<?xml version="1.0" encoding="utf-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="2.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Public Health</journal-id>
<journal-title>Frontiers in Public Health</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Public Health</abbrev-journal-title>
<issn pub-type="epub">2296-2565</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpubh.2024.1371628</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Public Health</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Barriers to mental health service utilisation among medical students in Saudi Arabia</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes" equal-contrib="yes">
<name><surname>Alsalman</surname> <given-names>Zaenb</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<xref rid="fn0001" ref-type="author-notes"><sup>&#x2020;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2632111/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Shafey</surname> <given-names>Marwa Mahmoud</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2632223/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Al-Khofi</surname> <given-names>Asma</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Alessa</surname> <given-names>Jumana</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Bukhamsin</surname> <given-names>Raghad</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Bokhuwah</surname> <given-names>May</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Aljumaiah</surname> <given-names>Ryhana</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Al-makhaitah</surname> <given-names>Noura</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Almaslami</surname> <given-names>Maryam</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Family and Community Medicine, College of Medicine, King Faisal University</institution>, <addr-line>Al-Ahsa</addr-line>, <country>Saudi Arabia</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Family and Community Medicine, College of Medicine, Imam Abdulrahman Bin Faisal University</institution>, <addr-line>Dammam</addr-line>, <country>Saudi Arabia</country></aff>
<aff id="aff3"><sup>3</sup><institution>College of Medicine, King Faisal University</institution>, <addr-line>Al-Ahsa</addr-line>, <country>Saudi Arabia</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0002">
<p>Edited by: Cristina Torrelles-Nadal, University of Lleida, Spain</p>
</fn>
<fn fn-type="edited-by" id="fn0003">
<p>Reviewed by: Dushad Ram, Shaqra University, Saudi Arabia</p>
<p>Naseem Akhtar Qureshi, Al-Falah University, India</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Zaenb Alsalman, <email>Alsalman.zainab@hotmail.com</email>; <email>zalsalman@kfu.edu.sa</email></corresp>
<fn id="fn0001" fn-type="other"><p><sup>&#x2020;</sup>ORCID: Zaenb Alsalman <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0002-1008-7977">https://orcid.org/0000-0002-1008-7977</ext-link></p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>12</day>
<month>04</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>12</volume>
<elocation-id>1371628</elocation-id>
<history>
<date date-type="received">
<day>16</day>
<month>01</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>01</day>
<month>04</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2024 Alsalman, Shafey, Al-Khofi, Alessa, Bukhamsin, Bokhuwah, Aljumaiah, Al-makhaitah and Almaslami.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Alsalman, Shafey, Al-Khofi, Alessa, Bukhamsin, Bokhuwah, Aljumaiah, Al-makhaitah and Almaslami</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec id="sec1">
<title>Introduction</title>
<p>Medical students experience high levels of stress, often due to academic demands, which can adversely affect their mental health. However, they frequently hesitate to seek and underutilise available mental health services. This study aimed to assess the perceived need for mental health services and identify the barriers to seeking help among undergraduate medical students.</p>
</sec>
<sec id="sec2">
<title>Materials and methods</title>
<p>This cross-sectional study recruited 480 undergraduate medical students from two main universities in the Eastern Province of Saudi Arabia. Data were collected through an online, self-administered questionnaire that encompassed sections on sociodemographic details, the Patient Health Questionnaire (PHQ-9), perceptions about the necessity for professional mental health care, service utilisation over the past year, and the Barriers to Access to Care Evaluation (BACE-III).</p>
</sec>
<sec id="sec3">
<title>Results</title>
<p>The study found that 33.6% of the participants showed signs of depression. Even though 42.5% expressed a perceived need for mental health services, only 16.2% actually utilised these services in the previous 12&#x2009;months. In terms of barriers, attitudinal-related barriers received the highest mean score, followed by stigma- and instrumental-related barriers. Notably, students who had previously experienced academic failure and those who had sought mental health services were more inclined to report stigma- and instrumental-related barriers.</p>
