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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Nutr.</journal-id>
<journal-title>Frontiers in Nutrition</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Nutr.</abbrev-journal-title>
<issn pub-type="epub">2296-861X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnut.2022.1058190</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Nutrition</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Consumption of sugar-sweetened beverages and fast foods deteriorates adolescents&#x00027; mental health</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Ra</surname> <given-names>Jin Suk</given-names></name>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1716348/overview"/>
</contrib>
</contrib-group>
<aff><institution>College of Nursing, Chungnam National University</institution>, <addr-line>Daejeon</addr-line>, <country>South Korea</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Cain Craig Truman Clark, Coventry University, United Kingdom</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Ana Ruivo Alves, University of Beira Interior, Portugal; Maryam Amini, National Nutrition and Food Technology Research Institute, Iran</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Jin Suk Ra &#x02709; <email>jinsukra&#x00040;cnu.ac.kr</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Nutrition, Psychology and Brain Health, a section of the journal Frontiers in Nutrition</p></fn></author-notes>
<pub-date pub-type="epub">
<day>22</day>
<month>12</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>9</volume>
<elocation-id>1058190</elocation-id>
<history>
<date date-type="received">
<day>30</day>
<month>09</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>05</day>
<month>12</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2022 Ra.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Ra</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>Sugar-sweetened beverage (SSB) and fast-food consumption is significantly associated with adolescents&#x00027; poor mental health. Furthermore, sugar-sweetened beverage and fast-food consumption might form clustered diet patterns with significant positive associations in adolescent high school students. Thus, the combined consumption of SSBs and fast foods may have more negative effects on mental health with synergetic effects than the sum of their independent consumption.</p>
</sec>
<sec>
<title>Methods</title>
<p>This study aimed to identify the effects of combining the consumption of sugar-sweetened beverages and fast foods on mental health, including stress, depressive symptoms, and suicidal ideation among Korean high school students. Secondary data from 24,006 high school students were analyzed from the 17th Korea Youth Risk Behavior Web-based Survey, 2021. For statistical analysis, complex sampling analysis using the SPSS Statistics 26.0 software was applied for descriptive statistics and logistic regression analysis.</p>
</sec>
<sec>
<title>Results</title>
<p>In Korean adolescents, combining more than medium consumption of sugar-sweetened beverages and fast foods was associated with more stress, depressive symptoms, and suicidal ideation than their independent consumption. In addition, combining high consumption of sugar-sweetened beverages and low to high consumption of fast foods might have dose-dependent negative effects on stress, depressive symptoms, and suicidal ideation in Korean adolescents.</p>
</sec>
<sec>
<title>Discussion</title>
<p>Based on the results of this study, healthcare providers in schools and communities might develop various interventions including school/community-based feeding programs and policies targeting the restriction of SSB and fast-food consumption to improve adolescents&#x00027; mental health.</p>
</sec></abstract>
<kwd-group>
<kwd>adolescent</kwd>
<kwd>sugar-sweetened beverages</kwd>
<kwd>fast foods</kwd>
<kwd>suicidal ideation</kwd>
<kwd>psychological stress</kwd>
<kwd>depression</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="4"/>
<equation-count count="0"/>
<ref-count count="45"/>
<page-count count="10"/>
<word-count count="6117"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Adolescence is considered a significant period for establishing independent diet patterns from parents that last for a lifetime (<xref ref-type="bibr" rid="B1">1</xref>). Adolescents in high school spend the day at school, where they might be prone to consuming sugar-sweetened beverages (SSBs, e.g., soda, fruit-flavored drinks, sports drinks) and fast foods (e.g., hamburgers, pizza) <italic>via</italic> cafeterias and vending machines (<xref ref-type="bibr" rid="B2">2</xref>). In addition, high school students tend to eat at fast-food restaurants with their friends as a convenient place to spend their leisure time (<xref ref-type="bibr" rid="B3">3</xref>). Studies have reported that 63% of adolescents in the USA consumed SSBs at least once a day, while approximately 94% of Korean high school students consumed SSBs at least once a week, and approximately 40% of them consumed SSBs more than once a day (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B5">5</xref>). In addition, according to a global school-based survey, adolescents consumed fast foods an average of 1.05 times a week (<xref ref-type="bibr" rid="B6">6</xref>). Based on national data in 2019, 82.5% of Korean adolescents consumed fast foods more than once a week (<xref ref-type="bibr" rid="B7">7</xref>). Thus, frequent SSB and fast-food consumption is a widespread diet pattern among adolescents (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B8">8</xref>).</p>
