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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Psychiatry</journal-id>
<journal-title>Frontiers in Psychiatry</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Psychiatry</abbrev-journal-title>
<issn pub-type="epub">1664-0640</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpsyt.2025.1627108</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Psychiatry</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Gendered mediating role of substance use in the path from internet addiction or gambling to active violence in youth in the region of Mahdia, Tunisia</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Mlouki</surname>
<given-names>Imen</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<contrib contrib-type="author">
<name>
<surname>Hssan</surname>
<given-names>Safa</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
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<contrib contrib-type="author">
<name>
<surname>Hariz</surname>
<given-names>Emna</given-names>
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<xref ref-type="aff" rid="aff1">
<sup>1</sup>
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<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Ajmi Blout</surname>
<given-names>Aya</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Silini</surname>
<given-names>Ahlem</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Moustafa</surname>
<given-names>Ahmed</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
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<contrib contrib-type="author">
<name>
<surname>Ben Cheikh</surname>
<given-names>Mohamed Hedi</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
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<contrib contrib-type="author">
<name>
<surname>El Mhamdi</surname>
<given-names>Sana</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<aff id="aff1">
<sup>1</sup>
<institution>Department of Preventive and Community Medicine, Mahdia University Hospital</institution>, <addr-line>Mahdia</addr-line>,&#xa0;<country>Tunisia</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Research Laboratory &#x201c;Epidemiology Applied to Maternal and Child Health&#x201d; 12SP17, Department of Preventive and Community Medicine, Faculty of Medicine of Monastir, University of Monastir</institution>, <addr-line>Monastir</addr-line>,&#xa0;<country>Tunisia</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Human Anatomy and Physiology, the Faculty of Health Sciences, University of Johannesburg</institution>,&#xa0;<addr-line>Johannesburg</addr-line>,&#xa0;<country>South Africa</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Centre for Data Analytics &amp; School of Psychology, Bond University</institution>, <addr-line>Gold Coast, QLD</addr-line>,&#xa0;<country>Australia</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Department of Pharmacy, Mahdia University Hospital</institution>, <addr-line>Mahdia</addr-line>,&#xa0;<country>Tunisia</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2134349/overview">Hasanain A.J. Gharban</ext-link>, Wasit University, Iraq</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2734303/overview">Tamara Ahmed</ext-link>, Wasit University, Iraq</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3047784/overview">Haider H. G. Al-Saadi</ext-link>, University of Wasit, Iraq</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3160068/overview">Zeid Alsadoon</ext-link>, Wasit University, Iraq</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Aya Ajmi Blout, <email xlink:href="mailto:ayaablout11@gmail.com">ayaablout11@gmail.com</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>03</day>
<month>11</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1627108</elocation-id>
<history>
<date date-type="received">
<day>15</day>
<month>05</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>29</day>
<month>08</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Mlouki, Hssan, Hariz, Ajmi Blout, Silini, Moustafa, Ben Cheikh and El Mhamdi.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Mlouki, Hssan, Hariz, Ajmi Blout, Silini, Moustafa, Ben Cheikh and El Mhamdi</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>The literature shows a gap regarding mechanisms and mediators explaining the path from IA and gambling to violence. Our study aimed to investigate the gender-specific difference in the path linking IA and gambling to active violence mediated by substance use among schooled adolescents in the region of Mahdia (Tunisia).</p>
</sec>
<sec>
<title>Methods</title>
<p>We performed a cross-sectional survey among schooled youth in the region of Mahdia in April 2023. We conducted a mediation analysis using in SPSS the PROCESS macro to examine the relationship between X (IA/Gambling), the mediator M (Substance use), and Y (Active violence). Causal interpretations cannot be definitively established. We used validated Arabic versions of the Internet Addiction Test, the South Oaks Gambling Screen Test, the CDC Health Appraisal section about substance use and the Hospital Anxiety and Depression Scale. We also probed violence perpetration. Data analyses were performed using SPSS version 20.</p>
</sec>
<sec>
<title>Results</title>
<p>A total of 1594 students completed the questionnaire with a mean age of 17.75 &#xb1; 1.34 years. IA was noted in 52.3% of the participants. Gambling was more prevalent among males (12.1% vs 0.9%, p&lt;0.001). Substance use was noted in 18.4% of participants (41.3% males vs 9.5% females, p&lt;0.001). Violence perpetration was reported by 35.3% of the participants (59.9% males vs 25.8% females, p&lt;0.001).</p>
<p>After accounting for anxiety and depression, substance use mediated the link between IA and active violence (mediation%= 15.7, p&lt; 0.001) with a higher effect in males (35.8% vs 10.5%). The mediation between gambling and violence via substance use was also significant (28.2%, p &lt; 0.001). This effect was found only among males (27.7%).</p>
</sec>
<sec>
<title>Conclusion</title>
<p>Implementing preventive strategies and focusing on addictive behaviors such as IA, gambling and substance use is urgently needed to prevent violence perpetration among youth. However, based on our results, the cross-sectional design limits causal interpretations.</p>
</sec>
</abstract>
<kwd-group>
<kwd>internet addiction disorder</kwd>
<kwd>gambling</kwd>
<kwd>substance-related disorders</kwd>
<kwd>violence</kwd>
<kwd>adolescents</kwd>
<kwd>tunisia</kwd>
</kwd-group>
<counts>
<fig-count count="3"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="64"/>
<page-count count="10"/>
<word-count count="4726"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Addictive Disorders</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Adolescence is a critical maturational period manifested by significant physical, cognitive, and social-emotional transformations (<xref ref-type="bibr" rid="B1">1</xref>). During this time, youths are particularly susceptible to problematic and risky behaviors, such as addictive behaviors and violent actions. Youth violence is a significant global concern. In fact, the World Health Organization (WHO) estimates that 37% of total global homicides are among adolescents and the majority of them are males (<xref ref-type="bibr" rid="B2">2</xref>). According to the Global School-based Student Health Survey (GSHS) (<xref ref-type="bibr" rid="B3">3</xref>), one in ten students experienced multiple physical fights in 2019. The highest prevalence was recognized in North Africa (46.3%) and the lowest in Central America (25.6%). Across all GSHS countries, it is important to note the gender differences, with 11.4% of males and 4.7% of females experiencing a high level of active violence (<xref ref-type="bibr" rid="B3">3</xref>). In the United States (US), violence among youth costs through homicides and nonfatal physical assault-related injuries $122 billion annually in 2020. In Tunisia, an increase in violent incidents among schooled adolescents was reported as 3,398 in 2021 to 3,650 in 2023 (<xref ref-type="bibr" rid="B4">4</xref>). For example, the prevalence of active violence in the &#x201c;Zgana&#x201d; primary school in Mahdia was 19% in 2021 (<xref ref-type="bibr" rid="B5">5</xref>) and in middle schools of Sfax was 73.6% (<xref ref-type="bibr" rid="B6">6</xref>). According to gender, males exhibited higher levels of violent behaviors compared to females (<xref ref-type="bibr" rid="B6">6</xref>).</p>
<p>Internet addiction (IA) and gambling are also common risky behaviors in adolescents. More specifically, high percentages of IA among youth were reported in North Africa between 2013 and 2021(44.6%) with a rate of 43.9% explicitly observed in Tunisia (<xref ref-type="bibr" rid="B7">7</xref>). According to gender, some surveys reported that males were more addicted to internet. In contrast, other studies showed that females were more addicted than males (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B8">8</xref>). Regarding gambling, the global prevalence among adolescents was 17.9% (<xref ref-type="bibr" rid="B9">9</xref>). In 2021, this rate varied between countries reaching 3.6% across European countries (<xref ref-type="bibr" rid="B10">10</xref>) and 32.8% in Tunisia (<xref ref-type="bibr" rid="B11">11</xref>). According to literature (<xref ref-type="bibr" rid="B9">9</xref>&#x2013;<xref ref-type="bibr" rid="B11">11</xref>), more males were engaged in gambling than girls.</p>
<p>Research has consistently demonstrated that both overuse of the internet and gambling problem lead to increased violent behaviors especially among adolescents (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B13">13</xref>) In fact, a 2023 review analysis in the United Kingdom (UK) (<xref ref-type="bibr" rid="B14">14</xref>) revealed that suicide rates were 15 times higher among youth suffering from gambling addiction compared to the general population. Furthermore, the costs of criminal activities linked to gambling were estimated at &#xa3;167.3 million (<xref ref-type="bibr" rid="B14">14</xref>). Concurrently, other research has documented the alarming relationship between pathological internet use and heightened risks of premature mortality. Indeed, youth with IA are often exposed to violent content such as violent games, which desensitizes them to aggression (<xref ref-type="bibr" rid="B15">15</xref>). This, combined with insomnia and social isolation, leads to increased frustration and irritability. Similarly, neuroimaging studies have reported that both IA and gambling are linked to functional changes in brain regions involved in executive control and emotional regulation. As a result, adopting these risky behaviors is related to increased impulsivity, poor decision-making and maladaptive coping strategies including aggressive behavior (<xref ref-type="bibr" rid="B16">16</xref>&#x2013;<xref ref-type="bibr" rid="B20">20</xref>).</p>
<p>Substance use also remains a significant global public health concern, particularly among young people. Cannabis remains the most popular illicit substance use among youth, with approximately 4.7% of adolescents in 2018 (<xref ref-type="bibr" rid="B21">21</xref>). Additionally, tobacco use affects a sizeable proportion of youths globally, with at least one in ten adolescents aged 13&#x2013;15 using tobacco (<xref ref-type="bibr" rid="B21">21</xref>). Over 50% of youth aged 15 years experimented with high levels of alcohol consumption, and one in five use e-cigarettes in Europe, Central Asia, and North America. In the USA, it is estimated that at least one in eight adolescents has abused an illicit substance, leading to thousands of overdose deaths every year. In Tunisia, alarming rates were nationally reported among students being 30.7% for tobacco, 8% for alcohol, and 7.9% for cannabis in 2021 (<xref ref-type="bibr" rid="B11">11</xref>). As for gender, Tunisian male adolescents were more engaged in substance use than girls (<xref ref-type="bibr" rid="B11">11</xref>).It was reported that substance use was associated with aggressive behavior by intensifying mood disorders and impairment of self-regulation and decision-making (<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B23">23</xref>).</p>
