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    <front>
        <journal-meta>
            <journal-id journal-id-type="pmc">F1000Research</journal-id>
            <journal-title-group>
                <journal-title>F1000Research</journal-title>
            </journal-title-group>
            <issn pub-type="epub">2046-1402</issn>
            <publisher>
                <publisher-name>F1000 Research Limited</publisher-name>
                <publisher-loc>London, UK</publisher-loc>
            </publisher>
        </journal-meta>
        <article-meta>
            <article-id pub-id-type="doi">10.12688/f1000research.176640.1</article-id>
            <article-categories>
                <subj-group subj-group-type="heading">
                    <subject>Research Article</subject>
                </subj-group>
                <subj-group>
                    <subject>Articles</subject>
                </subj-group>
            </article-categories>
            <title-group>
                <article-title>Anger, Aggression and Hostility Assessment Among Medical Students</article-title>
                <fn-group content-type="pub-status">
                    <fn>
                        <p>[version 1; peer review: 1 approved with reservations, 1 not approved]</p>
                    </fn>
                </fn-group>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author" corresp="yes">
                    <name>
                        <surname>Abdulkhaleq</surname>
                        <given-names>Abdullah</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Funding Acquisition</role>
                    <role content-type="http://credit.niso.org/">Investigation</role>
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                    <role content-type="http://credit.niso.org/">Validation</role>
                    <role content-type="http://credit.niso.org/">Visualization</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <uri content-type="orcid">https://orcid.org/0009-0006-1289-2028</uri>
                    <xref ref-type="corresp" rid="c1">a</xref>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Alfarsi</surname>
                        <given-names>Rawwaf</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
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                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Aljohani</surname>
                        <given-names>Adeeb</given-names>
                    </name>
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                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Jahri</surname>
                        <given-names>Ammar</given-names>
                    </name>
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                    <xref ref-type="aff" rid="a1">1</xref>
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                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Khawaji</surname>
                        <given-names>Bader</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
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                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Alraddadi</surname>
                        <given-names>Abdulrahman</given-names>
                    </name>
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                    <role content-type="http://credit.niso.org/">Data Curation</role>
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                    <xref ref-type="aff" rid="a2">2</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Alsaleh</surname>
                        <given-names>Ahmed</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
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                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Khan</surname>
                        <given-names>Muhammad</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Funding Acquisition</role>
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                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <aff id="a1">
                    <label>1</label>COM-J, King Saud bin Abdulaziz University for Health Sciences, Jeddah, Makkah Province, Saudi Arabia</aff>
                <aff id="a2">
                    <label>2</label>COM, King Saud bin Abdulaziz University for Health Sciences, Riyadh, Riyadh Province, Saudi Arabia</aff>
            </contrib-group>
            <author-notes>
                <corresp id="c1">
                    <label>a</label>
                    <email xlink:href="mailto:abdullahhcp@protonmail.com">abdullahhcp@protonmail.com</email>
                </corresp>
                <fn fn-type="conflict">
                    <p>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>14</day>
                <month>1</month>
                <year>2026</year>
            </pub-date>
            <pub-date pub-type="collection">
                <year>2026</year>
            </pub-date>
            <volume>15</volume>
            <elocation-id>54</elocation-id>
            <history>
                <date date-type="accepted">
                    <day>6</day>
                    <month>1</month>
                    <year>2026</year>
                </date>
            </history>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2026 Abdulkhaleq A et al.</copyright-statement>
                <copyright-year>2026</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access article distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <self-uri content-type="pdf" xlink:href="https://f1000research.com/articles/15-54/pdf"/>
            <abstract>
                <sec>
                    <title>Introduction</title>
                    <p>Anger, aggression, and hostility are interconnected and are difficult to evaluate. Aggression, in particular, may be a negative behavior and should be minimized. This study aimed to obtain the perceptions of anger, hostility, and aggression among medical students by comparing self-rating detailed assessment tool scores with students&#x2019; self, social and academic factors.</p>
                </sec>
                <sec>
                    <title>Methods</title>
                    <p>This cross-sectional study measured the anger, aggression, and hostility of medical students using the Buss-Perry Aggression Questionnaire (AGQ). AGQ scores were compared with age, body mass index (BMI), sex, physical activity, academic level, college grade point average (GPA), study duration, gaming, and social media time using t-test, ANOVA, and Spearman&#x2019;s correlation.</p>
                </sec>
                <sec>
                    <title>Results</title>
                    <p>A total of 138 medical students were included in this study: 109 males (79.0%) and 29 females (21.0%), with ages ranging from 18 to 27 years. The median Total AGQ was 71.5 with an IQR of 43.3. Insignificant results were found comparing total aggression scores (AGQ) with sex or educational levels, with p-value of 0.93 and 0.243, respectively, with the exception of hostility scores (AGQ_Host), which showed a significant association with educational level, with a p-value of 0.023. A significant inverse association was found between physical activity level and both the AGQ and AGQ-Host, with p-values of 0.047 and 0.002, respectively. Finally, GPA had a significant positive correlation with the AGQ-Host, with a p-value of 0.021.</p>
                </sec>
                <sec>
                    <title>Conclusion</title>
                    <p>Physical activity level, educational levels, and GPA were found to be the most influential factors in affecting the AGQ scores among other factors in this study. The use of better coping mechanisms, encouraging physical activity, improving sleep quality, and maintaining proper studying techniques may help reduce the AGQ scores.</p>
                </sec>
            </abstract>
            <kwd-group kwd-group-type="author">
                <kwd>Anger</kwd>
                <kwd>Aggression</kwd>
                <kwd>Hostility</kwd>
                <kwd>Prevalence</kwd>
                <kwd>Aggression questionnaire</kwd>
            </kwd-group>
            <funding-group>
                <funding-statement>The author(s) declared that no grants were involved in supporting this work.</funding-statement>
            </funding-group>
        </article-meta>
    </front>
    <body>
        <sec id="sec5">
            <title>Introduction &amp; Background</title>
            <p>The precise definitions and multifaceted nature of anger, aggression, and hostility continue to be areas of ongoing psychological research. Anger can be defined as an emotion that relates to an individual&#x2019;s psychological interpretation of being attacked, abused, or rejected. Hostility, on the other hand, is an attitude of psychological compulsion and extortion, which is an effort to suppress others to represent the desired feedback. Hostility usually involves negative awareness of surroundings, which is increased by anger. Aggression is any behavior performed with the aim of harm or destruction.
                <sup>
                    <xref ref-type="bibr" rid="ref1">1</xref>&#x2013;
                    <xref ref-type="bibr" rid="ref3">3</xref>
                </sup> Anger, hostility, and aggression are not negative by themselves; in fact, they may be essential for human survival. Aggression is an intentional expression of energy, but the damage may not be intentional.
                <sup>
                    <xref ref-type="bibr" rid="ref4">4</xref>
                </sup> The most extreme form of aggression, defined as violence that results in psychological harm, deprivation, injury, or death, will not be our focus in this study, as it requires further legal and ethical steps.
                <sup>
                    <xref ref-type="bibr" rid="ref5">5</xref>
                </sup> Additionally, verbal or physical aggression is further subdivided into reactive and proactive.
                <sup>
                    <xref ref-type="bibr" rid="ref6">6</xref>,
                    <xref ref-type="bibr" rid="ref7">7</xref>
                </sup> Reactive aggression, which is the focus of this study, is usually accompanied by anger and hostility, where anger serves as a crucial link between aggression and hostility.
                <sup>
                    <xref ref-type="bibr" rid="ref8">8</xref>&#x2013;
                    <xref ref-type="bibr" rid="ref15">15</xref>
                </sup> In contrast, proactive aggression, which is usually preceded by a conceptual feeling of superiority, is not usually initiated by anger or hostility.
                <sup>
                    <xref ref-type="bibr" rid="ref16">16</xref>&#x2013;
                    <xref ref-type="bibr" rid="ref20">20</xref>
                </sup> In a study in which participants, who were connected to a transcranial direct current stimulator (tDCS) to increase their left cortical activity, were exposed to anger stimulants, an insult showed more aggressive behavior.
                <sup>
                    <xref ref-type="bibr" rid="ref21">21</xref>
                </sup> Measuring aggression is challenging because of the need for continuous monitoring of participants&#x2019; behaviors and the cost of the resources needed for the job. Moreover, it may lead to changes in participants&#x2019; behaviors as they know that they are being watched, which is commonly defined as the audience effect.
                <sup>
                    <xref ref-type="bibr" rid="ref22">22</xref>
                </sup> Thus, many studies have applied self-rating tools to obtain perceptions of participants&#x2019; aggression. The Buss-Perry Aggression Questionnaire (AGQ), a tool published in 1992 with good generalizability, is commonly used and is considered the gold standard in this regard.
                <sup>
                    <xref ref-type="bibr" rid="ref23">23</xref>
                </sup> A study using the AGQ on 5476 participants ranging from 15-26 years old (2785 males and 2691 females) found that aggression was highly expressed by teanagers and young adults.
                <sup>
                    <xref ref-type="bibr" rid="ref24">24</xref>
                </sup> Multiple factors were significantly associated with increased aggression scores, including mood disturbances, failure in academics, missed college, media, family and peer influence, and others.
