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<front>
<journal-meta>
<journal-id journal-id-type="pmc">IJMHP</journal-id>
<journal-id journal-id-type="nlm-ta">IJMHP</journal-id>
<journal-id journal-id-type="publisher-id">IJMHP</journal-id>
<journal-title-group>
<journal-title>International Journal of Mental Health Promotion</journal-title>
</journal-title-group>
<issn pub-type="epub">2049-8543</issn>
<issn pub-type="ppub">1462-3730</issn>
<publisher>
<publisher-name>Tech Science Press</publisher-name>
<publisher-loc>USA</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">55568</article-id>
<article-id pub-id-type="doi">10.32604/ijmhp.2024.055568</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Article</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Associations between Physical Activity, Depression, Self-Esteem, and Suicide Ideation in Adolescents</article-title><alt-title alt-title-type="left-running-head">Associations between Physical Activity, Depression, Self-Esteem, and Suicide Ideation in Adolescents</alt-title><alt-title alt-title-type="right-running-head">Associations between Physical Activity, Depression, Self-Esteem, and Suicide Ideation in Adolescents</alt-title>
</title-group>
<contrib-group>
<contrib id="author-1" contrib-type="author">
<name name-style="western"><surname>An</surname><given-names>Dojin</given-names></name>
<xref ref-type="aff" rid="aff-1">1</xref>
</contrib>
<contrib id="author-2" contrib-type="author">
<name name-style="western"><surname>Thuan</surname><given-names>Nguyen Hoang Minh</given-names></name>
<xref ref-type="aff" rid="aff-2">2</xref>
</contrib>
<contrib id="author-3" contrib-type="author" corresp="yes">
<name name-style="western"><surname>Kim</surname><given-names>Youngho</given-names></name>
<xref ref-type="aff" rid="aff-1">1</xref><email>yk01@seoultech.ac.kr</email>
</contrib>
<aff id="aff-1"><label>1</label><institution>Department of Sport Science, Seoul National University of Science and Technology</institution>, <addr-line>Seoul, 01811</addr-line>, <country>Republic of Korea</country></aff>
<aff id="aff-2"><label>2</label><institution>Department of Sports Management, Ho Chi Minh City University of Physical Education and Sport</institution>, <addr-line>Ho Chi Minh City, 749000</addr-line>, <country>Vietnam</country></aff>
</contrib-group><author-notes><corresp id="cor1"><label>&#x002A;</label>Corresponding Author: Youngho Kim. Email: <email>yk01@seoultech.ac.kr</email></corresp></author-notes>
<pub-date date-type="collection" publication-format="electronic">
<year>2024</year></pub-date>
<pub-date date-type="pub" publication-format="electronic"><day>31</day><month>10</month><year>2024</year></pub-date>
<volume>26</volume>
<issue>10</issue>
<fpage>847</fpage>
<lpage>853</lpage>
<history>
<date date-type="received"><day>01</day><month>7</month><year>2024</year></date>
<date date-type="accepted"><day>11</day><month>10</month><year>2024</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2024 The Authors.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Published by Tech Science Press.</copyright-holder>
<license xlink:href="https://creativecommons.org/licenses/by/4.0/">
<license-p>This work is licensed under a <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution 4.0 International License</ext-link>, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
</license>
</permissions>
<self-uri content-type="pdf" xlink:href="TSP_IJMHP_55568.pdf"></self-uri>
<abstract>
<sec>
<title>Background</title>
<p>In contemporary society, it has been widely witnessed that a surprising number of adolescents suffer emotional and mental health problems, and such turmoil is very often carried over into adulthood with serious implications for adjustment during the post-adolescent years. The purpose of the current study is to investigate the associations of physical activity with self-esteem, depression, and suicidal ideation. In addition, this study examined whether self-esteem and depression mediate the relationship between physical activity and suicide ideation in adolescents.</p></sec>
<sec>