<p>Regarding physical health, frequent SSB and fast-food consumption was significantly associated with developing obesity and metabolic syndromes, such as type 2 diabetes and dyslipidemia (<xref ref-type="bibr" rid="B9">9</xref>&#x02013;<xref ref-type="bibr" rid="B11">11</xref>). In addition, SSB and fast-food consumption were associated with adolescents&#x00027; poor mental health, including stress, depression, and suicidality (<xref ref-type="bibr" rid="B12">12</xref>&#x02013;<xref ref-type="bibr" rid="B15">15</xref>). Adolescence is a developmental period with more mental health problems than in other developmental periods. Thus, dietary behaviors that are potentially associated with mental health are important in preventing mental health problems in adolescents (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B16">16</xref>). Moreover, Korean high school students may have poor mental health with decreased resilience against stressors due to increased academic competition and a social climate that demands higher academic performance (<xref ref-type="bibr" rid="B17">17</xref>). In this context, reducing the consumption of SSBs and fast foods as unhealthy diet behaviors may be important for improving Korean adolescents&#x00027; mental health. However, in a previous study of adolescents from 32 countries, the significance of the association between SSB and fast-food consumption and mental health varied (<xref ref-type="bibr" rid="B13">13</xref>). Liu et al. (<xref ref-type="bibr" rid="B18">18</xref>) proposed that the inconsistent findings were associated with ethnicity and the definitions of consumption of diet and mental health. Thus, the association between SSB and fast-food consumption and mental health should be evaluated in Korean adolescents.</p>
<p>Furthermore, SSB and fast-food consumption might form clustered diet patterns with significant positive associations in adolescent high school students (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B19">19</xref>). According to Kang et al. (<xref ref-type="bibr" rid="B20">20</xref>), combining lifestyle behaviors may present neutralized or synergistic effects on health. Thus, the combined consumption of SSBs and fast foods may have more negative effects on mental health with synergetic effects than the sum of their independent consumption. Thus, hypothesis of this study was that combined consumption of SSBs and fast foods would have more negative effects on mental health of adolescent high school students than their independent consumption. However, considering the multi-dimensional effects of covariates, identifying the effects of the combined consumption of SSBs and fast foods on mental health in adolescents was limited. Nevertheless, the significance of their effects on mental health differed according to controlled covariates in adolescents (<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B22">22</xref>).</p>
<p>According to the biopsychosocial model proposed by Engel (<xref ref-type="bibr" rid="B23">23</xref>), individuals&#x00027; health was influenced by biological (e.g., age, sex), social (e.g., socioeconomic status of the family), and psychological factors (e.g., mood, health behaviors). The biopsychosocial model is an appropriate framework for understanding the interactive influence of these three factors on individual health. It encourages a comprehensive understanding of individuals&#x00027; unique characteristics associated with their health statuses (<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B24">24</xref>). In the literature review, as covariates, associated factors of adolescents&#x00027; mental health were: sex (<xref ref-type="bibr" rid="B25">25</xref>) and sleep satisfaction (<xref ref-type="bibr" rid="B25">25</xref>) in biological factors; grade (<xref ref-type="bibr" rid="B25">25</xref>), academic achievement (<xref ref-type="bibr" rid="B25">25</xref>), living with family members (<xref ref-type="bibr" rid="B25">25</xref>), family&#x00027;s socioeconomic status (<xref ref-type="bibr" rid="B25">25</xref>), type of school (<xref ref-type="bibr" rid="B25">25</xref>), and area of residential location in social factors (<xref ref-type="bibr" rid="B25">25</xref>); and perceived health status (<xref ref-type="bibr" rid="B26">26</xref>), perceived body shape (<xref ref-type="bibr" rid="B27">27</xref>), skipping breakfast (<xref ref-type="bibr" rid="B28">28</xref>), screen-based sedentary time (<xref ref-type="bibr" rid="B29">29</xref>), moderate and vigorous physical activity (<xref ref-type="bibr" rid="B30">30</xref>), current smoking consumption (<xref ref-type="bibr" rid="B25">25</xref>), current alcohol consumption (<xref ref-type="bibr" rid="B25">25</xref>), the experience of sexual intercourse (<xref ref-type="bibr" rid="B31">31</xref>), and experience of substance use (<xref ref-type="bibr" rid="B25">25</xref>) in psychological factors. Thus, this study aimed to identify the effects of combining the consumption of SSBs and fast foods on mental health, including stress, depressive symptoms, and suicidal ideation of Korean high school students, who participated in the 17th Korea Youth Risk Behavior Web-based Survey (KYRBS), after controlling for covariates.</p>
</sec>
<sec sec-type="materials and methods" id="s2">
<title>Materials and methods</title>
<sec>
<title>2.1 Research design and sample</title>
<p>Using a cross-sectional study design, secondary data analysis was performed on the data obtained from the 17<sup><italic>th</italic></sup> KYRBS, 2021, a national survey of middle and high school students. A total of 59,426 students were recruited from 800 schools across 17 provinces of South Korea, and 54,848 adolescents (92.9%) participated in the survey. As inclusion criteria of the sample, high school students who answered questions regarding outcome, independent variables, and covariates were included Thus, data from 24,006 high school students who answered questions on mental health (stress, depressive symptoms, and suicidal ideation); SSB and fast-food consumption; and covariates (biological, social, and psychosocial factors potentially associated with mental health) were analyzed in this study.</p>
</sec>
<sec>
<title>2.2 Measurements</title>
<sec>
<title>2.2.1 Outcome variables</title>
<sec>
<title>2.2.1.1 Stress</title>
<p>Stress was evaluated with a single item assessing participants&#x00027; usual experience of stress levels. The response was classified into &#x0201C;with stress&#x0201D; (including <italic>not so much, a little, often</italic>, and <italic>very often</italic>) and &#x0201C;without stress&#x0201D; (including <italic>not at all</italic>).</p>
</sec>
<sec>
<title>2.2.1.2 Depressive symptoms</title>
<p>Depressive symptoms were evaluated with a single item assessing participants&#x00027; experience of a sense of sadness or hopelessness in the last 12 months. The response was classified into &#x0201C;with depressive symptoms&#x0201D; or &#x0201C;without depressive symptoms.&#x0201D;</p>
</sec>
<sec>
<title>2.2.1.3 Suicidal ideation</title>