<p>Despite the existing evidence on the links between those risky behaviors and youth violence, there is a notable gap in the literature regarding the specific mechanisms explaining the path from gambling or IA to active violent behaviors, particularly among Tunisian adolescents. Investigating the mediating role of substance use according to gender in this pathway could provide valuable insights for developing targeted prevention and specific intervention strategies.</p>
<p>Thus, the aim of the current study was to investigate the gender-specific difference in the path linking IA and gambling to active violence mediated by substance use among schooled adolescents in the region of Mahdia.</p>
</sec>
<sec id="s2">
<title>Methodology</title>
<sec id="s2_1">
<title>Study design and participants</title>
<p>The present research employed a cross-sectional design in April 2023 among schooled youth in the region of Mahdia (Tunisia). We aimed for representativeness by selecting adolescents from all public secondary schools in Mahdia city.</p>
<p>Participant selection was done according to the cluster sampling method. In fact, from each educational level (four levels), one class was randomly chosen. Then, all students in the selected classes who met the inclusion criteria and agreed to participate were included. The inclusion criteria encompassed individuals with the necessary cognitive ability to read, understand and respond to the questionnaire correctly. Informed consent from either the participants themselves or their legal guardians was also required. We excluded incomplete questionnaires from the final analysis.</p>
<p>To ensure an adequate sample size for representativeness, the required minimal number of students (n) was 657 determined based on a 19% prevalence (p) of active violence among Tunisian teenagers (<xref ref-type="bibr" rid="B5">5</xref>),a 0.05 type one error (&#x3b1;) and an accuracy (i) of 3%. It was calculated using the formula n= (p x (1 &#x2013; p) x (Z&#x3b1;/2)&#xb2;)/i&#xb2;.</p>
</sec>
<sec id="s2_2">
<title>Data collection procedure</title>
<p>Participants were given self-report questionnaires in Arabic during school hours in a suitable and private setting. Using anonymous tools in native language and conducting the survey in a familiar school environment were strategies to minimize response bias, while also ensuring confidentiality. In fact, only the research team was present during data collection in order to clarify any doubts and to encourage honest and accurate responses.</p>
</sec>
<sec id="s2_3">
<title>Measures and tools</title>
<sec id="s2_3_1">
<title>Internet addiction</title>
<p>IA was assessed using the validated Arabic version of the IA Test (IAT) (<xref ref-type="bibr" rid="B24">24</xref>), a 20-item measure that captures individual levels of problematic internet use, including preoccupation, withdrawal symptoms, loss of control, and negative consequences. The scores on the IAT range from zero to 100. A total score below 39 indicated a normal level of internet use, while a score of 40 or higher indicated problematic use, reflecting moderate to severe internet dependence (<xref ref-type="bibr" rid="B24">24</xref>).</p>
</sec>
<sec id="s2_3_2">
<title>Gambling behavior</title>
<p>Gambling behavior was measured using the South Oaks Gambling Screen Revised for Adolescents (SOGS-RA) (<xref ref-type="bibr" rid="B25">25</xref>).We used the Arabic version employed in the national MEDSPAD study among youth in 2021 (<xref ref-type="bibr" rid="B11">11</xref>). The SOGS-RA includes 12 items that assess gambling behaviors and experiences over the past 12 months at least once. Total scores can range from zero to 12, with higher scores indicating more severe gambling problems (<xref ref-type="bibr" rid="B11">11</xref>). Standardized cut-off scores are used to classify respondents into categories of problem gambling severity: A score equal to zero or one indicates no problem gambling. A score of two or three indicates at risk. A score equal to or greater than four indicates problem gambling.</p>
</sec>
<sec id="s2_3_3">
<title>Substance use</title>
<p>We used the Arabic version of the CDC Health Appraisal section about substance use (<xref ref-type="bibr" rid="B26">26</xref>) to assess substance use, including tobacco, e-cigarette smoking, alcohol consumption, and illicit drug use (cannabis). Participants were scored based on their reported use of different substances tobacco, alcohol, electronic cigarettes, and cannabis: from zero (no reported use of any substance) to four (reported use of all substance types including traditional cigarette, e-cigarette, alcohol, and cannabis).</p>
</sec>
<sec id="s2_3_4">
<title>Youth active violence</title>
<p>To assess active violence among students, we employed a scoring system that categorized individuals based on the severity of aggressive behavior. Zero when no active violence was reported, score one if the student reported active violent behavior and score two for those being violent with the use of weapons or causing injuries. We also investigated the place of violence perpetration (Home, school, or street).</p>
</sec>
<sec id="s2_3_5">
<title>Anxiety/depression</title>
<p>We utilized the validated Arabic version of the Hospital Anxiety and Depression Scale (HADS) to screen for anxiety and depression (<xref ref-type="bibr" rid="B27">27</xref>). The HADS consists of two subscales for anxiety and depression, each with seven items rated on a 4-point Likert scale (0-3). Participants were identified as screening positive for anxiety or depression if their total anxiety or depression score exceeded the cut-off of eight points.</p>
</sec>
</sec>
<sec id="s2_4">
<title>Statistical analysis</title>
<p>Data analyses were performed using SPSS version 20. Descriptive statistics, including absolute and relative frequencies for qualitative variables, and means and standard deviations for quantitative variables, were calculated. Chi-square and student t-tests were used to compare percentages and means, respectively, for assessing differences between groups. A significance level (p-value) of &lt;0.05 was used to determine if the results were statistically significant.</p>
<p>We conducted a mediation analysis using in SPSS the PROCESS macro developed by Andrew F. Hayes (<xref ref-type="bibr" rid="B28">28</xref>)to examine the relationship between the independent variable X (IA/Gambling), the mediator M (Substance use), and the dependent variable Y (Active violence). The mediation analysis was also adjusted for gender and anxiety (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). The Sobel test (<xref ref-type="bibr" rid="B29">29</xref>)was used to assess and verify the indirect effect. In fact, the inclusion of the mediator should lead to a total or partial reduction (path c&#x2019;) of the effect between the independent variable and the dependent variable (path c).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Diagram of the mediation pathway model: IA/Gambling, Substance use and active youth violence.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyt-16-1627108-g001.tif">
<alt-text content-type="machine-generated">Diagram illustrating relationships between internet addiction and gambling (X) leading to active violence (Y) with substance use (M) as a mediator. Paths include Path a, Path b, Path c', and Path c.</alt-text>
</graphic>
</fig>
<p>For mediation to be conducted, all three pathways (a, b, and c) must be significant. We used the correlation test to verify these links.</p>
</sec>
<sec id="s2_5">
<title>Ethical considerations</title>
<p>The study protocol was approved by the Ethics Committee at the University Hospital of Mahdia (Tunisia) under Approval Number P01 M.P.C-2020.</p>
<p>Prior to data collection, permissions were sought from the headmasters of the schools involved in the study. Adolescents and their parents were provided with a clear explanation of the use of test results for research purposes, and they were given the freedom to decline participation if they so wished. The questionnaire was administered anonymously and self-administered by the participants. Trained doctors supervised the data collection process, ensuring that no teachers or administrative staffs were present during the administration. Additionally, a separate trained member was responsible for data entry.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<p>A total of 1594 students aged between 15 and 22 returned completed questionnaires with a response of 86.6%. The mean age of participants was 17.75 &#xb1; 1.34. Among them, 72% were identified as female.</p>
<sec id="s3_1">
<title>Health risk behaviors among schooled adolescents by gender, Mahdia 2023</title>
<sec id="s3_1_1">
<title>Internet addiction and gambling disorder</title>
<p>Our findings revealed an IA rate of 52.3% among students. According to gender, there is no significant difference in IA between females and males (53.4% vs 49.7%, p=0.18). We found that 4% adolescents were identified as active gamblers. Among them, 42.1% were at risk and 57.8% had gambling problem. Males showed higher rates of gambling compared to females (12.1% vs 0.9%, p&lt;0.001).</p>
</sec>
<sec id="s3_1_2">
<title>Substance use and active violence</title>
<p>As shown in <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>, substance use was reported in 18.4% of cases. According to gender, males were significantly more engaged. Engagement in active violence was reported by 35.3% of the sample. The average age at which participants reported their initial violent act was 11.83 &#xb1; 3.02 years. Using weapons or causing injuries were reported by 51.5% of students who were engaged in violent incidents.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Gender-based patterns in adolescent substance use and active violent behaviors, Mahdia 2023.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Substance use and active violent behaviors</th>
<th valign="middle" align="left">Total n(%)</th>
<th valign="middle" align="left">Male n(%)</th>
<th valign="middle" align="left">Female n(%)</th>
<th valign="middle" align="left">P value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">Tobacco use (N=1593)</td>
<td valign="middle" align="left">80(5)</td>
<td valign="middle" align="left">69(<bold>15.5</bold>)</td>
<td valign="middle" align="left">11(1)</td>
<td valign="middle" align="left">
<bold>&lt;0.001</bold>
</td>
</tr>
<tr>
<td valign="middle" align="left">E-cigarette use (N=1591)</td>
<td valign="middle" align="left">246(15.5)</td>
<td valign="middle" align="left">150(<bold>33.7</bold>)</td>
<td valign="middle" align="left">96(8.4)</td>
<td valign="middle" align="left">
<bold>&lt;0.001</bold>
</td>
</tr>
<tr>
<td valign="middle" align="left">Alcohol use (N=1591)</td>
<td valign="middle" align="left">70(4.4)</td>
<td valign="middle" align="left">56(<bold>12.6</bold>)</td>
<td valign="middle" align="left">14(1.2)</td>
<td valign="middle" align="left">
<bold>&lt;0.001</bold>
</td>
</tr>
<tr>
<td valign="middle" align="left">Cannabis use (N=1592)</td>
<td valign="middle" align="left">50(3.1)</td>
<td valign="middle" align="left">43(<bold>9.6</bold>)</td>
<td valign="middle" align="left">7(0.6)</td>
<td valign="middle" align="left">
<bold>&lt;0.001</bold>
</td>
</tr>
<tr>
<td valign="middle" align="left">Substance use</td>
<td valign="middle" align="left">292 (18.4)</td>
<td valign="middle" align="left">183(<bold>41.3</bold>)</td>
<td valign="middle" align="left">109(9.5)</td>
<td valign="middle" align="left">
<bold>&lt;0.001</bold>
</td>
</tr>
<tr>