<title>Methods</title>
<p>The study participants were 946 (male: 527, female: 419) who attended junior high and high schools in Seoul, Korea. The self-esteem scale, leisure time physical activity scale, the self-rating depression scale, and the suicide ideation scale were used to identify adolescents&#x2019; mental health and physical activity. Descriptive analysis, correlation analysis, and Structural Equation Modeling were conducted to test the study hypothesis.</p></sec>
<sec>
<title>Results</title>
<p>Results indicated that physical activity was significantly correlated with depression, self-esteem, and suicide ideation. Based on each variable&#x2019;s correlations, the finding revealed that physical activity was significantly associated with self-esteem, depression, and suicide ideation. In addition, depression and self-esteem had significant mediating effects on the relationship between physical activity and suicide ideation.</p></sec>
<sec>
<title>Conclusion</title>
<p>The study suggests that the suicide prevention intervention should incorporate physical activity involvement with self-esteem and depression to strengthen the protective combined effect of the intervention on suicide ideation and suicide attempts.</p></sec>
</abstract>
<kwd-group kwd-group-type="author">
<kwd>Physical activity</kwd>
<kwd>depression</kwd>
<kwd>self-esteem</kwd>
<kwd>suicide ideation</kwd>
<kwd>adolescents</kwd>
</kwd-group>
<funding-group>
<award-group id="awg1">
<funding-source>Seoul National University of Science and Technology</funding-source>
</award-group>
</funding-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Adolescence has been generally defined as a stage integrating biological development, enhancement of socialization, and psychological skills. This synergic transition is important for health-related behaviors and health states in adolescents [<xref ref-type="bibr" rid="ref-1">1</xref>&#x2013;<xref ref-type="bibr" rid="ref-3">3</xref>].</p>
<p>Mental health (MH) is a significant health issue for adolescents [<xref ref-type="bibr" rid="ref-4">4</xref>,<xref ref-type="bibr" rid="ref-5">5</xref>]. MH is divided into two psychological states: positive (i.e., self-esteem and self-concept, etc.) and negative (i.e., depression, anxiety, and suicidal ideation, etc.) [<xref ref-type="bibr" rid="ref-6">6</xref>&#x2013;<xref ref-type="bibr" rid="ref-8">8</xref>].</p>
<p>Recently, it has been broadly witnessed that many adolescents are suffering from MH problems [<xref ref-type="bibr" rid="ref-9">9</xref>]. Especially, during COVID-19, a large number of studies have indicated that many adolescents reported higher levels of depression and even suicidal ideation due to family isolation and school closures [<xref ref-type="bibr" rid="ref-10">10</xref>&#x2013;<xref ref-type="bibr" rid="ref-12">12</xref>]. More seriously, the prevalence of depression and its caused suicide attempts are continuously increasing in the post-COVID-19 [<xref ref-type="bibr" rid="ref-13">13</xref>].</p>
<p>At this point, it has been paid concerted attention to focus on MH and its treatment practices with adolescents in developed countries in developed countries [<xref ref-type="bibr" rid="ref-5">5</xref>]. Furthermore, the current research has been directed toward theoretically based and empirically supported MH care that aimed at identifying the relation to physical activity (PA) in adolescents [<xref ref-type="bibr" rid="ref-14">14</xref>].</p>
<p>PA is one of the health-promoting behaviors and regular PA is significant in preventing negative MH problems [<xref ref-type="bibr" rid="ref-15">15</xref>,<xref ref-type="bibr" rid="ref-16">16</xref>]. It is well documented that regular PA can help promote physical and psychological health for adolescents [<xref ref-type="bibr" rid="ref-17">17</xref>]. Physical activity and mental health are theoretically and empirically associated [<xref ref-type="bibr" rid="ref-18">18</xref>&#x2013;<xref ref-type="bibr" rid="ref-19">19</xref>]. For example, some studies indicated that a lack of PA is significantly associated with high levels of anxiety, and suicide ideation in adolescents [<xref ref-type="bibr" rid="ref-13">13</xref>,<xref ref-type="bibr" rid="ref-18">18</xref>]. Moreover, other studies reported that regular PA is positively effective in enhancing self-esteem and self-concept [<xref ref-type="bibr" rid="ref-14">14</xref>,<xref ref-type="bibr" rid="ref-19">19</xref>].</p>
