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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Psychiatry</journal-id>
<journal-title>Frontiers in Psychiatry</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Psychiatry</abbrev-journal-title>
<issn pub-type="epub">1664-0640</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpsyt.2025.1651630</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Psychiatry</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Longitudinal association of breakfast and midnight snacks with depressive symptoms in China multi-ethnic adolescents</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Xu</surname>
<given-names>Honglv</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2932908/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Gaohong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Zihan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Xue</surname>
<given-names>Xiaolu</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hu</surname>
<given-names>Dongyue</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3113261/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yang</surname>
<given-names>Jieru</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Jia</surname>
<given-names>Jing</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Xuemei</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>School of Medicine, Kunming University</institution>, <addr-line>Kunming</addr-line>,&#xa0;<country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Community Nursing Research Team of Kunming University</institution>, <addr-line>Kunming, Yunnan</addr-line>,&#xa0;<country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>School of Nursing, Yunnan University of Chinese Medicine</institution>, <addr-line>Kunming</addr-line>,&#xa0;<country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1140538/overview">Tomoya Hirota</ext-link>, University of California, San Francisco, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1343026/overview">Chen Hong</ext-link>, First Affiliated Hospital of Wenzhou Medical University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1686240/overview">Shu Wang</ext-link>, Capital Medical University, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Honglv Xu, <email xlink:href="mailto:x___hl@126.com">x___hl@126.com</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>09</day>
<month>10</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1651630</elocation-id>
<history>
<date date-type="received">
<day>22</day>
<month>06</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>09</day>
<month>09</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Xu, Zhang, Liu, Xue, Hu, Yang, Jia and Zhang.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Xu, Zhang, Liu, Xue, Hu, Yang, Jia and Zhang</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec>
<title>Introduction</title>
<p>Studies have suggested a link between dietary behavior and adolescent depressive symptoms, but longitudinal data are scarce. This study examines the longitudinal association of breakfast and midnight snacks consumption with depressive symptoms among multi-ethnic adolescents in China.</p>
</sec>
<sec>
<title>Methods</title>
<p>From October 2022 to October 2024, 1,693 middle school students (52.3% females) from Yunnan Province participated in five follow-up surveys (T1-T5) conducted every six months. Breakfast and midnight snacks consumption were assessed using questionnaires, and depressive symptoms were measured using Children&#x2019;s Depression Inventory. The latent growth curve model was analyzed using Mplus software to assess the potential growth trajectories of breakfast days, midnight snacks days, and depressive symptom scores across five time points. The generalized estimation equation model was applied to examine the association between the number of breakfast and midnight snacks days and depressive symptom scores. Two models were established: Model 1 was unadjusted, without controlling any variables; Model 2 was adjusted for demographic variables and other potential confounders influencing depressive symptoms. A restricted cubic spline analysis was used to examine the relationship between the number of breakfast days per week, midnight snacks days per week, and depressive symptoms.</p>
</sec>
<sec>
<title>Results</title>
<p>The prevalence of depressive symptoms increased from 26.3% at T1 to 37.3% at T5 (<italic>P</italic> &lt; 0.01). After adjusting for confounders, breakfast frequency (<italic>&#x3b2;</italic> = -0.71, 95%<italic>CI</italic>: -0.87-0.56) and midnight snacks frequency in males (<italic>&#x3b2;</italic> = 0.39, 95%<italic>CI</italic>: 0.24 - 0.55) and females (<italic>&#x3b2;</italic> = -0.77, 95%<italic>CI</italic>: -0.92 - -0.63; <italic>&#x3b2;</italic> = 0.17, 95%<italic>CI</italic>: 0.02 - 0.32) were associated with depressive symptoms (all <italic>P</italic> &lt; 0.05). Males eating breakfast and midnight snacks fewer than three days and more than four days, respectively, per week, and females eating breakfast and midnight snacks fewer than four days and more than two day, respectively, per week, had an increased risk of depressive symptoms.</p>
</sec>
<sec>
<title>Discussion</title>
<p>Skipping breakfast and eating midnight snacks are related to depressive symptoms in multi-ethnic Chinese adolescents. Addressing unhealthy eating behaviors is critical for preventing and mitigating adolescent depressive symptoms.</p>
</sec>
</abstract>
<kwd-group>
<kwd>adolescent</kwd>
<kwd>depressive symptoms</kwd>
<kwd>breakfast</kwd>
<kwd>midnight snacks</kwd>
<kwd>longitudinal study</kwd>
</kwd-group>
<counts>
<fig-count count="3"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="80"/>
<page-count count="14"/>
<word-count count="6931"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Adolescent and Young Adult Psychiatry</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Adolescent depression is a significant public health concern. This developmental stage is marked by rapid social, emotional, and cognitive changes, as well as major life transitions (<xref ref-type="bibr" rid="B1">1</xref>). Adolescence is also the peak period for depression onset (<xref ref-type="bibr" rid="B2">2</xref>) and represents a substantial disease burden in this age group (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B4">4</xref>). Furthermore, depression is a key risk factor for self-harm and suicidal behaviors among adolescents (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B6">6</xref>). Globally, the incidence and prevalence of depressive symptoms in adolescents are increasing (<xref ref-type="bibr" rid="B7">7</xref>&#x2013;<xref ref-type="bibr" rid="B9">9</xref>). A representative study in Germany reported a prevalence of 18.4%, with both the severity and frequency of depressive symptoms being higher in females than in males. Additionally, depressive symptoms were found to increase with age (<xref ref-type="bibr" rid="B10">10</xref>). The prevalence of depressive symptoms among adolescents in the United exceeds 30% (<xref ref-type="bibr" rid="B11">11</xref>). Numerous studies have examined the prevalence of depressive symptoms among adolescents in developing countries. In Malaysia and India, reported prevalence rates range from 26.2% to 52.3%. In Bangladesh, 25.0% of adolescents experience depressive symptoms, with a higher prevalence in females (30.0%) compared to males (19.0%) (<xref ref-type="bibr" rid="B12">12</xref>). In China, the prevalence of depressive symptoms among adolescents is close to 40% (<xref ref-type="bibr" rid="B13">13</xref>). However, data on the prevalence of depressive symptoms among multi-ethnic adolescents in western China remain limited. Existing research suggests that depressive symptoms are influenced by multiple factors, including academic pressure, family stress, physical activity, screen time, and physical literacy (<xref ref-type="bibr" rid="B14">14</xref>&#x2013;<xref ref-type="bibr" rid="B18">18</xref>). Recently, the relationship between dietary behaviors and depressive symptoms in adolescents has gained increasing attention.</p>
<p>Emerging evidence suggests that healthy dietary patterns, such as adherence to the Mediterranean diet, are negatively associated with depressive symptoms (<xref ref-type="bibr" rid="B19">19</xref>). In contrast, unhealthy dietary behaviors&#x2014; including frequent snacking, skipping breakfast, consuming sugar-sweetened beverages, and eating ultra-processed foods &#x2014;are positively linked to depressive symptoms in adolescents (<xref ref-type="bibr" rid="B20">20</xref>&#x2013;<xref ref-type="bibr" rid="B23">23</xref>). Previous research has primarily examined the relationship between breakfast consumption and adolescent mental health (<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B25">25</xref>). Systematic reviews and meta-analyses indicate that skipping breakfast is positively associated with an increased risk of depressive symptoms in adolescents (<xref ref-type="bibr" rid="B25">25</xref>). In contrast, regular breakfast consumption (&#x2265;6 days per week) among Japanese adolescents is negatively associated with depressive symptoms (<xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B27">27</xref>). Studies conducted in Spain, Turkey, and Bangladesh have identified skipping breakfast as a predictor of depressive symptoms. Adolescents who skip breakfast or consume it fewer than five days per week have a significantly higher incidence of depressive symptoms compared to those who eat breakfast regularly (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B29">29</xref>). However, few cross-sectional studies in China have examined the relationship between breakfast consumption and depressive symptoms in adolescents (<xref ref-type="bibr" rid="B30">30</xref>). Among Chinese adolescents aged 12&#x2013;17 years, inconsistent breakfast consumption is a significant risk factor for mental health problems, with a more pronounced effect in females (<xref ref-type="bibr" rid="B31">31</xref>). Compared to those who consume breakfast &#x2265;6 per week, the risk of depressive symptoms is higher in adolescents who eat breakfast 2&#x2013;5 days per week (<italic>OR</italic> = 1.76) and those who do so &#x2264;1 day per week (<italic>OR</italic> = 3.78) (<xref ref-type="bibr" rid="B32">32</xref>). Additionally, a study in eastern China among adolescents aged 11&#x2013;19 years found that skipping breakfast (OR = 2.56) was independently associated with depressive symptoms (<xref ref-type="bibr" rid="B33">33</xref>).</p>
<p>Few studies have examined midnight snacks consumption among adolescents (<xref ref-type="bibr" rid="B34">34</xref>). Midnight snacks, also referred to as nighttime eating, typically involves consuming food between 9:00 PM and 04:00 AM, in addition to the three main daily meals. This behavior includes a variety of foods, such as snacks, vegetables, desserts, and other small meals. Previous research suggests that midnight snacks are common among adolescents, with reported prevalence rates of 9.0% in Canada (<xref ref-type="bibr" rid="B35">35</xref>), 16.6% in Bangladesh (<xref ref-type="bibr" rid="B36">36</xref>), and 29.7% in Palestine (<xref ref-type="bibr" rid="B37">37</xref>). Notably, the prevalence of midnight snacks among Chinese adolescents is significantly higher (72.5%) (<xref ref-type="bibr" rid="B38">38</xref>). Previous studies suggest associations between adolescent dietary disorders, intuitive eating, nighttime eating syndrome, and mental health (<xref ref-type="bibr" rid="B39">39</xref>&#x2013;<xref ref-type="bibr" rid="B41">41</xref>). However, research on the relationship between midnight snacks and depressive symptoms in adolescents remains unlimited. In Palestinian adolescents, nighttime eating was linked to mental health issues, including depressive symptoms (<italic>OR</italic> = 4.18) (<xref ref-type="bibr" rid="B37">37</xref>). Additionally, a cross-sectional study of adolescents aged 12&#x2013;13 years found that nighttime eating was associated with severe depressive symptoms (<italic>OR</italic> = 1.04) (<xref ref-type="bibr" rid="B35">35</xref>). A cross-sectional study in Turkey found that adolescents who frequently consumed midnight snacks reported higher levels of depressive symptoms (<xref ref-type="bibr" rid="B42">42</xref>). Similarly, studies in the United States and Switzerland indicated that depressive symptoms were more prevalent among adolescents diagnosed with night-eating syndrome (<xref ref-type="bibr" rid="B43">43</xref>, <xref ref-type="bibr" rid="B44">44</xref>). Additionally, among Chinese children and adolescents in grades 1-9, those who ate before bedtime had a 1.28 times higher risk of depressive symptoms compared to those who did not (<xref ref-type="bibr" rid="B45">45</xref>).</p>
