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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.2024.1352889</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Psychiatry</subject>
<subj-group>
<subject>Brief Research Report</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Exploring suicide ideation in university students: sleep quality, social media, self-esteem, and barriers to seeking psychological help</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Landa-Blanco</surname>
<given-names>Miguel</given-names>
</name>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/940615"/>
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<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Romero</surname>
<given-names>Karol</given-names>
</name>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Caballero</surname>
<given-names>Ivin</given-names>
</name>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>G&#xe1;lvez-Pineda</surname>
<given-names>Ernesto</given-names>
</name>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>F&#xfa;nes-Henr&#xed;quez</surname>
<given-names>Mar&#xed;a Jos&#xe9;</given-names>
</name>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
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<contrib contrib-type="author">
<name>
<surname>Romero</surname>
<given-names>Rina</given-names>
</name>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
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</contrib-group>
<aff id="aff1">
<institution>School of Psychological Sciences, National Autonomous University of Honduras</institution>, <addr-line>Tegucigalpa</addr-line>, <country>Honduras</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Jean Marc Guile, University of Picardie Jules Verne, France</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Saeid Komasi, Mind GPS Institute, Iran</p>
<p>Daniela Polese, Sapienza University of Rome, Italy</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Miguel Landa-Blanco, <email xlink:href="mailto:miguel.landa@unah.edu.hn">miguel.landa@unah.edu.hn</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>05</day>
<month>04</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1352889</elocation-id>
<history>
<date date-type="received">
<day>15</day>
<month>12</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>18</day>
<month>03</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Landa-Blanco, Romero, Caballero, G&#xe1;lvez-Pineda, F&#xfa;nes-Henr&#xed;quez and Romero</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Landa-Blanco, Romero, Caballero, G&#xe1;lvez-Pineda, F&#xfa;nes-Henr&#xed;quez and Romero</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>The purpose of the current study is to analyze how variations in suicidal ideation scores can relate to sleep quality, social media consumption, self-esteem, and perceived barriers to seeking psychological help in a sample of university students in Honduras. A quantitative cross-sectional design was used. Self-reported data was collected from a non-random sample of 910 university students in Honduras; their average age was 24.03 years (<italic>SD</italic>=6.05). Most respondents were women (67%) with men accounting for 33% of the sample. Measurements included item 9 of the Patient Health Questionnaire-9, the Single-Item Sleep Quality Scale, Rosenberg&#x2019;s Self-Esteem Scale, Barriers to Seeking Psychological Help Scale for College Students, and a self-reported questionnaire on social media. In response to the query, &#x201c;Over the past two weeks, how frequently have you experienced thoughts that you would be better off dead or of hurting yourself?&#x201d; 54% (<italic>n</italic>=495) of participants indicated &#x201c;not at all&#x201d; 18% (<italic>n</italic>=168) reported &#x201c;several days&#x201d; 14% (<italic>n</italic>=129) responded &#x201c;more than half of the days&#x201d; and 13% (<italic>n</italic>=118) stated &#x201c;nearly every day&#x201d;. The results from the ordinal logistic regression model indicate that sleep quality and self-esteem serve as protective factors associated with decreased suicide ideation. At the same time, a higher number of social media platforms used per week and perceived barriers to seeking psychological help increase suicide ideation. Altogether, these variables explained 19% of the variance in suicidal ideation scores. Suicidal ideation is highly prevalent among the sampled university students.</p>
</abstract>
<kwd-group>
<kwd>suicide</kwd>
<kwd>sleep</kwd>
<kwd>social media</kwd>
<kwd>self-esteem</kwd>
<kwd>psychological help</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="66"/>
<page-count count="7"/>
<word-count count="3224"/>