<p>A large volume of studies has reported that engaging in PA positively changes negative MH and that PA is a significant predictor to explain depression and suicidal ideation [<xref ref-type="bibr" rid="ref-13">13</xref>,<xref ref-type="bibr" rid="ref-20">20</xref>]. However, some studies indicated that there are no substantial relationships between PA and suicidal ideation [<xref ref-type="bibr" rid="ref-21">21</xref>] as well as suicidal attempts [<xref ref-type="bibr" rid="ref-22">22</xref>]. With such mixed findings, Lester and colleagues argued that the association between PA and suicide ideation could be mediated by further MH variables [<xref ref-type="bibr" rid="ref-23">23</xref>].</p>
<p>If it has been widely agreed that PA is significant in reducing depression and increasing self-esteem, it can be assumed that depression and self-esteem mediate the association between PA and suicide ideation. Some studies have investigated a mediating effect of self-esteem and depression between physical activity and suicide ideation [<xref ref-type="bibr" rid="ref-24">24</xref>,<xref ref-type="bibr" rid="ref-25">25</xref>]. Yu and colleagues indicated that depression and self-esteem have a significant mediating effect in explaining the relationship between PA and suicidal ideation [<xref ref-type="bibr" rid="ref-26">26</xref>]. Additionally, Xiong and the colleagues revealed that PA is significant in reducing depressive symptoms and modulating depression via the mediation of self-esteem [<xref ref-type="bibr" rid="ref-27">27</xref>].</p>
<p>According to these studies, physical activity is directly associated with depression, self-esteem, and suicide ideation, and self-esteem and depression are significant mediators of the relationship between PA and suicide ideation. However, there is limited research that has been carried out to investigate the association between PA, depression, self-esteem, and suicide ideation in Korean adolescents. Most of the previous studies have been conducted in Western countries, while such research is lacking in Korea, where adolescents&#x2019; MH promotion through PA participation has been recently paid much attention. Hence, the current study investigated the associations of PA with self-esteem, depression, and suicidal ideation. In addition, this study examined whether self-esteem and depression mediate the link between PA and suicide ideation in adolescents. <xref ref-type="fig" rid="fig-1">Fig. 1</xref> is the hypothesized model set in this study, and the research hypotheses were set as follows:</p>
<fig id="fig-1">
<label>Figure 1</label>
<caption>
<title>Hypothesized model for explaining the relationship between physical activity, depression, self-esteem, and suicide ideation in adolescents.</title></caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="IntJMentHealthPromot-26-55568-f001.tif"/>
</fig>
<p>Hypothesis 1. PA will be significantly related to self-esteem, depression, and suicide ideation.</p>
<p>Hypothesis 2. Self-esteem and depression will significantly mediate the relationship between PA and suicide ideation.</p>
</sec>
<sec id="s2">
<title>Materials and Methods</title>
<sec id="s2_1">
<title>Study participant</title>
<p>A total of 946 adolescents (male: 527, female: 419) aged from 14&#x2013;19 years old (Mage &#x003D; 15.78, SD &#x003D; 2.53) voluntarily participated in this study. In the initial stage of the study, permission from the principal and parents was given. Then, the objectives and procedures of the study were provided through newsletters and the student bulletin board in schools. Through these processes, 998 adolescents completed the survey form. Of these, 52 adolescents were excluded because they did not properly respond. All remaining 946 participants provide their informed consent in compliance with the approval of the Institute of Review Board of Seoul National University of Science and Technology.</p>