<td valign="middle" align="left">The mean age of violence engagement &#xb1;SD</td>
<td valign="middle" align="left">11.83&#xb1;3.02</td>
<td valign="middle" align="left">
<bold>11.34&#xb1; 2.96</bold>
</td>
<td valign="middle" align="left">12.22 &#xb1;3.02</td>
<td valign="middle" align="left">
<bold>p=0.035</bold>
</td>
</tr>
<tr>
<td valign="middle" align="left">Active violence, N=1594</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left">
<bold>&lt;0.001</bold>
</td>
</tr>
<tr>
<td valign="middle" align="left">Yes without weapons or injuries</td>
<td valign="middle" align="left">273(17.1)</td>
<td valign="middle" align="left">91 (<bold>20.4</bold>)</td>
<td valign="middle" align="left">182 (15.9)</td>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">Using weapons or causing injuries</td>
<td valign="middle" align="left">290(18.2)</td>
<td valign="middle" align="left">176 (<bold>39.5</bold>)</td>
<td valign="middle" align="left">114 (9.9)</td>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">Setting, N=748</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" align="left">
<bold>&lt;0.001</bold>
</td>
</tr>
<tr>
<td valign="middle" align="left">Home</td>
<td valign="middle" align="left">219(29.12)</td>
<td valign="middle" align="left">52 (17.68)</td>
<td valign="middle" align="left">167(<bold>36.46</bold>)</td>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">School</td>
<td valign="middle" align="left">350(46.54)</td>
<td valign="middle" align="left">140 (<bold>47.61</bold>)</td>
<td valign="middle" align="left">210 (45.85)</td>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">Street</td>
<td valign="middle" align="left">442(58.77)</td>
<td valign="middle" align="left">222 <bold>(75.51</bold>)</td>
<td valign="middle" align="left">220 (48.03)</td>
<td valign="middle" align="left"/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Statistically significant results (p &lt; 0.05) are shown in bold.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Statistical analyses by gender revealed that 59.9% of males reported being violent (versus 25.8% of females, p&lt;0.001). Finally, male youth were significantly more likely to be violent on the street, while female youth were more violent at home (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>).</p>
</sec>
</sec>
<sec id="s3_2">
<title>Anxiety and depression among schooled adolescents by gender, Mahdia 2023</title>
<p>The overall prevalence of anxiety and depression were 44.9% and 62% respectively. When comparing rates of depression stratified by gender, we found statistically a significant gender gap (68.6% among females compared to 44.6% among male youth, p&lt;0.001).</p>
</sec>
<sec id="s3_3">
<title>Correlation pattern linking behavioral addictions, substance use, and violent tendencies among students</title>
<p>Statistically significant correlations (p&lt;0.001) were found between all the variables examined in this study. More specifically, gambling behavior score was found to have a positive correlation with both substance use score (r=0.29) and active violence score (r=0.21). Similarly, higher levels of IA score were associated with increased score of substance use (r=0.11) and active violent behaviors (r=0.13). Finally, a positive correlation between substance use and active violent behavior scores was found (r=0.31, p&lt;0.001).</p>
<p>
<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref> presents these associations based on binary variables categorized by gender.</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Associations between adolescent IA, gambling, substance use and violent behaviors according to gender, Mahdia, 2023.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="center">Active violence</th>
<th valign="middle" colspan="2" align="center">Male n(%)</th>
<th valign="middle" rowspan="2" align="center">p</th>
<th valign="middle" colspan="2" align="center">Female n(%)</th>
<th valign="middle" rowspan="2" align="center">p</th>
<th valign="middle" rowspan="2" align="center">pTotal</th>
</tr>
<tr>
<th valign="middle" align="center">yes</th>
<th valign="middle" align="center">no</th>
<th valign="middle" align="center">yes</th>
<th valign="middle" align="center">no</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" colspan="3" align="left">Internet addiction</td>
<td valign="top" rowspan="4" align="left">
<bold>0.06</bold>
</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="top" rowspan="4" align="left">
<bold>&lt;0.001</bold>
</td>
<td valign="top" rowspan="4" align="left">
<bold>&lt;0.001</bold>
</td>
</tr>
<tr>
<td valign="middle" colspan="3" align="left">N=1557</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">YES</td>
<td valign="middle" align="left">139(64.7)</td>
<td valign="middle" align="left">76(35.3)</td>
<td valign="middle" align="left">193(32.2)</td>
<td valign="middle" align="left">407(67.8)</td>
</tr>
<tr>
<td valign="middle" align="left">No</td>
<td valign="middle" align="left">122(56)</td>
<td valign="middle" align="left">96(44)</td>
<td valign="middle" align="left">98(18.7)</td>
<td valign="middle" align="left">426(81.3)</td>
</tr>
<tr>
<td valign="middle" colspan="3" align="left">Gambling</td>
<td valign="top" rowspan="4" align="left">
<bold>0.01</bold>
</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="top" rowspan="4" align="left">
<bold>&lt;0.013</bold>
</td>
<td valign="top" rowspan="4" align="left">
<bold>&lt;0.001</bold>
</td>
</tr>
<tr>
<td valign="middle" colspan="3" align="left">N=1593</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">Yes</td>
<td valign="middle" align="left">41(75,9)</td>
<td valign="middle" align="left">13(24,1)</td>
<td valign="middle" align="left">6(60)</td>
<td valign="middle" align="left">4(40)</td>
</tr>
<tr>
<td valign="middle" align="left">No</td>
<td valign="middle" align="left">226(57.7)</td>
<td valign="middle" align="left">166(42.3)</td>
<td valign="middle" align="left">290(25.5)</td>
<td valign="middle" align="left">847(74.5)</td>
</tr>
<tr>
<td valign="middle" colspan="3" align="left">Substance use</td>
<td valign="top" rowspan="5" align="left">
<bold>&lt;0.001</bold>
</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="top" rowspan="4" align="left">
<bold>&lt;0.001</bold>
</td>
<td valign="top" rowspan="4" align="left">
<bold>&lt;0.001</bold>
</td>
</tr>
<tr>
<td valign="middle" colspan="3" align="left">N=1589</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">Yes</td>
<td valign="middle" align="left">128(69.9)</td>
<td valign="middle" align="left">55(30.1)</td>
<td valign="middle" align="left">54(49.5)</td>
<td valign="middle" align="left">55(50.5)</td>
</tr>
<tr>
<td valign="middle" align="left">No</td>
<td valign="middle" align="left">137(52.7)</td>
<td valign="middle" align="left">123(47.3)</td>
<td valign="middle" align="left">241(23.2)</td>
<td valign="middle" align="left">796(76.8)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Statistically significant results (p &lt; 0.05) are shown in bold.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_4">
<title>The path from addictive behaviors to being violent among adolescents: Mediation analysis by substance use according to gender</title>
<p>
<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref> illustrates the results of the mediation analysis regarding IA as the independent variable. After adjusting for anxiety and depression, the indirect effect of IA on youth active violence through substance use was statistically significant (mediation%= 15.7, p &lt; 0.001). Gender also emerged as a significant predictor in the model. Specifically, the male gender was associated with a higher rate of mediation compared to females (35.8% vs 10.5%) (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Gendered mediating effect between IA, substance use as mediator, and youth active violence with anxiety and depression as covariates (p&lt; 0.001).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyt-16-1627108-g002.tif">
<alt-text content-type="machine-generated">Diagram showing mediation analysis between internet addiction (X), substance use (M), and active violence (Y). Path a coefficient is 0.1755, path b is 0.2251, path c is 0.250, and path c' is 0.2108. Mediation percentage is 15.7% with a total sample size of 1,476 (397 males, 1,079 females). Gender mediation percentages are 35.8% for males and 10.5% for females.</alt-text>
</graphic>
</fig>
<p>As shown in <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>, the total mediation effect of gambling on active violence via substance use was significant (mediation= 28.2%, p &lt;0.001) when adjusting the mediation model for anxiety and depression. According to gender, the mediation effect was significant and reached 27.7% among males and no mediation effect was found for girls (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Mediation model by gender examining the indirect effect of adolescent gambling behaviors on active violence through substance use adjusted for anxiety and depression (p&lt;0.001).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyt-16-1627108-g003.tif">
<alt-text content-type="machine-generated">Diagram showing a mediation model with &#x201c;Gambling (X)&#x201d; leading to &#x201c;Active Violence (Y)&#x201d; through &#x201c;Substance Use (M).&#x201d; Paths include a (0.6972), b (0.2207), c' (0.3914), and c (0.5453). Mediation is 28.2%, with sample size 1509. Gender mediation for males is 27.7%.</alt-text>
</graphic>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>Interestingly, our research revealed the mediating role of substance use in the connections between IA, gambling, and active violence among a sample of schooled adolescents in the region of Mahdia. In fact, we found that substance use significantly mediated the link between IA and active violence at 15.7% (p &lt;0.001), with a striking effect in males (35.8% vs. 10.5% for females). The impact is similarly profound for gambling, with a mediation effect of 28.2% (p &lt;0.001), observed exclusively in males (27.7%). The current study fills a critical gap in the literature globally, but especially North African and the Middle East.</p>
<p>A large proportion of our sample was females (72%). This could be due to the greater enrollment of girls in schools within Tunisian expectations that promote girls education in contrast boys may exhibit higher rates of absenteeism. Our research reveals a prevalence of 52.3% of IA among adolescents with no significant gender difference. This rate is notably higher than the reported rates in the region of Turkey (4.8%), Qatar (29.64%) and China (12.8%) (<xref ref-type="bibr" rid="B30">30</xref>). In Tunisia, it is worth noting that the prevalence of IA among schooled youth in the same region (Mahdia) was 50% in 2020 (<xref ref-type="bibr" rid="B31">31</xref>). This increase can be attributed to economic challenges, the impact of the COVID-19 pandemic and a lack of recreational activities in Tunisia which drive individuals to spend more time online as a form of escapism. According to prior studies, several related factors were reported including childhood trauma, dysfunctional family atmosphere, low self-esteem, peer influence and academic pressure as key drivers of IA (<xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B32">32</xref>, <xref ref-type="bibr" rid="B33">33</xref>). The absence of gender difference in IA in our study could be explained by the widespread availability of the internet as well as Smartphone among male and female adolescents. While motivations vary, girls seek social connections and males are more inclined toward gaming. Our research emphasizes the link between IA and substance use (path a) among youth, supporting findings from other studies. Internet platforms expose young people to substance use, shaped by their peers and influencers, which makes them perceive this behavior as acceptable (<xref ref-type="bibr" rid="B34">34</xref>&#x2013;<xref ref-type="bibr" rid="B36">36</xref>).In addition, our findings showed an association of IA with active violence (path b) among adolescents which aligns with other studies. Excessive internet use deprives adolescents of the opportunity to develop social skills and participate in positive activities. When engaging in real life, they may struggle to express their emotions and socialize, contributing to irritability and violent tendencies (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B37">37</xref>&#x2013;<xref ref-type="bibr" rid="B39">39</xref>).</p>