</sec>
<sec id="sec4">
<title>Conclusion</title>
<p>Mental health challenges are notably prevalent among undergraduate medical students. Although there is a significant perceived need for professional mental health intervention, the actual utilisation rate remains low. The primary obstacles to seeking assistance are attitudinal and stigma-related barriers.</p>
</sec>
</abstract>
<kwd-group>
<kwd>barrier</kwd>
<kwd>depression</kwd>
<kwd>medical student</kwd>
<kwd>mental health</kwd>
<kwd>service</kwd>
</kwd-group>
<contract-num rid="cn1">4,144</contract-num>
<contract-sponsor id="cn1">King Faisal University</contract-sponsor>
<counts>
<fig-count count="2"/>
<table-count count="7"/>
<equation-count count="0"/>
<ref-count count="31"/>
<page-count count="11"/>
<word-count count="6570"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Public Mental Health</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec5">
<title>Introduction</title>
<p>Mental disorders are among the leading causes of health-related burden worldwide (<xref ref-type="bibr" rid="ref1">1</xref>). According to the World Health Organisation (WHO), one in every eight people globally suffered from a mental illness in 2019, with anxiety and depressive disorders being the most prevalent. In 2020, the COVID-19 pandemic increased the number of individuals living with anxiety and depressive disorders (<xref ref-type="bibr" rid="ref2">2</xref>). Despite the availability of preventative and treatment options, a significant number of those with mental illnesses demonstrate low levels of help-seeking (<xref ref-type="bibr" rid="ref2">2</xref>, <xref ref-type="bibr" rid="ref3">3</xref>). Additionally, many individuals who do seek mental health care fail to adhere to their treatment plans (<xref ref-type="bibr" rid="ref3">3</xref>). According to the Saudi National Mental Health Survey, 20.2% of the Saudi population had at least one DSM-IV/CIDI disorder in the previous 12&#x2009;months, with only 13.7% of these individuals seeking professional assistance (<xref ref-type="bibr" rid="ref4">4</xref>, <xref ref-type="bibr" rid="ref5">5</xref>).</p>
<p>Students engaged in health profession disciplines face pronounced stress, often attributable to academic pressures, competition for higher grades, limited leisure opportunities, and other factors potentially detrimental to their mental well-being (<xref ref-type="bibr" rid="ref6">6</xref>). The prevalence of depression, anxiety, burnout, and stress among medical students has steadily increased, leading to unfavourable consequences such as unprofessional behaviours, chronic health issues, diminished quality of life, and poor educational achievement. Therefore, these issues not only pose significant economic and societal challenges but also have potential ramifications for the quality of future patient care (<xref ref-type="bibr" rid="ref3">3</xref>, <xref ref-type="bibr" rid="ref7">7</xref>). Despite being well-informed about mental health, many medical students are reluctant to seek out and utilise mental health services to address their personal challenges during their time in medical school (<xref ref-type="bibr" rid="ref8">8</xref>, <xref ref-type="bibr" rid="ref9">9</xref>).</p>
<p>Over recent years, mental disorders among medical students have received considerable research attention, with numerous studies aimed at estimating the prevalence and risk factors of mental problems (<xref ref-type="bibr" rid="ref7">7</xref>, <xref ref-type="bibr" rid="ref9">9</xref>, <xref ref-type="bibr" rid="ref10">10</xref>). Globally, around 12&#x2013;50% of undergraduate university students have one or more mental health issues (<xref ref-type="bibr" rid="ref11">11</xref>). Even though it is expected that medical students have better access to mental health services, help-seeking behaviour might be influenced by a variety of variables such as financial concerns, lack of awareness, difficulty in accessing services, and intrapersonal dilemma (<xref ref-type="bibr" rid="ref12">12</xref>&#x2013;<xref ref-type="bibr" rid="ref15">15</xref>). Moreover, cultural factors such as family background, religion, and social norms have an impact on how interact with mental issues (<xref ref-type="bibr" rid="ref12">12</xref>, <xref ref-type="bibr" rid="ref14">14</xref>, <xref ref-type="bibr" rid="ref16">16</xref>). Gaining a deeper insight into the disparity between the recognition of treatment needs and the actual provision of care can guide administrative strategies to better address students&#x2019; mental health concerns. In light of this, our study endeavoured to assess the perceived need for mental health services and identify the barriers hindering help-seeking among undergraduate medical students in the Eastern Province of Saudi Arabia.</p>
</sec>
<sec sec-type="materials|methods" id="sec6">
<title>Materials and methods</title>
<sec id="sec7">
<title>Setting and participants</title>
<p>A cross-sectional study was conducted among undergraduate medical students from two leading universities in the Eastern Province of Saudi Arabia, namely King Faisal University (KFU) and Imam Abdulrahman Bin Faisal University (IAU).</p>