</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">
<label>1</label>
<title>Introduction</title>
<p>Suicide remains a global public health concern, and its impact on university students is particularly alarming (<xref ref-type="bibr" rid="B1">1</xref>). The transition from adolescence to adulthood, coupled with the academic, social, and personal pressures associated with university life, places students at an elevated risk of experiencing mental health challenges (<xref ref-type="bibr" rid="B2">2</xref>), including suicidal thoughts (<xref ref-type="bibr" rid="B3">3</xref>). Suicidal ideation refers to contemplating self-harm or ending one&#x2019;s life, ranging from fleeting thoughts to detailed plans (<xref ref-type="bibr" rid="B4">4</xref>).</p>
<p>While extensive research has addressed suicide among university populations, the focus on specific cultural settings, such as Honduras, is limited (<xref ref-type="bibr" rid="B5">5</xref>). Countrywide data from 2022 indicates a suicide rate of 6.6 per 100,000 inhabitants, averaging 47 suicides monthly. Most victims fall within the age range of 15 to 24 years old (<xref ref-type="bibr" rid="B6">6</xref>). Although many factors influence suicidal ideation, the current study will focus on specific hypothetical predictors, including sleep quality (<xref ref-type="bibr" rid="B7">7</xref>), self-esteem (<xref ref-type="bibr" rid="B8">8</xref>), social media consumption (<xref ref-type="bibr" rid="B9">9</xref>), and perceived barriers to seeking psychological help (<xref ref-type="bibr" rid="B10">10</xref>).</p>
<p>For instance, sleep is a fundamental biological need, essential for physical and mental wellbeing. Beyond simply recharging our bodies, sleep plays a critical role in regulating emotions, processing information, and consolidating memories (<xref ref-type="bibr" rid="B11">11</xref>). A growing body of research highlights the intricate link between sleep and mental health (<xref ref-type="bibr" rid="B12">12</xref>). A recent study suggests that the relative influence of self-reported sleep quality is more strongly linked to mental and physical well-being than chronotype and sleep duration (<xref ref-type="bibr" rid="B13">13</xref>). Sleep disturbances serve as both a symptom and a risk factor for various mental health issues, including suicidal ideation (<xref ref-type="bibr" rid="B14">14</xref>). Previous meta-analysis revealed consistent positive associations between different forms of sleep disturbance (overall, insomnia, hypersomnia, and nightmares) and suicidal thoughts and behaviors (<xref ref-type="bibr" rid="B7">7</xref>).</p>
<p>Similarly, the role of self-esteem in mental health is pivotal, as it influences an individual&#x2019;s perception of their worth and competence across various domains (<xref ref-type="bibr" rid="B15">15</xref>). Self-esteem is a psychological concept involving an individual&#x2019;s subjective assessment of competence, worth, and significance across social, cognitive, and emotional aspects (<xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B17">17</xref>). Previous research suggests that self-esteem may serve as a protective factor for suicidal behaviors (<xref ref-type="bibr" rid="B18">18</xref>). Individuals with higher self-esteem tend to exhibit greater resilience, problem-solving skills, and social support (<xref ref-type="bibr" rid="B19">19</xref>&#x2013;<xref ref-type="bibr" rid="B21">21</xref>), making them less prone to experiencing thoughts of self-harm during challenging circumstances. Conversely, low self-esteem may be related to feelings of worthlessness, social isolation, and cognitive distortions (<xref ref-type="bibr" rid="B22">22</xref>&#x2013;<xref ref-type="bibr" rid="B25">25</xref>).</p>
<p>In a similar vein, exploring the intricate dynamics of social media consumption and its impact on mental health sheds light on another aspect of suicidal risk. The relationship between social media consumption and suicidal risk is complex and multifaceted. A recent study concluded that young individuals at risk of suicide who use the Internet for suicide-related reasons are more likely to have high levels of social anxiety. They primarily use the Internet to connect with others and find information (<xref ref-type="bibr" rid="B26">26</xref>). Factors such as social comparison (<xref ref-type="bibr" rid="B27">27</xref>), cyberbullying (<xref ref-type="bibr" rid="B28">28</xref>), and screen time (<xref ref-type="bibr" rid="B29">29</xref>) may contribute to an environment that may heighten the vulnerability of individuals to suicidal thoughts and behaviors. Moreover, increased exposure to negative messages promoting self-harm, along with the emulation of self-injurious behaviors observed online and the adoption of self-harming practices from shared videos, further amplify these risks. Notably, prolonged and problematic engagement on these platforms is linked to higher levels of distress, unmet mental health support needs, diminished self-rated mental health, and an increased likelihood of experiencing suicidal risk (<xref ref-type="bibr" rid="B30">30</xref>), including attempted suicide (<xref ref-type="bibr" rid="B9">9</xref>).</p>