                <sup>
                    <xref ref-type="bibr" rid="ref24">24</xref>
                </sup> Furthermore, a study in Greece that examined the aggression of 2050 high school students among 49 schools found a significant association between aggression and non-intact family structure, food intake, and household insecurity.
                <sup>
                    <xref ref-type="bibr" rid="ref25">25</xref>
                </sup> Other factors were alcohol and tobacco use, which were significantly associated with increased anger, aggression, and hostility.
                <sup>
                    <xref ref-type="bibr" rid="ref26">26</xref>
                </sup> Moreover, individuals with poorer social skills may have higher levels of anger and aggression.
                <sup>
                    <xref ref-type="bibr" rid="ref27">27</xref>
                </sup> Another study focused on aggression and sleep in young adults and noted that sleep duration was negatively correlated with aggression scores.
                <sup>
                    <xref ref-type="bibr" rid="ref28">28</xref>
                </sup> Another study found a significant positive correlation between the aggression of 843 university students with smartphone addiction and loneliness.
                <sup>
                    <xref ref-type="bibr" rid="ref29">29</xref>
                </sup> A study that investigated aggression and body mass index (BMI) in female adolescents aged 12-18 years found a significant positive correlation.
                <sup>
                    <xref ref-type="bibr" rid="ref30">30</xref>
                </sup> In another study, Fekih-Romdhane et al. aimed to determine whether cognitive function indirectly affected the relationship between smartphone addiction and aggression.
                <sup>
                    <xref ref-type="bibr" rid="ref31">31</xref>
                </sup> The results showed that higher smartphone addiction and worsened cognitive function were significantly associated with greater physical aggression, verbal aggression, anger, and hostility. Additionally, older age was associated with more verbal aggression, higher Body Mass Index (BMI) was associated with more physical aggression, and more financial burden was associated with more hostility.
                <sup>
                    <xref ref-type="bibr" rid="ref31">31</xref>
                </sup> All of these studies emphasized that aggression was noted in multiple settings and had many associated factors. An extremely sensitive setting, where aggression must be at its minimum, is the healthcare setting, as it may lead to a sentinel event. However, healthcare professionals&#x2019; anger and aggression were recorded in multidisciplinary teams between doctors and nurses, which had a negative effect on patient care as it caused miscommunication and less collaboration.
                <sup>
                    <xref ref-type="bibr" rid="ref32">32</xref>&#x2013;
                    <xref ref-type="bibr" rid="ref34">34</xref>
                </sup> One of the contributing factors is sex, as almost two-thirds of female radiologists encounter aggression from other female staff.
                <sup>
                    <xref ref-type="bibr" rid="ref35">35</xref>
                </sup> In 2022, a study by Syed et al. was conducted in Riyadh, which assessed the prevalence of aggressive behaviors, such as workplace bullying toward healthcare practitioners, revealed that 53% of workers in several healthcare services had experienced some sort of workplace bullying.
                <sup>
                    <xref ref-type="bibr" rid="ref36">36</xref>
                </sup> Furthermore, with an increased prevalence of bullying, job dissatisfaction reached up to 78% in severely bullied workers.
                <sup>
                    <xref ref-type="bibr" rid="ref36">36</xref>
                </sup> In a study on medical students, which was performed in Karachi 2019, measured anger prevalence among medical students and revealed that medical students in educational settings had &gt;90% frequency of expressing anger due to academic stress, such as study workload. An average of 65% of students showed hostility toward others in the academic setting.
                <sup>
                    <xref ref-type="bibr" rid="ref37">37</xref>
                </sup> In particular, female students showed increased anger expression and hostility compared to male students, which could be due to academic stress.
                <sup>
                    <xref ref-type="bibr" rid="ref38">38</xref>
                </sup>
            </p>
            <p>Resilience, which was inversely associated with aggression, was defined as the ability to return to normal with minimum disturbance after a disruptive event.
                <sup>
                    <xref ref-type="bibr" rid="ref39">39</xref>&#x2013;
                    <xref ref-type="bibr" rid="ref54">54</xref>
                </sup> The lack of resilience often leads to emotional instability, which can result in aggression.
                <sup>
                    <xref ref-type="bibr" rid="ref55">55</xref>
                </sup> Myszkowski et al. showed that internal medicine residents experienced extreme stress on a day-to-day basis.
                <sup>
                    <xref ref-type="bibr" rid="ref56">56</xref>
                </sup> Other healthcare providers and mental health nurses have experienced anger related to their medical practice.
                <sup>
                    <xref ref-type="bibr" rid="ref55">55</xref>
                </sup> This shows the essence of promoting emotion-regulating techniques to reduce anger, aggression, and hostility among healthcare providers. In a study by Amin et al., medical students with high anger scores were given anger management sessions and measured after the intervention. They showed a significant anger reduction with an average of 25% compared to the control group.
                <sup>
                    <xref ref-type="bibr" rid="ref57">57</xref>
                </sup> Moreover, anger management skills have been shown to significantly decrease anger manifestation and aggressive behavior.
                <sup>
                    <xref ref-type="bibr" rid="ref58">58</xref>
                </sup> Spirituality was a major factor that showed its significance in two studies, yet it was not included in our study due to its difficulty in quantitative measurement. The first study was a cross-sectional study conducted on Iranian nurses who measured spirituality using the Palutzian-Ellison spiritual well-being questionnaire, which showed a significant inverse correlation between spirituality score and all AGQ scores, suggesting promoting spirituality modality as a part of medical education to reduce aggression.
                <sup>
                    <xref ref-type="bibr" rid="ref59">59</xref>
                </sup> In the second study, Kanchibhotla et al., 219 convicted extremist offenders were chosen to enter a comprehensive 40-day yoga program.
                <sup>
                    <xref ref-type="bibr" rid="ref60">60</xref>
                </sup> Several behavioral changes were observed during the program, including feelings of peace, aggression, and life satisfaction. The Buss-Perry scale questionnaires were administered before and after the 40-day yoga programme. A Significant reduction in aggression was observed, which led to improved quality of life and life satisfaction.
                <sup>
                    <xref ref-type="bibr" rid="ref60">60</xref>
                </sup>
            </p>
            <p>These studies illustrate that aggressive behavior can be primarily prevented or minimized. Our study aimed to determine the perceptions of anger, aggression, and hostility levels among medical students using the Buss-Perry Aggression Questionnaire (AGQ) and investigate the associations between AGQ scores (physical aggression (AGQ_Phys), verbal aggression (AGQ_Verb), anger (AGQ_Ang), and hostility (AGQ_Host) and various demographic factors such as age, sex, BMI, academic level, GPA, studying hours, gaming, social media time, smartphone use, physical activity, and sleep duration among these students.</p>
        </sec>
        <sec id="sec6">
            <title>Methodology</title>
            <p>This descriptive, cross-sectional study was conducted in Jeddah, Saudi Arabia 2023. It included 138 medical students, representing approximately 47% of the calculated sample, from 3
                <sup>rd</sup> year to 6
                <sup>th</sup> year who electively participated through voluntary response sampling. The total population of medical students at the research site at the time of the study was 867 active students. A Cochran formula, utilizing a 52.6% prevalence of anger among medical students from a prior study in Karachi, Ahmed et al., indicated a target sample size of 266.
                <sup>
                    <xref ref-type="bibr" rid="ref37">37</xref>
                </sup> However, the final sample size for this study was 138 students because of their refusal to participate. The reduced sample size may have affected the generalizability and statistical power of the findings. The electronic survey included an informed consent in the first page which included study title, ethical committee approval, data processing and handling and their associated risk. Accepting the informed consent is the only way to take participants to the second page where demographic and other data were obtained. No personally identifiable information e.g. name, ID number, phone number, email, student ID was collected. The third part in the survey utilized the Buss-Perry Aggression Questionnaire (AGQ), a widely used 29-item self-report instrument comprising four subscales: physical aggression (AGQ_Phys) items 1-9, verbal aggression (AGQ_Verb) items 10-14, anger (AGQ_Ang) items 15-21, and hostility (AGQ_Host) items 22-29.
