#x2212;0.003, 0.028), the interval contains 0, which indicated that the mediating effect was not significant. From physical exercise through self-esteem to subjective well-being, the mediating role of 95% CI was (0.038, 0.141); and from physical exercise through body image, self-esteem to subjective well-being, the serial mediating role of 95% CI was (0.022, 0.058). The above two intervals did not contain 0, which indicated that the mediating effects were significant.</p>
<table-wrap position="float" id="tab5">
<label>Table 5</label>
<caption>
<p>The path and effect decomposition table of physical exercise on subjective well-being.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Effect</th>
<th align="left" valign="top">Path relationship</th>
<th align="center" valign="top">Effect size</th>
<th align="center" valign="top">Bootstrap <italic>SE</italic>
</th>
<th align="center" valign="top">LLCI</th>
<th align="center" valign="top">ULCI</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Total effect</td>
<td align="left" valign="top">PARS&#x2192;GWB</td>
<td align="left" valign="top">0.151</td>
<td align="left" valign="top">0.038</td>
<td align="left" valign="top">0.076</td>
<td align="left" valign="top">0.226</td>
</tr>
<tr>
<td align="left" valign="top">
</td>
<td align="left" valign="top">PARS&#x2192;SIL</td>
<td align="left" valign="top">0.144</td>
<td align="left" valign="top">0.038</td>
<td align="left" valign="top">0.069</td>
<td align="left" valign="top">0.219</td>
</tr>
<tr>
<td align="left" valign="top">
</td>
<td align="left" valign="top">PARS&#x2192; Energy</td>
<td align="left" valign="top">0.169</td>
<td align="left" valign="top">0.038</td>
<td align="left" valign="top">0.094</td>
<td align="left" valign="top">0.244</td>
</tr>
<tr>
<td align="left" valign="top">
</td>
<td align="left" valign="top">PARS&#x2192;MHM</td>
<td align="left" valign="top">0.116</td>
<td align="left" valign="top">0.038</td>
<td align="left" valign="top">0.041</td>
<td align="left" valign="top">0.192</td>
</tr>
<tr>
<td align="left" valign="top">
</td>
<td align="left" valign="top">PARS&#x2192;RT</td>
<td align="left" valign="top">0.124</td>
<td align="left" valign="top">0.038</td>
<td align="left" valign="top">0.049</td>
<td align="left" valign="top">0.199</td>
</tr>
<tr>
<td align="left" valign="top">Direct effect</td>
<td align="left" valign="top">PARS&#x2192;GWB</td>
<td align="left" valign="top">0.016</td>
<td align="left" valign="top">0.031</td>
<td align="left" valign="top">&#x2212;0.044</td>
<td align="left" valign="top">0.076</td>
</tr>
<tr>
<td align="left" valign="top">
</td>
<td align="left" valign="top">PARS&#x2192;SIL</td>
<td align="left" valign="top">0.032</td>
<td align="left" valign="top">0.034</td>
<td align="left" valign="top">&#x2212;0.035</td>
<td align="left" valign="top">0.100</td>
</tr>
<tr>
<td align="left" valign="top">
</td>
<td align="left" valign="top">PARS&#x2192; Energy</td>
<td align="left" valign="top">0.038</td>
<td align="left" valign="top">0.032</td>
<td align="left" valign="top">&#x2212;0.025</td>
<td align="left" valign="top">0.101</td>
</tr>
<tr>
<td align="left" valign="top">
</td>
<td align="left" valign="top">PARS&#x2192;MHM</td>
<td align="left" valign="top">&#x2212;0.005</td>
<td align="left" valign="top">0.032</td>
<td align="left" valign="top">&#x2212;0.069</td>
<td align="left" valign="top">0.059</td>
</tr>
<tr>
<td align="left" valign="top">
</td>
<td align="left" valign="top">PARS&#x2192;RT</td>
<td align="left" valign="top">0.019</td>
<td align="left" valign="top">0.035</td>
<td align="left" valign="top">&#x2212;0.049</td>
<td align="left" valign="top">0.087</td>
</tr>
<tr>
<td align="left" valign="top">Indirect effect</td>
<td align="left" valign="top">PARS&#x2192;MBSRQ&#x2192;GWB</td>
<td align="left" valign="top">0.011</td>
<td align="left" valign="top">0.008</td>
<td align="left" valign="top">&#x2212;0.003</td>
<td align="left" valign="top">0.028</td>
</tr>
<tr>
<td align="left" valign="top">
</td>
<td align="left" valign="top">PARS&#x2192;SES&#x2192;GWB</td>
<td align="left" valign="top">0.087</td>
<td align="left" valign="top">0.026</td>
<td align="left" valign="top">0.037</td>
<td align="left" valign="top">0.141</td>
</tr>
<tr>
<td align="left" valign="top">
</td>
<td align="left" valign="top">PARS&#x2192;MBSRQ&#x2192;SES&#x2192;GWB</td>
<td align="left" valign="top">0.038</td>
<td align="left" valign="top">0.010</td>
<td align="left" valign="top">0.021</td>
<td align="left" valign="top">0.058</td>
</tr>
<tr>
<td align="left" valign="top">Indirect effect</td>
<td align="left" valign="top">PARS&#x2192;MBSRQ&#x2192;SIL</td>
<td align="left" valign="top">0.016</td>
<td align="left" valign="top">0.011</td>
<td align="left" valign="top">&#x2212;0.003</td>
<td align="left" valign="top">0.040</td>
</tr>
<tr>
<td align="left" valign="top">
</td>
<td align="left" valign="top">PARS&#x2192;SES&#x2192;SIL</td>