<p>As no previous studies have explored the perceived need for mental health services in Saudi Arabia among medical students, the sample size was calculated assuming a perceived need of 50%. With a 95% confidence interval, a 0.05 margin of error, and 80% power, the minimum sample size was estimated at 384 using Epi Info software (version 3.4.3). To enhance the response rate, the estimated number was increased by 20%, targeting a total of 460 participants. A comprehensive list of students from the second to sixth years at both universities was acquired from the academic affairs department. Participants were selected using a simple random sampling technique, with the sample size proportionally distributed based on the number of students at each university&#x2019;s medical college (45% from KFU and 55% from IAU).</p>
<p>The study was approved by the Ethical Committee of King Faisal University, Al Ahsa, Saudi Arabia (Ref. No: KFU-REC-2022-MAY-ETHICS31; date: 24 May 2022). Additionally, participants received a brief description of the study&#x2019;s purpose and a link to a non-personalised consent form.</p>
</sec>
<sec id="sec8">
<title>Instruments</title>
<p>An anonymous online questionnaire was distributed via email to medical students. The questionnaire was divided into four sections. The first section covered sociodemographic data such as age, gender, living conditions (with family, in a university dormitory, or alone), previous academic failures, personal and family histories of psychiatric illnesses, and the use of psychiatric medications. The second section incorporated the Patient Health Questionnaire (PHQ-9), which consists of nine statements, each with four possible responses ranging from 0 to 3. The sum of these responses provides a total score ranging from 0 to 27; the scores are interpreted as follows: 0&#x2013;4 (minimal), 5&#x2013;9 (mild), 10&#x2013;14 (moderate), 15&#x2013;19 (moderately severe), and 20 or more (severe) (<xref ref-type="bibr" rid="ref17">17</xref>, <xref ref-type="bibr" rid="ref18">18</xref>). Additionally, scores below 10 have shown 88% sensitivity and specificity in diagnosing major depression (<xref ref-type="bibr" rid="ref17">17</xref>). Therefore, scores of 10 or lower were perceived as non-indicative of depression, while scores exceeding 10 were considered indicative of depression. Section 3 delved into the students&#x2019; perceived necessity for professional mental health care and their engagement with these services over the preceding 12&#x2009;months. The fourth section assessed barriers to the utilisation of mental health services using the Barriers to Access to Care Evaluation (BACE-III); however, only those students who perceived a need for mental health support were prompted to complete the BACE-III questionnaire (<xref ref-type="bibr" rid="ref19">19</xref>). The standard BACE-III consists of 30 items, divided into three barrier subscales: 12 items for stigma-related barriers, 10 for attitudinal-related barriers, and 8 for instrumental-related barriers. Responses are scored from 0 (not at all) to 3 (a lot), with higher scores indicating greater perceived barriers. Five of the original 30 items include a fifth response option, &#x2018;Not applicable&#x2019;. However, these were excluded from this study as they were not deemed relevant for the student cohort. Consequently, the adapted version included 25 items, with the three subscales adjusted to eight items for stigma-related barriers, 10 for attitudinal barriers, and seven for instrumental barriers. The questionnaire was reviewed by three experts in the field of family medicine as well as mental health and piloted among 30 undergraduate students from different health-related fields outside the sample to test its validity and reliability. The BACE-III instrument reliability (internal consistency was 0.852; for stigma sub-scale: 0.841; attitudinal sub-scale: 0.673 and instrumental sub-scale: 0.689).</p>
</sec>
<sec id="sec9">
<title>Data analysis</title>
<p>The collected data were analysed using the Statistical Package for the Social Sciences (SPSS) version 25. For descriptive statistics, frequencies and percentages were used for categorical variables, while means and standard deviations were used for continuous variables. Results for each barrier item were presented in three ways, according to the BACE-III scale: the mean score for the item, &#x2018;barrier to any degree&#x2019; (the percentage of respondents answering 1, 2, or 3), and &#x2018;major barrier&#x2019; (the percentage of respondents answering 3) (<xref ref-type="bibr" rid="ref19">19</xref>). The mean of each subscale was also calculated.</p>
<p>Differences in the pattern of mental health service utilisation (categorical) were assessed in relation to students&#x2019; characteristics (categorical) using chi-square test. Furthermore, differences in the mean scores of the BACE-III barrier subscales (continuous data) were assessed in relation to students&#x2019; characteristics using the independent <italic>t</italic>-test and one-way ANOVA for normally distributed data (attitudinal subscale), and the Mann&#x2013;Whitney U and Kruskal-Wallis tests for non-normally distributed continuous data (stigma and instrumental subscales). Additionally, to examine the relationship between demographic variables and the mean score of the BACE-III subscales, both univariate and multiple linear regression models were employed. A <italic>p</italic> value of &#x003C;0.05 was considered statistically significant.</p>