</sec>
<sec id="s2_2">
<title>Measures</title>
<p>The self-esteem scale, developed by Rosenberg [<xref ref-type="bibr" rid="ref-28">28</xref>], was used in the study. This measure consists of two high-ordered sub-factors with 10 items (positive self-esteem and negative self-esteem with 5 items each). The participants were asked to indicate on a 5-point Likert scale from &#x201C;not at all&#x201D; (1) to &#x201C;very much so&#x201D; (5), a two-week test-retest reliability was 0.83.</p>
<p>The leisure time physical activity scale (LTEQ), originally developed by Godin et al. [<xref ref-type="bibr" rid="ref-29">29</xref>], was applied in the study to evaluate participants&#x2019; habitual weekly PA. Participants were asked to report how many times they engaged in high-intensity (i.e., running and strenuous cycling, etc.), moderate (i.e., fast walking and easy swimming, etc.), and mild (i.e., yoga and golf, etc.) PA for more than 15 min during a typical week. The score was calculated by multiplying each activity session using the following equation. A two-week test-rest reliability was 0.86.</p>
<p>Metabolic equivalent (MET) &#x003D; [high intensityx9] &#x002B; [Moderatex5] &#x002B; [Mildx3]).</p>
<p>&#x002A;MET stands for the metabolic equivalent of task. One MET is the amount of energy used while sitting quietly. Physical activity may be rated using METs to indicate their intensity. For example, reading may use about 1.3 METs while running may use 8&#x2013;9 METs</p>
<p>The depression scale (SDS), originally developed by Zung [<xref ref-type="bibr" rid="ref-30">30</xref>], was applied to measure adolescents&#x2019; depression. The measure consists of two high-ordered sub-factors with 20 items (positive and negative with 10 items each). The participants responded with a 5-point Likert scale ranging from &#x201C;not at all&#x201D; (1) to &#x201C;repeatedly&#x201D; (5) for statements such as &#x201C;I feel best in the morning when I am in the best mood of the day,&#x201D; (positive) or &#x201C;I suddenly burst into tears or feel like crying for a long time,&#x201D; (negative). A two-week test-retest reliability was 0.79.</p>
<p>The suicide ideation scale (SIS) developed by Harlow et al. [<xref ref-type="bibr" rid="ref-31">31</xref>] was applied to measure suicidal ideation in Korean adolescents. This measure consists of 5 questions with a 5-point Likert scale from &#x201C;not at all&#x201D; (1) to &#x201C;repeatedly&#x201D; (5) for statements such as &#x201C;I have ever had thoughts about suicide&#x201D;. The scale asks respondents to rate the frequency of suicidal thoughts and considerations of dying, predictions of future suicidal behavior, experiences of telling others they would kill themselves, and experiences of suicidal prayers. Higher total scores are associated with higher levels of suicidal ideation. A two-week test-retest reliability was 0.89.</p>
</sec>
<sec id="s2_3">
<title>Data analysis</title>
<p>The collected data were analyzed by using the SPSS 28. First, descriptive statistics were conducted to summarize the study variables of the participants. Second, a bivariate correlation analysis was conducted to evaluate the degree of relationship between all study variables. Third, Structural Equation Modeling (SEM) was conducted to identify the influences of PA, self-esteem, and depression on suicide ideation. Additionally, SEM was applied to examine the mediating effect of self-esteem and depression in predicting the relationship between PA and suicide ideation. To establish the model fit of the proposed model, some global indexes were applied: a &#x03C7;2/df ratio less than 3, a relative fit index (RFI), a comparative fit index (CFI), the adjusted goodness of fit index (AGFI) values greater than 0.90, and the root mean square error of approximation (RMSEA) values less than 0.05 [<xref ref-type="bibr" rid="ref-32">32</xref>,<xref ref-type="bibr" rid="ref-33">33</xref>]. All statistical significance was tested at &#x03B1; &#x003D; 0.05.</p>