<p>The complex interplay of factors contributing to suicide risk among university students underscores the necessity of targeted interventions and support mechanisms. An eight-country survey of college students concluded that only about a quarter of respondents expressed certainty in seeking treatment for future emotional issues. Among those hesitant to seek help, the most common reasons were the desire to handle the problem independently and the inclination to confide in friends or family. The preference to manage issues alone and feelings of embarrassment correlated with a decreased likelihood of seeking help (<xref ref-type="bibr" rid="B31">31</xref>).</p>
<p>It is worth noting that psychotherapy interventions are significantly effective in decreasing suicide intention (<xref ref-type="bibr" rid="B32">32</xref>). Specific profiles of students with elevated suicide risk, such as those with high internalizing and externalizing disorders and low social connectedness, may perceive more barriers to seeking psychological help (<xref ref-type="bibr" rid="B33">33</xref>). Therefore, resistance and perceived barriers to seeking psychological help may constitute a risk factor for suicide risk.</p>
<p>Identifying and addressing these barriers is essential for developing effective intervention strategies. Common barriers include stigma, fear of judgment, cultural differences, lack of awareness, mistrust, and concerns about confidentiality and the effectiveness of the treatment (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B35">35</xref>). By exploring these barriers, researchers and mental health professionals can tailor outreach and support efforts to address specific obstacles that may deter individuals from seeking help (<xref ref-type="bibr" rid="B36">36</xref>).</p>
<p>The purpose of the current study is to analyze how variations in suicidal ideation scores can relate to sleep quality, social media consumption, self-esteem, and perceived barriers to seeking psychological help in a sample of university students in Honduras. This research stems from a recognition of the limited existing literature on suicide ideation among university students in Honduras (<xref ref-type="bibr" rid="B5">5</xref>). While studies on mental health among this demographic are available (<xref ref-type="bibr" rid="B37">37</xref>), a comprehensive analysis articulating these key variables&#x2019; integration is notably absent. This study endeavors to bridge this gap by employing a multifaceted approach, which delves into the intricate interrelations among diverse factors contributing to suicidal ideation. An essential aspect of our research lies in incorporating attitudes toward seeking psychological help&#x2014;a crucial yet frequently overlooked topic when investigating mental health-related factors (<xref ref-type="bibr" rid="B38">38</xref>&#x2013;<xref ref-type="bibr" rid="B40">40</xref>).</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Participants</title>
<p>For the first trimester of 2023, The National Autonomous University of Honduras (UNAH), the country&#x2019;s biggest tertiary university based on student census, had 44,227 students enrolled in its central campus. At a 99% confidence level and a 5% margin of error, the minimum required sample size was calculated at 654 participants. However, this number was overachieved, as 910 undergraduate students in the UNAH completed the survey.</p>
<p>The participants were recruited through non-random sampling, using institutional emails and in-person campus visits to all main faculties (&gt;1,000 students). The instruments were administered online using Google Forms. Being 18 or older and being actively enrolled in the National Autonomous University of Honduras were considered inclusion criteria. The average age was 24.03 years (<italic>SD</italic>=6.05). Most respondents were women (67%; <italic>n</italic>=613), with men accounting for 33% (<italic>n</italic>=297) of the sample.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Instruments</title>
<sec id="s2_2_1">
<label>2.2.1</label>
<title>Patient health questionnaire-9</title>