<p>Regarding gambling, we found that gambling problems were screened among 4% of youth with a notable gender disparity (12.1% in males and 0.9% in females). This aligns closely with the rates of 4.7% in Southern Spain and 6.4% in Italy (<xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B41">41</xref>). However, the prevalence was significantly higher in the Tunisian national study reaching 30.1% in 2021 (<xref ref-type="bibr" rid="B11">11</xref>).This difference may be attributed to limited access to gambling settings for residents of Mahdia compared to more urban or diverse regions in Tunisia. Many young people in Tunisia gamble to escape financial difficulties, motivated by a desire for excitement and sensation-seeking. This behavior influenced by strong peer and parental pressures, results in higher participation rates among adolescents. Additionally, the lack of awareness and educational programs about the risks associated with gambling further exacerbates the problem (<xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B43">43</xref>).Gambling can lead to numerous negative consequences including financial difficulties, mental health problems such as anxiety and depression. It also adversely affects academic performance and interpersonal relationships. Furthermore, our study, along with other research, showed that gambling is associated with heightened risks of active violence (path b) and substance use (path a) (<xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B44">44</xref>&#x2013;<xref ref-type="bibr" rid="B46">46</xref>). Many gambling environments involve the consumption of substance use combined with high competition emotions can lead so to increased aggression.</p>
<p>Concerning violent behaviors among youth, this survey found a worrying prevalence with 35.3% of students reporting actively engaging in violent acts. This is notably higher than the rates reported among adolescents in Western countries including Europe, Central Asia and Canada (10%), in Kuwait (25.2%) and Sub-Saharan Africa (29.2%). In contrast, the rates in India (46.7%), Ghana (38.2%) and Colombia (57.52%) are above our overall finding (<xref ref-type="bibr" rid="B47">47</xref>&#x2013;<xref ref-type="bibr" rid="B52">52</xref>). This figure is particularly striking when considering the significant gender disparity, where 59.9% of males reported violent behavior (vs 25.8% of females). A possible explanation for this is the cultural norm often promotes aggression as a sign of male strength, contributing to higher rates of violent behavior among boys. In contrast, females may act aggressively using indirect ways through relational means, such as social manipulation or exclusion, rather than through active violence. Another key finding is the average age of the first violent act, reported at 11.83 years. Active violent behavior tends to emerge more frequently in early adolescence than in late adolescence. This early development of violent behavior is alarming, as it can normalize aggression and increase the risk of ongoing violence in later adolescence and adulthood. Streets (58.7%) and schools (46.5%) were the most common locations for violent incidents in our study, indicating a need for effective conflict resolution strategies in these areas. Moreover, the use of weapons or causing injuries was reported by 51.5% of those who engaged in violence. This statistic not only reflects the severity of the violent acts but also raises concerns about access to weapons and the normalization of such behavior among youth who may perceive it as a means to feel secure.</p>
<p>Substance use was common in our sample (18.4%) with a notable gender disparity (41.3% of males compared to 9.5% of females). When comparing these rates internationally, the substance use prevalence in our sample is significantly higher than in Ghana (12.3%), Tanzania (12.8%) and Germany (11.2%), but remains lower than observed in Northwest Ethiopia (52.5%) and India (32.8%) (<xref ref-type="bibr" rid="B53">53</xref>&#x2013;<xref ref-type="bibr" rid="B57">57</xref>). In our study, the specific rates of substance use included tobacco (<bold>5%</bold>), e-cigarettes (15.5%), alcohol (4.4%), and cannabis (3.1%). In contrast, a 2020 Tunisian study in the same region (Mahdia) reported higher rates: 12.4% for cigarette smoking, 16.4% for e-cigarette use, 9.9% for alcohol consumption, and 6.8% for cannabis consumption (<xref ref-type="bibr" rid="B58">58</xref>). These varying rates can be linked to difference in sample size, types of substances being studied, along with sociocultural and economic factors. Additionally, the accessibility of substances in Tunisia plays a significant role in influencing patterns of substance use.</p>
<p>Concerning the mediation models, our study contributes to the growing body of literature. Unfortunately, no studies in the literature have explored gendered mediation models between IA or gambling and active violence through substance use. This makes difficult to compare our results with those of other studies. While prior research has explored connections, our findings showed that substance use mediated the path from IA and gambling to aggressive behavior in adolescents. In fact, IA and gambling can create environments where adolescents encounter heightened emotional states, such as stress and frustration promoting them to seek coping mechanisms (<xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B38">38</xref>, <xref ref-type="bibr" rid="B46">46</xref>, <xref ref-type="bibr" rid="B59">59</xref>, <xref ref-type="bibr" rid="B60">60</xref>). An increase dopamine activity in the dorsal striatum, stimulated by both IA and gambling, enhances reward-seeking behavior (76). This heightened sensitivity to rewards can drive adolescents to pursue substance use in search of similar pleasurable effects. Neuroimaging studies show reduced activity in the ventral striatum and prefrontal cortex, which impairs decision-making and impulse control (<xref ref-type="bibr" rid="B17">17</xref>&#x2013;<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B60">60</xref>, <xref ref-type="bibr" rid="B61">61</xref>). As a result, once substance use is established, it can further impair judgment and decrease impulse control, significantly increasing the risk of aggressive behavior (<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B62">62</xref>). This perspective underscores the necessity of addressing substance use in the context of the neurochemical and psychological challenges that adolescents encounter with IA or gambling. Doing so is essential for understanding and reducing the risks of violence linked to these behaviors. Added to that, our research showed that considering gender differences is crucial in understanding this path from addictive behaviors to active violence. Gender differences found, align with other studies, in gambling (<xref ref-type="bibr" rid="B9">9</xref>&#x2013;<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B44">44</xref>, <xref ref-type="bibr" rid="B63">63</xref>), substance use (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B53">53</xref>&#x2013;<xref ref-type="bibr" rid="B56">56</xref>, <xref ref-type="bibr" rid="B58">58</xref>), active violence (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B48">48</xref>&#x2013;<xref ref-type="bibr" rid="B50">50</xref>), and the mediation effects involved supporting existing literature that shows males are more likely to take risk behaviors. Furthermore, cultural norms encourage males to risky behaviors and discourage them from expressing their emotions, which increases their vulnerability to mental health issues (<xref ref-type="bibr" rid="B64">64</xref>).When considering gender in mediation, we found that substance use significantly mediated the relationship between IA and active violence, with a notable effect in males. However, no mediation was observed in gambling for females, as the mediation effect was exclusively present in males. This can be explained by the lower prevalence of gambling among females (0.9%), which likely limits the opportunity to observe a mediation effect between gambling and active violence in this group.</p>
<p>The present research has several limitations that should be considered when interpreting the findings. First, the reliance on self-report questionnaires may introduce response bias, as participants might underreport or exaggerate certain behaviors. Additionally, this study focused exclusively on schooled adolescents, which limits the generalizability of the findings because out-of-school youth may exhibit different patterns of risky behaviors. Furthermore, the research did not investigate potential protective factors that could mitigate the risks associated with the behaviors studied. While anxiety and depression were controlled for, other confounding variables such as peer influence, family dynamics, and socioeconomic status were not assessed and may impact the relationships examined.</p>
<p>Furthermore, we recognize that mediation analysis based on cross-sectional, self-reported data cannot establish strong causal interpretations. The findings should be viewed as correlational, and assumptions about the timing and direction of effects should be interpreted with caution. Future research may be able to address this limitation by using a prospective longitudinal approach.</p>
<p>However, the rise of digital technologies and risky behaviors makes our data highly needed today, especially among vulnerable populations. This research increases awareness of healthcare providers, policymakers, educators, and family members. Additionally, it fills a gap in the literature by linking addictive behaviors to active violence among adolescents. Gender-specific analysis enriches the research, as it paves the way for other studies to deeply understand this association. Using a cross-sectional design with validated questionnaires adds to the credibility of our findings. Furthermore, a total of 1594 strengthens the statistical analyses and the generalizability of our results. The use of the mediation analysis makes a specific and strong methodological framework.</p>
</sec>
<sec id="s5" sec-type="conclusions">
<title>Conclusion</title>
<p>This study has established that substance use serves as a significant mediator in the relationship between IA, gambling disorders and youth active violence, particularly highlighting gender-specific differences with a striking effect in males. These findings highlight the need for prevention and intervention strategies that address the distinct ways in which risky behaviors show up in male and female youth. Effective treatment approaches should not only focus on internet use and gambling but also consider substance use therapeutic interventions. Targeting substance use may be especially effective in disrupting the pathway to violence among male youth. By adopting a multidimensional approach, youths can manage challenges associated with these risky behaviors, ultimately reducing the incidence of violence in this vulnerable population.</p>
</sec>
</body>
<back>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material. Further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The studies involving humans were approved by Ethic Committee of Mahdia University Hospital (Approval number: P01 M.P.C- 2020). The studies were conducted in accordance with the local legislation and institutional requirements. Written informed consent for participation in this study was provided by the participants&#x2019; legal guardians/next of kin.</p>