                <sup>
                    <xref ref-type="bibr" rid="ref7">7</xref>
                </sup> Participants responded to items using a seven-point Likert scale ranging from 1 (&#x2018;extremely uncharacteristic of me&#x2019;) to 7 (&#x2018;extremely characteristic of me&#x2019;). Subscale and total scores were calculated by summing the respective item responses, with specific items [Items 7 and 18] being reverse-scored prior to summation. This gave us AGQ_Phys scores ranging from 9 to 63 points (p), AGQ_Verb from 5 to 35 p, AGQ_Ang from 7 to 49 p, AGQ_Host from 8 to 56 p, and the total score (Total AGQ) from 29 to 203 p.</p>
            <sec id="sec7">
                <title>Data analysis</title>
                <p>This study utilized Google Sheets for data coding and JASP version 0.19.3 for subsequent statistical analysis. The study established a p-value of &lt; 0.05 as the threshold for statistical significance. The process involved calculating descriptive statistics (mean, standard deviation, median, and Interquartile Range [IQR]) for the demographic variables and AGQ scores. The demographic variables that were tested included sex (Male and female), educational level (third-year medical students (3MS), fourth-year medical students (4MS), fifth-year medical students (5MS), and sixth-year medical students (6MS)), age, BMI, CDC physical activity level, college GPA, studying time, and leisure time (social media time and gaming time per day in hours (hr)). Normality of data distribution was assessed using the Shapiro-Wilk and Kruskal-Wallis tests, as indicated in the results. For inferential analysis, the study employed independent sample t-tests, specifically Welch&#x2019;s and Mann-Whitney T tests, to compare AGQ scores with associated variables. ANOVA test was also used to compare multiple groups and variables. Finally, Pearson&#x2019;s and Spearman&#x2019;s correlations were used to assess linear relationships between AGQ scores and continuous variables, such as college GPA and average smartphone use per day.</p>
            </sec>
        </sec>
        <sec id="sec8" sec-type="results">
            <title>Results</title>
            <p>A total of 138 students participated in this study, including 109 males (79.0%) and 29 females (21.0%). The 138 students were divided by their academic year into 3rd year medical students (3MS): 36 students (26.1%), 4th year medical student (4MS): 74 students (53.6%), 5th year medical students (5MS): 20 students (14.5%), and 6th year medical students (6MS): 8 students (5.8%). Their ages were ranging 18 to 27 (mean 21.5, std 1.31) years for males and 19 to 25 (mean 21.4, std 1.37) years for females. The BMI results were calculated based on the participants&#x2019; estimation of their height and weight at the time of data collection. A total of 110 BMI scores were obtained for 83 males and 27 females and 28 participants preferred not to answer. The BMI of females ranged from 16.0 to 33.7 (mean 22.3, standard deviation 4.51) kg/m
                <sup>2</sup>, and males ranged from 16.1 to 60.3 (mean = 26.4, standard deviation 6.48) kg/m
                <sup>2</sup>. Furthermore, BMI scores were increasing per academic year with 16.1 to 39.8 (mean 23.8, std 4.94) kg/m
                <sup>2</sup> for 3MS, 16.0 to 40.0 (mean 25.4, std 4.98) kg/m
                <sup>2</sup> for 4MS, 18.1 to 60.3 (mean 26.3, std 9.77) kg/m
                <sup>2</sup> for 5MS, 20.8 to 42.3 (mean 30.1, std 8.04) kg/m
                <sup>2</sup> for 6MS (
                <xref ref-type="table" rid="T1">
Table 1</xref>). In (
                <xref ref-type="table" rid="T2">
Table 2</xref>), two variables were illustrated and categorized by sex and academic level. The first variable was the activity levels of the students obtained and calculated using the CDC physical activity scale, which is divided into active and inactive. A physically active individual is defined as an individual who workouts for at least 75 minutes of high-intensity conditioning, and muscle strengthening at least two sessions per week, or 150 minutes of moderate-intensity conditioning, and muscle strengthening workouts two days a week. Students who did not meet the CDC criteria were considered to be physically inactive. Based on this scale, multiple questions were asked to students to obtain their physical activity levels, and the results were separated based on sex and academic level. Four of females (13.8%) and 24 of males (22.0%) were considered to be active. Additionally, eight 3MS (22.2%), 15 4MS (20.3%), four 5MS (20.0%), and one 6MS (12.5%) were considered active. Students&#x2019; night sleeping time ranged from four to nine (mean 6.7, standard deviation 1.26) h for females and one to 12 (mean 6.6, standard deviation 1.44) h for males. The Night sleeping time per academic years was one&#x2013;12 (mean 6.8, std 1.81) h for 3MS, four&#x2013;ten (mean 6.5, std 1.27) h for 4MS, six&#x2013;nine (mean 7.0, std 1.0) h for 5MS, five&#x2013;nine (mean 6.4, std 1.29) h for 6MS. The second variable was students&#x2019; GPA scores out of five that were obtained and analyzed, ranging from 3.4 to 5.0 for male students (median 4.7, IQR 0.38, p-value Shapiro-Wilk &lt;0.001), and 4.0 to 5.0 for females (median 4.9, IQR 0.23, p-value Shapiro-Wilk &lt;0.001). GPA scores by academic year ranging 4.0 to 5.0 (median 4.8, IQR 0.20, p-value Shapiro-wilk &lt;0.001) for 3MS, 3.4 to 5.0 (median 4.7, IQR 0.39, p-value Shapiro-wilk &lt;0.001) for 4MS, 4.2 to 5.0 (mean 4.7, std 0.22) for 5MS, 4.2 to 4.9 (mean 4.6, std 0.22) for 6MS. The average study time was obtained in hours (hr) per day and categorized by sex and age. The mean study time decreased with advancing in medical school with a mean of 4.0 and std of 1.88 hr for 3MS, a mean of 3.9 and std of 2.48 hr for 4MS, a mean of 2.2 and std of 1.31 for 5MS, and a mean of 2.0, and a std of 1.20 6MS. Furthermore, Female students had a higher mean score than male students. A mean of 3.2 and std of 2.01 hr of studying for male students compared to a mean of 4.7 and std of 2.33 hr for female students. Additionally, Leisure time was obtained by asking students about their average gaming and social media use in hours (hr) per day. Gaming time mean was 1.7 and std 2.41 compared to females mean of 0.2 and std 0.58 hr. Additionally, the gaming time ranged from zero to 12 h for 3MS with a mean of 1.0, standard deviation of 1.37, 4MS mean of 1.5, standard deviation of 2.42, 5MS mean of 1.8, standard deviation of 3.0, 6MS mean of 0.9, and standard deviation of 1.73. In contrast, mean social media use in females was 4.0 with std 2.38 whereas males mean 3.4 and std 2.08 hr. The mean social media use of 3MS was 3.7 with std 2.26, 4MS mean 3.4 with std 1.90, 5MS mean 3.3 with std 2.33, and 6MS mean 4.0 with std 3.21 hours in (
                <xref ref-type="table" rid="T3">
Table 3</xref>).</p>
            <table-wrap id="T1" orientation="portrait" position="float">
                <label>
Table 1. </label>
                <caption>
                    <title>Age and BMI
                        <xref ref-type="table-fn" rid="tfn1">
                            <sup>1</sup>
                        </xref> across sample sub-groups.</title>
                </caption>
                <table content-type="article-table" frame="hsides">
                    <thead>
                        <tr>
                            <th align="left" colspan="1" rowspan="2" valign="top"/>
                            <th align="left" colspan="4" rowspan="1" valign="top">Age</th>
                        </tr>
                        <tr>
                            <th align="left" colspan="1" rowspan="1" valign="top">3rd year medical student (3MS)</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">4th year medical student (4MS)</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">5th year medical student (5MS)</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">
6th year medical student (6MS)</th>
                        </tr>
                    </thead>
                    <tbody>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">n</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">36</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">74</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">20</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">8</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Mean</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">20.3</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">21.6</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">22.6</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">23.3</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">SD</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.70</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">1.22</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.76</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.46</td>
                        </tr>
                    </tbody>
                </table>
                <table content-type="article-table" frame="hsides">
                    <thead>
                        <tr>
                            <th align="left" colspan="1" rowspan="2" valign="top"/>
                            <th align="left" colspan="4" rowspan="1" valign="top">BMI</th>
                        </tr>
                        <tr>
                            <th align="left" colspan="1" rowspan="1" valign="top">3rd year medical student (3MS)</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">4th year medical student (4MS)</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">5th year medical student (5MS)</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">
6th year medical student (6MS)</th>
                        </tr>
                    </thead>
                    <tbody>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">n</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">36</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">49</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">17</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">8</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Mean</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">23.8</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">25.4</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">26.3</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">30.1</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">SD</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">4.94</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">4.98</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">9.77</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">8.04</td>
                        </tr>
                    </tbody>
                </table>
                <table content-type="article-table" frame="hsides">
                    <thead>
                        <tr>
                            <th align="left" colspan="1" rowspan="2" valign="top"/>
                            <th align="left" colspan="2" rowspan="1" valign="top">Age</th>
                            <th align="left" colspan="2" rowspan="1" valign="top">BMI</th>
                        </tr>
                        <tr>
                            <th align="left" colspan="1" rowspan="1" valign="top">Male</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Female</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Male</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">
Female</th>
                        </tr>
                    </thead>
                    <tbody>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">n</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">109</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">29</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">83</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">27</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Mean</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">21.5</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">21.3</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">26.4</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">22.3</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">SD</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">1.31</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">1.37</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">6.48</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">4.51</td>
                        </tr>
                    </tbody>
                </table>
                <table-wrap-foot>
                    <p>

                        <italic toggle="yes">Note:</italic>
                    </p>
                    <fn-group content-type="footnotes">
                        <fn id="tfn1">
                            <label>
                                <sup>1</sup>
                            </label>
                            <p>Body Mass Index (BMI).</p>
                        </fn>
                    </fn-group>
                </table-wrap-foot>
            </table-wrap>
            <table-wrap id="T2" orientation="portrait" position="float">
                <label>
Table 2. </label>
                <caption>
                    <title>Academic performance and physical activity.</title>
                </caption>
                <table content-type="article-table" frame="hsides">
                    <thead>
                        <tr>
                            <th align="left" colspan="1" rowspan="2" valign="top"/>
                            <th align="left" colspan="4" rowspan="1" valign="top">CDC 
                                <xref ref-type="table-fn" rid="tfn2">
                                    <sup>1</sup>
                                </xref> Physical Activity</th>
                        </tr>
                        <tr>
                            <th align="left" colspan="1" rowspan="1" valign="top">3rd year medical student (3MS)</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">4th year medical student (4MS)</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">5th year medical student (5MS)</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">
6th year medical student (6MS)</th>
                        </tr>
                    </thead>
                    <tbody>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Total</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">36</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">74</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">20</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">8</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Inactive (n)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">28</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">59</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">16</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">7</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">%</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">77.8</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">79.7</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">80.0</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">87.5</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Active (n)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">8</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">15</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">4</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">1</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">%</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">22.2</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">20.3</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">20.0</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">12.5</td>
                        </tr>
                    </tbody>
                </table>
                <table content-type="article-table" frame="hsides">
                    <thead>
                        <tr>
                            <th align="left" colspan="1" rowspan="2" valign="top"/>
                            <th align="left" colspan="4" rowspan="1" valign="top">College GPA
                                <xref ref-type="table-fn" rid="tfn3">
                                    <sup>2</sup>
                                </xref>
                            </th>