<p>Suicide ideation was measured with the question, &#x201c;over the last 2 weeks, how often have you been bothered by thoughts that you would be better off dead, or of hurting yourself?&#x201d;, an item from the Patient Health Questionnaire- 9 (PHQ-9) (<xref ref-type="bibr" rid="B41">41</xref>). Responses for this item vary between 0 (&#x201c;not at all&#x201d;) to 3 (&#x201c;nearly every day&#x201d;), with higher scores indicating a higher frequency of suicidal ideation. This item of the PHQ-9 has been commonly used as a stand-alone measurement of suicidal ideation; there is evidence of its convergent validity with the widely used Mini-International Neuropsychiatric Interview suicidality module (<xref ref-type="bibr" rid="B42">42</xref>).</p>
</sec>
<sec id="s2_2_2">
<label>2.2.2</label>
<title>Single-item sleep quality scale</title>
<p>Sleep quality was measured by the Single-Item Sleep Quality Scale (SQS) (<xref ref-type="bibr" rid="B43">43</xref>), which states, &#x201c;During the past 7 days, how would you rate your sleep quality overall?&#x201d;, with responses varying from 0 (terrible) to 10 (excellent). Previous research has concluded that the SQS has a strong convergent validity with the Pittsburgh Sleep Quality Index and the Morning Questionnaire-Insomnia (MQI), as well as known-group validity and adequate test-retest reliability (<xref ref-type="bibr" rid="B43">43</xref>).</p>
</sec>
<sec id="s2_2_3">
<label>2.2.3</label>
<title>Rosenberg&#x2019;s self-esteem scale</title>
<p>The Rosenberg&#x2019;s Self-Esteem Scale was also included in the data collection process (<xref ref-type="bibr" rid="B44">44</xref>). This 10-item questionnaire is rated on a Likert-type response set varying between 1 (&#x201c;strongly disagree&#x201d;) to 4 (&#x201c;strongly agree&#x201d;), with total scores ranging from 10 (low self-esteem) to 40 (high self-esteem). In our sample, the Rosenberg&#x2019;s Self-Esteem Scale achieved adequate reliability, <italic>&#x3c9;</italic>=0.85, <italic>CI</italic> 95% [0.84; 0.86].</p>
</sec>
<sec id="s2_2_4">
<label>2.2.4</label>
<title>Barriers to seeking psychological help scale for college students</title>
<p>Additionally, respondents completed the Barriers to Seeking Psychological Help Scale for College Students, a 17-item questionnaire that uses a Likert-type response set (1=&#x201c; strongly disagree&#x201d;; 5=&#x201c; strongly agree&#x201d;) (<xref ref-type="bibr" rid="B10">10</xref>). Total summative scores range from 17 (low perceived barriers) to 85 (high perceived barriers). This questionnaire achieved adequate internal consistency in our study, <italic>&#x3c9;</italic>=0.93, <italic>CI</italic> 95% [0.92; 0.94].</p>
</sec>
<sec id="s2_2_5">
<label>2.2.5</label>
<title>Social media consumption</title>
<p>Respondents were also presented with a multiple-choice list of 10 social media platforms, and they were asked to mark all the platforms they use at least once a week; the sum of these marks constitutes the score of social media consumption. This methodology has been previously used to study social media usage in students of the National Autonomous University of Honduras (<xref ref-type="bibr" rid="B45">45</xref>).</p>
</sec>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Data analyses</title>
<p>Given the measurement level of the outcome variable, an ordinal logistic regression model was used to assess unidirectional relationships between suicidal ideation (independent variable), self-reported sleep quality, social media consumption, self-esteem, and perceived barriers to seeking mental health services, which were assigned as hypothetical predictors. This analysis was complemented with bivariate Spearman&#x2019;s correlation coefficients (<italic>rho</italic>). All hypotheses were tested at a 95% confidence level using Jamovi (<xref ref-type="bibr" rid="B46">46</xref>). All questions in the survey were required; therefore, no missing data was included in the study.</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Ethical considerations</title>
<p>The Research Ethics Committee of the Faculty of Social Sciences of the National Autonomous University of Honduras approved this study under registration CEIFCS-2023-P2.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<p>In response to the query, &#x201c;Over the past two weeks, how frequently have you experienced thoughts that you would be better off dead or of hurting yourself?&#x201d; 54% (<italic>n</italic>=495) of participants indicated &#x201c;not at all&#x201d; 18% (<italic>n</italic>=168) reported &#x201c;several days&#x201d; 14% (<italic>n</italic>=129) responded &#x201c;more than half of the days&#x201d; and 13% (<italic>n</italic>=118) stated &#x201c;nearly every day&#x201d;. Interval analysis of this question yielded a mean score of 0.86 (<italic>SD</italic>=1.09). The description of all variables included in the study can be seen in <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Descriptive statistics for the variables included in the study.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="bottom" align="left">Descriptive statistics</th>