</sec>
<sec id="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>IM: Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Software, Writing &#x2013; original draft, Resources. SH: Conceptualization, Formal analysis, Investigation, Methodology, Writing &#x2013; original draft, Data curation, Resources, Software. EH: Conceptualization, Formal analysis, Investigation, Methodology, Software, Writing &#x2013; original draft. AA: Conceptualization, Formal analysis, Investigation, Methodology, Software, Writing &#x2013; original draft. AS: Conceptualization, Formal analysis, Investigation, Methodology, Software, Writing &#x2013; original draft. AM: Conceptualization, Supervision, Validation, Visualization, Writing &#x2013; review &amp; editing. MB: Conceptualization, Supervision, Validation, Visualization, Writing &#x2013; review &amp; editing. SE: Conceptualization, Supervision, Validation, Visualization, Writing &#x2013; review &amp; editing.</p>
</sec>
<sec id="s9" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that no financial support was received for the research and/or publication of this article.</p>
</sec>
<sec id="s10" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s11" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If&#xa0;you identify any issues, please contact us.</p>
</sec>
<sec id="s12" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yang</surname> <given-names>M</given-names>
</name>
</person-group>. <article-title>Adolescence: A crucial period of development impacting intellect,Personality, and social skills</article-title>. <source>Interdiscip Humanit Commun Stud</source>. (<year>2024</year>) <volume>1</volume>(<issue>7</issue>):<page-range>1&#x2013;3</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.61173/w4myjk61</pub-id>
</citation></ref>
<ref id="B2">
<label>2</label>
<citation citation-type="web">
<article-title>Youth violence</article-title>. Available online at: <uri xlink:href="https://www.who.int/news-room/fact-sheets/detail/youth-violence">https://www.who.int/news-room/fact-sheets/detail/youth-violence</uri> (Accessed <access-date>October 2024</access-date>).</citation></ref>
<ref id="B3">
<label>3</label>
<citation citation-type="book">
<article-title>Behind the numbers: ending school violence and bullying</article-title>. <publisher-name>UNESCO Biblioth&#xe8;que Num&#xe9;rique</publisher-name>. Available online at: <uri xlink:href="https://unesdoc.unesco.org/ark:/48223/pf0000366483">https://unesdoc.unesco.org/ark:/48223/pf0000366483</uri> (Accessed <access-date>July 15, 2024</access-date>).</citation></ref>
<ref id="B4">
<label>4</label>
<citation citation-type="web">
<person-group person-group-type="author">
<name>
<surname>Tunisie</surname> <given-names>LM</given-names>
</name>
</person-group>. <article-title>Tunisie &#x2013; Les ph&#xe9;nom&#xe8;nes de violence et de drogue en milieu scolaire sont en nette augmentation</article-title> (<year>2024</year>). Available online at: <uri xlink:href="https://www.tunisienumerique.com/tunisie-les-phenomenes-de-violence-et-de-drogue-en-milieu-scolaire-sont-en-nette-augmentation/">https://www.tunisienumerique.com/tunisie-les-phenomenes-de-violence-et-de-drogue-en-milieu-scolaire-sont-en-nette-augmentation/</uri> (Accessed <access-date>February 2024</access-date>).</citation></ref>
<ref id="B5">
<label>5</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bettaieb</surname> <given-names>A</given-names>
</name>
<name>
<surname>Fekih</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Snene</surname> <given-names>SC</given-names>
</name>
</person-group>. <article-title>Recess and school violence: (Case of Tunisia)</article-title>. <source>Intl J Res Innov Appl Sci. (IJRIAS)</source>. <volume>6</volume>:<page-range>28&#x2013;33</page-range>.</citation></ref>
<ref id="B6">
<label>6</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Abida</surname> <given-names>B</given-names>
</name>
</person-group>. <article-title>Violence en milieu scolaire. Etude sociologique dans les coll&#xe8;ges de la ville de Sfax</article-title>. <source>J Soc Sci</source>. (<year>2021</year>) <volume>7</volume>:<page-range>215&#x2013;40</page-range>.</citation></ref>
<ref id="B7">
<label>7</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ben Thabet</surname> <given-names>J</given-names>
</name>
<name>
<surname>Ellouze</surname> <given-names>AS</given-names>
</name>
<name>
<surname>Ghorbel</surname> <given-names>N</given-names>
</name>
<name>
<surname>Maalej</surname> <given-names>M</given-names>
</name>
<name>
<surname>Yaich</surname> <given-names>S</given-names>
</name>
<name>
<surname>Omri</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>Facteurs associ&#xe9;s &#xe0; la cyberaddiction chez les adolescents Tunisiens</article-title>. <source>L&#x2019;Enc&#xe9;phale</source>. (<year>2019</year>) <volume>45</volume>:<page-range>474&#x2013;81</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.encep.2019.05.006</pub-id>, PMID: <pub-id pub-id-type="pmid">31421811</pub-id></citation></ref>
<ref id="B8">
<label>8</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Al-Khani</surname> <given-names>AM</given-names>
</name>
<name>
<surname>Saquib</surname> <given-names>J</given-names>
</name>
<name>
<surname>Rajab</surname> <given-names>AM</given-names>
</name>
<name>
<surname>Khalifa</surname> <given-names>MA</given-names>
</name>
<name>
<surname>Almazrou</surname> <given-names>A</given-names>
</name>
<name>
<surname>Saquib</surname> <given-names>N</given-names>
</name>
</person-group>. <article-title>Internet addiction in Gulf countries: A systematic review and meta-analysis</article-title>. <source>J Behav Addict.</source> (<year>2021</year>) <volume>10</volume>(<issue>2021</issue>):<page-range>601&#x2013;10</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1556/2006.2021.00057</pub-id>, PMID: <pub-id pub-id-type="pmid">34491902</pub-id></citation></ref>
<ref id="B9">
<label>9</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tran</surname> <given-names>LT</given-names>
</name>
<name>
<surname>Wardle</surname> <given-names>H</given-names>
</name>
<name>
<surname>Colledge-Frisby</surname> <given-names>S</given-names>
</name>
<name>
<surname>Taylor</surname> <given-names>S</given-names>
</name>
<name>
<surname>Lynch</surname> <given-names>M</given-names>
</name>
<name>
<surname>Rehm</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>The prevalence of gambling and problematic gambling: a systematic review and meta-analysis</article-title>. <source>Lancet Public Health</source>. (<year>2024</year>) <volume>9</volume>:<page-range>e594&#x2013;613</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/S2468-2667(24)00126-9</pub-id>, PMID: <pub-id pub-id-type="pmid">39025095</pub-id></citation></ref>
<ref id="B10">
<label>10</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Andrie</surname> <given-names>EK</given-names>
</name>
<name>
<surname>Tzavara</surname> <given-names>CK</given-names>
</name>
<name>
<surname>Tzavela</surname> <given-names>E</given-names>
</name>
<name>
<surname>Richardson</surname> <given-names>C</given-names>
</name>
<name>
<surname>Greydanus</surname> <given-names>D</given-names>
</name>
<name>
<surname>Tsolia</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>Gambling involvement and problem gambling correlates among European adolescents: results from the European Network for Addictive Behavior study</article-title>. <source>Soc Psychiatry Psychiatr Epidemiol</source>. (<year>2019</year>) <volume>54</volume>:<page-range>1429&#x2013;41</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00127-019-01706-w</pub-id>, PMID: <pub-id pub-id-type="pmid">31062040</pub-id></citation></ref>
<ref id="B11">
<label>11</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<collab>Institut national de la sant&#xe9; publique (INSP); Minist&#xe8;re de la Sant&#xe9; publique (Tunisie)</collab>
</person-group>. <source>Enqu&#xea;te medspad III Tunisie 2021</source>. <publisher-name>Minist&#xe8;re de la sant&#xe9; publique</publisher-name>. Available online at: <uri xlink:href="http://www.santetunisie.rns.tn/fr/toutes-les-actualites/1786-enquete-medspad-iii-tunisie-2021">http://www.santetunisie.rns.tn/fr/toutes-les-actualites/1786-enquete-medspad-iii-tunisie-2021</uri> (Accessed <access-date>July 15, 2024</access-date>).</citation></ref>
<ref id="B12">
<label>12</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Giridharan</surname> <given-names>M</given-names>
</name>
<name>
<surname>Lavanya</surname> <given-names>DT</given-names>
</name>
</person-group>. <article-title>Internet addiction on aggression among school going adolescents</article-title>. <source>J Posit Sch Psychol</source>. (<year>2022</year>) <volume>6</volume>(<issue>4</issue>):<page-range>4732&#x2013;8</page-range>.</citation></ref>
<ref id="B13">
<label>13</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhai</surname> <given-names>ZW</given-names>
</name>
<name>
<surname>Hoff</surname> <given-names>RA</given-names>
</name>
<name>
<surname>Magruder</surname> <given-names>CF</given-names>
</name>
<name>
<surname>Steinberg</surname> <given-names>MA</given-names>
</name>
<name>
<surname>Wampler</surname> <given-names>J</given-names>
</name>
<name>
<surname>Krishnan-Sarin</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>Weapon-carrying is associated with more permissive gambling attitudes and perceptions and at-risk/problem gambling in adolescents</article-title>. <source>J Behav Addict</source>. (<year>2019</year>) <volume>8</volume>:<page-range>508&#x2013;21</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1556/2006.8.2019.42</pub-id>, PMID: <pub-id pub-id-type="pmid">31505965</pub-id></citation></ref>
<ref id="B14">
<label>14</label>
<citation citation-type="web">
<person-group person-group-type="author">
<collab>GOV.UK</collab>
</person-group>. <article-title>Gambling-related harms evidence review: summary</article-title> . Available online&#xa0;at: <uri xlink:href="https://www.gov.uk/government/publications/gambling-related-harms-evidence-review/gambling-related-harms-evidence-review-summary&#x2013;2">https://www.gov.uk/government/publications/gambling-related-harms-evidence-review/gambling-related-harms-evidence-review-summary&#x2013;2</uri> (Accessed <access-date>January 2023</access-date>).</citation></ref>
<ref id="B15">
<label>15</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>AlHazzaa</surname> <given-names>SA</given-names>
</name>
<name>
<surname>Alwohaibi</surname> <given-names>RN</given-names>
</name>
<name>
<surname>AlMusailet</surname> <given-names>LI</given-names>
</name>
<name>
<surname>Alshrefy</surname> <given-names>AJ</given-names>
</name>
<name>
<surname>Almaimoni</surname> <given-names>RA</given-names>
</name>
<name>
<surname>Menezes</surname> <given-names>RG</given-names>
</name>
</person-group>. <article-title>Video games and violence among children and adolescents in the Arab world: a systematic review</article-title>. <source>Acta Bio Med Atenei Parm</source>. (<year>2023</year>) <volume>94</volume>:<elocation-id>e2023060</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.23750/abm.v94i2.14019</pub-id>, PMID: <pub-id pub-id-type="pmid">37092628</pub-id></citation></ref>
<ref id="B16">
<label>16</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sidiq</surname> <given-names>F</given-names>
</name>
<name>
<surname>Suhaimi</surname> <given-names>NbA</given-names>
</name>
<name>
<surname>Kalfin</surname>
</name>
</person-group>. <article-title>The effect of online gambling on mental health: study on teenagers in Panimbang District, Banten</article-title>. <source>Int J Health Med Sports</source>. (<year>2024</year>) <volume>2</volume>:<page-range>11&#x2013;5</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.46336/ijhms.v2i1.69</pub-id>
</citation></ref>
<ref id="B17">