<p>Suicidal ideation was evaluated with a single item assessing whether participants seriously considered suicide within the last 12 months. The response was classified into &#x0201C;with suicidal ideation&#x0201D; or &#x0201C;without suicidal ideation.&#x0201D;</p>
</sec>
</sec>
<sec>
<title>2.2.2 Independent variables</title>
<sec>
<title>2.2.2.1 SSB consumption</title>
<p>SSB consumption was assessed using two items evaluating daily consumption of soda and other sweetened drinks in the last seven days. According to the response scale, the frequency of SSB consumption was converted into times per week (e.g., 3&#x02013;4 times a week = 3.5 times a week, once daily = 7 times a week) for each soda and other sweetened drinks, respectively. Thereafter, the frequency of SSB consumption was calculated by adding the converted values (times per week) for each soda and other sweetened drinks. Finally, the frequency of SSB consumption was classified into three quartile groups (first quartile (Q1) = low consumption, second quartile (Q2) = medium consumption, third quartile (Q3) = high consumption).</p>
</sec>
<sec>
<title>2.2.2.2 Fast-food consumption</title>
<p>Fast-food consumption was assessed using a single item assessing participants&#x00027; daily consumption of fast foods in the last seven days. According to the response scale, the frequency of fast-food consumption was converted into times per week (e.g., 3&#x02013;4 times a week = 3.5 times a week, once daily = 7 times a week). Finally, the frequency of fast-food consumption was classified into three quartile groups (first quartile (Q1) = low consumption, second quartile (Q2) = medium consumption, third quartile (Q3) = high consumption).</p>
</sec>
</sec>
<sec>
<title>2.2.3 Covariates</title>
<p>The questions used to assess biological, social, and psychological factors of covariates and their responses are given in <xref ref-type="table" rid="T1">Table 1</xref>.</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p> Measurement of covariates.</p></caption>
<table frame="box" rules="all">
<thead>
<tr style="background-color:#919497; color:#ffffff;">
<th valign="top" align="left"><bold>Variables</bold></th>
<th valign="top" align="center"><bold>Measurement</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="2" style="background-color:#e0e1e3"><bold>Biological factors</bold></td>
</tr>
<tr>
<td valign="top" align="left">Sex</td>
<td valign="top" align="center">Boys or girls</td>
</tr>
<tr>
<td valign="top" align="left">Sleep satisfaction</td>
<td valign="top" align="center">Assessed with a single question regarding sleep satisfaction in the last 7 days. Responses were classified into dissatisfied (very dissatisfied and dissatisfied) or satisfied (very satisfied and satisfied)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2" style="background-color:#e0e1e3"><bold>Social factors</bold></td>
</tr>
<tr>
<td valign="top" align="left">Grade</td>
<td valign="top" align="center">1st, 2nd, or 3rd</td>
</tr>
<tr>
<td valign="top" align="left">Academic achievement</td>
<td valign="top" align="center">Assessed with a single question regarding perceived academic achievement. Response were classified into high, middle (including upper-middle, middle, lower-middle), or low</td>
</tr>
<tr>
<td valign="top" align="left">Living with family members</td>
<td valign="top" align="center">Assessed with a single question regarding living with family members. Response were classified into yes or no (living with others, but family)</td>
</tr>
<tr>
<td valign="top" align="left">Family&#x00027;s socioeconomic status</td>
<td valign="top" align="center">Assessed with a single question regarding perceived socioeconomic status of family. Response were classified into high, middle (including upper-middle, middle, lower-middle), or low</td>
</tr>
<tr>
<td valign="top" align="left">Type of school</td>
<td valign="top" align="center">Specialized high school or general high school</td>
</tr>
<tr>
<td valign="top" align="left">Area of residential location</td>
<td valign="top" align="center">Metropolis, middle-sized city, or rural area</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2" style="background-color:#e0e1e3"><bold>Psychological factors</bold></td>
</tr>
<tr>
<td valign="top" align="left">Perceived health status</td>
<td valign="top" align="center">Assessed with a single question regarding perceived health status. Responses were classified into healthy (very healthy and healthy), fair, or unhealthy (very unhealthy and unhealthy)</td>
</tr>
<tr>
<td valign="top" align="left">Perceived body shape</td>
<td valign="top" align="center">Assessed with a single question regarding perceived body shape. Responses were classified into being fat (very and slightly fat), in average (not fat and not skinny), or skinny (very and slightly skinny)</td>
</tr>
<tr>
<td valign="top" align="left">Skipping breakfast</td>
<td valign="top" align="center">Assessed with a single question regarding days of having breakfasts in the last 7 days. Responses were classified into yes (0&#x02013;6 days of having breakfast with days of skipping breakfast) or no (7 days of having breakfast without days of skipping breakfast)</td>
</tr>
<tr>
<td valign="top" align="left">Screen-based sedentary time</td>
<td valign="top" align="center">Assessed with a single question regarding average hours or minutes, a day with screen-based sedentary activities (watching TV, playing video games, using the internet, except for learning purpose). Responses were classified into &#x02265;2 h or &#x0003C;2 h a day</td>
</tr>
<tr>
<td valign="top" align="left">Moderate and vigorous physical activity</td>
<td valign="top" align="center">Assessed with two questions regarding number of days for moderate and vigorous physical activity in the last 7 days. Responses were classified into &#x02265; 3 days or &#x0003C;3 days a day based on the physical activity guideline for Korean, 2013</td>
</tr>
<tr>
<td valign="top" align="left">Current smoking consumption</td>
<td valign="top" align="center">Assessed with a single question regarding smoking consumption experiences (days) in the last 30 days. Responses were classified into yes (&#x02265;1&#x02013;2 days) or no (never)</td>
</tr>
<tr>
<td valign="top" align="left">Current alcohol consumption</td>
<td valign="top" align="center">Assessed with a single question regarding alcohol consumption experiences (days) in the last 30 days. Responses were classified into yes (&#x02265;1&#x02013;2 days) or no (never)</td>