<p>While some studies have examined the relationship between breakfast and midnight snacks behaviors and adolescent depressive symptoms, research on multi-ethnic adolescents in China remains scarce. Yunnan Province, located in southwest China, is a major multi-ethnic region. Due to the influence of diverse food cultures and economic situations, adolescents in this area may be more likely to skip breakfast and consume midnight snacks. This study hypothesizes a longitudinal association between skipping breakfast, midnight snacks, and depressive symptoms among multi-ethnic adolescents in China. To test this hypothesis, we conducted a follow-up survey in Yunnan Province.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="s2_1">
<title>Participants</title>
<p>A longitudinal questionnaire survey was conducted among 1,693 middle school students from four schools in three regions of Yunnan Province, China. The baseline survey (T1) took place in October 2022, followed by an assessment every six months. The subsequent follow-up surveys were conducted in June 2023 (T2), October 2023 (T3), June 2024 (T4), and October 2024 (T5). The attrition rates for each follow-up were 15.6%, 2.7%, 1.7%, and 3.7%, respectively. Ultimately, 1,693 participants were included in the final analysis. A flowchart depicting the inclusion of study participants is presented in <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>. The average age the participants was (12.5 &#xb1; 0.5) years, with the minimum age being 12 years and the maximum 15 years. The final sample consisted of 808 males (47.7%), and 885 females (52.3%). The participants comprised 629 Han (37.2%), 628 Yi (37.1%), 66 Hani (3.9%), 143 Lahu (8.4%), 78 Dai (4.6%), and 149 individuals from other ethnic groups (8.8%). Among them, 1,278 (75.5%) resided in rural areas, while 415 (24.5%) were from urban areas. In terms of family structure, 1,391 participants (82.2%) came from two-parent families, 166 (9.8%) from single-parent families, 110 (6.5%) from blended families, and 26 (1.5%) from other family types. Additionally, 321 participants (19.0%) were only children. Regarding socioeconomic status, participants self-reported as follows: 49 (2.9%) as &#x201c;worse,&#x201d; 180 (10.6%) as &#x201c;poor,&#x201d; 1,132 (66.9%) as &#x201c;medium,&#x201d; 246 (14.5%) as &#x201c;good,&#x201d; and 86 (5.1%) as &#x201c;better.&#x201d; <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref> displays the distribution of demographic variables in relation to the prevalence of depressive symptoms. The study was in accordance with the requirement of the World Medical Association Declaration of Helsinki and granted with consent from the students, schools, and parents. The questionnaire survey was conducted anonymously, with voluntary participation from all teenage respondents. Participants retained the right to withdraw from the follow-up survey at any time. All collected data were treated with strict confidentiality and used exclusively for data analysis in this study, with no other applications. The study was approved by the Medical Ethics Committee of the School of Medicine, Kunming University (Approval Number: 20210222).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Flow chart of participants.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyt-16-1651630-g001.tif">
<alt-text content-type="machine-generated">Four line graphs show the relationship between eating habits and depressive symptoms. Graph A shows a decrease in symptoms with more breakfast days per week. Graph B illustrates a similar trend, with a distinction between sexes: males (blue line) and females (red line). Graph C indicates an increase in symptoms with more midnight snacks per week. Graph D reflects the same pattern, also distinguishing between sexes. Confidence intervals are shaded around the lines.</alt-text>
</graphic>
</fig>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>The distribution of the positive rate of depressive symptoms in adolescents.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="left">Variables</th>
<th valign="middle" rowspan="2" align="left">Category</th>
<th valign="middle" colspan="4" align="center">T1</th>
<th valign="middle" colspan="4" align="center">T2</th>
<th valign="middle" colspan="4" align="center">T3</th>
<th valign="middle" colspan="4" align="center">T4</th>
<th valign="middle" colspan="5" align="center">T5</th>
</tr>
<tr>
<th valign="middle" align="center">Depressive symptomS</th>
<th valign="middle" align="center">Normal</th>
<th valign="middle" align="center">
<italic>&#x3c7;<sup>2</sup>
</italic>
</th>
<th valign="middle" align="center">
<italic>P</italic>
</th>
<th valign="middle" align="center">Depressive symptomS</th>
<th valign="middle" align="center">Normal</th>
<th valign="middle" align="center">
<italic>&#x3c7;<sup>2</sup>
</italic>
</th>
<th valign="middle" align="center">
<italic>P</italic>
</th>
<th valign="middle" align="center">Depressive symptomS</th>
<th valign="middle" align="center">Normal</th>
<th valign="middle" align="center">
<italic>&#x3c7;<sup>2</sup>
</italic>
</th>
<th valign="middle" align="center">
<italic>P</italic>
</th>
<th valign="middle" colspan="2" align="center">Depressive symptomS</th>
<th valign="middle" align="center">Normal</th>
<th valign="middle" align="center">
<italic>&#x3c7;<sup>2</sup>
</italic>
</th>
<th valign="middle" align="center">
<italic>P</italic>
</th>
<th valign="middle" align="center">Depressive symptomS</th>
<th valign="middle" align="center">Normal</th>
<th valign="middle" align="center">
<italic>&#x3c7;<sup>2</sup>
</italic>
</th>
<th valign="middle" align="center">
<italic>P</italic>
</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" rowspan="2" align="left" style="">Sex</td>
<td valign="middle" align="left" style="">Male</td>
<td valign="middle" align="center" style="">175</td>
<td valign="middle" align="center" style="">633</td>
<td valign="middle" align="center" style="">17.07</td>
<td valign="middle" align="center" style="">&lt;0.01</td>
<td valign="middle" align="center" style="">203</td>
<td valign="middle" align="center" style="">605</td>
<td valign="middle" align="center" style="">27.47</td>
<td valign="middle" align="center" style="">&lt;0.01</td>
<td valign="middle" align="center" style="">232</td>
<td valign="middle" align="center" style="">576</td>
<td valign="middle" align="center" style="">19.41</td>
<td valign="middle" align="center" style="">&lt;0.01</td>
<td valign="middle" colspan="2" align="center" style="">260</td>
<td valign="middle" align="center" style="">548</td>
<td valign="middle" align="center" style="">9.66</td>
<td valign="middle" align="center" style="">0.002</td>
<td valign="middle" align="center" style="">255</td>
<td valign="middle" align="center" style="">553</td>
<td valign="middle" align="right" style="">21.57</td>
<td valign="middle" align="right" style="">&lt;0.01</td>
</tr>
<tr>
<td valign="middle" align="left" style="">Female</td>
<td valign="middle" align="center" style="">270</td>
<td valign="middle" align="center" style="">615</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">327</td>
<td valign="middle" align="center" style="">558</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">344</td>
<td valign="middle" align="center" style="">541</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" colspan="2" align="center" style="">349</td>
<td valign="middle" align="center" style="">536</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">376</td>
<td valign="middle" align="center" style="">509</td>
<td valign="middle" align="left" style=""/>
<td valign="middle" align="left" style=""/>
</tr>
<tr>
<td valign="top" rowspan="2" align="left" style="">Residence</td>
<td valign="middle" align="left" style="">Rural</td>
<td valign="middle" align="center" style="">357</td>
<td valign="middle" align="center" style="">921</td>
<td valign="middle" align="center" style="">7.32</td>
<td valign="middle" align="center" style="">0.007</td>
<td valign="middle" align="center" style="">417</td>
<td valign="middle" align="center" style="">861</td>
<td valign="middle" align="center" style="">4.25</td>
<td valign="middle" align="center" style="">0.039</td>
<td valign="middle" align="center" style="">449</td>
<td valign="middle" align="center" style="">829</td>
<td valign="middle" align="center" style="">2.87</td>
<td valign="middle" align="center" style="">0.091</td>
<td valign="middle" colspan="2" align="center" style="">465</td>
<td valign="middle" align="center" style="">813</td>
<td valign="middle" align="center" style="">0.39</td>
<td valign="middle" align="center" style="">0.534</td>
<td valign="middle" align="center" style="">479</td>
<td valign="middle" align="center" style="">799</td>
<td valign="middle" align="right" style="">0.10</td>
<td valign="middle" align="right" style="">0.755</td>
</tr>
<tr>
<td valign="middle" align="left" style="">Urban</td>
<td valign="middle" align="center" style="">88</td>
<td valign="middle" align="center" style="">327</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">113</td>
<td valign="middle" align="center" style="">302</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">127</td>
<td valign="middle" align="center" style="">288</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" colspan="2" align="center" style="">144</td>
<td valign="middle" align="center" style="">271</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">152</td>
<td valign="middle" align="center" style="">263</td>
<td valign="middle" align="left" style=""/>
<td valign="middle" align="left" style=""/>
</tr>
<tr>
<td valign="top" rowspan="3" align="left" style="">Age(year)</td>
<td valign="middle" align="left" style="">12</td>
<td valign="middle" align="center" style="">243</td>
<td valign="middle" align="center" style="">716</td>
<td valign="middle" align="center" style="">1.24</td>
<td valign="middle" align="center" style="">0.539</td>
<td valign="middle" align="center" style="">311</td>
<td valign="middle" align="center" style="">648</td>
<td valign="middle" align="center" style="">1.34</td>
<td valign="middle" align="center" style="">0.511</td>
<td valign="middle" align="center" style="">328</td>
<td valign="middle" align="center" style="">631</td>
<td valign="middle" align="center" style="">0.07</td>
<td valign="middle" align="center" style="">0.965</td>
<td valign="middle" colspan="2" align="center" style="">357</td>
<td valign="middle" align="center" style="">602</td>
<td valign="middle" align="center" style="">1.55</td>
<td valign="middle" align="center" style="">0.460</td>
<td valign="middle" align="center" style="">374</td>
<td valign="middle" align="center" style="">585</td>
<td valign="middle" align="right" style="">2.92</td>
<td valign="middle" align="right" style="">0.232</td>
</tr>
<tr>
<td valign="middle" align="left" style="">13</td>
<td valign="middle" align="center" style="">195</td>
<td valign="middle" align="center" style="">517</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">212</td>
<td valign="middle" align="center" style="">500</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">241</td>
<td valign="middle" align="center" style="">471</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" colspan="2" align="center" style="">244</td>
<td valign="middle" align="center" style="">468</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">250</td>
<td valign="middle" align="center" style="">462</td>
<td valign="middle" align="left" style=""/>
<td valign="middle" align="left" style=""/>
</tr>
<tr>
<td valign="middle" align="left" style="">14-15</td>
<td valign="middle" align="center" style="">7</td>
<td valign="middle" align="center" style="">15</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">7</td>
<td valign="middle" align="center" style="">15</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">7</td>
<td valign="middle" align="center" style="">15</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" colspan="2" align="center" style="">8</td>
<td valign="middle" align="center" style="">14</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">7</td>
<td valign="middle" align="center" style="">15</td>
<td valign="middle" align="left" style=""/>
<td valign="middle" align="left" style=""/>
</tr>
<tr>
<td valign="top" rowspan="6" align="left" style="">Ethnicity</td>
<td valign="middle" align="left" style="">Han</td>
<td valign="middle" align="center" style="">145</td>
<td valign="middle" align="center" style="">484</td>
<td valign="middle" align="center" style="">44.77</td>
<td valign="middle" align="center" style="">&lt;0.01</td>
<td valign="middle" align="center" style="">198</td>
<td valign="middle" align="center" style="">431</td>
<td valign="middle" align="center" style="">2.45</td>
<td valign="middle" align="center" style="">0.785</td>
<td valign="middle" align="center" style="">200</td>
<td valign="middle" align="center" style="">429</td>
<td valign="middle" align="center" style="">9.36</td>
<td valign="middle" align="center" style="">0.096</td>
<td valign="middle" colspan="2" align="center" style="">219</td>
<td valign="middle" align="center" style="">410</td>
<td valign="middle" align="center" style="">2.05</td>
<td valign="middle" align="center" style="">0.842</td>
<td valign="middle" align="center" style="">231</td>
<td valign="middle" align="center" style="">398</td>
<td valign="middle" align="right" style="">2.35</td>
<td valign="middle" align="right" style="">0.799</td>
</tr>
<tr>
<td valign="middle" align="left" style="">Hani</td>