<th valign="bottom" align="left">Suicidal ideation</th>
<th valign="bottom" align="left">Barriers to Seeking Psychological Help</th>
<th valign="bottom" align="left">Sleep Quality</th>
<th valign="bottom" align="left">Self-esteem</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="bottom" align="left">Mean</td>
<td valign="bottom" align="right">0.86</td>
<td valign="bottom" align="right">41.32</td>
<td valign="bottom" align="right">5.29</td>
<td valign="bottom" align="right">28.43</td>
</tr>
<tr>
<td valign="bottom" align="left">Standard Deviation</td>
<td valign="bottom" align="right">1.09</td>
<td valign="bottom" align="right">14.83</td>
<td valign="bottom" align="right">2.63</td>
<td valign="bottom" align="right">6.32</td>
</tr>
<tr>
<td valign="bottom" align="left">Mininum</td>
<td valign="bottom" align="right">0</td>
<td valign="bottom" align="right">17</td>
<td valign="bottom" align="right">1</td>
<td valign="bottom" align="right">10</td>
</tr>
<tr>
<td valign="bottom" align="left">Maximum</td>
<td valign="bottom" align="right">3</td>
<td valign="bottom" align="right">85</td>
<td valign="bottom" align="right">10</td>
<td valign="bottom" align="right">40</td>
</tr>
<tr>
<td valign="bottom" align="left">Skewness</td>
<td valign="bottom" align="right">0.89</td>
<td valign="bottom" align="right">0.31</td>
<td valign="bottom" align="right">0.14</td>
<td valign="bottom" align="right">-0.30</td>
</tr>
<tr>
<td valign="bottom" align="left">Kurtosis</td>
<td valign="bottom" align="right">-0.66</td>
<td valign="bottom" align="right">-0.46</td>
<td valign="bottom" align="right">-0.91</td>
<td valign="bottom" align="right">-0.43</td>
</tr>
<tr>
<td valign="bottom" align="left">25-percentil</td>
<td valign="bottom" align="right">0</td>
<td valign="bottom" align="right">29</td>
<td valign="bottom" align="right">3</td>
<td valign="bottom" align="right">24</td>
</tr>
<tr>
<td valign="bottom" align="left">50-percentil</td>
<td valign="bottom" align="right">0</td>
<td valign="bottom" align="right">41</td>
<td valign="bottom" align="right">5</td>
<td valign="bottom" align="right">29</td>
</tr>
<tr>
<td valign="bottom" align="left">75-percentil</td>
<td valign="bottom" align="right">2</td>
<td valign="bottom" align="right">52</td>
<td valign="bottom" align="right">7</td>
<td valign="bottom" align="right">33</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Higher mean scores indicate a higher variable intensity.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>A bivariate correlation analysis indicates that suicidal ideation is positively and significantly associated with perceived barriers to seeking psychological help (<italic>rho</italic>=0.35, <italic>p</italic>&lt;.001), while inversely related to self-esteem (<italic>rho</italic>=-0.49, <italic>p</italic>&lt;.001) and sleep quality (<italic>rho</italic>=-0.23, <italic>p</italic>&lt;.001); social media consumption is not correlated to suicidal ideation (<italic>rho</italic>=0.06, <italic>p</italic>=0.076). As a secondary analysis to our study, it is worth noting that barriers to seeking psychological help scores are inversely related to sleep quality (<italic>rho</italic>=-0.18, <italic>p</italic>&lt;.001) and self-esteem (<italic>rho</italic>=-0.33, <italic>p</italic>&lt;.001); there is also a positive correlation between self-esteem and sleep quality (<italic>rho</italic>=.30, <italic>p</italic>&lt;.001). Social media consumption did not significantly correlate with any of the variables included in the study, see <xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>.</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Bivariate correlations between variables.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Variable</th>
<th valign="middle" align="center">Statistic</th>
<th valign="middle" align="center">Suicidal ideation</th>
<th valign="middle" align="center">Sleep quality</th>
<th valign="middle" align="center">Social media consumption</th>
<th valign="middle" align="center">Barriers to seeking psychological help</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="bottom" rowspan="2" align="center">Sleep quality</td>
<td valign="bottom" align="center">
<italic>rho</italic>
</td>
<td valign="bottom" align="center">-0.23***</td>
<td valign="bottom" align="center">&#x2014;</td>
<td valign="bottom" align="center"/>
<td valign="bottom" align="center"/>
</tr>
<tr>
<td valign="bottom" align="center">