</tr>
<tr>
<td valign="top" align="left">Experience of sexual intercourse</td>
<td valign="top" align="center">Assessed with a single question regarding experience of sexual intercourse. Available responses were yes or no</td>
</tr>
<tr>
<td valign="top" align="left">Experience of substance use</td>
<td valign="top" align="center">Assessed with a single question regarding habitual use of substance except for therapeutic purpose. Available responses were yes or no</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec>
<title>2.3 Ethical considerations</title>
<p>Since a secondary data analysis was conducted using the 17<sup><italic>th</italic></sup> KYRBS, 2021, this study was exempted from the Institutional Review Board&#x00027;s (IRB) review (Approval no. 202209-SB-121-01).</p>
</sec>
<sec>
<title>2.4 Statistical analysis</title>
<p>Following the guidelines proposed by the 17<sup><italic>th</italic></sup> KYRBS, 2021, a complex sampling analysis was performed using SPSS, version 26.0 (IBM, Armonk, NY, USA). As a first step of the complex sampling analysis, an analysis plan file was created with adjusting strata, clustering, and weight of samples. Then, descriptive and logistic analysis in the complex sampling analysis was conducted with the analysis plane file. The descriptive statistics were applied to analyze the prevalence (frequency and percentage) of stress, depressive symptoms, suicidal ideation, SSB and fast-food consumption, and covariates. To identify the effects of combining consumption of SSBs and fast foods on stress, depressive symptoms, and suicidal ideation, the logistic regression analysis in the complex analysis was applied.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec>
<title>3.1 Prevalence of stress, depressive symptoms, suicidal ideation, and SSB and fast-food consumption</title>
<p>Of the participants, 82.5% reported that they had experienced stress, while 27.4% had experienced depressive symptoms (sense of sadness or hopelessness) in the last 12 months. Moreover, 11.9% reported having suicidal ideation during the last 12 months (<xref ref-type="table" rid="T2">Table 2</xref>).</p>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p> Prevalence of stress, depressive symptoms, suicidal ideation, and sugar-sweetened beverage and fast-food consumption (<italic>N</italic> = 24,006).</p></caption>
<table frame="box" rules="all">
<thead>
<tr style="background-color:#919497; color:#ffffff;">
<th valign="top" align="left"><bold>Variables</bold></th>
<th valign="top" align="left"><bold>Categories</bold></th>
<th valign="top" align="center"><bold><italic>n</italic> (%)</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="3" style="background-color:#e0e1e3"><bold>Mental health</bold></td>
</tr>
<tr>
<td valign="top" align="left">Stress</td>
<td valign="top" align="left">With</td>
<td valign="top" align="center">19,806 (82.5)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Without</td>
<td valign="top" align="center">4,200 (17.5)</td>
</tr>
<tr>
<td valign="top" align="left">Depressive symptoms</td>
<td valign="top" align="left">With</td>
<td valign="top" align="center">6,579 (27.4)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Without</td>
<td valign="top" align="center">17,427 (72.6)</td>
</tr>
<tr>
<td valign="top" align="left">Suicidal ideation</td>
<td valign="top" align="left">With</td>
<td valign="top" align="center">2,852 (11.9)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Without</td>
<td valign="top" align="center">21,154 (88.1)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="3" style="background-color:#e0e1e3"><bold>Independent consumption of sugar-sweetened beverages and fast-foods</bold></td>
</tr>
<tr>
<td valign="top" align="left">Sugar-sweetened beverage consumption</td>
<td valign="top" align="left">Q1 (low)</td>
<td valign="top" align="center">8,917 (37.1)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Q2 (medium)</td>
<td valign="top" align="center">9,855 (41.1)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Q3 (high)</td>
<td valign="top" align="center">5,234 (21.8)</td>
</tr>
<tr>
<td valign="top" align="left">Fast-food consumption</td>
<td valign="top" align="left">Q1 (low)</td>
<td valign="top" align="center">17,301 (71.8)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Q2 (medium)</td>
<td valign="top" align="center">5,321 (22.3)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Q3 (high)</td>
<td valign="top" align="center">1,384 (5.9)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="3" style="background-color:#e0e1e3"><bold>Combining consumption of sugar-sweetened beverages and fast-foods</bold></td>
</tr>
<tr>
<td valign="top" align="left">Sugar-sweetened beverage consumption</td>
<td valign="top" align="left">Fast-food consumption</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Q1 (low)</td>
<td valign="top" align="left">Q1 (low)</td>
<td valign="top" align="center">7,553 (31.5)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Q2 (medium)</td>
<td valign="top" align="center">1,225 (5.1)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Q3 (high)</td>
<td valign="top" align="center">139 (0.6)</td>
</tr>
<tr>
<td valign="top" align="left">Q2 (medium)</td>
<td valign="top" align="left">Q1 (low)</td>
<td valign="top" align="center">6,993 (29.1)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Q2 (medium)</td>
<td valign="top" align="center">2,420 (10.1)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Q3 (high)</td>
<td valign="top" align="center">442 (1.8)</td>
</tr>
<tr>
<td valign="top" align="left">Q3 (high)</td>
<td valign="top" align="left">Q1 (low)</td>
<td valign="top" align="center">2,755 (11.5)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Q2 (medium)</td>
<td valign="top" align="center">1,676 (7.0)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Q3 (high)</td>
<td valign="top" align="center">803 (3.3)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="3" style="background-color:#e0e1e3"><bold>Covariates</bold></td>
</tr>
<tr>
<td valign="top" align="left">Biological factors</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">Sex</td>
<td valign="top" align="left">Boys</td>
<td valign="top" align="center">12,441 (51.9)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Girls</td>
<td valign="top" align="center">11,565 (48.1)</td>
</tr>
<tr>