<td valign="middle" align="center" style="">28</td>
<td valign="middle" align="center" style="">38</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">26</td>
<td valign="middle" align="center" style="">40</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">32</td>
<td valign="middle" align="center" style="">34</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" colspan="2" align="center" style="">25</td>
<td valign="middle" align="center" style="">41</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">29</td>
<td valign="middle" align="center" style="">37</td>
<td valign="middle" align="left" style=""/>
<td valign="middle" align="left" style=""/>
</tr>
<tr>
<td valign="middle" align="left" style="">Yi</td>
<td valign="middle" align="center" style="">142</td>
<td valign="middle" align="center" style="">486</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">191</td>
<td valign="middle" align="center" style="">437</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">217</td>
<td valign="middle" align="center" style="">411</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" colspan="2" align="center" style="">226</td>
<td valign="middle" align="center" style="">402</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">230</td>
<td valign="middle" align="center" style="">398</td>
<td valign="middle" align="left" style=""/>
<td valign="middle" align="left" style=""/>
</tr>
<tr>
<td valign="middle" align="left" style="">Lahu</td>
<td valign="middle" align="center" style="">63</td>
<td valign="middle" align="center" style="">80</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">44</td>
<td valign="middle" align="center" style="">99</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">45</td>
<td valign="middle" align="center" style="">98</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" colspan="2" align="center" style="">49</td>
<td valign="middle" align="center" style="">94</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">52</td>
<td valign="middle" align="center" style="">91</td>
<td valign="middle" align="left" style=""/>
<td valign="middle" align="left" style=""/>
</tr>
<tr>
<td valign="middle" align="left" style="">Dai</td>
<td valign="middle" align="center" style="">29</td>
<td valign="middle" align="center" style="">49</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">23</td>
<td valign="middle" align="center" style="">55</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">25</td>
<td valign="middle" align="center" style="">53</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" colspan="2" align="center" style="">30</td>
<td valign="middle" align="center" style="">48</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">33</td>
<td valign="middle" align="center" style="">45</td>
<td valign="middle" align="left" style=""/>
<td valign="middle" align="left" style=""/>
</tr>
<tr>
<td valign="middle" align="left" style="">Other</td>
<td valign="middle" align="center" style="">38</td>
<td valign="middle" align="center" style="">111</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">48</td>
<td valign="middle" align="center" style="">101</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">57</td>
<td valign="middle" align="center" style="">92</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" colspan="2" align="center" style="">60</td>
<td valign="middle" align="center" style="">89</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">56</td>
<td valign="middle" align="center" style="">93</td>
<td valign="middle" align="left" style=""/>
<td valign="middle" align="left" style=""/>
</tr>
<tr>
<td valign="top" rowspan="5" align="left" style="">The number of close friends</td>
<td valign="middle" align="left" style="">0</td>
<td valign="middle" align="center" style="">15</td>
<td valign="middle" align="center" style="">18</td>
<td valign="middle" align="center" style="">77.40</td>
<td valign="middle" align="center" style="">&lt;0.01</td>
<td valign="middle" align="center" style="">12</td>
<td valign="middle" align="center" style="">21</td>
<td valign="middle" align="center" style="">13.40</td>
<td valign="middle" align="center" style="">0.009</td>
<td valign="middle" align="center" style="">14</td>
<td valign="middle" align="center" style="">19</td>
<td valign="middle" align="center" style="">9.04</td>
<td valign="middle" align="center" style="">0.060</td>
<td valign="middle" colspan="2" align="center" style="">15</td>
<td valign="middle" align="center" style="">18</td>
<td valign="middle" align="center" style="">9.97</td>
<td valign="middle" align="center" style="">0.041</td>
<td valign="middle" align="center" style="">15</td>
<td valign="middle" align="center" style="">18</td>
<td valign="middle" align="right" style="">8.10</td>
<td valign="middle" align="right" style="">0.088</td>
</tr>
<tr>
<td valign="middle" align="left" style="">1-2</td>
<td valign="middle" align="center" style="">89</td>
<td valign="middle" align="center" style="">85</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">74</td>
<td valign="middle" align="center" style="">100</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">75</td>
<td valign="middle" align="center" style="">99</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" colspan="2" align="center" style="">69</td>
<td valign="middle" align="center" style="">105</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">78</td>
<td valign="middle" align="center" style="">96</td>
<td valign="middle" align="left" style=""/>
<td valign="middle" align="left" style=""/>
</tr>
<tr>
<td valign="middle" align="left" style="">3-4</td>
<td valign="middle" align="center" style="">84</td>
<td valign="middle" align="center" style="">209</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">95</td>
<td valign="middle" align="center" style="">198</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">101</td>
<td valign="middle" align="center" style="">192</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" colspan="2" align="center" style="">115</td>
<td valign="middle" align="center" style="">178</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">117</td>
<td valign="middle" align="center" style="">176</td>
<td valign="middle" align="left" style=""/>
<td valign="middle" align="left" style=""/>
</tr>
<tr>
<td valign="middle" align="left" style="">5-6</td>
<td valign="middle" align="center" style="">60</td>
<td valign="middle" align="center" style="">248</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">94</td>
<td valign="middle" align="center" style="">214</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">102</td>
<td valign="middle" align="center" style="">206</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" colspan="2" align="center" style="">122</td>
<td valign="middle" align="center" style="">186</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">108</td>
<td valign="middle" align="center" style="">200</td>
<td valign="middle" align="left" style=""/>
<td valign="middle" align="left" style=""/>
</tr>
<tr>
<td valign="middle" align="left" style="">&#x2265;7</td>
<td valign="middle" align="center" style="">197</td>
<td valign="middle" align="center" style="">688</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">255</td>
<td valign="middle" align="center" style="">630</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">284</td>
<td valign="middle" align="center" style="">601</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" colspan="2" align="center" style="">288</td>
<td valign="middle" align="center" style="">597</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">313</td>
<td valign="middle" align="center" style="">572</td>
<td valign="middle" align="left" style=""/>
<td valign="middle" align="left" style=""/>
</tr>
<tr>
<td valign="top" rowspan="2" align="left" style="">The only child in the family</td>
<td valign="middle" align="left" style="">Yes</td>
<td valign="middle" align="center" style="">80</td>
<td valign="middle" align="center" style="">241</td>
<td valign="middle" align="center" style="">0.38</td>
<td valign="middle" align="center" style="">0.538</td>
<td valign="middle" align="center" style="">97</td>
<td valign="middle" align="center" style="">224</td>
<td valign="middle" align="center" style="">0.22</td>
<td valign="middle" align="center" style="">0.641</td>
<td valign="middle" align="center" style="">106</td>
<td valign="middle" align="center" style="">215</td>
<td valign="middle" align="center" style="">0.18</td>
<td valign="middle" align="center" style="">0.674</td>
<td valign="middle" colspan="2" align="center" style="">113</td>
<td valign="middle" align="center" style="">208</td>
<td valign="middle" align="center" style="">0.10</td>
<td valign="middle" align="center" style="">0.750</td>
<td valign="middle" align="center" style="">115</td>
<td valign="middle" align="center" style="">206</td>
<td valign="middle" align="right" style="">0.35</td>
<td valign="middle" align="right" style="">0.552</td>
</tr>
<tr>
<td valign="middle" align="left" style="">No</td>
<td valign="middle" align="center" style="">365</td>
<td valign="middle" align="center" style="">1007</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">433</td>
<td valign="middle" align="center" style="">939</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">470</td>
<td valign="middle" align="center" style="">902</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" colspan="2" align="center" style="">496</td>
<td valign="middle" align="center" style="">876</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">516</td>
<td valign="middle" align="center" style="">856</td>
<td valign="middle" align="left" style=""/>
<td valign="middle" align="left" style=""/>
</tr>
<tr>
<td valign="top" rowspan="4" align="left" style="">Family type</td>
<td valign="middle" align="left" style="">Two-parent family</td>
<td valign="middle" align="center" style="">351</td>
<td valign="middle" align="center" style="">1040</td>
<td valign="middle" align="center" style="">5.39</td>
<td valign="middle" align="center" style="">0.146</td>
<td valign="middle" align="center" style="">430</td>
<td valign="middle" align="center" style="">961</td>
<td valign="middle" align="center" style="">0.99</td>
<td valign="middle" align="center" style="">0.804</td>
<td valign="middle" align="center" style="">467</td>
<td valign="middle" align="center" style="">924</td>
<td valign="middle" align="center" style="">0.92</td>
<td valign="middle" align="center" style="">0.822</td>
<td valign="middle" colspan="2" align="center" style="">494</td>
<td valign="middle" align="center" style="">897</td>
<td valign="middle" align="center" style="">3.98</td>
<td valign="middle" align="center" style="">0.264</td>
<td valign="middle" align="center" style="">517</td>
<td valign="middle" align="center" style="">874</td>
<td valign="middle" align="right" style="">1.35</td>
<td valign="middle" align="right" style="">0.717</td>
</tr>
<tr>
<td valign="middle" align="left" style="">One-parent family</td>
<td valign="middle" align="center" style="">48</td>
<td valign="middle" align="center" style="">118</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">55</td>
<td valign="middle" align="center" style="">111</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">61</td>
<td valign="middle" align="center" style="">105</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" colspan="2" align="center" style="">59</td>
<td valign="middle" align="center" style="">107</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">64</td>
<td valign="middle" align="center" style="">102</td>
<td valign="middle" align="left" style=""/>
<td valign="middle" align="left" style=""/>
</tr>
<tr>
<td valign="middle" align="left" style="">Combined family</td>
<td valign="middle" align="center" style="">37</td>
<td valign="middle" align="center" style="">73</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">35</td>
<td valign="middle" align="center" style="">75</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">38</td>
<td valign="middle" align="center" style="">72</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" colspan="2" align="center" style="">42</td>
<td valign="middle" align="center" style="">68</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">38</td>
<td valign="middle" align="center" style="">72</td>
<td valign="middle" align="left" style=""/>
<td valign="middle" align="left" style=""/>
</tr>
<tr>
<td valign="middle" align="left" style="">Other</td>
<td valign="middle" align="center" style="">9</td>
<td valign="middle" align="center" style="">17</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">10</td>
<td valign="middle" align="center" style="">16</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">10</td>
<td valign="middle" align="center" style="">16</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" colspan="2" align="center" style="">14</td>
<td valign="middle" align="center" style="">12</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">12</td>
<td valign="middle" align="center" style="">14</td>
<td valign="middle" align="left" style=""/>
<td valign="middle" align="left" style=""/>
</tr>