<italic>p-</italic>value</td>
<td valign="bottom" align="center">&lt;&#x2009;.001</td>
<td valign="bottom" align="center">&#x2014;</td>
<td valign="bottom" align="center"/>
<td valign="bottom" align="center"/>
</tr>
<tr>
<td valign="bottom" rowspan="2" align="center">Self-esteem</td>
<td valign="bottom" align="center">
<italic>rho</italic>
</td>
<td valign="bottom" align="center">-0.49***</td>
<td valign="bottom" align="center">0.30***</td>
<td valign="bottom" align="center">0.02</td>
<td valign="bottom" align="center">-0.33***</td>
</tr>
<tr>
<td valign="bottom" align="center">
<italic>p-</italic>value</td>
<td valign="bottom" align="center">&lt;&#x2009;.001</td>
<td valign="bottom" align="center">&lt;&#x2009;.001</td>
<td valign="bottom" align="center">0.546</td>
<td valign="bottom" align="center">&lt;&#x2009;.001</td>
</tr>
<tr>
<td valign="bottom" rowspan="2" align="center">Social media consumption</td>
<td valign="bottom" align="center">
<italic>rho</italic>
</td>
<td valign="bottom" align="center">0.06</td>
<td valign="bottom" align="center">-0.01</td>
<td valign="bottom" align="center">&#x2014;</td>
<td valign="bottom" align="center"/>
</tr>
<tr>
<td valign="bottom" align="center">
<italic>p-</italic>value</td>
<td valign="bottom" align="center">0.076</td>
<td valign="bottom" align="center">0.661</td>
<td valign="bottom" align="center">&#x2014;</td>
<td valign="bottom" align="center"/>
</tr>
<tr>
<td valign="bottom" rowspan="2" align="center">Barriers to seeking psychological help</td>
<td valign="bottom" align="center">
<italic>rho</italic>
</td>
<td valign="bottom" align="center">0.35***</td>
<td valign="bottom" align="center">-0.18***</td>
<td valign="bottom" align="center">0.01</td>
<td valign="bottom" align="center">&#x2014;</td>
</tr>
<tr>
<td valign="bottom" align="center">
<italic>p-</italic>value</td>
<td valign="bottom" align="center">&lt;&#x2009;.001</td>
<td valign="bottom" align="center">&lt;&#x2009;.001</td>
<td valign="bottom" align="center">0.996</td>
<td valign="bottom" align="center">&#x2014;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>***p &lt;.001.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>The ordinal logistic regression model output indicates that sleep quality (<italic>&#x3b2;</italic>=-0.07, <italic>p</italic>=0.014) and self-esteem (<italic>&#x3b2;</italic>=-0.16, <italic>p</italic>&lt;.001) serve as protective factors associated with decreased suicide ideation. At the same time, a higher amount of social media platforms used per week (<italic>&#x3b2;</italic>=0.10, <italic>p</italic>=0.043) and perceived barriers to seeking psychological help (<italic>&#x3b2;</italic>=0.03, <italic>p</italic>&lt;.001) increase suicide ideation. Altogether, these variables explained 19% of the variance in suicidal ideation scores, see <xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>.</p>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Ordinal logistic regression model explaining variations in suicidal ideation scores.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="center">Predictor</th>
<th valign="middle" rowspan="2" align="center">Estimate</th>
<th valign="middle" rowspan="2" align="center">
<italic>SE</italic>
</th>
<th valign="middle" rowspan="2" align="center">
<italic>Z</italic>
</th>
<th valign="middle" rowspan="2" align="center">
<italic>p</italic>
</th>
<th valign="middle" rowspan="2" align="center">
<italic>OR</italic>
</th>
<th valign="bottom" colspan="2" align="center">95% <italic>CI OR</italic>
</th>
</tr>
<tr>
<th valign="bottom" align="left">
<italic>LL</italic>
</th>
<th valign="bottom" align="left">
<italic>UL</italic>
</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="bottom" align="left">Sleep quality</td>
<td valign="bottom" align="right">-0.07</td>
<td valign="bottom" align="right">0.03</td>
<td valign="bottom" align="right">-2.45</td>
<td valign="bottom" align="right">
<bold>0.014</bold>
</td>
<td valign="bottom" align="right">0.93</td>
<td valign="bottom" align="right">0.88</td>
<td valign="bottom" align="right">0.99</td>
</tr>
<tr>
<td valign="bottom" align="left">Social media consumption</td>
<td valign="bottom" align="right">0.1</td>
<td valign="bottom" align="right">0.05</td>
<td valign="bottom" align="right">2.02</td>
<td valign="bottom" align="right">
<bold>0.043</bold>
</td>
<td valign="bottom" align="right">1.10</td>
<td valign="bottom" align="right">1.00</td>
<td valign="bottom" align="right">1.21</td>
</tr>
<tr>
<td valign="bottom" align="left">Self-esteem</td>
<td valign="bottom" align="right">-0.16</td>
<td valign="bottom" align="right">0.01</td>
<td valign="bottom" align="right">-12.42</td>
<td valign="bottom" align="right">
<bold>&lt;&#x2009;.001</bold>
</td>