<td align="left" valign="top">0.067</td>
<td align="left" valign="top">0.020</td>
<td align="left" valign="top">0.029</td>
<td align="left" valign="top">0.107</td>
</tr>
<tr>
<td align="left" valign="top">
</td>
<td align="left" valign="top">PARS&#x2192;MBSRQ&#x2192;SES&#x2192;SIL</td>
<td align="left" valign="top">0.029</td>
<td align="left" valign="top">0.007</td>
<td align="left" valign="top">0.016</td>
<td align="left" valign="top">0.044</td>
</tr>
<tr>
<td align="left" valign="top">Indirect effect</td>
<td align="left" valign="top">PARS&#x2192;MBSRQ&#x2192;MHM</td>
<td align="left" valign="top">0.005</td>
<td align="left" valign="top">0.009</td>
<td align="left" valign="top">&#x2212;0.012</td>
<td align="left" valign="top">0.024</td>
</tr>
<tr>
<td align="left" valign="top">
</td>
<td align="left" valign="top">PARS&#x2192;SES&#x2192;MHM</td>
<td align="left" valign="top">0.081</td>
<td align="left" valign="top">0.024</td>
<td align="left" valign="top">0.035</td>
<td align="left" valign="top">0.129</td>
</tr>
<tr>
<td align="left" valign="top">
</td>
<td align="left" valign="top">PARS&#x2192;MBSRQ&#x2192;SES&#x2192;MHM</td>
<td align="left" valign="top">0.035</td>
<td align="left" valign="top">0.009</td>
<td align="left" valign="top">0.019</td>
<td align="left" valign="top">0.054</td>
</tr>
<tr>
<td align="left" valign="top">Indirect effect</td>
<td align="left" valign="top">PARS&#x2192;MBSRQ&#x2192;RT</td>
<td align="left" valign="top">0.008</td>
<td align="left" valign="top">0.010</td>
<td align="left" valign="top">&#x2212;0.009</td>
<td align="left" valign="top">0.029</td>
</tr>
<tr>
<td align="left" valign="top">
</td>
<td align="left" valign="top">PARS&#x2192;SES&#x2192;RT</td>
<td align="left" valign="top">0.068</td>
<td align="left" valign="top">0.021</td>
<td align="left" valign="top">0.027</td>
<td align="left" valign="top">0.109</td>
</tr>
<tr>
<td align="left" valign="top">
</td>
<td align="left" valign="top">PARS&#x2192;MBSRQ&#x2192;SES&#x2192;RT</td>
<td align="left" valign="top">0.029</td>
<td align="left" valign="top">0.008</td>
<td align="left" valign="top">0.016</td>
<td align="left" valign="top">0.045</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>PARS, physical exercise; MBSRQ, body image; SES, self-esteem; GWB, subjective well-being; SIL, satisfaction and interest in life; MHM, melancholy or happy mood; RT, relaxation and tension; LLCI, lower confidence interval (95%); ULCI, upper confidence interval (95%).</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec13" sec-type="discussions">
<title>Discussion</title>
<sec id="sec14">
<title>The Relationship Between Physical Exercise and Subjective Well-Being in College Students</title>
<p>This study assumes that physical exercise is positively correlated with the subjective well-being of college students. Data analysis also supports this hypothesis, which is consistent with <xref ref-type="bibr" rid="ref35">Li and Liu (2014)</xref>. Thus, hypothesis H1 is established. Besides, the study further concludes that physical exercise is positively correlated with all dimensions of the subjective well-being of college students. A previous study has shown that moderate and high-intensity aerobic exercise done three or more times a week contributes to reductions in negative emotions intervention (<xref ref-type="bibr" rid="ref40">Liu, 2020</xref>). <xref ref-type="bibr" rid="ref500">Xiao et al. (2017)</xref> showed that depression scores of students with small levels of exercise were significantly higher than those of middle and large levels of exercise, as indexed with the PARS-3. The research by <xref ref-type="bibr" rid="ref29">Jiang and Zhu (1997)</xref> also found that medium to heavy exercise can help college students produce better health effects. These also suggest that only when the amount of activity reaches a certain level then it can affect subjective well-being. This study found that the scores of subjective well-being and its dimensions of college students in the medium and large exercise groups were higher than those in the small exercise group. The result further supports the view that &#x201C;mid-to-high levels of exercise has a more positive effect on the subjective well-being of college students.&#x201D;</p>
</sec>
<sec id="sec15">
<title>The Role of Body Image Between Physical Exercise and Subjective Well-Being in College Students</title>