<td valign="top" align="left">Sleep satisfaction</td>
<td valign="top" align="left">Dissatisfied</td>
<td valign="top" align="center">12,137 (50.6)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Satisfied</td>
<td valign="top" align="center">11,869 (49.4)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="3" style="background-color:#e0e1e3"><bold>Social factors</bold></td>
</tr>
<tr>
<td valign="top" align="left">Grade</td>
<td valign="top" align="center">1st</td>
<td valign="top" align="center">8,175 (31.8)</td>
</tr>
<tr>
<td/>
<td valign="top" align="center">2nd</td>
<td valign="top" align="center">8,348 (33.8)</td>
</tr>
<tr>
<td/>
<td valign="top" align="center">3rd</td>
<td valign="top" align="center">7,483 (34.4)</td>
</tr>
<tr>
<td valign="top" align="left">Academic achievement</td>
<td valign="top" align="left">Low</td>
<td valign="top" align="center">8,915 (36.9)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Middle</td>
<td valign="top" align="center">7,839 (32.8)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">High</td>
<td valign="top" align="center">7,252 (30.3)</td>
</tr>
<tr>
<td valign="top" align="left">Living with family members</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">1,753 (6.4)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">No</td>
<td valign="top" align="center">22,253 (93.6)</td>
</tr>
<tr>
<td valign="top" align="left">Family&#x00027;s socioeconomic status</td>
<td valign="top" align="left">Low</td>
<td valign="top" align="center">3,430 (13.8)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Middle</td>
<td valign="top" align="center">12,411 (51.3)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">High</td>
<td valign="top" align="center">8,165 (34.9)</td>
</tr>
<tr>
<td valign="top" align="left">Type of school</td>
<td valign="top" align="left">Specialized high school</td>
<td valign="top" align="center">4,255 (16.5)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">General high school</td>
<td valign="top" align="center">19,751 (83.5)</td>
</tr>
<tr>
<td valign="top" align="left">Area of residential location</td>
<td valign="top" align="left">Metropolis</td>
<td valign="top" align="center">12,110 (50.5)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Middle sized city</td>
<td valign="top" align="center">10,430 (45.1)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Rural area</td>
<td valign="top" align="center">1,466 (4.4)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="3" style="background-color:#e0e1e3"><bold>Psychological factors</bold></td>
</tr>
<tr>
<td valign="top" align="left">Perceived health status</td>
<td valign="top" align="left">Unhealthy</td>
<td valign="top" align="center">2,563 (10.7)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Fair</td>
<td valign="top" align="center">6,372 (26.5)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Healthy</td>
<td valign="top" align="center">15,071 (62.8)</td>
</tr>
<tr>
<td valign="top" align="left">Perceived body shape</td>
<td valign="top" align="left">Being fat</td>
<td valign="top" align="center">9,661 (39.8)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">In average</td>
<td valign="top" align="center">8,575 (35.8)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Skinny</td>
<td valign="top" align="center">5,770 (24.4)</td>
</tr>
<tr>
<td valign="top" align="left">Skipping breakfast</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">13,280 (55.4)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">No</td>
<td valign="top" align="center">10,726 (44.6)</td>
</tr>
<tr>
<td valign="top" align="left">Screen-based sedentary time (a day)</td>
<td valign="top" align="left">&#x02265;2 h</td>
<td valign="top" align="center">19,530 (81.5)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">&#x0003C;2 h</td>
<td valign="top" align="center">4,476 (18.5)</td>
</tr>
<tr>
<td valign="top" align="left">Moderate and vigorous physical activity (a week)</td>
<td valign="top" align="left">&#x02265;3 days</td>
<td valign="top" align="center">8,396 (34.5)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">&#x0003C;3 days</td>
<td valign="top" align="center">15,610 (65.5)</td>
</tr>
<tr>
<td valign="top" align="left">Current smoking consumption</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">1,985 (8.1)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">No</td>
<td valign="top" align="center">22,021 (91.9)</td>
</tr>
<tr>
<td valign="top" align="left">Current alcohol consumption</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">3,864 (15.9)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">No</td>
<td valign="top" align="center">20,142 (84.1)</td>
</tr>
<tr>
<td valign="top" align="left">Experience of sexual intercourse</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">2,026 (8.4)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">No</td>
<td valign="top" align="center">21,980 (91.6)</td>
</tr>
<tr>
<td valign="top" align="left">Experience of substance use</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">195 (0.8)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">No</td>
<td valign="top" align="center">23,811 (99.2)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>n = unweighted, % = weighted.</p>
<p>Q1, first quantile; Q2, second quantile; Q3, third quantile.</p>
</table-wrap-foot>
</table-wrap>
<p>When the level of SSB and fast-food consumption was independently classified into Q1 (low)&#x02013;Q3 (high), 37.1, 41.1, and 21.8% of participants fell into Q1, Q2, and Q3, respectively. In addition, 71.8, 22.3, and 5.9% of participants fell into Q1, Q2, and Q3, respectively (<xref ref-type="table" rid="T2">Table 2</xref>).</p>
<p>Regarding combining SSB and fast-food consumption, 31.5% of the participants were in Q1 of SSB and fast-food consumption. In addition, 5.1% were in Q1 of SSB consumption and Q2 of fast-food consumption, and 0.6% were in Q1 of SSB consumption and Q3 of fast-food consumption. In addition, 29.1% of participants were in Q2 of SSB consumption and Q1 of fast-food consumption, 10.1% were in Q2 of SSB consumption and Q2 of fast-food consumption, and 1.8% were in Q2 of SSB consumption and Q3 of fast-food consumption. Finally, 11.5% of participants were in Q3 of SSB consumption and Q1 of fast-food consumption, 7.0% were in Q3 of SSB consumption and Q2 of fast-food consumption, and 3.3% were in Q3 of SSB consumption and Q3 of fast-food consumption (<xref ref-type="table" rid="T2">Table 2</xref>).</p>