<tr>
<td valign="top" rowspan="5" align="left" style="">Self-perceived socioeconomic status</td>
<td valign="middle" align="left" style="">Worse</td>
<td valign="middle" align="center" style="">18</td>
<td valign="middle" align="center" style="">31</td>
<td valign="middle" align="center" style="">48.24</td>
<td valign="middle" align="center" style="">&lt;0.01</td>
<td valign="middle" align="center" style="">19</td>
<td valign="middle" align="center" style="">30</td>
<td valign="middle" align="center" style="">20.93</td>
<td valign="middle" align="center" style="">&lt;0.01</td>
<td valign="middle" align="center" style="">28</td>
<td valign="middle" align="center" style="">21</td>
<td valign="middle" align="center" style="">33.40</td>
<td valign="middle" align="center" style="">&lt;0.01</td>
<td valign="middle" colspan="2" align="center" style="">23</td>
<td valign="middle" align="center" style="">26</td>
<td valign="middle" align="center" style="">6.83</td>
<td valign="middle" align="center" style="">0.145</td>
<td valign="middle" align="center" style="">27</td>
<td valign="middle" align="center" style="">22</td>
<td valign="middle" align="right" style="">17.20</td>
<td valign="middle" align="right" style="">0.002</td>
</tr>
<tr>
<td valign="middle" align="left" style="">Poor</td>
<td valign="middle" align="center" style="">82</td>
<td valign="middle" align="center" style="">98</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">78</td>
<td valign="middle" align="center" style="">102</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">84</td>
<td valign="middle" align="center" style="">96</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" colspan="2" align="center" style="">73</td>
<td valign="middle" align="center" style="">107</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">81</td>
<td valign="middle" align="center" style="">99</td>
<td valign="middle" align="left" style=""/>
<td valign="middle" align="left" style=""/>
</tr>
<tr>
<td valign="middle" align="left" style="">Medium</td>
<td valign="middle" align="center" style="">283</td>
<td valign="middle" align="center" style="">849</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">351</td>
<td valign="middle" align="center" style="">781</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">376</td>
<td valign="middle" align="center" style="">756</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" colspan="2" align="center" style="">400</td>
<td valign="middle" align="center" style="">732</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">416</td>
<td valign="middle" align="center" style="">716</td>
<td valign="middle" align="left" style=""/>
<td valign="middle" align="left" style=""/>
</tr>
<tr>
<td valign="middle" align="left" style="">Good</td>
<td valign="middle" align="center" style="">47</td>
<td valign="middle" align="center" style="">199</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">64</td>
<td valign="middle" align="center" style="">182</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">67</td>
<td valign="middle" align="center" style="">179</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" colspan="2" align="center" style="">89</td>
<td valign="middle" align="center" style="">157</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">85</td>
<td valign="middle" align="center" style="">161</td>
<td valign="middle" align="left" style=""/>
<td valign="middle" align="left" style=""/>
</tr>
<tr>
<td valign="middle" align="left" style="">Better</td>
<td valign="middle" align="center" style="">15</td>
<td valign="middle" align="center" style="">71</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">18</td>
<td valign="middle" align="center" style="">68</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">21</td>
<td valign="middle" align="center" style="">65</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" colspan="2" align="center" style="">24</td>
<td valign="middle" align="center" style="">62</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">22</td>
<td valign="middle" align="center" style="">64</td>
<td valign="middle" align="left" style=""/>
<td valign="middle" align="left" style=""/>
</tr>
<tr>
<td valign="top" rowspan="5" align="left" style="">Father's education level</td>
<td valign="middle" align="left" style="">Illiteracy</td>
<td valign="middle" align="center" style="">55</td>
<td valign="middle" align="center" style="">95</td>
<td valign="middle" align="center" style="">11.92</td>
<td valign="middle" align="center" style="">0.018</td>
<td valign="middle" align="center" style="">50</td>
<td valign="middle" align="center" style="">100</td>
<td valign="middle" align="center" style="">1.68</td>
<td valign="middle" align="center" style="">0.794</td>
<td valign="middle" align="center" style="">52</td>
<td valign="middle" align="center" style="">98</td>
<td valign="middle" align="center" style="">1.68</td>
<td valign="middle" align="center" style="">0.794</td>
<td valign="middle" colspan="2" align="center" style="">60</td>
<td valign="middle" align="center" style="">90</td>
<td valign="middle" align="center" style="">5.91</td>
<td valign="middle" align="center" style="">0.206</td>
<td valign="middle" align="center" style="">54</td>
<td valign="middle" align="center" style="">96</td>
<td valign="middle" align="right" style="">2.00</td>
<td valign="middle" align="right" style="">0.736</td>
</tr>
<tr>
<td valign="middle" align="left" style="">Elementary school</td>
<td valign="middle" align="center" style="">116</td>
<td valign="middle" align="center" style="">299</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">135</td>
<td valign="middle" align="center" style="">280</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">148</td>
<td valign="middle" align="center" style="">267</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" colspan="2" align="center" style="">153</td>
<td valign="middle" align="center" style="">262</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">160</td>
<td valign="middle" align="center" style="">255</td>
<td valign="middle" align="left" style=""/>
<td valign="middle" align="left" style=""/>
</tr>
<tr>
<td valign="middle" align="left" style="">Secondary school</td>
<td valign="middle" align="center" style="">196</td>
<td valign="middle" align="center" style="">593</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">237</td>
<td valign="middle" align="center" style="">552</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">268</td>
<td valign="middle" align="center" style="">521</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" colspan="2" align="center" style="">276</td>
<td valign="middle" align="center" style="">513</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">292</td>
<td valign="middle" align="center" style="">497</td>
<td valign="middle" align="left" style=""/>
<td valign="middle" align="left" style=""/>
</tr>
<tr>
<td valign="middle" align="left" style="">High school</td>
<td valign="middle" align="center" style="">51</td>
<td valign="middle" align="center" style="">179</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">76</td>
<td valign="middle" align="center" style="">154</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">76</td>
<td valign="middle" align="center" style="">154</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" colspan="2" align="center" style="">90</td>
<td valign="middle" align="center" style="">140</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">90</td>
<td valign="middle" align="center" style="">140</td>
<td valign="middle" align="left" style=""/>
<td valign="middle" align="left" style=""/>
</tr>
<tr>
<td valign="middle" align="left" style="">University</td>
<td valign="middle" align="center" style="">27</td>
<td valign="middle" align="center" style="">82</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">32</td>
<td valign="middle" align="center" style="">77</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">32</td>
<td valign="middle" align="center" style="">77</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" colspan="2" align="center" style="">30</td>
<td valign="middle" align="center" style="">79</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">35</td>
<td valign="middle" align="center" style="">74</td>
<td valign="middle" align="left" style=""/>
<td valign="middle" align="left" style=""/>
</tr>
<tr>
<td valign="top" rowspan="5" align="left" style="">Mother's education level</td>
<td valign="middle" align="left" style="">Illiteracy</td>
<td valign="middle" align="center" style="">63</td>
<td valign="middle" align="center" style="">131</td>
<td valign="middle" align="center" style="">7.04</td>
<td valign="middle" align="center" style="">0.134</td>
<td valign="middle" align="center" style="">61</td>
<td valign="middle" align="center" style="">133</td>
<td valign="middle" align="center" style="">2.10</td>
<td valign="middle" align="center" style="">0.717</td>
<td valign="middle" align="center" style="">73</td>
<td valign="middle" align="center" style="">121</td>
<td valign="middle" align="center" style="">3.16</td>
<td valign="middle" align="center" style="">0.531</td>
<td valign="middle" colspan="2" align="center" style="">73</td>
<td valign="middle" align="center" style="">121</td>
<td valign="middle" align="center" style="">2.14</td>
<td valign="middle" align="center" style="">0.711</td>
<td valign="middle" align="center" style="">73</td>
<td valign="middle" align="center" style="">121</td>
<td valign="middle" align="right" style="">2.17</td>
<td valign="middle" align="right" style="">0.704</td>
</tr>
<tr>
<td valign="middle" align="left" style="">Elementary school</td>
<td valign="middle" align="center" style="">123</td>
<td valign="middle" align="center" style="">310</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">147</td>
<td valign="middle" align="center" style="">286</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">154</td>
<td valign="middle" align="center" style="">279</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" colspan="2" align="center" style="">164</td>
<td valign="middle" align="center" style="">269</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">151</td>
<td valign="middle" align="center" style="">282</td>
<td valign="middle" align="left" style=""/>
<td valign="middle" align="left" style=""/>
</tr>
<tr>
<td valign="middle" align="left" style="">Secondary school</td>
<td valign="middle" align="center" style="">190</td>
<td valign="middle" align="center" style="">594</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">236</td>
<td valign="middle" align="center" style="">548</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">262</td>
<td valign="middle" align="center" style="">522</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" colspan="2" align="center" style="">275</td>
<td valign="middle" align="center" style="">509</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">305</td>
<td valign="middle" align="center" style="">479</td>
<td valign="middle" align="left" style=""/>
<td valign="middle" align="left" style=""/>
</tr>
<tr>
<td valign="middle" align="left" style="">High school</td>
<td valign="middle" align="center" style="">43</td>
<td valign="middle" align="center" style="">131</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">52</td>
<td valign="middle" align="center" style="">122</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">52</td>
<td valign="middle" align="center" style="">122</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" colspan="2" align="center" style="">63</td>
<td valign="middle" align="center" style="">111</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">62</td>
<td valign="middle" align="center" style="">112</td>
<td valign="middle" align="left" style=""/>
<td valign="middle" align="left" style=""/>
</tr>
<tr>
<td valign="middle" align="left" style="">University</td>
<td valign="middle" align="center" style="">26</td>
<td valign="middle" align="center" style="">82</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">34</td>
<td valign="middle" align="center" style="">74</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">35</td>
<td valign="middle" align="center" style="">73</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" colspan="2" align="center" style="">34</td>
<td valign="middle" align="center" style="">74</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">40</td>
<td valign="middle" align="center" style="">68</td>
<td valign="middle" align="left" style=""/>
<td valign="middle" align="left" style=""/>
</tr>
<tr>
<td valign="top" rowspan="6" align="left" style="">Father's occupation</td>
<td valign="middle" align="left" style="">Civil servant</td>
<td valign="middle" align="center" style="">237</td>
<td valign="middle" align="center" style="">628</td>
<td valign="middle" align="center" style="">4.41</td>
<td valign="middle" align="center" style="">0.491</td>
<td valign="middle" align="center" style="">262</td>
<td valign="middle" align="center" style="">603</td>
<td valign="middle" align="center" style="">10.39</td>
<td valign="middle" align="center" style="">0.065</td>
<td valign="middle" align="center" style="">305</td>