<p>A positive body image is related to lower psychological problems, such as depression and social avoidance (<xref ref-type="bibr" rid="ref20">Feng, 2005</xref>). Anxiety, depression, emotions, and interpersonal relationships are all important factors affecting subjective well-being (<xref ref-type="bibr" rid="ref9">Chen et al., 2015</xref>). Therefore, researchers often use body image as the antecedent variable of negative emotions (<xref ref-type="bibr" rid="ref30">Jing et al., 2016</xref>) and subjective well-being (<xref ref-type="bibr" rid="ref5">Cash, 2004</xref>). As <xref ref-type="bibr" rid="ref4">Borges et al. (2013)</xref> pointed out that the main predictors of happiness are appearance and physical satisfaction. Moreover, physical exercise can inhibit the formation of negative body image of college students. Furthermore, the <xref ref-type="bibr" rid="ref1">Asci (2002)</xref> survey found that physical exercise and body image are significantly related, and people who take long-term physical exercise have better body image than those who do not exercise. Thus, this study deduces that the body image can play a mediating role between physical exercise and the subjective well-being of college students. However, the results showed that the mediating role of body image does not hold. Thus, hypothesis H2 is rejected.</p>
</sec>
<sec id="sec16">
<title>The Role of Self-Esteem Between Physical Exercise and Subjective Well-Being in College Students</title>
<p>Self-esteem is an important indicator of mental health. In many studies investigating the psychological benefits of exercise, self-esteem was used as an important indicator to measure the psychological benefits after exercise (<xref ref-type="bibr" rid="ref19">Fang and Chen, 2016</xref>). Previous studies have shown that physical activity has many effects on the body and mind of an individual. Some related studies tend to believe that physical exercise has a certain positive effect on the self-esteem of people (<xref ref-type="bibr" rid="ref17">Edward et al., 1997</xref>; <xref ref-type="bibr" rid="ref58">Zhong et al., 2006</xref>; <xref ref-type="bibr" rid="ref44">Qasim et al., 2014</xref>). <xref ref-type="bibr" rid="ref55">Yu and Mao (2013)</xref> inferred that physical exercise might be an important factor affecting the development of self-esteem of students. A study (<xref ref-type="bibr" rid="ref18">Fang, 2008</xref>) on 939 college students found that as long as they insist on exercising, no matter what type of exercise they do, they will improve their self-esteem. Furthermore, self-esteem is one of the most reliable predictors of subjective well-being (<xref ref-type="bibr" rid="ref11">Diener, 1984</xref>; <xref ref-type="bibr" rid="ref14">Diener and Diener, 1995</xref>). It is not difficult to conclude that self-esteem plays a &#x201C;bridge&#x201D; role between physical exercise and subjective well-being through previous research. The effect of self-esteem on physical exercise and subjective well-being also has been studied. <xref ref-type="bibr" rid="ref7">Chen and Ji (2006)</xref> took high school students as the research object and found that physical exercise can not only directly affect the subjective well-being of high school students but also influence the subjective well-being of high school students through intermediary variables such as self-esteem, interpersonal relationship, and personality. This is consistent with the conclusion of this study. Hence, self-esteem plays an intermediary role between physical exercise in college students and subjective well-being. Thus, hypothesis H3 is established.</p>
</sec>
<sec id="sec17">
<title>The Role of Body Image and Self-Esteem Between Physical Exercise and Subjective Well-Being in College Students</title>
<p>Previous studies (<xref ref-type="bibr" rid="ref45">Shin and Paik, 2003</xref>; <xref ref-type="bibr" rid="ref31">Koronczai et al., 2013</xref>) affirmed the positive effect of body image on self-esteem, such as what <xref ref-type="bibr" rid="ref56">Zeng and Huang (2001)</xref> pointed out in a review of body image: physical attributes of the human body like appearance, physical fitness, and health status. It is through the self-integration of the body into the overall self-concept. At the same time, this view is also evaluative. It will have a lasting impact on the self-esteem and self-confidence of people based on their social reference. This study further investigated the intermediary role of body image and self-esteem between physical exercise and the subjective well-being of college students. The results show that body image and self-esteem play a serial mediating role between physical exercise and the subjective well-being of college students. Thus, hypothesis H4 is established. And this result is understandable, people who take long-term physical exercise have better body image than those who do not exercise (<xref ref-type="bibr" rid="ref1">Asci, 2002</xref>). It can be seen that physical exercise may contribute to the formation of positive body image of college students, and the positive cognition and evaluation of self-body may produce positive self-efficacy and high self-esteem (<xref ref-type="bibr" rid="ref23">Guo et al., 2017</xref>), and then may affect their cognitive well-being and emotion such as satisfaction and interest in life, melancholy or happy mood, and relaxation and tension.</p>