                        </tr>
                        <tr>
                            <th align="left" colspan="1" rowspan="1" valign="top">3rd year medical student (3MS)</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">4th year medical student (4MS)</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">5th year medical student (5MS)</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">
6th year medical student (6MS)</th>
                        </tr>
                    </thead>
                    <tbody>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">n</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">36</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">73</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">20</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">8</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Mean (Median)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">(4.8)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">(4.7)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">4.7</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">4.6</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">SD (IQR)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">(0.20)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">(0.39)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.22</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.22</td>
                        </tr>
                    </tbody>
                </table>
                <table content-type="article-table" frame="hsides">
                    <thead>
                        <tr>
                            <th align="left" colspan="1" rowspan="2" valign="top"/>
                            <th align="left" colspan="2" rowspan="1" valign="top">CDC physical activity</th>
                            <th align="left" colspan="3" rowspan="1" valign="top">College GPA</th>
                        </tr>
                        <tr>
                            <th align="left" colspan="1" rowspan="1" valign="top">Male</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Female</th>
                            <th align="left" colspan="1" rowspan="1" valign="top"/>
                            <th align="left" colspan="1" rowspan="1" valign="top">Male</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">
Female</th>
                        </tr>
                    </thead>
                    <tbody>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">n</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">109</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">29</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">n</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">108</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">29</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Inactive (n)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">85</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">25</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Median</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">4.7</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">4.9</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">%</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">78.0</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">86.2</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">IQR</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.38</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.23</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Active (n)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">24</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">4</td>
                            <td colspan="1" rowspan="1"/>
                            <td colspan="1" rowspan="1"/>
                            <td colspan="1" rowspan="1"/>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">%</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">22.0</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">13.8</td>
                            <td colspan="1" rowspan="1"/>
                            <td colspan="1" rowspan="1"/>
                            <td colspan="1" rowspan="1"/>
                        </tr>
                    </tbody>
                </table>
                <table-wrap-foot>
                    <p>

                        <italic toggle="yes">Note:</italic>
                    </p>
                    <fn-group content-type="footnotes">
                        <fn id="tfn2">
                            <label>
                                <sup>1</sup>
                            </label>
                            <p>Center of Disease Control (CDC).</p>
                        </fn>
                        <fn id="tfn3">
                            <label>
                                <sup>2</sup>
                            </label>
                            <p>A Grade Point Average (GPA) of 5.</p>
                        </fn>
                    </fn-group>
                </table-wrap-foot>
            </table-wrap>
            <table-wrap id="T3" orientation="portrait" position="float">
                <label>
Table 3. </label>
                <caption>
                    <title>Descriptive statistics of Aggression Scores (AGQ).</title>
                </caption>
                <table content-type="article-table" frame="hsides">
                    <thead>
                        <tr>
                            <th align="left" colspan="1" rowspan="1" valign="top">Factors and total</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Total AGQ
                                <xref ref-type="table-fn" rid="tfn4">
                                    <sup>1</sup>
                                </xref>
                            </th>
                            <th align="left" colspan="1" rowspan="1" valign="top">AGQ_Host
                                <xref ref-type="table-fn" rid="tfn5">
                                    <sup>2</sup>
                                </xref>
                            </th>
                            <th align="left" colspan="1" rowspan="1" valign="top">AGQ_Ang
                                <xref ref-type="table-fn" rid="tfn6">
                                    <sup>3</sup>
                                </xref>
                            </th>
                            <th align="left" colspan="1" rowspan="1" valign="top">AGQ_Verb
                                <xref ref-type="table-fn" rid="tfn7">
                                    <sup>4</sup>
                                </xref>
                            </th>
                            <th align="left" colspan="1" rowspan="1" valign="top">
AGQ_Phys
                                <xref ref-type="table-fn" rid="tfn8">
                                    <sup>5</sup>
                                </xref>
                            </th>
                        </tr>
                    </thead>
                    <tbody>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">n</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">138</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">138</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">138</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">138</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">138</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Median</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">71.5</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">23.0</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">12.0</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">17.0</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">19.5</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Shapiro-Wilk
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.97</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.97</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.97</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.97</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.96</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">P-value of Shapiro-Wilk
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.010</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.003</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.002</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.008</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">&lt; .001</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">IQR</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">43.3</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">15.8</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">13.0</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">8.0</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">14.0</td>
                        </tr>
                    </tbody>
                </table>
                <table-wrap-foot>
                    <p>

                        <italic toggle="yes">Note:</italic>
                    </p>
                    <fn-group content-type="footnotes">
                        <fn id="tfn4">
                            <label>
                                <sup>1</sup>
                            </label>
                            <p>Total AGQ represents the total aggression score in the Buss-Perry Aggression Questionnaire (Total AGQ).</p>
                        </fn>
                        <fn id="tfn5">
                            <label>
                                <sup>2</sup>
                            </label>
                            <p>Hostility factor scores in the Buss-Perry Aggression Questionnaire (Host).</p>
                        </fn>
                        <fn id="tfn6">
                            <label>
                                <sup>3</sup>
                            </label>
                            <p>Anger factors&#x2019; scores in Buss-Perry Aggression Questionnaire (AGQ_Ang).</p>
                        </fn>
                        <fn id="tfn7">
                            <label>
                                <sup>4</sup>
                            </label>
                            <p>Verbal Aggression factors&#x2019; scores in Buss-Perry Aggression Questionnaire (AGQ_Verb).</p>
                        </fn>
                        <fn id="tfn8">
                            <label>
                                <sup>5</sup>
                            </label>
                            <p>Physical Aggression Factor Scores in (AGQ_Phys).</p>
                        </fn>
                    </fn-group>
                </table-wrap-foot>
            </table-wrap>
            <p>Total aggression scores (Total AGQ) ranged from 29.0 to 203.0 with a median of 71.5, IQR of 43.3. Hostility scores (AGQ_Host) ranged from 8.0 to 56.0 with a median of 23.0, IQR of 15.8. Anger scores (AGQ_Ang) ranged from 7.0 49.0 with a median of 12.0, IQR of 13.0. Verbal aggression scores (AGQ_Verb) ranged from 5.0 to 35.0, with a median of 17.0, IQR of 8.0. Physical aggression scores (AGQ_Phys) ranged from 9.0 to 63.0 with a median of 19.5, IQR of 14.0. In the analysis of these factors the medians and IQR were used in place of mean and std as all previous variables showed non-normal distribution which were further verified by shapiro-wilk p values of 0.01 for Total AGQ, 0.003 for AGQ_Host, 0.002 for AGQ_Ang, 0.008 for AGQ_Verb, and p value of less than 0.001 for AGQ_Phys. An insignificant difference in Total AGQ scores was found between males and females, resulting in 74.5 and 75.7 respectively, with a p-value of 0.93 in the Mann-Whitney t-test, as the Shapiro-Wilk test was positive in the male population with a p-value of 0.029 compared to 0.16 in females. Additionally, the AGQ_host, AGQ_Ang, AGQ_Verb, and AGQ_Phys scores showed no association with sex (p = 0.0784, 0.088, 0.0297, and 0.534, respectively, in the Mann-Whitney t-test). Furthermore, comparing educational levels with Total AGQ, AGQ_Ang, AGQ_Verb, and AGQ_Phys showed insignificant results in the Welch ANOVA test with p-values of 0.243, 0.317, 0.634, and 0.559, respectively. The only exception was the AGQ_Host score with educational level, which showed an association with a significant p-value of 0.023 in the Welch ANOVA test, as the Kruskal-Wallis test was positive with a p-value of 0.038. The 5MS had significantly less hostility when compared to 4MS in the post-hoc analysis, with a p-value of 0.028, as illustrated in (
                <xref ref-type="table" rid="T4">
Table 4</xref>). The second significant factor was physical activity level, which significantly reduced both the Total AGQ and AGQ_Host scores. An Independent Welch&#x2019;s t-test was used to determine an association between Total AGQ and activity level, which showed a p-value of 0.047. In comparison, An Independent Mann-Whitney T-test was used as the Shapiro-Wilk test was significant with an inactive group with a p-value of 0.01, to find the association between AGQ_Host scores and activity level, which showed a p-value of 0.002 (
                <xref ref-type="table" rid="T5">
Table 5</xref> and 
                <xref ref-type="fig" rid="f1">Figure 1</xref>). The third was GPA, as it showed a significant positive correlation with both AGQ_Ang and AGQ_Host, with Spearman&#x2019;s rho 0.193 and p-value of 0.024, and Spearman&#x2019;s rho 0.197 and p-value of 0.021 (
                <xref ref-type="table" rid="T6">
Table 6</xref>), respectively. Studying hours per day had significant positive correlations with AGQ_Phys, with Spearman&#x2019;s rho of 0.190 and p-value of 0.046. The fifth and last factor was age, which had a significant inverse correlation with both AGQ_Ang and AGQ_Host with Spearman&#x2019;s rho -0.168 for both and p-values of 0.050 and 0.0499, respectively.</p>
            <table-wrap id="T4" orientation="portrait" position="float">
                <label>
Table 4. </label>
                <caption>
                    <title>Comparing hostility to academic level.</title>
                </caption>
                <table content-type="article-table" frame="hsides">
                    <thead>
                        <tr>
                            <th align="left" colspan="6" rowspan="1" valign="top">Descriptives - AGQ_Host</th>
                        </tr>
                        <tr>
                            <th align="left" colspan="1" rowspan="1" valign="top">Educational level</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">N</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Mean</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">SD</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">SE</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">
Coefficient of variation</th>
                        </tr>
                    </thead>
                    <tbody>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">3MS
                                <xref ref-type="table-fn" rid="tfn9">
                                    <sup>1</sup>
                                </xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">36</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">23.833</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">9.063</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">1.511</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.380</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">4MS
                                <xref ref-type="table-fn" rid="tfn10">
                                    <sup>2</sup>
                                </xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">74</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">23.743</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">10.026</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">1.166</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.422</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">5MS
                                <xref ref-type="table-fn" rid="tfn11">
                                    <sup>3</sup>
                                </xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">20</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">17.050</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">7.837</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">1.752</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.460</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">6MS