<td valign="middle" align="center" style="">560</td>
<td valign="middle" align="center" style="">5.30</td>
<td valign="middle" align="center" style="">0.381</td>
<td valign="middle" colspan="2" align="center" style="">300</td>
<td valign="middle" align="center" style="">565</td>
<td valign="middle" align="center" style="">14.43</td>
<td valign="middle" align="center" style="">0.013</td>
<td valign="middle" align="center" style="">322</td>
<td valign="middle" align="center" style="">543</td>
<td valign="middle" align="right" style="">7.98</td>
<td valign="middle" align="right" style="">0.157</td>
</tr>
<tr>
<td valign="middle" align="left" style="">Worker</td>
<td valign="middle" align="center" style="">29</td>
<td valign="middle" align="center" style="">85</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">33</td>
<td valign="middle" align="center" style="">81</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">31</td>
<td valign="middle" align="center" style="">83</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" colspan="2" align="center" style="">39</td>
<td valign="middle" align="center" style="">75</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">37</td>
<td valign="middle" align="center" style="">77</td>
<td valign="middle" align="left" style=""/>
<td valign="middle" align="left" style=""/>
</tr>
<tr>
<td valign="middle" align="left" style="">Staff</td>
<td valign="middle" align="center" style="">87</td>
<td valign="middle" align="center" style="">253</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">117</td>
<td valign="middle" align="center" style="">223</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">117</td>
<td valign="middle" align="center" style="">223</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" colspan="2" align="center" style="">142</td>
<td valign="middle" align="center" style="">198</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">139</td>
<td valign="middle" align="center" style="">201</td>
<td valign="middle" align="left" style=""/>
<td valign="middle" align="left" style=""/>
</tr>
<tr>
<td valign="middle" align="left" style="">Merchant</td>
<td valign="middle" align="center" style="">29</td>
<td valign="middle" align="center" style="">119</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">38</td>
<td valign="middle" align="center" style="">110</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">45</td>
<td valign="middle" align="center" style="">103</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" colspan="2" align="center" style="">39</td>
<td valign="middle" align="center" style="">109</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">43</td>
<td valign="middle" align="center" style="">105</td>
<td valign="middle" align="left" style=""/>
<td valign="middle" align="left" style=""/>
</tr>
<tr>
<td valign="middle" align="left" style="">Farmer</td>
<td valign="middle" align="center" style="">16</td>
<td valign="middle" align="center" style="">40</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">26</td>
<td valign="middle" align="center" style="">30</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">23</td>
<td valign="middle" align="center" style="">33</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" colspan="2" align="center" style="">26</td>
<td valign="middle" align="center" style="">30</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">23</td>
<td valign="middle" align="center" style="">33</td>
<td valign="middle" align="left" style=""/>
<td valign="middle" align="left" style=""/>
</tr>
<tr>
<td valign="middle" align="left" style="">Other</td>
<td valign="middle" align="center" style="">47</td>
<td valign="middle" align="center" style="">123</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">54</td>
<td valign="middle" align="center" style="">116</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">55</td>
<td valign="middle" align="center" style="">115</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" colspan="2" align="center" style="">63</td>
<td valign="middle" align="center" style="">107</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">67</td>
<td valign="middle" align="center" style="">103</td>
<td valign="middle" align="left" style=""/>
<td valign="middle" align="left" style=""/>
</tr>
<tr>
<td valign="top" rowspan="6" align="left" style="">Mother's occupation</td>
<td valign="middle" align="left" style="">Civil servant</td>
<td valign="middle" align="center" style="">270</td>
<td valign="middle" align="center" style="">701</td>
<td valign="middle" align="center" style="">3.77</td>
<td valign="middle" align="center" style="">0.583</td>
<td valign="middle" align="center" style="">299</td>
<td valign="middle" align="center" style="">672</td>
<td valign="middle" align="center" style="">6.13</td>
<td valign="middle" align="center" style="">0.293</td>
<td valign="middle" align="center" style="">344</td>
<td valign="middle" align="center" style="">627</td>
<td valign="middle" align="center" style="">4.47</td>
<td valign="middle" align="center" style="">0.484</td>
<td valign="middle" colspan="2" align="center" style="">347</td>
<td valign="middle" align="center" style="">624</td>
<td valign="middle" align="center" style="">4.22</td>
<td valign="middle" align="center" style="">0.518</td>
<td valign="middle" align="center" style="">366</td>
<td valign="middle" align="center" style="">605</td>
<td valign="middle" align="right" style="">2.94</td>
<td valign="middle" align="right" style="">0.709</td>
</tr>
<tr>
<td valign="middle" align="left" style="">Worker</td>
<td valign="middle" align="center" style="">25</td>
<td valign="middle" align="center" style="">83</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">27</td>
<td valign="middle" align="center" style="">81</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">31</td>
<td valign="middle" align="center" style="">77</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" colspan="2" align="center" style="">32</td>
<td valign="middle" align="center" style="">76</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">37</td>
<td valign="middle" align="center" style="">71</td>
<td valign="middle" align="left" style=""/>
<td valign="middle" align="left" style=""/>
</tr>
<tr>
<td valign="middle" align="left" style="">Staff</td>
<td valign="middle" align="center" style="">42</td>
<td valign="middle" align="center" style="">137</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">62</td>
<td valign="middle" align="center" style="">117</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">62</td>
<td valign="middle" align="center" style="">117</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" colspan="2" align="center" style="">68</td>
<td valign="middle" align="center" style="">111</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">68</td>
<td valign="middle" align="center" style="">111</td>
<td valign="middle" align="left" style=""/>
<td valign="middle" align="left" style=""/>
</tr>
<tr>
<td valign="middle" align="left" style="">Merchant</td>
<td valign="middle" align="center" style="">42</td>
<td valign="middle" align="center" style="">128</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">48</td>
<td valign="middle" align="center" style="">122</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">49</td>
<td valign="middle" align="center" style="">121</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" colspan="2" align="center" style="">57</td>
<td valign="middle" align="center" style="">113</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">55</td>
<td valign="middle" align="center" style="">115</td>
<td valign="middle" align="left" style=""/>
<td valign="middle" align="left" style=""/>
</tr>
<tr>
<td valign="middle" align="left" style="">Farmer</td>
<td valign="middle" align="center" style="">15</td>
<td valign="middle" align="center" style="">57</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">24</td>
<td valign="middle" align="center" style="">48</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">23</td>
<td valign="middle" align="center" style="">49</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" colspan="2" align="center" style="">28</td>
<td valign="middle" align="center" style="">44</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">28</td>
<td valign="middle" align="center" style="">44</td>
<td valign="middle" align="left" style=""/>
<td valign="middle" align="left" style=""/>
</tr>
<tr>
<td valign="middle" align="left" style="">Other</td>
<td valign="middle" align="center" style="">51</td>
<td valign="middle" align="center" style="">142</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">70</td>
<td valign="middle" align="center" style="">123</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">67</td>
<td valign="middle" align="center" style="">126</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" colspan="2" align="center" style="">77</td>
<td valign="middle" align="center" style="">116</td>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style=""/>
<td valign="middle" align="center" style="">77</td>
<td valign="middle" align="center" style="">116</td>
<td valign="middle" align="left" style=""/>
<td valign="middle" align="left" style=""/>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2_2">
<title>Methods</title>
<sec id="s2_2_1">
<title>Survey methods</title>
<p>A cross-sectional questionnaire survey was conducted among middle school students across 11 counties in Yunnan Province using random cluster sampling. The details of this methodology have been described in our previously published work (<xref ref-type="bibr" rid="B46">46</xref>). Based on the cross-sectional survey, four middle schools with high multi-ethnic representation and strong participant compliance were selected for the longitudinal follow-up study. All seventh-grade (Grade 7) students from the selected schools participated in the survey. The adolescents completed a self-administered questionnaire in a classroom setting. The survey collected data on demographic characteristics (e.g., gender, age, ethnicity, only child status, family residence, self-rated family economic status, family structure, number of close friends, parental education levels, and parental occupations). Additionally, it assessed dietary behaviors (breakfast and midnight snacks), depressive symptoms, and potential confounding factors influencing adolescents&#x2019; depression, including family changes, hospitalization history, screen time, smoking, alcohol consumption, physical activity, family history of depression, self-rated academic pressure impact of the COVID-19 pandemic. Trained surveyors administered the survey in person, addressing participants&#x2019; questions face-to-face. Adolescents completed the questionnaire independently without discussing responses with peers. The process took approximately 15&#x2013;20 minutes. Surveyors reviewed the completed questionnaires upon collection, promptly addressing any missing responses.</p>
</sec>
</sec>
<sec id="s2_3">
<title>Evaluation of depressive symptoms</title>
<p>Depressive symptoms were assessed using the Chinese version of the Children&#x2019;s Depression Inventory (CDI), a widely used self-report scale for measuring depression in children and adolescents (<xref ref-type="bibr" rid="B47">47</xref>, <xref ref-type="bibr" rid="B48">48</xref>). The CDI evaluates depressive mood and behavior in individuals aged 7&#x2013;17 years, based on self-reported experiences over the past two weeks. The inventory consists of 27 items across five dimensions: anhedonia, negative mood, negative self-esteem, ineffectiveness, and interpersonal problems. Each item is rated on a 3-point scale (&#x201c;occasionally,&#x201d; &#x201c;often&#x201d; and &#x201c;always&#x201d;), with scores ranging from 0 to 2 per item, resulting in a total possible score of 0-54. Higher scores indicate more severe depressive symptoms. A total CDI score &#x2265;19 was considered indicative of depressive symptoms, while a score &lt; 19 was classified as negative. Studies on Chinese children and adolescents (aged 7&#x2013;17 years) have demonstrated that the CDI has good reliability and validity, with a Cronbach&#x2019;s &#x3b1; of 0.84 (<xref ref-type="bibr" rid="B49">49</xref>). Research on Chinese middle school students further supports the CDI&#x2019;s high reliability and validity, confirming its suitability for assessing depressive symptoms in this population (Cronbach&#x2019;s &#x3b1; coefficient of 0.853) (<xref ref-type="bibr" rid="B50">50</xref>). Cronbach&#x2019;s &#x3b1; coefficients at T1 &#x2013;T5 were 0.861, 0.892, 0.900, 0.893 and 0.904, respectively, indicating strong internal consistency.</p>
</sec>
<sec id="s2_4">
<title>Breakfast behavior and midnight snacks behavior evaluation</title>