</sec>
<sec id="sec18">
<title>Implications</title>
<p>COVID-19, as a public health event with strong infectivity and fast spread, has caused a certain psychological burden to the public (<xref ref-type="bibr" rid="ref27">Huang and Zhao, 2020</xref>). As a special social group, college students have not yet fully matured physically and mentally and are in a period of the high incidence of psychological problems. In the major epidemic and other social life stress events, their mental health should be paid close attention to. This study clarified the relationship between physical exercise, body image, self-esteem, and subjective well-being in Chinese college students, providing ideas for the intervention of mental health of college students.</p>
<p>The determination of the relationship between physical exercise and subjective well-being suggests that we should cultivate long-term awareness of physical exercise in college students and encourage them to exercise at a medium to a high level every week.</p>
<p>
<xref ref-type="bibr" rid="ref32">Kou (2017)</xref> believed that perspective-taking has the function of reducing negative body image in adolescent individuals. And some researchers suggested that group counseling can effectively improve the self-esteem of individuals (<xref ref-type="bibr" rid="ref38">Lin and Hong, 2020</xref>). The support for a serial mediation role of body image and self-esteem between physical exercise and subjective well-being provides new ideas for the intervention of mental health of college students. Teachers can try to improve the efficiency of the intervention of subjective well-being of college students through the cultivation of long-term physical exercise awareness, the ability of perspective-taking, and the comprehensive use of group counseling methods.</p>
</sec>
<sec id="sec19">
<title>Limitations and Future Research Directions</title>
<p>This study clarified the relationship between physical exercise, body image, self-esteem, and subjective well-being in Chinese college students, which had theoretical and practical implications. However, this study also has some limitations (1) owing to the use of cross-sectional studies, it was impossible to infer the causal relationship between variables. In the future, follow-up design and experimental studies can be used to test (2) Since the three universities selected in this study are all science and engineering universities, there are far more male college students than females in the sample obtained, so it failed to examine the influence of gender variables in the research variables. Future research should consider gender factors to make reasonable suggestions for college students of different genders.</p>
</sec>
</sec>
<sec id="sec20" sec-type="conclusions">
<title>Conclusion</title>
<p>The present study is unique in examining the relationship between physical exercise, body image, self-esteem, and subjective well-being in a sample of Chinese college students. This study finds that students with the medium and high level of physical exercise have a higher score of subjective well-being than those with the low-level exercise. Self-esteem is established as mediators of physical exercise and subjective well-being, and the combination of body image and self-esteem is also established as a serial intermediary role between physical exercise and subjective well-being in college students. The confirmation of the path related to physical exercise and subjective well-being provides evidence for clarifying the relationship between physical exercise and subjective well-being. It provides a reference for the intervention of mental health of college students.</p>
</sec>
<sec id="sec21">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="sec25">Supplementary Material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="sec22">
<title>Ethics Statement</title>
<p>The studies involving human participants were reviewed and approved by the Ethics Committee at the Chengdu Sports University. The patients/participants provided their written informed consent to participate in this study.</p>
</sec>
<sec id="sec23">
<title>Author Contributions</title>
<p>YS, S-YY, and H-DX: conceptualization, analysis, and writing&#x2014;original draft preparation. YS and H-DX: methodology and software. YS and S-YY: resources and data curation. YS: writing&#x2014;review and editing. All authors contributed to the article and approved the submitted version.</p>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
</sec>
</body>
<back>
<sec id="sec25" sec-type="supplementary-material">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fpsyg.2021.658935/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fpsyg.2021.658935/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.XLSX" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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