</sec>
</sec>
<sec id="s3">
<title>Results</title>
<sec id="s3_1">
<title>Descriptive analysis</title>
<p><xref ref-type="table" rid="table-1">Table 1</xref> shows the descriptive statistics (i.e., Mean, Standard Deviation, and Percentage) for the study variables of the participants. According to <xref ref-type="table" rid="table-1">Table 1</xref>. The PA (Mean score of METs) of the study participants was 9.66, adding up mild PA (5.63), moderate (8.09), and vigorous (12.72). In addition, for MH, the mean with SD of self-esteem was 3.04 &#x00B1; 0.47 67.9% of the study participants experienced depression and 21.7% had suicide ideation.</p>
<table-wrap id="table-1"><label>Table 1</label>
<caption>
<title>The study variables of the participants</title></caption>
<table><colgroup>
<col/>
<col/>
<col/>
<col/>
<col/>
</colgroup>
<thead>
<tr>
<th>Variables</th>
<th></th>
<th>M &#x00B1; SD</th>
<th>Case (n)</th>
<th>Percent (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td rowspan="4">Physical activity (METs)</td>
<td>Total physical activity</td>
<td>9.66 &#x00B1; 9.05</td>
<td rowspan="4"></td>
<td rowspan="4"></td>
</tr>
<tr>
<td>Mild physical activity</td>
<td>5.63 &#x00B1; 5.24</td>
</tr>
<tr>
<td>Moderate physical activity</td>
<td>8.09 &#x00B1; 8.25</td>
</tr>
<tr>
<td>Vigorous physical activity</td>
<td>12.72 &#x00B1; 9.24</td>
</tr>
<tr>
<td>Self-esteem</td>
<td></td>
<td>3.04 &#x00B1; 0.47</td>
<td></td>
<td></td>
</tr>
<tr>
<td rowspan="2">Depression</td>
<td>Experienced</td>
<td></td>
<td>642</td>
<td>67.9</td>
</tr>
<tr>
<td>Never experienced</td>
<td></td>
<td>304</td>
<td>32.1</td>
</tr>
<tr>
<td rowspan="2">Suicide ideation</td>
<td>Experienced</td>
<td></td>
<td>205</td>
<td>21.7</td>
</tr>
<tr>
<td>Never experienced</td>
<td></td>
<td>741</td>
<td>78.3</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="table-1fn1" fn-type="other">
<p>Note: METs &#x003D; [Strenuousx9] &#x002B; [Moderatex5] &#x002B; [Mildx3]). Cut-off point: Never experienced: not at all (1); Experienced: Seldom (2), Occasionally (3), Often (4) and Repeatedly (5).</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_2">
<title>Correlation analysis</title>
<p><xref ref-type="table" rid="table-2">Table 2</xref> presents the bivariate correlation coefficients and descriptive statistics between all study variables. The correlation coefficients between all variables range from 0.20 to 0.71, indicating that they are all statistically significant. In specific, PA was substantially correlated with self-esteem (<italic>r</italic> &#x003D; 0.33), depression (<italic>r</italic> &#x003D; &#x2212;0.42), and suicide ideation (<italic>r</italic> &#x003D; &#x2212;0.20). Based on the correlation coefficient, the association among PA, depression, self-esteem, and suicide ideation were considered.</p>
<table-wrap id="table-2"><label>Table 2</label>
<caption>
<title>Correlations among study variables</title></caption>
<table><colgroup>
<col/>
<col/>
<col/>
<col/>
<col/>
</colgroup>
<thead>
<tr>
<th>Variable</th>
<th>1</th>
<th>2</th>
<th>3</th>
<th>4</th>
</tr>
</thead>
<tbody>
<tr>
<td>Self-esteem (1)</td>
<td>1</td>
<td>&#x2212;0.71&#x002A;&#x002A;</td>
<td>&#x2212;0.54&#x002A;&#x002A;</td>
<td>0.33&#x002A;&#x002A;</td>
</tr>
<tr>
<td>Depression (2)</td>
<td></td>
<td>1</td>
<td>0.47&#x002A;&#x002A;</td>
<td>&#x2212;0.42&#x002A;&#x002A;</td>
</tr>
<tr>
<td>Suicidal ideation (3)</td>
<td></td>
<td></td>
<td>1</td>
<td>&#x2212;0.20&#x002A;</td>
</tr><tr>
<td>Physical activity (4)</td>
<td></td>
<td></td>
<td></td>
<td>1</td>
</tr>
<tr>
<td>Mean</td>
<td>3.69</td>
<td>2.31</td>
<td>2.69</td>
<td>10.21</td>
</tr>
<tr>
<td><italic>SD</italic></td>
<td>0.67</td>
<td>0.57</td>
<td>0.81</td>
<td>6.02</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="table-2fn1" fn-type="other">
<p>Note: &#x002A;<italic>p</italic> &#x003C; 0.05, &#x002A;&#x002A;<italic>p</italic> &#x003C; 0.001.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_3">
<title>Structural equation model analysis</title>