<p>Adolescent dietary behaviors were assessed using a dietary frequency questionnaire developed by the research group, which has been repeatedly validated for good reliability and validity (<xref ref-type="bibr" rid="B46">46</xref>, <xref ref-type="bibr" rid="B51">51</xref>). Firstly, a pilot test was conducted in 131 middle school students before the field survey to assess participant understanding of the questionnaire. The pilot test results showed that middle school students were able to fully understand the content of the questionnaire, and the average time taken to complete the questionnaire was 16 minutes. Secondly, in each follow-up survey, we evaluated the reliability and validity of the dietary frequency questionnaire, the Cronbach&#x2019;s &#x3b1; coefficients at T1 &#x2013;T5 were 0.921, 0.936, 0.942, 0.945, and 0.940, respectively.</p>
<p>Midnight snacks behavior refers to the behavior of consumption of food between 21:00 and 04:00, in addition to the three main meals of the day. This includes various snacks, desserts, and other food items. Breakfast behavior refers to the consumption of the first meal of the day, typically between 06:00 and 08:00. This study the breakfast and midnight snacks behaviors of multi-ethnic adolescents. Participants were asked the following questions (1): &#x201c;How many days did you eat breakfast in the past week?&#x201d; Response options included (1) 0 days (2), 1&#x2013;2 days (3), 3&#x2013;4 days (4), 5&#x2013;6 days (5), 7 days (2). &#x201c;How many days did you consume midnight snacks (including snacks) before going to bed in the past week?&#x201d; The response options included (1) 0 days (2), 1&#x2013;2 days (3), 3&#x2013;4 days (4), 5&#x2013;6 days (5), 7 days. Adolescents selected the number of days they consumed breakfast and midnight snacks based on their actual eating habits.</p>
</sec>
<sec id="s2_5">
<title>Statistical analysis</title>
<p>Data were entered into a database using EpiData 3.0. After data verification, statistical analyses were conducted using SPSS (version 23.0; SPSS Inc., Chicago, IL, USA), R (version 4.3.1), and Mplus (version 7.4). Descriptive statistics, <italic>&#x3c7;<sup>2</sup>
</italic> tests, and generalized estimation equation (GEE) models were performed in SPSS. Restricted cubic spline analysis was conducted using R software. The latent growth curve model (LGCM) was analyzed using Mplus software to assess the potential growth trajectories of breakfast days, midnight snacks days, and depressive symptom scores across five time points. Intercept and slope factors were included as observation indices. A <italic>&#x3c7;<sup>2</sup>
</italic> test was used to compare differences in the detection rates of depressive symptoms among college students with different demographic characteristics over time. The generalized estimation equation (GEE) model was applied to examine the association between the number of breakfast and midnight snacks days and depressive symptom scores. In the model, breakfast days and the number of midnight snacks per week were treated as independent variables, while depressive symptom scores were the dependent variable. Both independent and dependent variables were continuous variables. Two models were established: Model 1, which was unadjusted, without controlling any variables; Model 2, which was adjusted for demographic variables and other potential confounders influencing depressive symptoms, followed by an association analysis. The identification of confounding factors mainly stems from the variables reported in the literature that have evidence suggesting they may affect adolescent depression symptoms. The adjustment method is to include both the confounding variables and the analysis variables (the days of eating breakfast per week and the days of eating midnight snacks per week) in the model as independent variables. A restricted cubic spline analysis was used to examine the relationship between the number of breakfast days per week, midnight snacks days per week, and depressive symptoms. The statistical significance level was set at &#x3b1; = 0.05.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>The growth trajectories of breakfast and midnight snacks consumption and depressive symptoms among adolescents</title>
<p>The prevalence rates of depressive symptoms from T1 to T5 were 26.3%, 31.3%, 34.0%, 36.0%, and 37.3%, respectively. The reported frequencies of breakfast consumption on day 0, day 1&#x2013;2, day 3&#x2013;4, day 5&#x2013;6, and day 7 in the past week were as follows: T1 (5.0%, 9.2%, 13.3%, 21.5%, and 51.1%, respectively), T2 (6.1%, 13.1%, 14.6%, 21.7%, and 44.5%, respectively), T3 (1.4%, 7.6%, 14.2%, 30.5%, and 46.3%, respectively), T4 (2.2%, 7.0%, 15.2%, 26.8%, and 48.7%, respectively), and T5 (4.7%, 9.2%, 14.7%, 24.6%, and 46.8%, respectively). The reported frequencies of eating a midnight snacks on day 0, day 1&#x2013;2, day 3&#x2013;4, day 5&#x2013;6, and day 7 in the past week were as follows: T1 (28.7%, 36.3%, 18.7%, 7.6%, and 8.7%, respectively), T2 (22.9%, 40.6%, 20.3%, 7.6%, and 8.6%, respectively), T3 (19.7%, 43.4%, 20.5%, 8.5%, and 7.9%, respectively), T4 (16.6%, 41.0%, 22.1%, 10.7%, and 9.6%, respectively), and T5 (21.3%, 39.8%, 20.1%, 8.3%, and 10.5%, respectively).<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref> shows the fitting results of the latent growth curve model. The fitting index Akaike Information Criterion (AIC), Bayesian Information Criterion (BIC), Sample-Size Adjusted BIC, Chi-Square Test of Model Fit (<italic>P</italic>-Value), Root Mean Square Error Of Approximation (RMSEA), Comparative&#x2002;Fit&#x2002;Index (CFI), Tucker-Lewis&#x2002;index (TLI), and Standardized Root Mean Square Residual (SRMR) of the days of eating midnight snacks per week were 25170.64, 25279.32, 25215.78, 92.19 (&lt;0.01), 0.07, 0.96, 0.96, and 0.05, respectively. These indices of the days of eating breakfast per week were 25016.14, 25124.82, 25061.28, 210.95 (&lt;0.01), 0.11, 0.87, 0.87, and 0.09, respectively. These indices of depressive symptoms were 55776.48, 55885.17, 55821.63, 362.53 (&lt;0.01), 0.14, 0.93, 0.93, and 0.12, respectively. <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref> illustrates the potential growth trajectories of adolescents&#x2019; breakfast consumption, midnight snacks consumption, and depressive symptom scores over the past week. The variance estimates for the intercept and slope factors of breakfast consumption and depressive symptom scores were statistically significant for both males and females (all <italic>P</italic> &lt; 0.01), indicating differences in initial levels and growth rates of breakfast consumption and depressive symptoms among adolescents.</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>The latent growth curve of depressive symptoms, the days of eating midnight snack and breakfast per week.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Variable</th>
<th valign="middle" align="left">Sex</th>
<th valign="middle" align="left">Growth factor</th>
<th valign="middle" align="center">Estimate</th>
<th valign="middle" align="center">SE</th>
<th valign="middle" align="center">Est/SE</th>
<th valign="middle" align="center">
<italic>P</italic>-Value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" rowspan="4" align="left">The days of eating midnight snack per week</td>
<td valign="top" rowspan="2" align="left">Male</td>
<td valign="middle" align="left">Intercept factor</td>
<td valign="middle" align="center">0.51</td>
<td valign="middle" align="center">0.06</td>
<td valign="middle" align="center">8.21</td>
<td valign="middle" align="center">&lt;0.01</td>
</tr>
<tr>
<td valign="middle" align="left">Slope factor</td>
<td valign="middle" align="center">0.01</td>
<td valign="middle" align="center">0.01</td>
<td valign="middle" align="center">1.18</td>
<td valign="middle" align="center">0.237</td>
</tr>
<tr>
<td valign="top" rowspan="2" align="left">Female</td>
<td valign="middle" align="left">Intercept factor</td>
<td valign="middle" align="center">0.45</td>
<td valign="middle" align="center">0.05</td>
<td valign="middle" align="center">9.07</td>
<td valign="middle" align="center">&lt;0.01</td>
</tr>
<tr>
<td valign="middle" align="left">Slope factor</td>
<td valign="middle" align="center">0.04</td>
<td valign="middle" align="center">0.01</td>
<td valign="middle" align="center">5.97</td>
<td valign="middle" align="center">&lt;0.01</td>
</tr>
<tr>
<td valign="top" rowspan="4" align="left">The days of eating breakfast per week</td>
<td valign="top" rowspan="2" align="left">Male</td>
<td valign="middle" align="left">Intercept factor</td>
<td valign="middle" align="center">0.45</td>
<td valign="middle" align="center">0.06</td>
<td valign="middle" align="center">7.63</td>
<td valign="middle" align="center">&lt;0.01</td>
</tr>
<tr>
<td valign="middle" align="left">Slope factor</td>
<td valign="middle" align="center">0.03</td>
<td valign="middle" align="center">0.01</td>
<td valign="middle" align="center">4.37</td>
<td valign="middle" align="center">&lt;0.01</td>
</tr>
<tr>
<td valign="top" rowspan="2" align="left">Female</td>
<td valign="middle" align="left">Intercept factor</td>
<td valign="middle" align="center">0.37</td>
<td valign="middle" align="center">0.05</td>
<td valign="middle" align="center">6.86</td>
<td valign="middle" align="center">&lt;0.01</td>
</tr>
<tr>
<td valign="middle" align="left">Slope factor</td>
<td valign="middle" align="center">0.03</td>
<td valign="middle" align="center">0.01</td>
<td valign="middle" align="center">4.05</td>
<td valign="middle" align="center">&lt;0.01</td>
</tr>
<tr>
<td valign="top" rowspan="4" align="left">Depressive symptoms</td>
<td valign="top" rowspan="2" align="left">Male</td>
<td valign="middle" align="left">Intercept factor</td>
<td valign="middle" align="center">30.39</td>
<td valign="middle" align="center">2.51</td>
<td valign="middle" align="center">12.13</td>
<td valign="middle" align="center">&lt;0.01</td>
</tr>
<tr>
<td valign="middle" align="left">Slope factor</td>
<td valign="middle" align="center">1.73</td>
<td valign="middle" align="center">0.25</td>
<td valign="middle" align="center">7.10</td>
<td valign="middle" align="center">&lt;0.01</td>
</tr>
<tr>
<td valign="top" rowspan="2" align="left">Female</td>
<td valign="middle" align="left">Intercept factor</td>
<td valign="middle" align="center">40.29</td>
<td valign="middle" align="center">3.03</td>
<td valign="middle" align="center">13.31</td>
<td valign="middle" align="center">&lt;0.01</td>
</tr>
<tr>
<td valign="middle" align="left">Slope factor</td>
<td valign="middle" align="center">2.35</td>
<td valign="middle" align="center">0.26</td>
<td valign="middle" align="center">9.120</td>
<td valign="middle" align="center">&lt;0.01</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>The latent growth curve of depressive symptoms, the days of eating midnight snack and breakfast per week. <bold>(A)</bold> breakfast days, <bold>(B)</bold> midnight snack days, <bold>(C)</bold> depressive symptoms.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyt-16-1651630-g002.tif">
<alt-text content-type="machine-generated">Three line graphs labeled A, B, and C depict changes over time in breakfast days, midnight snack days, and depressive symptoms, respectively. Each graph shows sample and estimated means for male and female groups. Graph A indicates a consistent trend in breakfast days. Graph B illustrates a slight increase in midnight snack days. Graph C shows a gradual increase in depressive symptoms, with visible differences between male and female groups over time.</alt-text>
</graphic>
</fig>
<p>The variance estimates for the intercept factor and slope factors of the potential growth trajectory of midnight snacks days in the previous week were statistically significant for females (all <italic>P</italic> &lt; 0.01). However, for males, the variance estimates for the intercept factor of the potential growth trajectory of male slope factors were not statistically significant (<italic>P &gt;</italic> 0.05). There were differences in the initial level and growth rate of the number of midnight snacks days for females in the last week, whereas there were differences only in the initial level of the number of midnight snacks days for males in the last week, and there was no difference in the growth rate.</p>
</sec>
<sec id="s3_2">
<title>Distribution of depressive symptoms among adolescents</title>
<p>
<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref> presents the prevalence of depressive symptoms among adolescents with different demographic characteristics. Significant differences were observed between boys and girls at all five time points (T1: &#x3c7;<sup>2</sup> = 17.07, T2: &#x3c7;<sup>2</sup> = 27.47, T3: &#x3c7;<sup>2</sup> = 19.41, T4: &#x3c7;<sup>2</sup> = 9.66, T5: &#x3c7;<sup>2</sup> = 21.57; all <italic>P</italic> &lt; 0.01). In addition, the prevalence of depressive symptoms varied significantly at certain time points based on family residence, ethnicity, number of close friends, self-rated family economic status, father&#x2019;s education level, and father&#x2019;s occupation (<italic>P &lt;</italic> 0.05). However, no significant differences in the prevalence of depressive symptoms were observed across other demographic variables (<italic>P &gt;</italic> 0.05).</p>
</sec>
<sec id="s3_3">
<title>The association between adolescents&#x2019; breakfast behavior and midnight snacks behavior and depressive symptoms</title>
<p>