<td valign="bottom" align="right">0.85</td>
<td valign="bottom" align="right">0.83</td>
<td valign="bottom" align="right">0.87</td>
</tr>
<tr>
<td valign="bottom" align="left">Barriers to seeking psychological help</td>
<td valign="bottom" align="right">0.03</td>
<td valign="bottom" align="right">0.01</td>
<td valign="bottom" align="right">6.57</td>
<td valign="bottom" align="right">
<bold>&lt;&#x2009;.001</bold>
</td>
<td valign="bottom" align="right">1.03</td>
<td valign="bottom" align="right">1.02</td>
<td valign="bottom" align="right">1.04</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>SE, Standard Error; OR, Odds Ratio, CI, Confindence Interval; LL, Lower Limit; UL, Upper Limit. Overall model test: &#x3c7;<sup>2</sup>(4)=321.72, p&lt;.001, Nagelkerke&#x2019;s r<sup>2</sup>=.19. Variance Inflation Factor (VIF) values are acceptable (VIF 1.02 &#x2013; 1.12), indicating no multicollinearity. Based on Durbin-Watson (DW) statistic, there is no evidence of autocorrelation (DW=1.92, p=.230). Significant p-values (&lt;.05) are presented in bold.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>Our study findings indicate that suicidal ideation is highly prevalent in the sampled university students. This outcome is significantly influenced by self-esteem and sleep quality, acting as protective factors, whereas social media consumption and perceived barriers to seeking psychological help emerge as risk factors. The practical implications of these findings for mental health systems are profound.</p>
<p>For instance, implementing programs or resources that enhance self-esteem and prioritize healthy sleep habits may contribute to reducing the incidence of suicidal thoughts among at-risk populations. In this sense, recent research suggests that mindfulness-based approaches may be helpful to improve self-esteem, sleep quality, and suicide risk (<xref ref-type="bibr" rid="B47">47</xref>&#x2013;<xref ref-type="bibr" rid="B49">49</xref>).</p>
<p>On the other hand, addressing social media consumption and perceived barriers to seeking mental health services as risk factors emphasizes the need for targeted interventions, particularly in injury prevention, to mitigate the potential adverse effects of excessive social media usage on mental health. In this sense, reducing screen time may result in significant reductions in suicidal behaviors (<xref ref-type="bibr" rid="B50">50</xref>). Moreover, algorithms supervising social media content can potentially be used to detect and prevent suicide behaviors (<xref ref-type="bibr" rid="B51">51</xref>).</p>
<p>Additionally, reducing perceived barriers to seeking psychological services, such as stigma or accessibility issues, is crucial for creating a supportive environment that encourages individuals to seek help when needed (<xref ref-type="bibr" rid="B40">40</xref>). Key strategies for addressing stigma include increasing mental health awareness, fostering social contact, leveraging advocacy from influential figures or groups, and implementing anti-discriminatory legislation (<xref ref-type="bibr" rid="B52">52</xref>).</p>
<p>Universities should implement proactive measures to screen for suicide risk among students, focusing on early detection and support (<xref ref-type="bibr" rid="B53">53</xref>). Regular mental health assessments, conducted confidentially, can identify those at risk. Additionally, campuses must provide accessible mental health services, including counseling and crisis intervention. 24/7 hotlines, peer support programs, and educational resources should be readily available. Since many individuals at risk of suicide often prefer self-help resources (<xref ref-type="bibr" rid="B54">54</xref>), promoting such resources within the university community could be beneficial at a psychoeducational level. Creating a stigma-free environment is crucial to encourage students to seek professional psychological help without fear of judgment. By integrating comprehensive mental health initiatives, universities can foster a supportive community and address the complex challenges students may face.</p>
<p>Psychological interventions, such as Cognitive Behavioral Therapy (CBT) and Dialectical Behavioral Therapy (DBT), have demonstrated effectiveness in mitigating suicidality by addressing various triggers for self-harm and suicidal thoughts (<xref ref-type="bibr" rid="B55">55</xref>, <xref ref-type="bibr" rid="B56">56</xref>). Approaches like brief CBT (<xref ref-type="bibr" rid="B57">57</xref>), web-based CBT (<xref ref-type="bibr" rid="B58">58</xref>), and DBT have shown promise in reducing suicidal ideation and preventing subsequent suicide attempts and hospital visits (<xref ref-type="bibr" rid="B59">59</xref>). Measures such as restricting access to lethal means have shown significant reductions in suicide rates (<xref ref-type="bibr" rid="B60">60</xref>). Follow-up and monitoring strategies, including interventions like Brief Intervention and Contact (BIC) and peer support (<xref ref-type="bibr" rid="B61">61</xref>, <xref ref-type="bibr" rid="B62">62</xref>), have been effective in decreasing suicidal behavior and fostering ongoing engagement with treatment, highlighting the importance of sustained support beyond initial interventions.</p>