<p>SEM was conducted to verify the association among PA, depression, self-esteem, and suicide ideation in Hypothesis 1 and 2. As Shown in <xref ref-type="table" rid="table-3">Table 3</xref>, PA is significantly related to self-esteem (<italic>&#x03B2;</italic> &#x003D; 0.68, <italic>p</italic> &#x003D; 0.001), depression (<italic>&#x03B2;</italic> &#x003D; &#x2212;0.37, <italic>p</italic> &#x003D; 0.001), and suicide ideation (<italic>&#x03B2;</italic> &#x003D; &#x2212;0.19, <italic>p</italic> &#x003D; 0.001). The relationships between self-esteem esteem and suicide ideation (<italic>&#x03B2;</italic> &#x003D; &#x2212;0.31, <italic>p</italic> &#x003D; 0.001) and between depression and suicide ideation (<italic>&#x03B2;</italic> &#x003D; 0.46, <italic>p</italic> &#x003D; 0.001) were statistically significant. In addition, self-esteem (<italic>&#x03B2;</italic> &#x003D; 0.23, CI [0.043, 0.155], <italic>p</italic> &#x003D; 0.001) and depression (<italic>&#x03B2;</italic> &#x003D; 0.35, CI [0.043, 0.155], <italic>p</italic> &#x003D; 0.001) significantly mediated the relationship between PA and suicide ideation.</p>
<table-wrap id="table-3"><label>Table 3</label>
<caption>
<title>The relationships between physical activity, self-esteem, depression, and suicide ideation</title></caption>
<table><colgroup>
<col/>
<col/>
<col/>
<col/>
<col/>
<col/>
</colgroup>
<thead>
<tr>
<th colspan="2">Path</th>
<th>&#x03B2;</th>
<th>S.E.</th>
<th><italic>t</italic></th>
<th><italic>p</italic></th>
</tr>
</thead>
<tbody>
<tr>
<td>Physical activity</td>
<td>&#x2192; Self-esteem</td>
<td>0.68</td>
<td>0.025</td>
<td>14.36</td>
<td>0.001</td>
</tr>
<tr>
<td>Self-esteem</td>
<td>&#x2192; Suicide ideation</td>
<td>&#x2212;0.31</td>
<td>0.079</td>
<td>3.40</td>
<td>0.001</td>
</tr>
<tr>
<td>Depression</td>
<td>&#x2192; Suicide ideation</td>
<td>0.46</td>
<td>0.053</td>
<td>3.96</td>
<td>0.001</td>
</tr>
<tr>
<td>Physical activity</td>
<td>&#x2192; Suicide ideation</td>
<td>&#x2212;0.19</td>
<td></td>
<td></td>
<td></td>
</tr><tr>
<td>Physical activity</td>
<td>&#x2192; Suicide ideation (total effect)</td>
<td>&#x2212;0.31</td>
<td>0.045</td>
<td>6.95</td>
<td>0.001</td>
</tr><tr>
<td colspan="2">Bootstrap results for mediating effect</td>
<td>Effect</td>
<td>S.E.</td>
<td>LL 95% BC</td>
<td>UL 95% BC</td>
</tr>
<tr>
<td colspan="2">Physical activity<bold>&#x2192;</bold>Self-esteem&#x2192;Suicide ideation</td>
<td>0.23</td>
<td>0.028</td>
<td>0.043</td>
<td>0.155</td>
</tr>
<tr>
<td colspan="2">Physical activity<bold>&#x2192;</bold>Depression&#x2192;Suicide ideation</td>
<td>0.35</td>
<td>0.028</td>
<td>0.043</td>
<td>0.155</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="table-3fn1" fn-type="other">
<p>Note: Bootstrap sample size &#x003D; 1000, LL &#x003D; Lower level, UL &#x003D; Upper level, BC &#x003D; Bias-corrected confidence intervals.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>The current study estimated and tested the relationships among PA, depression, self-esteem, and suicide ideation to establish a model fit. Based on the findings, the proposed model of the present study was suitable for the data with indices of global model fit presented in <xref ref-type="table" rid="table-4">Table 4</xref>. <xref ref-type="fig" rid="fig-2">Fig. 2</xref> shows the standardized path coefficients among PA, self-esteem, depression, and suicide ideation.</p>
<table-wrap id="table-4"><label>Table 4</label>
<caption>
<title>Fit index values of structural equation models</title></caption>
<table><colgroup>
<col/>
<col/>
<col/>
<col/>
<col/>
<col/>
<col/>
</colgroup>
<thead>
<tr>
<th>Indexes</th>
<th>&#x03C7;2</th>
<th>Df</th>
<th>RFI</th>
<th>CFI</th>
<th>AGFI</th>
<th>RMSEA</th>
</tr>
</thead>
<tbody>
<tr>
<td></td>
<td>137.41</td>
<td>6</td>
<td>0.990</td>
<td>0.992</td>
<td>0.940</td>
<td>0.04</td>
</tr>
</tbody>
</table>
</table-wrap><fig id="fig-2">
<label>Figure 2</label>
<caption>
<title>Relationship of physical activity with depression, self-esteem, and suicide ideation in adolescents (&#x002A;<italic>p</italic> &#x003C; 0.05; &#x002A;&#x002A;<italic>p</italic> &#x003C; 0.01).</title></caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="IntJMentHealthPromot-26-55568-f002.tif"/>