<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref> presents the results of the generalized linear model analysis of the association between the number of breakfast and midnight snacks days and depressive symptom scores in adolescents in the past week. After adjusting for confounding variables, the number of breakfast days was negatively associated with depressive scores across all groups: adolescents overall (<italic>&#x3b2;</italic> = -0.76, 95<italic>%CI</italic>: -0.87 to -0.65, <italic>P</italic> &lt; 0.01), males (<italic>&#x3b2;</italic> = -0.71, 95<italic>%CI</italic>: -0.87 to -0.56, <italic>P</italic> &lt; 0.01) and females (<italic>&#x3b2;</italic> = -0.77, 95%<italic>CI</italic>: -0.92 to -0.63, <italic>P</italic> &lt; 0.01). In addition, the number of midnight snacks days was positively associated with depressive symptoms across all groups: adolescents overall (<italic>&#x3b2;</italic> = 0.29, 95%<italic>CI</italic>: 0.18 to 0.40, <italic>P</italic> &lt; 0.01), males (<italic>&#x3b2;</italic> = 0.39, 95%<italic>CI</italic>: 0.24 to 0.55, <italic>P</italic> &lt; 0.01), and females (<italic>&#x3b2;</italic> = 0.17, 95%<italic>CI</italic>: 0.02 to 0.32, <italic>P</italic> = 0.027). <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref> shows the results of the restricted cubic spline analysis of the association between the number of breakfast and midnight snacks days per week and depressive symptom scores. Overall, breakfast and midnight snacks behaviors were related to adolescent depressive symptoms. Males&#x2019; breakfast behavior was more sensitive to depressive symptoms, whereas females&#x2019; midnight snacks behavior was more sensitive to depressive symptoms. Adolescents who ate breakfast fewer than four days in the past week and consumed midnight snacks more than two day per week exhibited an increased risk of depressive symptoms. Among males, eating breakfast fewer than three days per week and eating midnight snacks more than four days per week increased the risk of depressive symptoms. Among females, eating breakfast fewer than four days per week and eating midnight snacks more than two day per week was associated with an increased risk of depressive symptoms.</p>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Longitudinal association of breakfast and midnight snack with depressive symptoms in Yunnan multi-ethnic adolescents.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Model</th>
<th valign="middle" align="center">Adolescents</th>
<th valign="middle" align="center">Variables</th>
<th valign="middle" align="center">
<italic>&#x3b2;</italic> (95% <italic>CI</italic>)</th>
<th valign="middle" align="center">SE</th>
<th valign="middle" align="center">Wald <italic>&#x3c7;<sup>2</sup>
</italic>
</th>
<th valign="middle" align="center">
<italic>P</italic>
</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" rowspan="6" align="center" style="">Model 1</td>
<td valign="top" rowspan="2" align="left" style="">All participants</td>
<td valign="middle" align="center" style="">The days of eating breakfast per week</td>
<td valign="middle" align="center" style="">-0.98(-1.09&#x2212;-0.87)</td>
<td valign="middle" align="center" style="">0.06</td>
<td valign="middle" align="center" style="">288.10</td>
<td valign="middle" align="center" style="">&lt;0.01</td>
</tr>
<tr>
<td valign="middle" align="center" style="">The days of eating midnight snack per week</td>
<td valign="middle" align="center" style="">0.51(0.39&#x2212;0.62)</td>
<td valign="middle" align="center" style="">0.06</td>
<td valign="middle" align="center" style="">77.28</td>
<td valign="middle" align="center" style="">&lt;0.01</td>
</tr>
<tr>
<td valign="top" rowspan="2" align="left" style="">Male</td>
<td valign="middle" align="center" style="">The days of eating breakfast per week</td>
<td valign="middle" align="center" style="">-0.95(-1.11&#x2212;-0.79)</td>
<td valign="middle" align="center" style="">0.08</td>
<td valign="middle" align="center" style="">131.15</td>
<td valign="middle" align="center" style="">&lt;0.01</td>
</tr>
<tr>
<td valign="middle" align="center" style="">The days of eating midnight snack per week</td>
<td valign="middle" align="center" style="">0.60(0.44&#x2212;0.76)</td>
<td valign="middle" align="center" style="">0.08</td>
<td valign="middle" align="center" style="">54.71</td>
<td valign="middle" align="center" style="">&lt;0.01</td>
</tr>
<tr>
<td valign="top" rowspan="2" align="left" style="">Female</td>
<td valign="middle" align="center" style="">The days of eating breakfast per week</td>
<td valign="middle" align="center" style="">-1.00(-1.16&#x2212;-0.84)</td>
<td valign="middle" align="center" style="">0.08</td>
<td valign="middle" align="center" style="">156.13</td>
<td valign="middle" align="center" style="">&lt;0.01</td>
</tr>
<tr>
<td valign="middle" align="center" style="">The days of eating midnight snack per week</td>
<td valign="middle" align="center" style="">0.40 (0.24&#x2212;0.56)</td>
<td valign="middle" align="center" style="">0.08</td>
<td valign="middle" align="center" style="">23.86</td>
<td valign="middle" align="center" style="">&lt;0.01</td>
</tr>
<tr>
<td valign="top" rowspan="6" align="center" style="">Model 2</td>
<td valign="top" rowspan="2" align="left" style="">All participants</td>
<td valign="middle" align="center" style="">The days of eating breakfast per week</td>
<td valign="middle" align="center" style="">-0.76(-0.87&#x2212;-0.65)</td>
<td valign="middle" align="center" style="">0.06</td>
<td valign="middle" align="center" style="">185.87</td>
<td valign="middle" align="center" style="">&lt;0.01</td>
</tr>
<tr>
<td valign="middle" align="center" style="">The days of eating midnight snack per week</td>
<td valign="middle" align="center" style="">0.29(0.18&#x2212;0.40)</td>
<td valign="middle" align="center" style="">0.06</td>
<td valign="middle" align="center" style="">26.59</td>
<td valign="middle" align="center" style="">&lt;0.01</td>
</tr>
<tr>
<td valign="top" rowspan="2" align="left" style="">Male</td>
<td valign="middle" align="center" style="">The days of eating breakfast per week</td>
<td valign="middle" align="center" style="">-0.71(-0.87&#x2212;-0.56)</td>
<td valign="middle" align="center" style="">0.08</td>
<td valign="middle" align="center" style="">80.32</td>
<td valign="middle" align="center" style="">&lt;0.01</td>
</tr>
<tr>
<td valign="middle" align="center" style="">The days of eating midnight snack per week</td>
<td valign="middle" align="center" style="">0.39(0.24&#x2212;0.55)</td>
<td valign="middle" align="center" style="">0.08</td>
<td valign="middle" align="center" style="">24.21</td>
<td valign="middle" align="center" style="">&lt;0.01</td>
</tr>
<tr>
<td valign="top" rowspan="2" align="left" style="">Female</td>
<td valign="middle" align="center" style="">The days of eating breakfast per week</td>
<td valign="middle" align="center" style="">-0.77(-0.92&#x2212;-0.63)</td>
<td valign="middle" align="center" style="">0.07</td>
<td valign="middle" align="center" style="">107.73</td>
<td valign="middle" align="center" style="">&lt;0.01</td>
</tr>
<tr>
<td valign="middle" align="center" style="">The days of eating midnight snack per week</td>
<td valign="middle" align="center" style="">0.17(0.02&#x2212;0.32)</td>
<td valign="middle" align="center" style="">0.08</td>
<td valign="middle" align="center" style="">4.89</td>
<td valign="middle" align="center" style="">0.027</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Model 1 unadjusted for variables. Model 2 adjusted for age, ethnicity, residence, the only child in the family, family type, parental educational level, parental occupation, family changes, hospital experience, the impact of COVID-19, family history of depression, self-perceived socioeconomic status, self-perceived academic stress, video time, physical activity, smoking, alcohol consumption, the number of close friends, consumption of takeaway fast food and sugar-sweetened beverage.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Association of breakfast and midnight snack with depressive symptoms in Yunnan multi-ethnic adolescents.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyt-16-1651630-g003.tif">
<alt-text content-type="machine-generated">Timeline of investigations from October 2022 to October 2024, with details for each. First in October 2022: 2,248 investigated, 2,196 completed, 2,183 valid. Second in June 2023: 2,183 investigated, 2,110 completed, 1,842 valid, 341 lost to follow-up. Third in October 2023: 1,842 investigated, 1,795 completed, 1,792 valid, 50 lost. Fourth in June 2024: 1,792 investigated, 1,763 completed, 1,758 valid, 34 lost. Fifth in October 2024: 1,758 investigated, 1,693 completed, 1,693 valid, 65 lost. Total participants: 1,693.</alt-text>
</graphic>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>This follow-up study revealed that the prevalence of depressive symptoms among multi-ethnic adolescents in China ranged from 26.3%-37.3%, showing a significant increasing trend. The prevalence found in this study aligns closely with that of adolescents in Eastern (36.2%) (<xref ref-type="bibr" rid="B13">13</xref>), as well as Bangladesh (36.6%) (<xref ref-type="bibr" rid="B52">52</xref>). However, the prevalence of depressive symptoms among adolescents in this study was higher than that in Northeast China (28.2%) (<xref ref-type="bibr" rid="B24">24</xref>) and lower than in India (52.3%) (<xref ref-type="bibr" rid="B53">53</xref>). Moreover, the latent growth trajectory analysis indicated that depressive symptom scores among multi-ethnic adolescents in China increased over the follow-up period. These findings are consistent with other studies, which have reported a significant increase in depression prevalence among Chinese adolescents from 2021 to 2023 (<xref ref-type="bibr" rid="B54">54</xref>). The results highlight that depressive symptoms among multi-ethnic adolescents in China are at a high level. While Eastern and Central China have seen societal, school, and family attention toward adolescent depression, ethnic adolescents in Western China have not received sufficient attention. Therefore, school-based health promotion programs targeting depression among multi-ethnic adolescents in China should be prioritized on the national agenda.</p>
<p>The reported rate of not eating breakfast for &#x2265;1 d in the past week among Chinese multi-ethnic adolescents was 48.9%-55.5%, which is comparable to the rate in Turkish adolescents (54.1%) (<xref ref-type="bibr" rid="B29">29</xref>), higher than that of South Korean adolescents (29.2%) (<xref ref-type="bibr" rid="B55">55</xref>), and lower than that of Brazilian adolescents (87%) (<xref ref-type="bibr" rid="B56">56</xref>). We indicate that the number of days per week that males and females ate breakfast was negatively correlated with the risk of developing depressive symptoms. Specifically, the risk of depressive symptoms increased when males ate breakfast less than three days per week, and females ate breakfast less than four days per week. These results align with previous studies. For instance, a cross-sectional study found that Turkish adolescents who ate breakfast &#x2264;5 days per week were at a higher risk for depressive and anxiety symptoms, and low breakfast quality was also linked to these mental health issues (<xref ref-type="bibr" rid="B29">29</xref>). Studies have shown that skipping breakfast is associated with higher levels of depressive symptoms. Spanish individuals who did not eat breakfast exhibited more depressive symptoms than those who did (<xref ref-type="bibr" rid="B28">28</xref>). Among Japanese adolescents, regular breakfast consumption (&#x2265;6 days per week) was negatively correlated with depressive symptoms (<xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B27">27</xref>). A Chinese study found a similar pattern, with a stronger association observed in younger adolescents (<xref ref-type="bibr" rid="B11">11</xref>&#x2013;<xref ref-type="bibr" rid="B15">15</xref>) compared to older ones (<xref ref-type="bibr" rid="B16">16</xref>&#x2013;<xref ref-type="bibr" rid="B19">19</xref>) (<xref ref-type="bibr" rid="B33">33</xref>). Additionally, research on children in grades 1&#x2013;9 in Shanghai, China, indicated that adolescents who skipped breakfast had a 2.70 times higher risk of depressive symptoms than those who ate breakfast regularly (<xref ref-type="bibr" rid="B45">45</xref>). Few longitudinal studies have examined this relationship. However, a one-year prospective cohort study in China found that compared to adolescents who ate breakfast &#x2265;6 days per week, those who ate breakfast only 2&#x2013;5 days per week had a significantly higher risk of depressive symptoms (<italic>OR</italic> = 2.045), with an even greater risk for those eating breakfast &#x2264;1 day per week (<italic>OR</italic> = 2.722) (<xref ref-type="bibr" rid="B32">32</xref>). Similarly, a large-sample prospective study in the United States confirmed a positive association between breakfast and depressive symptoms (<xref ref-type="bibr" rid="B57">57</xref>). Moreover, skipping breakfast has been linked to an increased risk of suicidal ideation, planning, and attempts among adolescents in the United States and South Korea (<xref ref-type="bibr" rid="B58">58</xref>, <xref ref-type="bibr" rid="B59">59</xref>). Given these findings, promoting consistent breakfast consumption among adolescents is crucial for mental health.</p>