                                <xref ref-type="table-fn" rid="tfn12">
                                    <sup>4</sup>
                                </xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">8</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">21.750</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">8.294</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">2.932</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.381</td>
                        </tr>
                    </tbody>
                </table>
                <table content-type="article-table" frame="hsides">
                    <thead>
                        <tr>
                            <th align="left" colspan="1" rowspan="1" valign="top">Homogeneity correction</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Cases</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Sum of squares
                                <xref ref-type="table-fn" rid="tfn13">
                                    <sup>a</sup>
                                </xref>
                            </th>
                            <th align="left" colspan="1" rowspan="1" valign="top">df</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Mean square</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">F</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">P</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">
&#x03b7;
                                <sup>2</sup>
                            </th>
                        </tr>
                    </thead>
                    <tbody>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">None</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Educational Level</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">772.399</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">3.000</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">257.466</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">2.909</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.037</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.061</td>
                        </tr>
                        <tr>
                            <td colspan="1" rowspan="1"/>
                            <td align="left" colspan="1" rowspan="1" valign="top">Residuals</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">11861.572</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">134.000</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">88.519</td>
                            <td colspan="3" rowspan="1"/>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Welch</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Educational Level</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">772.399</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">3.000</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">257.466</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">3.685</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.023</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.061</td>
                        </tr>
                        <tr>
                            <td colspan="1" rowspan="1"/>
                            <td align="left" colspan="1" rowspan="1" valign="top">Residuals</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">11861.572</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">28.435</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">417.148</td>
                            <td colspan="3" rowspan="1"/>
                        </tr>
                    </tbody>
                </table>
                <table content-type="article-table" frame="hsides">
                    <thead>
                        <tr>
                            <th align="left" colspan="1" rowspan="1" valign="top">Post-hoc
</th>
                            <th align="left" colspan="1" rowspan="1" valign="top"/>
                            <th align="left" colspan="1" rowspan="1" valign="top">Mean difference</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">SE</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">t</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">
P
                                <sub>tukey</sub>
                                <xref ref-type="table-fn" rid="tfn14">
                                    <sup>b</sup>
                                </xref>
                            </th>
                        </tr>
                    </thead>
                    <tbody>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">3MS</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">4MS</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.090</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">1.912</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.047</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">1.000</td>
                        </tr>
                        <tr>
                            <td colspan="1" rowspan="1"/>
                            <td align="left" colspan="1" rowspan="1" valign="top">5MS</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">6.783</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">2.624</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">2.585</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.052</td>
                        </tr>
                        <tr>
                            <td colspan="1" rowspan="1"/>
                            <td align="left" colspan="1" rowspan="1" valign="top">6MS</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">2.083</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">3.677</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.567</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.942</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">4MS</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">5MS</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">6.693</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">2.371</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">2.823</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.028</td>
                        </tr>
                        <tr>
                            <td colspan="1" rowspan="1"/>
                            <td align="left" colspan="1" rowspan="1" valign="top">6MS</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">1.993</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">3.502</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.569</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.941</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">5MS</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">6MS</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-4.700</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">3.936</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-1.194</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.632</td>
                        </tr>
                    </tbody>
                </table>
                <table content-type="article-table" frame="hsides">
                    <thead>
                        <tr>
                            <th align="left" colspan="4" rowspan="1" valign="top">Kruskal-Wallis test</th>
                        </tr>
                        <tr>
                            <th align="left" colspan="1" rowspan="1" valign="top">Factor</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Statistic</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">df</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">
p</th>
                        </tr>
                    </thead>
                    <tbody>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Educational Level</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">8.438</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">3</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.038</td>
                        </tr>
                    </tbody>
                </table>
                <table-wrap-foot>
                    <p>

                        <italic toggle="yes">Note:</italic>
                    </p>
                    <fn-group content-type="footnotes">
                        <fn id="tfn9">
                            <label>
                                <sup>1</sup>
                            </label>
                            <p>3rd Year Medical Student.</p>
                        </fn>
                        <fn id="tfn10">
                            <label>
                                <sup>2</sup>
                            </label>
                            <p>4th Year Medical Student.</p>
                        </fn>
                        <fn id="tfn11">
                            <label>
                                <sup>3</sup>
                            </label>
                            <p>5th Year Medical Student.</p>
                        </fn>
                        <fn id="tfn12">
                            <label>
                                <sup>4</sup>
                            </label>
                            <p>6th Year Medical Student.</p>
                        </fn>
                        <fn id="tfn13">
                            <label>
                                <sup>a</sup>
                            </label>
                            <p>Type III Sum of Squares.</p>
                        </fn>
                        <fn id="tfn14">
                            <label>
                                <sup>b</sup>
                            </label>
                            <p>P-value adjusted for comparing a family of 4.</p>
                        </fn>
                    </fn-group>
                </table-wrap-foot>
            </table-wrap>
            <table-wrap id="T5" orientation="portrait" position="float">
                <label>
Table 5. </label>
                <caption>
                    <title>Independent T-test &amp; Test of normality (Shapiro-Wilk) of activity level, both total AGQ and AGQ_Host.</title>
                </caption>
                <table content-type="article-table" frame="hsides">
                    <thead>
                        <tr>
                            <th align="left" colspan="1" rowspan="1" valign="top">Independent samples T-Test</th>
                            <th align="left" colspan="1" rowspan="1" valign="top"/>
                            <th align="left" colspan="1" rowspan="1" valign="top"/>
                            <th align="left" colspan="1" rowspan="1" valign="top"/>
                            <th align="left" colspan="1" rowspan="1" valign="top"/>
                            <th align="left" colspan="1" rowspan="1" valign="top"/>
                            <th align="left" colspan="1" rowspan="1" valign="top"/>
                            <th align="left" colspan="2" rowspan="1" valign="top">95% CI for location parameter</th>
                            <th align="left" colspan="1" rowspan="1" valign="top"/>
                            <th align="left" colspan="1" rowspan="1" valign="top"/>
                        </tr>
                        <tr>
                            <th align="left" colspan="1" rowspan="1" valign="top"/>
                            <th align="left" colspan="1" rowspan="1" valign="top">Test</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Statistic</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">df</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">p</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Location parameter</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">SE difference</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Lower</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Upper</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Effect size</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">
SE effect size</th>
                        </tr>
                    </thead>
                    <tbody>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">AGQ_Host</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Welch</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-3.126</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">44.263</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.003</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-5.918</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">1.893</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-9.731</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-2.104</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-0.647</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.229</td>
                        </tr>
                        <tr>
                            <td colspan="1" rowspan="1"/>
                            <td align="left" colspan="1" rowspan="1" valign="top">Mann-Whitney
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">958.500</td>
                            <td colspan="1" rowspan="1"/>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.002</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-6.000</td>
                            <td colspan="1" rowspan="1"/>
                            <td align="left" colspan="1" rowspan="1" valign="top">-11.000</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-2.000</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-0.378</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.122</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Total AGQ</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Welch</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-2.045</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">45.364</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.047</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-10.874</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">5.316</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-21.579</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-0.169</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-0.420</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.219</td>
                        </tr>
                        <tr>
                            <td colspan="1" rowspan="1"/>
                            <td align="left" colspan="1" rowspan="1" valign="top">Mann-Whitney
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">1152.500</td>
                            <td colspan="1" rowspan="1"/>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.040</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-11.000</td>
                            <td colspan="1" rowspan="1"/>
                            <td align="left" colspan="1" rowspan="1" valign="top">-23.000</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-3.628&#x00d7;10
                                <sup>&#x2212;5</sup>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-0.252</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.122</td>
                        </tr>
                    </tbody>
                </table>
                <table content-type="article-table" frame="hsides">
                    <thead>
                        <tr>
                            <th align="left" colspan="7" rowspan="1" valign="top">Group descriptives</th>
                        </tr>
                        <tr>
                            <th align="left" colspan="1" rowspan="1" valign="top"/>
                            <th align="left" colspan="1" rowspan="1" valign="top">Group</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">N</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Mean</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">SD</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">SE</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">
Coefficient of variation</th>
                        </tr>
                    </thead>
                    <tbody>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">AGQ_Host</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Active</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">28</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">18.0</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">8.80</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">1.66</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.49</td>
                        </tr>