<label>17</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname> <given-names>H</given-names>
</name>
<name>
<surname>Dong</surname> <given-names>G</given-names>
</name>
<name>
<surname>Li</surname> <given-names>K</given-names>
</name>
</person-group>. <article-title>Overview on brain function enhancement of Internet addicts through exercise intervention: Based on reward-execution-decision cycle</article-title>. <source>Front Psychiatry</source>. (<year>2023</year>) <volume>14</volume>:<elocation-id>1094583</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fpsyt.2023.1094583</pub-id>, PMID: <pub-id pub-id-type="pmid">36816421</pub-id></citation></ref>
<ref id="B18">
<label>18</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jia</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Clark</surname> <given-names>KR</given-names>
</name>
</person-group>. <article-title>The role of impulsivity and addiction in gambling behaviors: how applied neuroscience research can help in the monitoring and management of mental health issues</article-title>. <source>Open J Med Psychol</source>. (<year>2024</year>) <volume>13</volume>:<fpage>11</fpage>&#x2013;<lpage>24</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.4236/ojmp.2024.131002</pub-id>
</citation></ref>
<ref id="B19">
<label>19</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tereshchenko</surname> <given-names>SY</given-names>
</name>
</person-group>. <article-title>Neurobiological risk factors for problematic social media use as a specific form of Internet addiction: A narrative review</article-title>. <source>World J Psychiatry</source>. (<year>2023</year>) <volume>13</volume>:<page-range>160&#x2013;73</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.5498/wjp.v13.i5.160</pub-id>, PMID: <pub-id pub-id-type="pmid">37303928</pub-id></citation></ref>
<ref id="B20">
<label>20</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Buchanan</surname> <given-names>TW</given-names>
</name>
<name>
<surname>McMullin</surname> <given-names>SD</given-names>
</name>
<name>
<surname>Mulhauser</surname> <given-names>K</given-names>
</name>
<name>
<surname>Weinstock</surname> <given-names>J</given-names>
</name>
<name>
<surname>Weller</surname> <given-names>JA</given-names>
</name>
</person-group>. <article-title>Diurnal cortisol and decision making under risk in problem gambling</article-title>. <source>Psychol Addict Behav</source>. (<year>2020</year>) <volume>34</volume>:<page-range>218&#x2013;29</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1037/adb0000474</pub-id>, PMID: <pub-id pub-id-type="pmid">31233324</pub-id></citation></ref>
<ref id="B21">
<label>21</label>
<citation citation-type="web">
<article-title>Adolescent and young adult health</article-title>. Available online at: <uri xlink:href="https://www.who.int/news-room/fact-sheets/detail/adolescents-health-risks-and-solutions">https://www.who.int/news-room/fact-sheets/detail/adolescents-health-risks-and-solutions</uri> (Accessed <access-date>November 2024</access-date>).</citation></ref>
<ref id="B22">
<label>22</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hamidullah</surname> <given-names>S</given-names>
</name>
<name>
<surname>Thorpe</surname> <given-names>HHA</given-names>
</name>
<name>
<surname>Frie</surname> <given-names>JA</given-names>
</name>
<name>
<surname>Mccurdy</surname> <given-names>RD</given-names>
</name>
<name>
<surname>Khokhar</surname> <given-names>JY</given-names>
</name>
</person-group>. <article-title>Adolescent substance use and the brain: behavioral, cognitive and neuroimaging correlates</article-title>. <source>Front Hum Neurosci</source>. (<year>2020</year>) <volume>14</volume>:<elocation-id>298</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fnhum.2020.00298</pub-id>, PMID: <pub-id pub-id-type="pmid">32848673</pub-id></citation></ref>
<ref id="B23">
<label>23</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sontate</surname> <given-names>KV</given-names>
</name>
<name>
<surname>Rahim Kamaluddin</surname> <given-names>M</given-names>
</name>
<name>
<surname>Naina Mohamed</surname> <given-names>I</given-names>
</name>
<name>
<surname>Mohamed</surname> <given-names>RMP</given-names>
</name>
<name>
<surname>Shaikh</surname> <given-names>MF</given-names>
</name>
<name>
<surname>Kamal</surname> <given-names>H</given-names>
</name>
<etal/>
</person-group>. <article-title>Alcohol, aggression, and violence: from public health to neuroscience</article-title>. <source>Front Psychol</source>. (<year>2021</year>) <volume>12</volume>:<elocation-id>699726</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fpsyg.2021.699726</pub-id>, PMID: <pub-id pub-id-type="pmid">35002823</pub-id></citation></ref>
<ref id="B24">
<label>24</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hawi</surname> <given-names>NS</given-names>
</name>
</person-group>. <article-title>Arabic validation of the internet addiction test</article-title>. <source>Cyberpsychol Behav Soc Netw</source>. (<year>2013</year>) <volume>16</volume>:<page-range>200&#x2013;4</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1089/cyber.2012.0426</pub-id>, PMID: <pub-id pub-id-type="pmid">23441685</pub-id></citation></ref>
<ref id="B25">
<label>25</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Winters</surname> <given-names>KC</given-names>
</name>
<name>
<surname>Stinchfield</surname> <given-names>RD</given-names>
</name>
<name>
<surname>Fulkerson</surname> <given-names>J</given-names>
</name>
</person-group>. <article-title>Toward the development of an adolescent gambling problem severity scale</article-title>. <source>J Gambling Stud</source>. (<year>2024</year>) <volume>9</volume>(<issue>1</issue>). doi:&#xa0;<pub-id pub-id-type="doi">10.1007/BF01019925</pub-id>
</citation></ref>
<ref id="B26">
<label>26</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Al-Shawi</surname> <given-names>AF</given-names>
</name>
<name>
<surname>Lafta</surname> <given-names>RK</given-names>
</name>
</person-group>. <article-title>Effect of adverse childhood experiences on physical health in adulthood: Results of a study conducted in Baghdad city</article-title>. <source>J Fam Community Med</source>. (<year>2015</year>) <volume>22</volume>:<fpage>78</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.4103/2230-8229.155374</pub-id>, PMID: <pub-id pub-id-type="pmid">25983602</pub-id></citation></ref>
<ref id="B27">
<label>27</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Terkawi</surname> <given-names>AS</given-names>
</name>
<name>
<surname>Tsang</surname> <given-names>S</given-names>
</name>
<name>
<surname>AlKahtani</surname> <given-names>GJ</given-names>
</name>
<name>
<surname>Al-Mousa</surname> <given-names>SH</given-names>
</name>
<name>
<surname>Al Musaed</surname> <given-names>S</given-names>
</name>
<name>
<surname>AlZoraigi</surname> <given-names>US</given-names>
</name>
<etal/>
</person-group>. <article-title>Development and validation of Arabic version of the Hospital Anxiety and Depression Scale</article-title>. <source>Saudi J Anaesth</source>. (<year>2017</year>) <volume>11</volume>:<page-range>S11&#x2013;8</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.4103/sja.SJA_43_17</pub-id>, PMID: <pub-id pub-id-type="pmid">28616000</pub-id></citation></ref>
<ref id="B28">
<label>28</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hayes</surname> <given-names>AF</given-names>
</name>
<name>
<surname>Rockwood</surname> <given-names>NJ</given-names>
</name>
</person-group>. <article-title>Regression-based statistical mediation and moderation analysis in clinical research: Observations, recommendations, and implementation</article-title>. <source>Behav Res Ther</source>. (<year>2017</year>) <volume>98</volume>:<fpage>39</fpage>&#x2013;<lpage>57</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.brat.2016.11.001</pub-id>, PMID: <pub-id pub-id-type="pmid">27865431</pub-id></citation></ref>
<ref id="B29">
<label>29</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dudley</surname> <given-names>WN</given-names>
</name>
<name>
<surname>Benuzillo</surname> <given-names>JG</given-names>
</name>
<name>
<surname>Carrico</surname> <given-names>MS</given-names>
</name>
</person-group>. <article-title>SPSS and SAS programming for the testing of mediation models</article-title>. <source>Nurs Res</source>. (<year>2004</year>) <volume>53</volume>:<fpage>59</fpage>&#x2013;<lpage>62</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1097/00006199-200401000-00009</pub-id>, PMID: <pub-id pub-id-type="pmid">14726778</pub-id></citation></ref>
<ref id="B30">
<label>30</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fan</surname> <given-names>T</given-names>
</name>
<name>
<surname>Twayigira</surname> <given-names>M</given-names>
</name>
<name>
<surname>Song</surname> <given-names>L</given-names>
</name>
<name>
<surname>Luo</surname> <given-names>X</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>C</given-names>
</name>
<name>
<surname>Gao</surname> <given-names>X</given-names>
</name>
<etal/>
</person-group>. <article-title>Prevalence and associated factors of internet addiction among Chinese adolescents: association with childhood trauma</article-title>. <source>Front Public Health</source>. (<year>2023</year>) <volume>11</volume>:<elocation-id>1172109</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fpubh.2023.1172109</pub-id>, PMID: <pub-id pub-id-type="pmid">37663845</pub-id></citation></ref>
<ref id="B31">
<label>31</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mlouki</surname> <given-names>I</given-names>
</name>
<name>
<surname>Majdoub</surname> <given-names>M</given-names>
</name>
<name>
<surname>Hariz</surname> <given-names>E</given-names>
</name>
<name>
<surname>Silini</surname> <given-names>A</given-names>
</name>
<name>
<surname>Mrabet</surname> <given-names>HE</given-names>
</name>
<name>
<surname>Rezg</surname> <given-names>N</given-names>
</name>
<etal/>
</person-group>. <article-title>Gender differences in adverse childhood experiences, resilience and internet addiction among Tunisian students: Exploring the mediation effect</article-title>. <source>PloS Glob Public Health</source>. (<year>2024</year>) <volume>4</volume>:<elocation-id>e0002556</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1371/journal.pgph.0002556</pub-id>, PMID: <pub-id pub-id-type="pmid">38236830</pub-id></citation></ref>
<ref id="B32">
<label>32</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shi</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Tang</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Gan</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Hu</surname> <given-names>M</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>Y</given-names>
</name>
</person-group>. <article-title>Association between family atmosphere and internet addiction among adolescents: the mediating role of self-esteem and negative emotions</article-title>. <source>Int J Public Health</source>. (<year>2023</year>) <volume>68</volume>:<elocation-id>1605609</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/ijph.2023.1605609</pub-id>, PMID: <pub-id pub-id-type="pmid">37435194</pub-id></citation></ref>
<ref id="B33">
<label>33</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ariani</surname> <given-names>P</given-names>
</name>
<name>
<surname>Suryani</surname> <given-names>S</given-names>
</name>
<name>
<surname>Hernawaty</surname> <given-names>T</given-names>
</name>
</person-group>. <article-title>Relationship between academic stress, family and peer attachment with internet addiction in adolescents</article-title>. <source>J Keperawatan Padjadjaran</source>. (<year>2018</year>) <volume>6</volume>(<issue>3</issue>):<page-range>215&#x2013;26</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.24198/jkp.v6i3.483</pub-id>
</citation></ref>
<ref id="B34">
<label>34</label>
<citation citation-type="web">