</sec>
<sec>
<title>3.2 Effects of independent consumption of SSBs and fast foods on mental health in adolescents</title>
<p>Compared to Q1 of SSB consumption (reference), Q2 (Adjusted odds ratio [AOR] = 1.07, 95% confidence interval [CI] = 1.00&#x02013;1.14) and Q3 of SSB consumption were associated with increased stress (AOR = 1.20, 95% CI = 1.11&#x02013;1.29). In addition, Q3 of SSB consumption was associated with increased depressive symptoms (AOR = 1.19, 95% CI = 1.09&#x02013;1.30) and suicidal ideation (AOR = 1.18, 95% CI = 1.05&#x02013;1.32) compared to the reference (<xref ref-type="table" rid="T3">Table 3</xref>).</p>
<table-wrap position="float" id="T3">
<label>Table 3</label>
<caption><p> Effects of independent consumption of sugar-sweetened beverages and fast-foods on mental health in adolescents (<italic>N</italic> = 24,006).</p></caption>
<table frame="box" rules="all">
<thead>
<tr style="background-color:#919497; color:#ffffff;">
<th valign="top" align="left"><bold>Unhealthy lifestyle factors</bold></th>
<th/>
<th valign="top" align="center"><bold>Stress</bold></th>
<th valign="top" align="center"><bold>Depressive symptoms</bold></th>
<th valign="top" align="center"><bold>Suicidal ideation</bold></th>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="center" colspan="3"><bold>Adjusted odds ratio (95% confidence interval)</bold><sup>&#x02020;</sup></td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Sugar-sweetened beverage consumption</td>
<td valign="top" align="center">Q1 (low)</td>
<td valign="top" align="center">1.00</td>
<td valign="top" align="center">1.00</td>
<td valign="top" align="center">1.00</td>
</tr>
<tr>
<td/>
<td valign="top" align="center">Q2 (medium)</td>
<td valign="top" align="center">1.07 (1.00&#x02013;1.14)<sup>&#x0002A;</sup></td>
<td valign="top" align="center">1.05 (0.98&#x02013;1.13)</td>
<td valign="top" align="center">1.02 (0.92&#x02013;1.21)</td>
</tr>
<tr>
<td/>
<td valign="top" align="center">Q3 (high)</td>
<td valign="top" align="center">1.20 (1.11-1.29)<sup>&#x0002A;</sup></td>
<td valign="top" align="center">1.19 (1.09&#x02013;1.30)<sup>&#x0002A;</sup></td>
<td valign="top" align="center">1.18 (1.05&#x02013;1.32)<sup>&#x0002A;</sup></td>
</tr>
<tr>
<td valign="top" align="left">Fast-food consumption</td>
<td valign="top" align="center">Q1 (low)</td>
<td valign="top" align="center">1.00</td>
<td valign="top" align="center">1.00</td>
<td valign="top" align="center">1.00</td>
</tr>
<tr>
<td/>
<td valign="top" align="center">Q2 (medium)</td>
<td valign="top" align="center">1.05 (0.99&#x02013;1.12)</td>
<td valign="top" align="center">1.16 (1.08&#x02013;1.25)<sup>&#x0002A;</sup></td>
<td valign="top" align="center">0.99 (0.90&#x02013;1.09)</td>
</tr>
<tr>
<td/>
<td valign="top" align="center">Q3 (high)</td>
<td valign="top" align="center">1.11 (0.99&#x02013;1.25)</td>
<td valign="top" align="center">1.38 (1.21&#x02013;1.57)<sup>&#x0002A;</sup></td>
<td valign="top" align="center">1.05 (0.88&#x02013;1.26)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><sup>&#x02020;</sup>Adjusted for biological, social, and psychological factors associated with stress, depressive symptoms, suicidal ideation in adolescents.</p>
<p><sup>&#x0002A;</sup>p &#x0003C; 0.05.</p>
<p>Q1, first quantile (reference); Q2, second quantile; Q3, third quantile.</p>
</table-wrap-foot>
</table-wrap>
<p>Compared to Q1 of fast-food consumption (reference), Q2 of fast-food consumption was associated with increased depressive symptoms (AOR = 1.16, 95% CI = 1.08&#x02013;1.25), as was Q3 of fast-food consumption (AOR = 1.38, 95% CI = 1.21&#x02013;1.57) compared to the reference (<xref ref-type="table" rid="T3">Table 3</xref>).</p>
</sec>
<sec>
<title>3.3 Effects of combining consumption of SSBs and fast foods on mental health in adolescents</title>
<p>Combining Q1 of SSB consumption and Q3 of fast-food consumption was associated with increased depressive symptoms (AOR = 1.15, 95% CI = 1.01&#x02013;1.31) compared to combining Q1 of both SSB and fast-food consumption (reference). In addition, combining Q2 of both SSB and fast-food consumption was associated with increased stress (AOR = 1.18, 95% CI = 1.08&#x02013;1.30) compared to the reference. Combining Q2 of SSB consumption and Q3 of fast-food consumption was also associated with increased stress (AOR = 1.32, 95% CI = 1.07&#x02013;1.63) and depressive symptoms (AOR = 1.60, 95% CI = 1.29&#x02013;1.98) compared to the reference (<xref ref-type="table" rid="T4">Table 4</xref>).</p>
<table-wrap position="float" id="T4">
<label>Table 4</label>
<caption><p>Effects of combining consumption of sugar-sweetened beverages and fast-foods on mental health in adolescents (<italic>N</italic> = 24,006).</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr style="background-color:#919497; color:#ffffff;">
<th valign="top" align="left" colspan="2"><bold>Combining consumption of sugar-sweetened beverages and fast-foods</bold></th>
<th valign="top" align="center"><bold>Stress</bold></th>
<th valign="top" align="center"><bold>Depressive symptoms</bold></th>
<th valign="top" align="center"><bold>Suicidal ideation</bold></th>
</tr>
<tr>
<td valign="top" align="left"><bold>Sugar-sweetened beverage consumption</bold></td>
<td valign="top" align="left"><bold>Fast-food consumption</bold></td>
<td valign="top" align="left" colspan="2"><bold>Adjusted odds ratio (95% confidence interval)</bold><sup>&#x02020;</sup></td>
<td/>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Q1 (low)</td>
<td valign="top" align="left">Q1 (low)</td>
<td valign="top" align="center">1.00</td>
<td valign="top" align="center">1.00</td>
<td valign="top" align="center">1.00</td>
</tr>
<tr>
<td valign="top" align="left">Q1 (low)</td>
<td valign="top" align="left">Q2 (medium)</td>
<td valign="top" align="center">1.03 (0.91&#x02013;1.16)</td>
<td valign="top" align="center">1.12 (0.75&#x02013;1.65)</td>
<td valign="top" align="center">0.99 (0.83&#x02013;1.19)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Q3 (high)</td>
<td valign="top" align="center">0.91 (0.63&#x02013;1.32)</td>
<td valign="top" align="center">1.15 (1.01&#x02013;1.31)<sup>&#x0002A;</sup></td>
<td valign="top" align="center">0.53 (0.27&#x02013;1.04)</td>
</tr>
<tr>
<td valign="top" align="left">Q2 (medium)</td>
<td valign="top" align="left">Q1 (low)</td>