<p>Recognizing the limitations of our study, we note that the non-probabilistic sampling method hinders generalizability. Moreover, as the study encompassed a diverse array of university students, it did not undertake specific screening for various conditions that could enhance insight into the prevalence and contributing factors of suicidal risk. For example, no data was collected regarding respondents&#x2019; socioeconomic status and cultural background, which previous research indicates relates to the topic (<xref ref-type="bibr" rid="B63">63</xref>, <xref ref-type="bibr" rid="B64">64</xref>). Subsequent research endeavors should account for a broader spectrum of criteria, encompassing students diagnosed with mental health disorders and substance abuse issues.</p>
<p>Furthermore, the instruments used in the study have not previously been validated in the Honduran population; future studies should focus on determining the psychometric properties of the questionnaires in this country. Additionally, validating specific instruments like the Columbia&#x2013;Suicide Severity Rating Scale (<xref ref-type="bibr" rid="B65">65</xref>) and The Personal Suicide Stigma Questionnaire (PSSQ) (<xref ref-type="bibr" rid="B66">66</xref>) would be a valuable input to clinicians in Honduras.</p>
<p>Despite being brief and practical, another limitation is that the reliance on single-item measures for assessing suicidal ideation and sleep quality provides a limited perspective on these variables. Additionally, all data being cross-sectional and self-reported introduces potential bias due to the sensitive nature of the variables. Future research stemming from this study could enhance generalizability by using probabilistic sampling methods, developing more nuanced measures for variables like suicidal ideation and sleep quality, and investigating the feasibility of integrating objective data sources to address potential biases associated with self-reporting. Longitudinal studies could examine the identified variables&#x2019; temporal dynamics and causal relationships.</p>
<p>In conclusion, the results of our study suggest a high prevalence of suicidal ideation among the university students sampled. This occurrence is notably impacted by self-esteem and sleep quality, which serve as protective factors, while social media usage and perceived obstacles to seeking psychological assistance are identified as risk factors. Overall, we believe our research contributes valuable insights to injury prevention strategies, highlighting the need for targeted interventions and support systems to mitigate the risk of suicidal behavior within this specific demographic. Understanding these factors is crucial for developing evidence-based preventive measures and fostering a safer environment for university students.</p>
</sec>
<sec id="s5" 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="s6" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The studies involving humans were approved by Comit&#xe9; de &#xc9;tica en Investigaci&#xf3;n de la Facultad de Ciencias Sociales (UNAH). The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>ML-B: Conceptualization, Formal analysis, Investigation, Methodology, Project administration, Supervision, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. KR: Conceptualization, Formal analysis, Investigation, Methodology, Writing &#x2013; original draft. IC: Conceptualization, Formal analysis, Investigation, Methodology, Writing &#x2013; original draft. EG-P: Conceptualization, Formal analysis, Investigation, Methodology, Writing &#x2013; original draft. MF-H: Conceptualization, Formal analysis, Investigation, Methodology, Writing &#x2013; original draft. RR: Conceptualization, Formal analysis, Investigation, Methodology, Writing &#x2013; original draft.</p>
</sec>
</body>
<back>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that no financial support was received for the research, authorship, and/or publication of this article.</p>
</sec>
<sec id="s9" 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="s10" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
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