<article-title>Association between internet addiction and substance abuse: A literature survey for early detection and treatment</article-title> . Available online at: <uri xlink:href="https://www.researchgate.net/publication/372418465_Association_Between_Internet_Addiction_and_Substance_Abuse_A_Literature_Survey_for_Early_Detection_and_Treatment">https://www.researchgate.net/publication/372418465_Association_Between_Internet_Addiction_and_Substance_Abuse_A_Literature_Survey_for_Early_Detection_and_Treatment</uri>.</citation></ref>
<ref id="B35">
<label>35</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gansner</surname> <given-names>M</given-names>
</name>
<name>
<surname>Horton</surname> <given-names>AK</given-names>
</name>
<name>
<surname>Singh</surname> <given-names>R</given-names>
</name>
<name>
<surname>Schuman-Olivier</surname> <given-names>Z</given-names>
</name>
</person-group>. <article-title>Exploring relationships between social media use, online exposure to drug-related content, and youth substance use in real time: a pilot ecological momentary assessment study in a clinical sample of adolescents and young adults</article-title>. <source>Front Child Adolesc Psychiatry</source>. (<year>2024</year>). doi:&#xa0;<pub-id pub-id-type="doi">10.3389/frcha.2024.1369810</pub-id>, PMID: <pub-id pub-id-type="pmid">39834351</pub-id></citation></ref>
<ref id="B36">
<label>36</label>
<citation citation-type="web">
<article-title>Compulsive Internet and Prevalence Substance Use among Spanish Adolescents</article-title>. Available online at: <uri xlink:href="https://www.researchgate.net/publication/347165743_Compulsive_Internet_and_Prevalence_Substance_Use_among_Spanish_Adolescents">https://www.researchgate.net/publication/347165743_Compulsive_Internet_and_Prevalence_Substance_Use_among_Spanish_Adolescents</uri> (Accessed <access-date>November 2020</access-date>).</citation></ref>
<ref id="B37">
<label>37</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Evli</surname> <given-names>M</given-names>
</name>
<name>
<surname>&#x15e;im&#x15f;ek</surname> <given-names>N</given-names>
</name>
<name>
<surname>I&#x15f;&#x131;kg&#xf6;z</surname> <given-names>M</given-names>
</name>
<name>
<surname>&#xd6;zt&#xfc;rk</surname> <given-names>H</given-names>
</name>
</person-group>. <article-title>Internet addiction, insomnia, and violence tendency in adolescents</article-title>. <source>Int J Soc Psychiatry</source>. (<year>2023</year>) <volume>69</volume>(<issue>2</issue>):<page-range>1&#x2013;5</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1177/00207640221090964</pub-id>, PMID: <pub-id pub-id-type="pmid">35470724</pub-id></citation></ref>
<ref id="B38">
<label>38</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Khehra</surname> <given-names>N</given-names>
</name>
</person-group>. <article-title>Association of internet addiction with social support, loneliness and stress: A cross sectional study among female college students</article-title>. <source>Indian J Public Health Res Dev</source>. (<year>2020</year>) <volume>11</volume>(<issue>3</issue>):<page-range>887&#x2013;92</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.37506/ijphrd.v11i3.1443</pub-id>
</citation></ref>
<ref id="B39">
<label>39</label>
<citation citation-type="web">
<article-title>A cross&#x2013;sectional study of impact of internet use on aggression among adolescents</article-title>. Available online at: <uri xlink:href="https://www.worldwidejournals.com/international-journal-of-scientific-research-(IJSR)/article/a-cross-sectional-study-of-impact-of-internet-use-on-aggression-among-adolescents/NDYxNjE=/">https://www.worldwidejournals.com/international-journal-of-scientific-research-(IJSR)/article/a-cross-sectional-study-of-impact-of-internet-use-on-aggression-among-adolescents/NDYxNjE=/</uri> (Accessed <access-date>February 2023</access-date>).</citation></ref>
<ref id="B40">
<label>40</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mo&#xf1;ino&#x2011;Garc&#xed;a</surname> <given-names>M</given-names>
</name>
<name>
<surname>Ballesta</surname> <given-names>M</given-names>
</name>
<name>
<surname>Huerta</surname> <given-names>JM</given-names>
</name>
<name>
<surname>Correa&#x2011;Rodr&#xed;guez</surname> <given-names>JF</given-names>
</name>
<name>
<surname>Cabrera&#x2011;Castro</surname> <given-names>N</given-names>
</name>
<name>
<surname>Llorens</surname> <given-names>N</given-names>
</name>
<etal/>
</person-group>. <article-title>The adolescent problem gambling prevalence associated with leisure-time activities and risky behaviors in southern Spain</article-title>. <source>Int J Ment Health Addict</source>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s11469-022-00950-7</pub-id>, PMID: <pub-id pub-id-type="pmid">36440256</pub-id></citation></ref>
<ref id="B41">
<label>41</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Favieri</surname> <given-names>F</given-names>
</name>
<name>
<surname>Forte</surname> <given-names>G</given-names>
</name>
<name>
<surname>Casagrande</surname> <given-names>M</given-names>
</name>
<name>
<surname>Dalpiaz</surname> <given-names>C</given-names>
</name>
<name>
<surname>Riglioni</surname> <given-names>A</given-names>
</name>
<name>
<surname>Langher</surname> <given-names>V</given-names>
</name>
<etal/>
</person-group>. <article-title>A portrait of gambling behaviors and associated cognitive beliefs among young adolescents in Italy</article-title>. <source>Int J Ment Health Addict</source>. (<year>2025</year>) <volume>23</volume>:<page-range>1788&#x2013;802</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s11469-023-01198-5</pub-id>
</citation></ref>
<ref id="B42">
<label>42</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Riley</surname> <given-names>BJ</given-names>
</name>
<name>
<surname>Oster</surname> <given-names>C</given-names>
</name>
<name>
<surname>Rahamathulla</surname> <given-names>M</given-names>
</name>
<name>
<surname>Lawn</surname> <given-names>S</given-names>
</name>
</person-group>. <article-title>Attitudes, risk factors, and behaviours of gambling among adolescents and young people: A literature review and gap analysis</article-title>. <source>Int J Environ Res Public Health</source>. (<year>2021</year>) <volume>18</volume>:<elocation-id>984</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/ijerph18030984</pub-id>, PMID: <pub-id pub-id-type="pmid">33499418</pub-id></citation></ref>
<ref id="B43">
<label>43</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Parrado-Gonz&#xe1;lez</surname> <given-names>A</given-names>
</name>
<name>
<surname>Fern&#xe1;ndez-Calder&#xf3;n</surname> <given-names>F</given-names>
</name>
<name>
<surname>Newall</surname> <given-names>PWS</given-names>
</name>
<name>
<surname>Le&#xf3;n-Jariego</surname> <given-names>JC</given-names>
</name>
</person-group>. <article-title>Peer and parental social norms as determinants of gambling initiation: A prospective study</article-title>. <source>J&#xa0;Adolesc Health</source>. (<year>2023</year>) <volume>73</volume>:<fpage>296</fpage>&#x2013;<lpage>301</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jadohealth.2023.02.033</pub-id>, PMID: <pub-id pub-id-type="pmid">37061904</pub-id></citation></ref>
<ref id="B44">
<label>44</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Stefanovics</surname> <given-names>EA</given-names>
</name>
<name>
<surname>Zhai</surname> <given-names>ZW</given-names>
</name>
<name>
<surname>Potenza</surname> <given-names>MN</given-names>
</name>
</person-group>. <article-title>Gambling in connecticut adolescents: prevalence, socio-demographic characteristics, trauma exposure, suicidality, and other risk behaviors</article-title>. <source>medRxiv;</source>. (<year>2023</year>) <elocation-id>2023.08.11.23294008</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1101/2023.08.11.23294008</pub-id>, PMID: <pub-id pub-id-type="pmid">39908256</pub-id></citation></ref>
<ref id="B45">
<label>45</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhai</surname> <given-names>ZW</given-names>
</name>
<name>
<surname>Duenas</surname> <given-names>GL</given-names>
</name>
<name>
<surname>Wampler</surname> <given-names>J</given-names>
</name>
<name>
<surname>Potenza</surname> <given-names>MN</given-names>
</name>
</person-group>. <article-title>Gambling, substance use and violence in male and female adolescents</article-title>. <source>J Gambl Stud</source>. (<year>2020</year>) <volume>36</volume>:<page-range>1301&#x2013;24</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s10899-020-09931-8</pub-id>, PMID: <pub-id pub-id-type="pmid">32086680</pub-id></citation></ref>
<ref id="B46">
<label>46</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hellberg</surname> <given-names>SN</given-names>
</name>
<name>
<surname>Russell</surname> <given-names>TI</given-names>
</name>
<name>
<surname>Robinson</surname> <given-names>MJF</given-names>
</name>
</person-group>. <article-title>Cued for risk: Evidence for an incentive sensitization framework to explain the interplay between stress and anxiety, substance abuse, and reward uncertainty in disordered gambling behavior</article-title>. <source>Cognit Affect Behav Neurosci</source>. (<year>2019</year>) <volume>19</volume>:<page-range>737&#x2013;58</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.3758/s13415-018-00662-3</pub-id>, PMID: <pub-id pub-id-type="pmid">30357661</pub-id></citation></ref>
<ref id="B47">
<label>47</label>
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Cosma</surname> <given-names>A</given-names>
</name>
<name>
<surname>Molcho</surname> <given-names>M</given-names>
</name>
<name>
<surname>Pickett</surname> <given-names>W</given-names>
</name>
</person-group>. <source>A focus on adolescent peer violence and bullying in Europe, central Asia and Canada. Health Behaviour in School-aged Children international report from the 2021/2022 survey</source>. <publisher-name>World Health Organization. Regional Office for Europe</publisher-name> (<year>2024</year>). Available online at: <uri xlink:href="https://iris.who.int/handle/10665/376323">https://iris.who.int/handle/10665/376323</uri> (Accessed <access-date>September 23, 2024</access-date>).</citation></ref>
<ref id="B48">
<label>48</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shaikh</surname> <given-names>MA</given-names>
</name>
<name>
<surname>Abio</surname> <given-names>AP</given-names>
</name>
<name>
<surname>Adedimeji</surname> <given-names>AA</given-names>
</name>
<name>
<surname>Lowery Wilson</surname> <given-names>M</given-names>
</name>
</person-group>. <article-title>Involvement in physical fights among school attending adolescents: A nationally representative sample from Kuwait</article-title>. <source>Behav Sci</source>. (<year>2020</year>) <volume>10</volume>:<elocation-id>29</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/bs10010029</pub-id>, PMID: <pub-id pub-id-type="pmid">31936281</pub-id></citation></ref>
<ref id="B49">
<label>49</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Aboagye</surname> <given-names>RG</given-names>
</name>
<name>
<surname>Seidu</surname> <given-names>AA</given-names>
</name>
<name>
<surname>Adu</surname> <given-names>C</given-names>
</name>
<name>
<surname>Cadri</surname> <given-names>A</given-names>
</name>
<name>
<surname>Mireku</surname> <given-names>DO</given-names>
</name>
<name>
<surname>Ahinkorah</surname> <given-names>BO</given-names>
</name>
</person-group>. <article-title>Interpersonal violence among in-school adolescents in sub-Saharan Africa: Assessing the prevalence and predictors from the Global School-based health survey</article-title>. <source>SSM - Popul Health</source>. (<year>2021</year>) <volume>16</volume>:<elocation-id>100929</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.ssmph.2021.100929</pub-id>, PMID: <pub-id pub-id-type="pmid">34660877</pub-id></citation></ref>
<ref id="B50">
<label>50</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kumar</surname> <given-names>M</given-names>