<td valign="top" align="center">1.03 (0.96&#x02013;1.11)</td>
<td valign="top" align="center">1.03 (0.95&#x02013;1.12)</td>
<td valign="top" align="center">0.99 (0.89&#x02013;1.11)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Q2 (medium)</td>
<td valign="top" align="center">1.18 (1.08&#x02013;1.30)<sup>&#x0002A;</sup></td>
<td valign="top" align="center">1.09 (0.93&#x02013;1.28)</td>
<td valign="top" align="center">1.04 (0.90&#x02013;1.19)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Q3 (high)</td>
<td valign="top" align="center">1.32 (1.07&#x02013;1.63)<sup>&#x0002A;</sup></td>
<td valign="top" align="center">1.60 (1.29&#x02013;1.98)<sup>&#x0002A;</sup></td>
<td valign="top" align="center">1.06 (0.79&#x02013;1.42)</td>
</tr>
<tr>
<td valign="top" align="left">Q3 (high)</td>
<td valign="top" align="left">Q1 (low)</td>
<td valign="top" align="center">1.15 (1.03&#x02013;1.30)<sup>&#x0002A;</sup></td>
<td valign="top" align="center">1.20 (1.08&#x02013;1.34)<sup>&#x0002A;</sup></td>
<td valign="top" align="center">1.18 (1.03&#x02013;1.34)<sup>&#x0002A;</sup></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Q2 (medium)</td>
<td valign="top" align="center">1.26 (1.15&#x02013;1.38)<sup>&#x0002A;</sup></td>
<td valign="top" align="center">1.36 (1.20&#x02013;1.54)<sup>&#x0002A;</sup></td>
<td valign="top" align="center">1.23 (1.11&#x02013;1.36)<sup>&#x0002A;</sup></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Q3 (high)</td>
<td valign="top" align="center">1.28 (1.09&#x02013;1.50)<sup>&#x0002A;</sup></td>
<td valign="top" align="center">1.59 (1.33&#x02013;1.91)<sup>&#x0002A;</sup></td>
<td valign="top" align="center">1.32 (1.06&#x02013;1.65)<sup>&#x0002A;</sup></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><sup>&#x02020;</sup>Adjusted for biological, social, and psychological factors associated with stress, depressive symptoms, suicidal idea in adolescents.</p>
<p><sup>&#x0002A;</sup>p &#x0003C; 0.05.</p>
<p>Q1, first quantile; Q2, second quantile; Q3, third quantile.</p>
<p>reference=combining Q1 of sugar-sweetened beverage consumption and Q1 of fast-food consumption.</p>
</table-wrap-foot>
</table-wrap>
<p>Combining Q3 of SSB consumption with Q1 and Q2 of fast-food consumption was associated with increased stress, depressive symptoms, and suicidal ideation. Combining Q3 of SSB consumption and Q1 of fast-food consumption was associated with a 1.15-fold increase in stress (95% CI = 1.03&#x02013;1.30), 1.20-fold increase in depressive symptoms (95% CI = 1.08&#x02013;1.34), and 1.18-fold increase in suicidal ideation (95% CI = 1.03&#x02013;1.34) compared to the reference. Combining Q3 of SSB consumption and Q2 of fast-food consumption was associated with a 1.26-fold increase in stress (95% CI = 1.15&#x02013;1.38), 1.36-fold increase in depressive symptoms (95% CI = 1.20&#x02013;1.54), and 1.23-fold increase in suicidal ideation (95% CI = 1.11&#x02013;1.36) compared to the reference. Finally, combining Q3 of both SSB and fast-food consumption was associated with a 1.28-fold increase in stress (95% CI = 1.09&#x02013;1.50), 1.59-fold increase in depressive symptoms (95% CI = 1.33&#x02013;1.91), and 1.32-fold increase in suicidal ideation (95% CI = 1.06&#x02013;1.65) compared to the reference (<xref ref-type="table" rid="T4">Table 4</xref>).</p>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>This study identified the effects of combining the consumption of SSBs and fast foods on stress, depressive symptoms, and suicidal ideation in adolescents in Korea. The results of this study indicate that more than medium consumption of SSBs or fast foods may lead to increased stress, depressive symptoms, and suicidal ideation in adolescents.</p>
<p>Previous studies also reported that frequent SSB and fast-food consumption were associated with increased stress, depressive symptoms, and suicidality in adolescents (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B32">32</xref>&#x02013;<xref ref-type="bibr" rid="B34">34</xref>). In a previous study of Korean adolescents (<xref ref-type="bibr" rid="B32">32</xref>), consumption of SSBs and fast foods more than 3&#x02013;4 times per week was associated with increased stress. Similarly, Yim et al. (<xref ref-type="bibr" rid="B34">34</xref>) reported that SSB consumption was associated with a 1.04-fold increase in stress. In addition, depressive symptoms increased with the consumption of SSBs and fast foods more than 1&#x02013;2 times a week (<xref ref-type="bibr" rid="B32">32</xref>). Furthermore, daily consumption of SSBs and fast foods was associated with a 1.37&#x02013;1.4 and 1.24&#x02013;1.50 times increase in the depression of Iranian adolescents, respectively (<xref ref-type="bibr" rid="B15">15</xref>). Regarding suicidal behaviors, consumption of SSBs more than thrice a day (<xref ref-type="bibr" rid="B13">13</xref>) and more than seven times a week was associated with increased suicide attempts (<xref ref-type="bibr" rid="B35">35</xref>). Frequent fast-food consumption was associated with a 1.31-fold increase in suicide attempts among adolescents (<xref ref-type="bibr" rid="B13">13</xref>). Thus, SSB and fast-food consumption may significantly affect adolescents&#x00027; mental health. According to Oliver et al. (<xref ref-type="bibr" rid="B36">36</xref>), higher emotional stress tends to have a significant association with increased consumption of sweeter and high-fat foods. Similarly, more severe depression might be associated with increased consumption of sweet and high-fat foods (<xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B38">38</xref>). Jacob et al. (<xref ref-type="bibr" rid="B13">13</xref>) proposed that SSB and fast-food consumption might promote suicidal ideation with increased vulnerability <italic>via</italic> high emotional stress and depression.</p>