<p>This study found that 71.3%-83.4% of multi-ethnic Chinese adolescents consumed midnight snacks at least once in the past week, a significantly higher rate than that of Bangladeshi (16.6%) (<xref ref-type="bibr" rid="B36">36</xref>) and Palestinian (29.7%) adolescents (<xref ref-type="bibr" rid="B37">37</xref>). Additionally, our findings indicate a positive correlation between the frequency of midnight snacks consumption and the risk of depressive symptoms in both males and females. The risk of depressive symptoms increased when males consumed midnight snacks more than four days per week and females more than two day per week. This finding aligns with previous research indicating that midnight snacks are associated with a higher risk of depressive symptoms in adolescents (<xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B43">43</xref>). Similarly, children and adolescents in grades 1&#x2013;9 in Shanghai, China who ate before bedtime showed a significantly elevated risk of depressive symptoms (<xref ref-type="bibr" rid="B45">45</xref>). Turkish adolescents aged 13&#x2013;18 who ate after 10 PM were also more likely to experience depressive symptoms (<xref ref-type="bibr" rid="B42">42</xref>). Similarly, a longitudinal study in Montreal that followed Canadian adolescents from ages 12 to 17 found that nighttime eating was longitudinally associated with an increased risk of depressive symptoms (<italic>OR</italic> = 1.75) (<xref ref-type="bibr" rid="B35">35</xref>).</p>
<p>Our research data indicate the gender-specific thresholds for skipping breakfast and eating midnight snacks increase the risk of depressive symptoms, the possible explanations include Physiological and social-cultural factors. Meta-analysis shows that the gender difference for diagnoses of depression emerged earlier than previously thought, peaked in adolescence, but then declined and remained stable in adulthood (<xref ref-type="bibr" rid="B60">60</xref>). The Social Signal Transduction Theory posits that adolescent females are more sensitive to experiences of social-environmental adversity. Moreover, fluctuations in hormone levels can regulate the sensitivity of females to stress, as well as the structure and function of the brain, and their reactivity, which leads to a higher likelihood of depressive symptoms in adolescent females (<xref ref-type="bibr" rid="B61">61</xref>).</p>
<p>In this study, skipping breakfast and eating midnight snacks among multi-ethnic Chinese adolescents were longitudinally associated with depressive symptoms. Several mechanisms may explain this relationship. First, both behaviors negatively impact physical health, which serves as the foundation for mental well-being. Breakfast is a crucial meal of the day, providing essential energy and nutrients that contribute significantly to daily dietary intake. Breakfast typically includes grains, dairy products such as cheese or milk, and eggs. Whole grains are rich in several macronutrients, including magnesium (<xref ref-type="bibr" rid="B62">62</xref>); dairy products are excellent sources of Calcium, magnesium and vitamins (such as B<sub>2</sub>, B<sub>12</sub>, A), amino acids (such as proline, tyrosine, serine, lysine, valine, and leucine) (<xref ref-type="bibr" rid="B63">63</xref>); and eggs provide a high amount of choline (<xref ref-type="bibr" rid="B64">64</xref>). These nutrients may contribute positively to mental health. Consistently skipping breakfast can result in nutrient deficiencies, while frequent midnight snacks places excessive strain on the gastrointestinal tract, potentially leading to indigestion. Additionally, frequent midnight snacks can contribute to obesity, increasing the likelihood of adolescents entering a sub-health state. Research indicates that sub-health serves as a mediating factor in the relationship between dietary behaviors and depressive symptoms (<xref ref-type="bibr" rid="B65">65</xref>). Second, both skipping breakfast and eating midnight snacks can negatively impact sleep quality and even contribute to insomnia (<xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B66">66</xref>). Previous studies have suggested that night eating symptoms have a direct effect on the chronotype differences and insomnia and an indirect effect on disordered eating attitudes, by increasing insomnia scores (<xref ref-type="bibr" rid="B67">67</xref>). Midnight snacks keeps the stomach full, disrupts sleep, and is a significant predictor of depressive symptoms (<xref ref-type="bibr" rid="B68">68</xref>). Third, irregular eating habits, such as skipping breakfast and frequently eating midnight snacks, can disrupt the biological clock and lead to endocrine imbalances, which may further contribute to depressive symptoms (<xref ref-type="bibr" rid="B69">69</xref>). Fourth, most midnight snacks consumed by adolescents are ultra-processed foods that are easy to access and are significant predictors of depressive symptoms (<xref ref-type="bibr" rid="B70">70</xref>). Nighttime eating is also linked to food addiction (<xref ref-type="bibr" rid="B71">71</xref>). These foods&#x2014;such as sugar-sweetened beverages, processed meat, sweets, and snacks&#x2014;are frequently consumed, further increasing the risk of depressive symptoms in adolescents (<xref ref-type="bibr" rid="B23">23</xref>).</p>
<p>The data collected in this study were during the COVID-19 pandemic. Therefore, the depressive symptoms of adolescents might have been affected by COVID-19. A nationwide, multicenter, cross-sectional study in China revealed that the COVID-19 pandemic has exacerbated anxiety, depression, and sleep problems among people (<xref ref-type="bibr" rid="B72">72</xref>). Moreover, social isolation and reduced outdoor activities have emerged as significant risk factors for anxiety, depression, and insomnia (<xref ref-type="bibr" rid="B73">73</xref>). However, we have taken into account the impact of the COVID-19 pandemic on the participants&#x2019; depressive symptoms, and in the multivariate analysis model, we have adjusted for the COVID-19 pandemic.</p>
<p>Adolescent depression is a pressing global public health concern (<xref ref-type="bibr" rid="B74">74</xref>). It not only impacts adolescents&#x2019; well-being but also affects their long-term health and that of future generations (<xref ref-type="bibr" rid="B60">60</xref>). From a life-cycle perspective, as well as in terms of treatment effectiveness and health economics, preventing adolescent depression is crucial (<xref ref-type="bibr" rid="B1">1</xref>). The link between adolescent dietary behaviors and depressive symptoms has garnered increasing attention (<xref ref-type="bibr" rid="B75">75</xref>). Research suggests that dietary interventions can effectively prevent depression or serve as an alternative or adjunct therapy (<xref ref-type="bibr" rid="B76">76</xref>). Therefore, the habits of skipping breakfast and eating midnight snacks among multi-ethnic adolescents in China require attention. Effective health education and behavioral interventions should be implemented to correct these unhealthy eating patterns. Adolescents should be encouraged to eat a balanced breakfast regularly, maintain consistent meal timing, and develop healthy dietary habits to support mental well-being.</p>
<p>Emerging evidence suggests a bidirectional relationship between dietary behaviors and depressive symptoms among adolescents. Specifically, depressive symptoms may adversely influence eating behaviors, leading to poorer nutritional choices (<xref ref-type="bibr" rid="B77">77</xref>). Empirical research supports this association, demonstrating a significant link between depression and uncontrolled eating behaviors (<italic>&#x3b2;</italic> = 0.61) (<xref ref-type="bibr" rid="B78">78</xref>). Consistent with these findings, a Brazilian study involving college students revealed that elevated depressive symptom scores were correlated with increased consumption of hyperpalatable foods, indicating a preference for energy-dense, nutrient-poor diets (<xref ref-type="bibr" rid="B79">79</xref>). Further corroborating this trend, an Indian longitudinal study observed that adolescents with depressive symptoms exhibited a higher propensity for unhealthy dietary practices, subsequently elevating their risk of weight gain (<xref ref-type="bibr" rid="B80">80</xref>). We will further explore the association of depressive symptoms with breakfast and midnight snacks in China multi-ethnic adolescents.</p>
<p>This study has several strengths. First, it explored the longitudinal relationship between breakfast and midnight snacks behaviors and depressive symptoms among multi-ethnic adolescents in China, reducing the risk of spurious correlations often found in cross-sectional studies. Our research findings hold practical value for developing intervention strategies aimed at modifying unhealthy dietary behaviors among multi-ethnic adolescents in Yunnan Province, fostering healthy eating habits, and promoting psychological well-being. Second, this is the first study to examine the breakfast and midnight snacks habits of multi-ethnic adolescents in Yunnan, China, and their impact on depressive symptoms, addressing a gap in existing research on this population.</p>
<p>This study has some limitations. First, self-reported questionnaires used to assess dietary behaviors and depressive symptoms may introduce recall bias or social desirability bias, particularly among adolescents. throughout the study, we implemented several strategies to mitigate such biases. Second, the study focuses only on the frequency of breakfast and midnight snacks consumption while ignoring critical factors like the nutritional content of breakfast and the type of midnight snacks, limiting the interpretation of whether associations stem from quantity or quality, which may limit the precision of the analysis. Third, although the study adjusted for confounders such as demographics and lifestyle factors, it omitted other relevant variables (e.g., family dietary habits, peer influence, specific nutrient deficiencies), which may leave residual confounding. Fourth, this study has a limited sample size and was conducted only in specific regions of Yunnan Province, which may not fully represent all Yunnan. Consequently, the generalizability and application of the findings are constrained.</p>
</sec>
<sec id="s5" sec-type="conclusions">
<title>Conclusion</title>
<p>In conclusion, our longitudinal data indicate that skipping breakfast and eating midnight snacks are significant predictors of depressive symptoms among multi-ethnic adolescents in China. These findings underscore the importance of implementing school-based health education and behavioral interventions. By guiding students to adopt healthy dietary habits&#x2014;such as eating breakfast regularly and avoiding midnight snacks&#x2014;depressive symptoms can be prevented and improved, ultimately promoting better health among multi-ethnic adolescents in China.</p>
</sec>
</body>
<back>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s7" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The study was approved by the Ethics Committee of School of Medicine, Kunming University (approval number: 20210222). The studies were conducted in accordance with the local legislation and institutional requirements. Written informed consent for participation in this study was provided by the participants&#x2019; legal guardians/next of kin.</p>
</sec>
<sec id="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>HX: Funding acquisition, Investigation, Methodology, Project administration, Supervision, Writing &#x2013; original draft. GZ: Data curation, Writing &#x2013; review &amp; editing. ZL: Investigation, Writing &#x2013; review &amp; editing. XX: Investigation, Writing &#x2013; review &amp; editing. DH: Investigation, Writing &#x2013; review &amp; editing. JY: Investigation, Writing &#x2013; review &amp; editing. JJ: Data curation, Writing &#x2013; review &amp; editing. XZ: Data curation, Writing &#x2013; review &amp; editing.</p>
</sec>
<sec id="s9" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research and/or publication of this article. This work was supported by the National Natural Science Foundation of China (82160622), the Young Talents Special Project of &#x201c;Xingdian Talent Support Plan&#x201d; in Yunnan Province (XDYC-QNRC-2022-0289) and Yunnan Fundamental Research Projects (202501AT070481).</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We would like to thank the participants of the behavior and sub-health study in Yunnan adolescents (BSSYA).</p>
</ack>
<sec id="s10" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s11" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If&#xa0;you identify any issues, please contact us.</p>
</sec>
<sec id="s12" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors&#xa0;and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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