                        <tr>
                            <td colspan="1" rowspan="1"/>
                            <td align="left" colspan="1" rowspan="1" valign="top">Inactive</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">110</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">23.9</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">9.46</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.90</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.40</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Total AGQ</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Active</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">28</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">66.1</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">24.56</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">4.64</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.37</td>
                        </tr>
                        <tr>
                            <td colspan="1" rowspan="1"/>
                            <td align="left" colspan="1" rowspan="1" valign="top">Inactive</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">110</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">76.9</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">27.18</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">2.59</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.35</td>
                        </tr>
                    </tbody>
                </table>
                <table content-type="article-table" frame="hsides">
                    <thead>
                        <tr>
                            <th align="left" colspan="1" rowspan="1" valign="top">Variable</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Group</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">W</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">
P</th>
                        </tr>
                    </thead>
                    <tbody>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Total AGQ</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Inactive</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.978</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.067</td>
                        </tr>
                        <tr>
                            <td colspan="1" rowspan="1"/>
                            <td align="left" colspan="1" rowspan="1" valign="top">Active</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.938</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.098</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">AGQ_Host</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Inactive</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.977</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.058</td>
                        </tr>
                        <tr>
                            <td colspan="1" rowspan="1"/>
                            <td align="left" colspan="1" rowspan="1" valign="top">Active</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.897</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.010</td>
                        </tr>
                    </tbody>
                </table>
                <table-wrap-foot>
                    <p>

                        <italic toggle="yes">Note:</italic> Total AGQ represents the total aggression score in Buss-Perry Aggression Questionnaire (Total AGQ) 2. Hostility factors&#x2019; scores in Buss-Perry Aggression Questionnaire (AGQ_Host). </p>
                    <p>For the Welch t-test, effect size is given by Cohen's d. For the Mann-Whitney test, effect size is given by the rank biserial correlation. </p>
                    <p>For the Welch t-test, location parameter is given by mean difference. For the Mann-Whitney test, the location parameter is given by the Hodges-Lehmann estimate.</p>
                </table-wrap-foot>
            </table-wrap>
            <fig fig-type="figure" id="f1" orientation="portrait" position="float">
                <label>
Figure 1. </label>
                <caption>
                    <title>Association between AGQ_Host scores and activity level.</title>
                </caption>
                <graphic id="gr1" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/194719/06da2971-d1b6-4988-92ee-d2db0ceeaed6_figure1.gif"/>
            </fig>
            <table-wrap id="T6" orientation="portrait" position="float">
                <label>
Table 6. </label>
                <caption>
                    <title>Correlations of college GPA and Average smartphone Use per day, and Both Hostility and Verbal Aggression.</title>
                </caption>
                <table content-type="article-table" frame="hsides">
                    <thead>
                        <tr>
                            <th align="left" colspan="2" rowspan="1" valign="top">Variable</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">College GPA</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Studying hours per day</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">
Age</th>
                        </tr>
                    </thead>
                    <tbody>
                        <tr>
                            <td align="left" colspan="1" rowspan="2" valign="top">1. AGQ_Ang
                                <xref ref-type="table-fn" rid="tfn15">
                                    <sup>1</sup>
                                </xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Spearman&#x2019;s rho</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.193
                                <xref ref-type="table-fn" rid="tfn20">*</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.166</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-0.168
                                <xref ref-type="table-fn" rid="tfn20">*</xref>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">p-value
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.024</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.083</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.050</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="2" valign="top">2. AGQ_Host
                                <xref ref-type="table-fn" rid="tfn16">
                                    <sup>2</sup>
                                </xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Spearman&#x2019;s rho</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.197
                                <xref ref-type="table-fn" rid="tfn20">*</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.172</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-0.168
                                <xref ref-type="table-fn" rid="tfn20">*</xref>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">p-value
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.021</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.072</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.049</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="2" valign="top">3. AGQ_Verb
                                <xref ref-type="table-fn" rid="tfn17">
                                    <sup>3</sup>
                                </xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Spearman&#x2019;s rho</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.057</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.031</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.014</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">p-value
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.508</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.752</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.870</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="2" valign="top">4. AGQ_Phys
                                <xref ref-type="table-fn" rid="tfn18">
                                    <sup>4</sup>
                                </xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Spearman&#x2019;s rho</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.029</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.190
                                <xref ref-type="table-fn" rid="tfn20">*</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-0.095</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">p-value
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.736</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.046</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.268</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="2" valign="top">5. Total AGQ
                                <xref ref-type="table-fn" rid="tfn19">
                                    <sup>5</sup>
                                </xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Spearman&#x2019;s rho</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.152</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.175</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">-0.121</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">p-value
</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.077</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.068</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">0.157</td>
                        </tr>
                    </tbody>
                </table>
                <table-wrap-foot>
                    <p>

                        <italic toggle="yes">Note:</italic>
                    </p>
                    <fn-group content-type="footnotes">
                        <fn id="tfn15">
                            <label>
                                <sup>1</sup>
                            </label>
                            <p>Anger factors&#x2019; scores in Buss-Perry Aggression Questionnaire (AGQ_Ang)</p>
                        </fn>
                        <fn id="tfn16">
                            <label>
                                <sup>2</sup>
                            </label>
                            <p>Hostility factor scores in the Buss-Perry Aggression Questionnaire (Host)</p>
                        </fn>
                        <fn id="tfn17">
                            <label>
                                <sup>3</sup>
                            </label>
                            <p>Verbal Aggression factors&#x2019; scores in Buss-Perry Aggression Questionnaire (AGQ_Verb)</p>
                        </fn>
                        <fn id="tfn18">
                            <label>
                                <sup>4</sup>
                            </label>
                            <p>Physical Aggression Factor scores in the Buss-Perry Aggression Questionnaire (AGQ_Phys)</p>
                        </fn>
                        <fn id="tfn19">
                            <label>
                                <sup>5</sup>
                            </label>
                            <p>Total AGQ represents the total aggression score in the Buss-Perry Aggression Questionnaire (Total AGQ)</p>
                        </fn>
                        <fn id="tfn20">
                            <label>*</label>
                            <p>p &lt; 0.05,</p>
                        </fn>
                        <fn id="tfn21">
                            <label>**</label>
                            <p>p &lt; 0.01,</p>
                        </fn>
                        <fn id="tfn22">
                            <label>***</label>
                            <p>p &lt; 0.001.</p>
                        </fn>
                    </fn-group>
                </table-wrap-foot>
            </table-wrap>
        </sec>
        <sec id="sec9" sec-type="discussion">
            <title>Discussion</title>
            <p>In this study, variables such as demographics, academic data, and lifestyle preferences were explored in relation to aggression scores of medical students. Physical activity level was one of the most significant factors correlated with aggression scores. It showed that the less physically active a student was, the more likely he or she would score higher in the Total AGQ and hostility scores. To clarify, using the tests mentioned in the results section, it was found that the association between physical activity level and both total aggression and hostility scores had an inverse significant association with p-values of 0.047 and 0.002, respectively. These findings highlight the importance of physical activity in regulating hostility among students and open up the possibility of encouraging the implementation of physical activity in the curriculum for better coping and overall well-being. Unfortunately, physical activity levels decreased throughout the academic years, which showed that 6th year medical students were less active, with 12.5% of them considered physically active, yet there was no significant increase in aggression scores of 6th year medical students compared with other academic levels. This may be due to the multifaceted nature of aggression. Another difference was physical activity between the two sexes, which found that 13.8% of female students were considered physically active compared to 22% of males. However, sex was not a significant factor in aggression scores.</p>
            <p>There was a significant increase in hostility and anger with increased GPA, which could possibly be due to increased study time, decreased gaming time, decreased age, and lower BMI. GPA had a significant positive correlation with studying hours per day, with Spearman&#x2019;s rho of 0.330 and p-value &lt;0.001. GPA also had significant inverse correlations with gaming time, age, and BMI, with Spearman&#x2019;s rho (-0.186, -0.244, and -0.318) and p-value (0.041, &lt;0.001, and &lt;0.001), respectively. The significant inverse correlation between GPA and BMI could be explained by the significant positive correlation between age and increased BMI, with a Spearman&#x2019;s rho of 0.220 and a p-value of 0.021. To make things clearer, GPA was insignificantly decreased with higher academic levels, yet age was significantly increased with a p-value of &lt;0.001 in the ANOVA test from 3rd year to 6th year. Another exception mentioned above was 5th year medical students, who showed significantly lower hostility scores than the rest. Females were found to have significantly higher GPA (p-value 0.003 in Mann-Whitney t-test) with a median of 4.9 GPA, than males 4.7. Studying hours per day was significantly positively correlated with GPA, with a Spearman&#x2019;s rho and a p-value of &lt;0.001. Female students had significantly higher studying time than male students, which further highlighted the correlation between GPA and studying time.</p>
            <p>Studying hours per day was positively correlated with physical aggression scores, supporting the notion that prolonged academic demand may be associated with emotional exhaustion or frustration. Interestingly, senior students reported fewer studying hours and, in the case of fifth-year students, significantly lower hostility scores compared to other academic levels. This may reflect improved coping mechanisms, adaptation to academic demands, or shifts in assessment structure during clinical years, although further research is required to explore these hypotheses.</p>
            <p>In the comparison between males and females using video games, males were found to have more than double the number of gaming sessions than females. Those who used smartphones more on average showed slightly higher AGQ_Verb. The mean social media use in females was 4.0, whereas males&#x2019; mean was 3.4. Moreover, based on academic level, sixth-year students had the highest use of social media with a mean of 4.00. Regarding BMI results, males had a higher BMI than females, and sixth-year students had the highest BMI, which could be linked to being inactive, as sixth-year students were the least active group, as previously mentioned.</p>
            <p>One of the studies confirmed a significant prevalence of anger among medical students across all five years, which is largely attributed to stress levels associated with medical education. It also highlighted that stress was identified as the primary cause of anger, consistent with the existing literature on psychological distress faced by medical students. Despite the high frequency of anger, second-year students exhibited the least anger, while first-year students showed the highest anger levels.