<p>Regarding the relation between eating and emotions, individuals with emotional stress seek coping methods to minimize negative feelings due to tension. Eating may be the most common, simple, and least conscious behavior to cope with stressful situations (<xref ref-type="bibr" rid="B39">39</xref>); therefore, stress might induce increased appetite <italic>via</italic> activation of the nervous system (<xref ref-type="bibr" rid="B40">40</xref>). Arnow et al. (<xref ref-type="bibr" rid="B41">41</xref>) also reported that emotional triggers (negative emotions) could induce eating, regardless of physical hunger. Furthermore, as stress and depression are usually associated with eating (<xref ref-type="bibr" rid="B42">42</xref>), emotional eaters consume sweet and high-fat foods more frequently in response to stressors (<xref ref-type="bibr" rid="B43">43</xref>). Finally, emotional eating due to negative emotions could worsen mental health status <italic>via</italic> poor psychological wellbeing and emotion regulation (<xref ref-type="bibr" rid="B44">44</xref>). Thus, SSB and fast-food consumption and mental health could be interrelated. In this context, along with the decreased consumption of SSBs and fast foods, healthy coping methods to relieve negative emotions are suggested to prevent emotional eating, including frequent and increased consumption of SSBs and fast foods.</p>
<p>Combining more than medium consumption of SSBs and fast foods had a more significant association with increased stress, depressive symptoms, and suicidal ideation than their independent consumption in adolescents. In addition, combining high consumption of SSBs and low to high consumption of fast foods may have dose-dependent negative effects on stress, depressive symptoms, and suicidal ideation in adolescents. In a previous study, combining the consumption of caffeinated energy drinks and junk foods was more significantly associated with poor mental health than their independent consumption (<xref ref-type="bibr" rid="B14">14</xref>). Xu et al. (<xref ref-type="bibr" rid="B12">12</xref>) also reported that 40% of Chinese adolescents&#x00027; psychological symptoms may be associated with the combined consumption of SSBs and fast foods. Thus, combined consumption of SSBs and fast foods may present more negative dose-dependent effects with synergetic effects. In this context, health education in schools and communities should be provided to adolescents and their parents to restrict SSB and fast-food consumption. In addition, creating a school environment that restricts the sale of SSBs and fast foods, such as limits on installing SSB vending machines and fast-food sales in cafeterias, must be considered. Moreover, health drinks and snacks that can replace SSBs and fast foods should be suggested by healthcare providers in school. According to Rocha et al. (<xref ref-type="bibr" rid="B45">45</xref>), school-based nutrition education and feeding program targeting the prohibition of purchasing SSBs and fast foods and offering healthy foods can be a tool to promote a secure school food environment for adolescents&#x00027; health. Thus, for promoting the mental health of adolescents, the results of this study might provide evidence for developing school-based feeding programs targeting the restriction of SSB and fast-food consumption in schools and communities. In the field of public health, the independent and combined negative effects of SSB and fast-food consumption on mental health should be widely publicized, with policy proposals for decreased consumption to promote both the physical and mental health of adolescents. Accordingly, it is expected that the results of this study will serve as a starting point for social concerns and efforts to limit the consumption of SSBs and fast foods for preventing mental health problems in adolescents.</p>
<p>This study may contribute to strengthening the evidence for developing interventions aimed at decreasing SSB and fast-food consumption in adolescents. Nevertheless, this study had several limitations. First, SSB and fast-food consumption were assessed <italic>via</italic> drinking or eating days, without considering the total amount of consumption. Thus, further studies should evaluate adolescents&#x00027; total amount of SSB and fast-food consumption from all sources. Second, most variables in the 17<sup><italic>th</italic></sup> KYRBS, 2021, including variables in this study, were assessed using single questions. Thus, further studies should apply systematically developed instruments with sufficient validity and reliability to assess these variables more comprehensively. Third, due to its cross-sectional study design, this study could not identify the causal relationship between independent and outcome variables. Causal relationships among these variables may be verified using a longitudinal study. Fourth, this study involved only Korean high school students as participants; however, eating behaviors may differ with sociocultural background according to country. Thus, future studies should be performed with adolescents from various countries and cultures to draw relevant comparisons.</p>
</sec>
<sec sec-type="conclusions" id="s5">
<title>Conclusion</title>
<p>This study identified the effects of combining consumption of SSBs and fast foods on stress, depressive symptoms, and suicidal ideation among adolescents in Korean high schools. Combining more than medium consumption of SSBs and fast foods was associated with greater stress, depressive symptoms, and suicidal ideation than their independent consumption. In addition, high combined consumption of SSBs, with low to high consumption of fast foods, may have dose-dependent negative effects on stress, depressive symptoms, and suicidal ideation in adolescents. Based on the results of this study, healthcare providers in schools and communities should prioritize developing school/community-based feeding programs (for improving nutrition knowledge and secure food environments) and policies targeting the restriction of SSB and fast-food consumption to promote adolescent mental health.</p>
</sec>
<sec sec-type="data-availability" id="s6">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec sec-type="author-contributions" id="s7">
<title>Author contributions</title>
<p>JSR planned and carried out the entire research process, including the preparation of the article, data analysis, interpretation of results, and writing the manuscript.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="s8">
<title>Funding</title>
<p>This study was supported by the National Research Foundation in Korea (Grant Number: 2021R1A2C100682811).</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of interest</title>
<p>The author declares that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s9">
<title>Publisher&#x00027;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
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