</name>
<name>
<surname>Kapoor</surname> <given-names>R</given-names>
</name>
<name>
<surname>Hiremath</surname> <given-names>RN</given-names>
</name>
<name>
<surname>Nimonkar</surname> <given-names>R</given-names>
</name>
<name>
<surname>Goswami</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>Study of aggression and its factors among school going adolescents of Delhi, India</article-title>. <source>J Fam Med Prim Care</source>. (<year>2023</year>) <volume>12</volume>:<page-range>3180&#x2013;5</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.4103/jfmpc.jfmpc_756_23</pub-id>, PMID: <pub-id pub-id-type="pmid">38361895</pub-id></citation></ref>
<ref id="B51">
<label>51</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Aboagye</surname> <given-names>RG</given-names>
</name>
<name>
<surname>Seidu</surname> <given-names>AA</given-names>
</name>
<name>
<surname>Arthur-Holmes</surname> <given-names>F</given-names>
</name>
<name>
<surname>Frimpong</surname> <given-names>JB</given-names>
</name>
<name>
<surname>Hagan</surname> <given-names>JE</given-names>
</name>
<name>
<surname>Amu</surname> <given-names>H</given-names>
</name>
<etal/>
</person-group>. <article-title>Prevalence and factors associated with interpersonal violence among in-school adolescents in Ghana: analysis of the global school-based health survey data</article-title>. <source>Adolescents</source>. (<year>2021</year>) <volume>1</volume>:<page-range>186&#x2013;98</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.ssmph.2021.100929</pub-id>, PMID: <pub-id pub-id-type="pmid">34660877</pub-id></citation></ref>
<ref id="B52">
<label>52</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Caballero&#x2013;Dom&#xed;nguez</surname> <given-names>CC</given-names>
</name>
<name>
<surname>Perdomo-Rojas</surname> <given-names>JA</given-names>
</name>
<name>
<surname>Campo&#x2013;Arias</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>Variables associated with fight starting among Colombian high-school adolescents</article-title>. <source>J Posit Psychol Wellbeing</source>. (<year>2023</year>) <volume>7</volume>:<page-range>869&#x2013;80</page-range>.</citation></ref>
<ref id="B53">
<label>53</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kyei-Gyamfi</surname> <given-names>S</given-names>
</name>
<name>
<surname>Kyei-Arthur</surname> <given-names>F</given-names>
</name>
<name>
<surname>Alhassan</surname> <given-names>N</given-names>
</name>
<name>
<surname>Agyekum</surname> <given-names>MW</given-names>
</name>
<name>
<surname>Abrah</surname> <given-names>PB</given-names>
</name>
<name>
<surname>Kugbey</surname> <given-names>N</given-names>
</name>
</person-group>. <article-title>Prevalence, correlates, and reasons for substance use among adolescents aged 10&#x2013;17 in Ghana: a cross-sectional convergent parallel mixed-method study</article-title>. <source>Subst Abuse Treat Prev Policy</source>. (<year>2024</year>) <volume>19</volume>:<fpage>17</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s13011-024-00600-2</pub-id>, PMID: <pub-id pub-id-type="pmid">38424633</pub-id></citation></ref>
<ref id="B54">
<label>54</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mavura</surname> <given-names>RA</given-names>
</name>
<name>
<surname>Nyaki</surname> <given-names>AY</given-names>
</name>
<name>
<surname>Leyaro</surname> <given-names>BJ</given-names>
</name>
<name>
<surname>Mamseri</surname> <given-names>R</given-names>
</name>
<name>
<surname>George</surname> <given-names>J</given-names>
</name>
<name>
<surname>Ngocho</surname> <given-names>JS</given-names>
</name>
<etal/>
</person-group>. <article-title>Prevalence of substance use and associated factors among secondary school adolescents in Kilimanjaro region, northern Tanzania</article-title>. <source>PloS One</source>. (<year>2022</year>) <volume>17</volume>:<elocation-id>e0274102</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1371/journal.pone.0274102</pub-id>, PMID: <pub-id pub-id-type="pmid">36054121</pub-id></citation></ref>
<ref id="B55">
<label>55</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Arnaud</surname> <given-names>N</given-names>
</name>
<name>
<surname>Wartberg</surname> <given-names>L</given-names>
</name>
<name>
<surname>Simon-Kutscher</surname> <given-names>K</given-names>
</name>
<name>
<surname>Thomasius</surname> <given-names>R</given-names>
</name>
<collab>IMAC-Mind Consortium</collab>
</person-group>. <article-title>Prevalence of substance use disorders and associations with mindfulness, impulsive personality traits and psychopathological symptoms in a representative sample of adolescents in Germany</article-title>. <source>Eur Child Adolesc Psychiatry</source>. (<year>2024</year>) <volume>33</volume>:<page-range>451&#x2013;65</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00787-023-02173-0</pub-id>, PMID: <pub-id pub-id-type="pmid">36853515</pub-id></citation></ref>
<ref id="B56">
<label>56</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Melkam</surname> <given-names>M</given-names>
</name>
<name>
<surname>Segon</surname> <given-names>T</given-names>
</name>
<name>
<surname>Nakie</surname> <given-names>G</given-names>
</name>
<name>
<surname>Nenko</surname> <given-names>G</given-names>
</name>
<name>
<surname>Demilew</surname> <given-names>D</given-names>
</name>
</person-group>. <article-title>Substance use and associated factors among high school students in Northwest Ethiopia</article-title>. <source>Pan Afr Med J</source>. (<year>2023</year>) <volume>44</volume>(<issue>162</issue>):<page-range>1&#x2013;12</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.11604/pamj.2023.44.162.35168</pub-id>, PMID: <pub-id pub-id-type="pmid">37455874</pub-id></citation></ref>
<ref id="B57">
<label>57</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Venkatesh</surname> <given-names>U</given-names>
</name>
<name>
<surname>Aparnavi</surname> <given-names>P</given-names>
</name>
<name>
<surname>Mogan</surname> <given-names>KA</given-names>
</name>
<name>
<surname>Durga</surname> <given-names>R</given-names>
</name>
<name>
<surname>Pearson</surname> <given-names>J</given-names>
</name>
<name>
<surname>Kishore</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>Determinants of substance use among young people attending primary health centers in India</article-title>. <source>Camb Prisms Glob Ment Health</source>. (<year>2024</year>) <volume>11</volume>:<elocation-id>e23</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1017/gmh.2024.13</pub-id>, PMID: <pub-id pub-id-type="pmid">38572250</pub-id></citation></ref>
<ref id="B58">
<label>58</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mlouki</surname> <given-names>I</given-names>
</name>
<name>
<surname>Bouanene</surname> <given-names>I</given-names>
</name>
<name>
<surname>Sioud</surname> <given-names>I</given-names>
</name>
<name>
<surname>Bchir</surname> <given-names>A</given-names>
</name>
<name>
<surname>al&#x2019;Absi</surname> <given-names>M</given-names>
</name>
<name>
<surname>El Mhamdi</surname> <given-names>S</given-names>
</name>
</person-group>. <article-title>Impulsivity mediates the impact of early life adversity on high risk behaviors among Tunisian adolescents</article-title>. <source>Prev Med Rep</source>. (<year>2021</year>) <volume>23</volume>:<elocation-id>101424</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.pmedr.2021.101424</pub-id>, PMID: <pub-id pub-id-type="pmid">34150480</pub-id></citation></ref>
<ref id="B59">
<label>59</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xue</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Xue</surname> <given-names>B</given-names>
</name>
<name>
<surname>Zheng</surname> <given-names>X</given-names>
</name>
<name>
<surname>Shi</surname> <given-names>L</given-names>
</name>
<name>
<surname>Liang</surname> <given-names>P</given-names>
</name>
<name>
<surname>Xiao</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>Associations between internet addiction and psychological problems among adolescents: description and&#xa0;possible explanations</article-title>. <source>Front Psychol</source>. (<year>2023</year>) <volume>14</volume>:<elocation-id>1097331</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fpsyg.2023.1097331</pub-id>, PMID: <pub-id pub-id-type="pmid">37255516</pub-id></citation></ref>
<ref id="B60">
<label>60</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Anyanwu</surname> <given-names>MU</given-names>
</name>
<name>
<surname>Demetrovics</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Griffiths</surname> <given-names>MD</given-names>
</name>
<name>
<surname>Horv&#xe1;th</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Czak&#xf3;</surname> <given-names>A</given-names>
</name>
<name>
<surname>Bajunirwe</surname> <given-names>F</given-names>
</name>
<etal/>
</person-group>. <article-title>Problem gambling among adolescents in Uganda: A cross-sectional survey study</article-title>. <source>J&#xa0;Gambl Stud</source>. (<year>2023</year>) <volume>39</volume>:<page-range>971&#x2013;85</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s10899-023-10205-2</pub-id>, PMID: <pub-id pub-id-type="pmid">37029857</pub-id></citation></ref>
<ref id="B61">
<label>61</label>
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Griffiths</surname> <given-names>MD</given-names>
</name>
<name>
<surname>Calado</surname> <given-names>F</given-names>
</name>
</person-group>. <source>Gambling disorder</source>. <publisher-loc>Cham</publisher-loc>: <publisher-name>Springer</publisher-name> (<year>2022</year>) p. <fpage>1</fpage>&#x2013;<lpage>29</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/978-3-031-04772-5_1</pub-id>
</citation></ref>
<ref id="B62">
<label>62</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pichlmeier</surname> <given-names>S</given-names>
</name>
<name>
<surname>Streb</surname> <given-names>J</given-names>
</name>
<name>
<surname>R&#xf6;sel</surname> <given-names>FA</given-names>
</name>
<name>
<surname>Dobler</surname> <given-names>H</given-names>
</name>
<name>
<surname>Dudeck</surname> <given-names>M</given-names>
</name>
<name>
<surname>Fritz</surname> <given-names>M</given-names>
</name>
</person-group>. <article-title>Subjective and objective assessments of executive functions are independently predictive of aggressive tendencies in patients with substance use disorder</article-title>. <source>Compr Psychiatry</source>. (<year>2024</year>) <volume>132</volume>:<elocation-id>152475</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.comppsych.2024.152475</pub-id>, PMID: <pub-id pub-id-type="pmid">38531178</pub-id></citation></ref>
<ref id="B63">
<label>63</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chaabane</surname> <given-names>M</given-names>
</name>
<name>
<surname>Touhemi</surname> <given-names>DB</given-names>
</name>
<name>
<surname>Chiha</surname> <given-names>K</given-names>
</name>
<name>
<surname>Kammoun</surname> <given-names>W</given-names>
</name>
<name>
<surname>Boudabous</surname> <given-names>J</given-names>
</name>
<name>
<surname>Hajkacem</surname> <given-names>I</given-names>
</name>
<etal/>
</person-group>. <article-title>Internet gambling disorder in adolescents: Prevalence and associated factors; A cross-sectional study of 360 cases</article-title>. <source>Eur Psychiatry</source>. (<year>2023</year>) <volume>66</volume>:<page-range>S732&#x2013;3</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1192/j.eurpsy.2023.1537</pub-id>
</citation></ref>
<ref id="B64">
<label>64</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Merdassa</surname> <given-names>AB</given-names>
</name>
</person-group>. <article-title>Traditional masculinity, peer pressure, and sensation seeking as correlates of risky behaviours</article-title>. <source>Int J Adolesc Youth</source>. (<year>2024</year>). doi:&#xa0;<pub-id pub-id-type="doi">10.1080/02673843.2023.2298087</pub-id>
</citation></ref>
</ref-list>
</back>
</article>