                <sup>
                    <xref ref-type="bibr" rid="ref37">37</xref>
                </sup> This is similar to our study, which suggests that a longer study time could lead to more stress, which ultimately leads to more aggressive tendencies.</p>
            <p>Another study found a statistically significant reduction in both anger and aggression levels among students who participated in training compared to the control group. The training focused on helping medical students recognize and manage their emotions more effectively. By providing tools to express anger in healthier ways, the program aimed to enhance emotional intelligence, which is crucial for personal and professional development. The authors suggested that the benefits of anger management training can extend beyond immediate emotional regulation. By equipping students with strategies to handle anger, the training may contribute to better interpersonal relationships and academic performance. This highlights the need for further studies to explore the long-term effects of such training and its applicability in different educational settings, suggesting that anger management could be an essential component of medical education.
                <sup>
                    <xref ref-type="bibr" rid="ref56">56</xref>
                </sup>
            </p>
            <p>Generally, the current evidence suggests a complex interaction among study habits, physical activity levels, satisfaction with study, and expression of aggression. Another significant factor was average smartphone use and its association with increased verbal aggression, as mentioned in the results section, which showed results parallel to the Fekih-Romdhane study, as smartphone addiction in young adolescents was significantly associated with anger, verbal and physical aggression, and hostility.
                <sup>
                    <xref ref-type="bibr" rid="ref56">56</xref>
                </sup> Another possible factor was average internet use, which was not significantly associated with AGQ in this study. However, the study by Li et al. showed a significant association between internet addiction and all AGQ scores using a modified Chinese version of the Buss-Perry Aggression Questionnaire (AQ-CV).
                <sup>
                    <xref ref-type="bibr" rid="ref61">61</xref>
                </sup>
            </p>
            <p>One notable study identified that first-year students, who tended to experience greater scholarly loads and extended periods of study, had greater aggression levels.
                <sup>
                    <xref ref-type="bibr" rid="ref37">37</xref>
                </sup> This finding suggests that the tension of heavy scholarly loads could have a detrimental effect on social relationships. Conversely, further research suggests a different stance: those who cut study time were less satisfied academically. This lower satisfaction can cause an increase in frustration and anger, showing how emotional reactions are shaped by academic involvement.
                <sup>
                    <xref ref-type="bibr" rid="ref37">37</xref>
                </sup> These conflicting results point to the intricacy of these interactions and the necessity for further study to better understand the intricate dynamics involved. It is necessary to research various definitions of aggression since their method, as well as the methodology followed in each study, so that they can become aware of the entire topic. The personality types and coping mechanisms of individuals also need to be taken into account because they have the potential to determine the way students react in their academic setting.</p>
            <sec id="sec10">
                <title>Limitations</title>
                <p>This was a cross-sectional study, which may not be the best to show associations or causality. This study used voluntary sampling due to the sensitivity of the study topic; however, this sampling technique may have selection bias. A small number of participants were included in this study because of the low participation rate, as many students refused to be self-assessed for these traits. Many factors that were significant in other studies were not included, as the survey was too long and many students failed to complete it. A short version of the assessment tool may result in a higher participation rate; however, it may require a validity test before being implemented in the target population.</p>
            </sec>
            <sec id="sec11">
                <title>Recomendation</title>
                <p>Future research should aim to create interventions that address not only the underlying causes of aggression in medical students but also general well-being. By cultivating healthier study techniques and coping mechanisms, institutions can buffer against the negative impacts of academic stress and improve students&#x2019; satisfaction and mental health. To promote the well-being of medical students, encouraging regular physical activity, effective coping mechanisms, good sleep hygiene, and healthy interpersonal relationships may contribute to lowering AGQ scores and positively impacting students&#x2019; future careers. Further research is recommended to explore these associations and to guide targeted interventions that support the personal and emotional development of future healthcare professionals.</p>
            </sec>
        </sec>
        <sec id="sec13">
            <title>Informed consent</title>
            <p>All participants included had filled written informed consents illustrated the risk associated in this study.</p>
        </sec>
        <sec id="sec14">
            <title>Ethics approval</title>
            <p>The Institutional Review Board (IRB) of the King Abdullah International Medical Research Center (KAIMRC) approved this study (IRB number 0779/23).</p>
        </sec>
    </body>
    <back>
        <sec id="sec17" sec-type="data-availability">
            <title>Data availability</title>
            <p>Repository name: Anger, Aggression and Hostility Assessment Among Medical Students - Raw Data. 
                <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.5281/zenodo.18120351">https://doi.org/10.5281/zenodo.18120351</ext-link>. The project contains the following underlying data: [Pre analysis pre coding.xlsx - Form Responses 1.jasp.csv] (raw).