</fig>
</sec>
</sec>
<sec id="s4">
<title>Discussion</title>
<p>To well understand the current findings, it is essential to be aware that investigating the role of PA on adolescents&#x2019; mental health (i.e., depression and suicide ideation) is significant for several reasons. First, adolescents can contribute to successfully changing their own negative MH through participation in regular PA [<xref ref-type="bibr" rid="ref-34">34</xref>]. Second, by understanding the association between PA and MH processes, more effective PA strategies for adolescent groups that are at high MH risk&#x2013;may be developed and implemented [<xref ref-type="bibr" rid="ref-35">35</xref>].</p>
<p>To accomplish a deeper understanding of the processes that lead to MH promotion among adolescents, the current study examined the hypothesized model that PA would be associated with self-esteem, depression, and suicide ideation- and that self-esteem and depression would mediate the associations between physical activity and suicide ideation.</p>
<p>The current findings showed that adolescents&#x2019; PA had a clear association with self-esteem, depression, and suicidal ideation. This was supported by previous studies, demonstrating that PA reduces depression and suicide ideation and promotes self-esteem [<xref ref-type="bibr" rid="ref-36">36</xref>,<xref ref-type="bibr" rid="ref-37">37</xref>]. Gu conducted a pre- and post-study of adolescents participating in aerobic exercise three times a week for 16 weeks and found that there were statistically substantial differences in MH, with lower levels of depression and anxiety [<xref ref-type="bibr" rid="ref-38">38</xref>]. Mayer found that adolescents who engaged in PA for a longer period had higher self-esteem and lower depression [<xref ref-type="bibr" rid="ref-39">39</xref>]. Moreover, Lee et al. [<xref ref-type="bibr" rid="ref-40">40</xref>] also reported that adolescents who engaged in low- to moderate-intensity regular PA had higher self-esteem and lower depression.</p>
<p>Based on the association of PA with depression and self-esteem identified from the current findings, it can be plausible to suggest that adolescents should be encouraged to be involved in regular PA and provided with more opportunities to participate in various types of PA. Furthermore, it is important to understand that regular PA in adolescents prevents not only physiological and physical problems such as metabolic syndrome (i.e., obesity, type-2 diabetes, high blood pressure, etc.), which are often triggered by excessive study time, but also a variety of MH problems (i.e., stress, depression, and anxiety, etc.).</p>
<p>Moreover, the current findings indicated that PA is statistically significantly related to suicide ideation. This was supported by previous studies, indicating that adolescents who participated in PA reported lower suicidal ideation than non-participants, and the longer they participated in PA, the lower their suicidal ideation [<xref ref-type="bibr" rid="ref-41">41</xref>,<xref ref-type="bibr" rid="ref-42">42</xref>]. However, such a relationship between PA and suicide ideation has not been consistently supported by previous studies [<xref ref-type="bibr" rid="ref-21">21</xref>,<xref ref-type="bibr" rid="ref-22">22</xref>]. Lester et al. argued that the identification of potential mediators of the association between PA and suicide ideation [<xref ref-type="bibr" rid="ref-23">23</xref>]. In this regard, some studies indicated that factors that belong to the negative dimension of MH such as depression, and the positive dimension of MH such as self-esteem may serve as crucial mediators in this relationship [<xref ref-type="bibr" rid="ref-43">43</xref>,<xref ref-type="bibr" rid="ref-44">44</xref>].</p>