                <sup>
                    <xref ref-type="bibr" rid="ref62">62</xref>
                </sup>
            </p>
        </sec>
        <ref-list>
            <title>References</title>
            <ref id="ref1">
                <label>1</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

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    <sub-article article-type="reviewer-report" id="report471518">
        <front-stub>
            <article-id pub-id-type="doi">10.5256/f1000research.194719.r471518</article-id>
            <title-group>
                <article-title>Reviewer response for version 1</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Richardson</surname>
                        <given-names>Deborah S</given-names>
                    </name>
                    <xref ref-type="aff" rid="r471518a1">1</xref>
                    <role>Referee</role>
                    <uri content-type="orcid">https://orcid.org/0000-0003-1017-7654</uri>
                </contrib>
                <aff id="r471518a1">
                    <label>1</label>Department of Psychological Sciences, Augusta University, Augusta, Georgia, USA</aff>
            </contrib-group>
            <author-notes>
                <fn fn-type="conflict">
                    <p>
                        <bold>Competing interests: </bold>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>14</day>
                <month>4</month>
                <year>2026</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2026 Richardson DS</copyright-statement>
                <copyright-year>2026</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access peer review report distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <related-article ext-link-type="doi" id="relatedArticleReport471518" related-article-type="peer-reviewed-article" xlink:href="10.12688/f1000research.176640.1"/>
            <custom-meta-group>
                <custom-meta>
                    <meta-name>recommendation</meta-name>
                    <meta-value>reject</meta-value>
                </custom-meta>
            </custom-meta-group>
        </front-stub>
        <body>
            <p>This study examines the relationship of various individual characteristics (e.g., gender, age, BMI, GPA) to anger, aggression, and hostility (as measured by the Buss-Perry Questionnaire) among medical students in Saudi Arabia. I understand that the stressors that medical students are likely to experience may have a negative impact in a variety of ways, and it may be the case the aggression could be one of them. However, this study does not allow us to explore that possibility. I have a number of concerns about this study that lead me to have reservations about its appropriateness for indexing.</p>
            <p> </p>
            <p> 
                <underline>Major Concerns</underline>
            </p>
            <p> There is no clear rationale for the study. Why is it important to examine the relationship of aggression-related variables to individual characteristics? Why would one expect there to be relationships among the variables considered in this study? Are there reasonable hypotheses to explore? Without a clearly stated rationale, it is not possible to determine how this study might advance science.</p>
            <p> </p>
            <p> Perhaps related to the first concern, the design of the study does not allow for the kind of causal conclusions proposed in the Discussion. For example, the relationship of hostility and anger with GPA is interpreted as possibly being &#x201c;due to more study time, decreased gaming time, decreased age&#x2026;&#x201d; Perhaps an analysis of those factors as mediators of the relationship between hostility/anger and GPA would allow some support for that suggestion. However, in a cross-sectional design, it is not possible to determine which variables may be causes and which may be effects. The recommendation regarding future research thus goes beyond the appropriate conclusions from this study by suggesting interventions based on some of the characteristics explored in this study.</p>
            <p> </p>
            <p> These concerns could be addressed to some extent with a clearer statement of the rationale for the study, some hypotheses, and/or indication of potential contribution to our understanding of aggression or of medical student experience. That rationale might then allow some conclusions that fit with the intent of the study.</p>
            <p> </p>
            <p> 
                <underline>Less Serious Concerns</underline>
            </p>
            <p> The definitions of anger, aggression, and hostility in the Introduction are somewhat confusing and not entirely consistent with current understanding of those concepts. For example, aggression is most often defined as behavior that is intended to harm another person and intention to harm is necessary to the definition in order to exclude accidental harm. So, for example, accidentally knocking a flowerpot from a railing that hits someone on the head and knocks them out would not be considered an aggressive act in most definitions because there was no intention to harm another person &#x2013; even though the flowerpot and the person were clearly harmed by the act. Similarly, the distinction between reactive and proactive aggression does not represent the full understanding of those forms of aggression, with reactive involving, literally, a reaction to a perceived provocation; and proactive being initiated by the aggressor, seemingly without provocation.</p>
            <p> </p>
            <p> The inadequate sample size should be addressed in the conclusions. It could be the case that some findings did not reach the level of significance desired because there was not enough power to find the effects anticipated. (On the other hand, we don&#x2019;t know what effects were anticipated because there are no predictions/hypotheses.)</p>
            <p> </p>
            <p> Measures of some of the variables are not clearly articulated. For example, what is the physical activity level? What were the questions that addressed studying time and leisure time (e.g., open-ended or specified choices)?</p>
            <p> </p>
            <p> The extensive description of the data in the first paragraph of the Results section is very difficult to follow. Some of this might be more accessible if there were a table that showed the results of the analyses, so that the text could simply summarize without including distracting statistical information.</p>
            <p> </p>
            <p> I do not understand why analyses of median scores was used instead of standard nonparametic statistics.</p>
            <p> </p>
            <p>Is the work clearly and accurately presented and does it cite the current literature?</p>
            <p>Partly</p>
            <p>If applicable, is the statistical analysis and its interpretation appropriate?</p>
            <p>No</p>
            <p>Are all the source data underlying the results available to ensure full reproducibility?</p>
            <p>Yes</p>
            <p>Is the study design appropriate and is the work technically sound?</p>
            <p>Partly</p>
            <p>Are the conclusions drawn adequately supported by the results?</p>
            <p>No</p>
            <p>Are sufficient details of methods and analysis provided to allow replication by others?</p>
            <p>No</p>
            <p>Reviewer Expertise:</p>
            <p>Aggressive behavior, interpersonal relationships, human motivation</p>
            <p>I confirm that I have read this submission and believe that I have an appropriate level of expertise to state that I do not consider it to be of an acceptable scientific standard, for reasons outlined above.</p>
        </body>
    </sub-article>
    <sub-article article-type="reviewer-report" id="report465446">
        <front-stub>
            <article-id pub-id-type="doi">10.5256/f1000research.194719.r465446</article-id>
            <title-group>
                <article-title>Reviewer response for version 1</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Ahmad Fauzi</surname>
                        <given-names>Fatimah</given-names>
                    </name>
                    <xref ref-type="aff" rid="r465446a1">1</xref>
                    <role>Referee</role>
                </contrib>
                <aff id="r465446a1">
                    <label>1</label>Department of Community Health, Faculty of Medicine &amp; Health Sciences, Universiti Putra Malaysia, Seri Kembangan, Malaysia</aff>
            </contrib-group>
            <author-notes>
                <fn fn-type="conflict">
                    <p>
                        <bold>Competing interests: </bold>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>28</day>
                <month>3</month>
                <year>2026</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2026 Ahmad Fauzi F</copyright-statement>
                <copyright-year>2026</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access peer review report distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <related-article ext-link-type="doi" id="relatedArticleReport465446" related-article-type="peer-reviewed-article" xlink:href="10.12688/f1000research.176640.1"/>
            <custom-meta-group>
                <custom-meta>
                    <meta-name>recommendation</meta-name>
                    <meta-value>approve-with-reservations</meta-value>
                </custom-meta>
            </custom-meta-group>
        </front-stub>
        <body>
            <p>This is a relevant topic because anger, aggression, and hostility among medical students may affect well-being, professionalism, peer relationships, and future clinical practice. However, its conceptual clarity, methodological description, and interpretation of findings need strengthening:</p>
            <p> 1. Methodological section in abstract:</p>
            <p> -&#x00a0;&#x201c;self-rating detailed assessment tool&#x201d; is awkward</p>
            <p> -&#x00a0;the Buss-Perry Aggression Questionnaire should be named consistently</p>
            <p> - it is unclear whether the authors used the 
                <bold>total score only</bold> or also the 
                <bold>subscales</bold>
            </p>
            <p> - &#x201c;students&#x2019; self, social and academic factors&#x201d; is vague and should be replaced with specific domains such as sociodemographic, academic, and lifestyle factors.</p>
            <p> </p>
            <p> 2.&#x00a0;The literature&#x00a0;review should focus on the study variables of this study and justify not including other study variables. For example, the spiritual well-being factor was&#x00a0;not included in this study due to its difficulty in quantifying. However, there is evidence from other studies that use quantitative measurement for this factor.</p>
            <p> </p>
            <p> 3. Study variable query - Education level or Academic years? All medical students have a similar education level, but may differ in their academic years.</p>
            <p> </p>
            <p> 4. The sample size calculation was unclear: 'A Cochran formula, utilising a 52.6% prevalence of anger among medical students from a prior study in Karachi, Ahmed et al., indicated a target sample size of 266. However, the final sample size for this study was 138 students because of their refusal to to participate".&#x00a0; What are the study power and non-response rate that were considered in the sample size calculation? The reduced number of samples should be due to the low response rate, not due to the sample size calculation.</p>
            <p> </p>
            <p> 5. What are ethical risk mitigations prepared for those respondents identified to have high anger/hostility/aggression scores?</p>
            <p> </p>
            <p> 6. The sociodemographic characteristics descriptive findings were inadequately presented in a table form.</p>
            <p> </p>
            <p> 7.&#x00a0;Statistical approach appears inconsistent</p>
            <p> The abstract reports median and IQR, suggesting non-normal distribution, yet the authors used 
                <bold>t-test and ANOVA</bold>, which are parametric tests. This raises concern about whether assumptions were checked. If the data were non-normally distributed, non-parametric tests may have been more appropriate unless justified otherwise.</p>
            <p> </p>
            <p> 7. Discussion - explain the association between GPA and anger/hostility. The writings were confusing and did not explain the association.</p>
            <p> </p>
            <p> 8. Conclusion &amp;&#x00a0;Recommendations - should relate to significant findings only.&#x00a0;The results only show associations with: 
                <list list-type="bullet">
                    <list-item>
                        <p>physical activity</p>
                    </list-item>
                    <list-item>
                        <p>educational level</p>
                    </list-item>
                    <list-item>
                        <p>GPA</p>
                    </list-item>
                </list> However, the conclusion adds: 
                <list list-type="bullet">
                    <list-item>
                        <p>better coping mechanisms</p>
                    </list-item>
                    <list-item>
                        <p>improving sleep quality</p>
                    </list-item>
                    <list-item>
                        <p>maintaining proper studying techniques</p>
                    </list-item>
                </list> These variables were not clearly measured or reported in the results. Therefore, these recommendations are 
                <bold>not directly supported by the presented findings</bold> and should either be removed or explicitly framed as general suggestions rather than study-based conclusions.</p>
            <p>Is the work clearly and accurately presented and does it cite the current literature?</p>
            <p>Partly</p>
            <p>If applicable, is the statistical analysis and its interpretation appropriate?</p>
            <p>Partly</p>
            <p>Are all the source data underlying the results available to ensure full reproducibility?</p>
            <p>Partly</p>
            <p>Is the study design appropriate and is the work technically sound?</p>
            <p>Partly</p>
            <p>Are the conclusions drawn adequately supported by the results?</p>
            <p>Partly</p>
            <p>Are sufficient details of methods and analysis provided to allow replication by others?</p>
            <p>Yes</p>
            <p>Reviewer Expertise:</p>
            <p>public health, behavioural science</p>
            <p>I confirm that I have read this submission and believe that I have an appropriate level of expertise to confirm that it is of an acceptable scientific standard, however I have significant reservations, as outlined above.</p>
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    </sub-article>
</article>