<p>The current study from an adolescent population contributes to the clarification of the MH issue. In this study, PA and self-esteem were negatively related to depression and suicide ideation. Moreover, depression and self-esteem significantly mediated the association between PA and suicide ideation, and this finding is supported by previous studies [<xref ref-type="bibr" rid="ref-26">26</xref>,<xref ref-type="bibr" rid="ref-45">45</xref>]. Ha and colleagues reported that PA is significantly related to suicidal ideation through self-esteem and depression demonstrating that self-esteem harmed depression, and depression had a positive effect on suicidal ideation in the PA group compared to the non-PA group [<xref ref-type="bibr" rid="ref-46">46</xref>]. Brailovskaia et al. also indicated that the association between higher PA and lower suicide-related outcomes was substantially mediated by higher self-esteem [<xref ref-type="bibr" rid="ref-43">43</xref>].</p>
<sec id="s4_1">
<title>Limitations and implications</title>
<p>Several limitations should be considered for further study. The study participants were recruited from three secondary schools in Nowon-gu located in northern Seoul. Therefore, these data may not be representative of all Korean adolescents. The study applied a cross-sectional design, and hence we cannot guarantee a causal relationship among the study variables. Moreover, because the data was obtained from self-reported measures, some biases or prejudices may occur to interpret and recall the items.</p>
<p>Despite these limitations, the current findings clarify that it can be significant to account both for the presence of PA and self-esteem in addition to awareness of risks due to depression, when assessing individuals at risk for suicide. It is a fact that regular PA can not only help the experience of positive feelings and increase the sense of control that individuals with enhanced suicide risk often overlook but also mitigate depression which may significantly influence suicidal ideation and attempts. Therefore, the study suggests that the suicide prevention intervention should incorporate PA involvement with self-esteem and depression to strengthen the protective combined effect of the intervention on suicidal ideation and suicide attempts.</p>
</sec>
</sec>
<sec id="s5">
<title>Conclusion</title>
<p>The current study attempted to test the association of PA with depression, self-esteem, and suicide ideation. The findings indicated that adolescents&#x2019; PA is significantly associated with self-esteem, depression, and suicidal ideation- and that depression and self-esteem are significantly mediated by the relationship between PA and suicide ideation. These results could not only emphasize the importance of the PA as a protective health behavior against depression and suicide ideation but also accelerate the effective PA intervention targeting adolescents suffering from negative MH problems.</p>
</sec>
</body>
<back>
<ack>
<p>We acknowledge all participants involved in this research and those who helped in recruiting.</p>
</ack>
<sec>
<title>Funding Statement</title>
<p>This study was supported by the Research Program funded by the SeoulTech (Seoul National University of Science and Technology).</p>
</sec>
<sec>
<title>Author Contributions</title>
<p>Youngho Kim designed the study. Nguyen Hoang Minh Thuan and Dojin An collected data. All authors analyzed the data and wrote the manuscript. All authors reviewed the results and approved the final version of the manuscript.</p>
</sec>
<sec sec-type="data-availability">
<title>Availability of Data and Materials</title>
<p>The raw data supporting the conclusions of this article will be made available by the author, without undue reservation.</p>
</sec>
<sec>
<title>Ethics Approval</title>
<p>The studies involving human participants were reviewed and approved by the Research Ethics Committee of Seoul National University of Science and Technology (2023-0024-01). Written informed consent to participate in this study was provided by the participant&#x2019;s legal guardian.</p>
</sec>
<sec sec-type="COI-statement">
<title>Conflicts of Interest</title>
<p>The authors declare that they have no conflicts of interest to report regarding the present study.</p>
</sec>
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