</sec>
</sec>
<sec sec-type="results" id="sec10">
<title>Results</title>
<sec id="sec11">
<title>Characteristics of the participants</title>
<p>A total of 480 students (87% response rate) participated in the study, with a mean age of 21.40&#x2009;years (<italic>SD</italic>&#x2009;=&#x2009;1.86). The majority of the students were female (69.4%), single (87.5%), and lived with their families (82.3%). Only 12.3% of the students reported a personal history of mental illness: anxiety (7.1%, <italic>n</italic>&#x2009;=&#x2009;34), depression (6.3%, <italic>n</italic>&#x2009;=&#x2009;30), schizophrenia (0.4%, <italic>n</italic>&#x2009;=&#x2009;2), and bipolar disorder (0.6%, <italic>n</italic>&#x2009;=&#x2009;3). Additionally, 20.4% of students had a family history of mental illness. Furthermore, 40.6% of the students were unaware of the availability of mental health counselling services in their colleges. The remaining sociodemographic characteristics are presented in <xref ref-type="table" rid="tab1">Table 1</xref>.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Sociodemographic and medical characteristics of the medical students (<italic>n</italic>&#x2009;=&#x2009;480).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" colspan="2">Variables</th>
<th align="center" valign="top">No (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Age in years</td>
<td align="left" valign="top">Range (Mean&#x2009;&#x00B1;&#x2009;SD)</td>
<td align="center" valign="top">18&#x2013;27 (21.4&#x2009;&#x00B1;&#x2009;1.9)</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Gender</td>
<td align="left" valign="top">Male</td>
<td align="center" valign="top">147 (30.6)</td>
</tr>
<tr>
<td align="left" valign="top">Female</td>
<td align="center" valign="top">333 (69.4)</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="3">Marital status</td>
<td align="left" valign="top">Married</td>
<td align="center" valign="top">55 (11.5)</td>
</tr>
<tr>
<td align="left" valign="top">Single</td>
<td align="center" valign="top">420 (87.5)</td>
</tr>
<tr>
<td align="left" valign="top">Divorced</td>
<td align="center" valign="top">5 (1.0)</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="5">Academic year</td>
<td align="left" valign="top">2nd</td>
<td align="center" valign="top">57 (11.8)</td>
</tr>
<tr>
<td align="left" valign="top">3rd</td>
<td align="center" valign="top">66 (13.8)</td>
</tr>
<tr>
<td align="left" valign="top">4th</td>
<td align="center" valign="top">141 (29.4)</td>
</tr>
<tr>
<td align="left" valign="top">5th</td>
<td align="center" valign="top">94 (19.6)</td>
</tr>
<tr>
<td align="left" valign="top">6th</td>
<td align="center" valign="top">122 (25.4)</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="3">Living circumstances</td>
<td align="left" valign="top">With family</td>
<td align="center" valign="top">395 (82.3)</td>
</tr>
<tr>
<td align="left" valign="top">On campus (Dorms)</td>
<td align="center" valign="top">52 (10.8)</td>
</tr>
<tr>
<td align="left" valign="top">Alone</td>
<td align="center" valign="top">33 (6.9)</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">History of academic failure</td>
<td align="left" valign="top">No</td>
<td align="center" valign="top">381 (79.4)</td>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">99 (20.6)</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Personal history of psychiatric illness</td>
<td align="left" valign="top">No</td>
<td align="center" valign="top">421 (87.7)</td>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">59 (12.3)</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="4">Self-reported psychiatric illness</td>
<td align="left" valign="top">Anxiety</td>
<td align="center" valign="top">34 (7.1)</td>
</tr>
<tr>
<td align="left" valign="top">Depression</td>
<td align="center" valign="top">30 (6.3)</td>
</tr>
<tr>
<td align="left" valign="top">Schizophrenia</td>
<td align="center" valign="top">2 (0.4)</td>
</tr>
<tr>
<td align="left" valign="top">Bipolar disorder</td>
<td align="center" valign="top">3 (0.6)</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Family history of psychiatric illness</td>
<td align="left" valign="top">No</td>
<td align="center" valign="top">382 (79.6)</td>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">98 (20.4)</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="5">Self-reported family psychiatric illness</td>
<td align="left" valign="top">Depression</td>
<td align="center" valign="top">46 (9.6)</td>
</tr>
<tr>
<td align="left" valign="top">Anxiety</td>
<td align="center" valign="top">23 (4.8)</td>
</tr>
<tr>
<td align="left" valign="top">Bipolar disorder</td>
<td align="center" valign="top">10 (2.1)</td>
</tr>
<tr>
<td align="left" valign="top">Schizophrenia</td>
<td align="center" valign="top">17 (3.5)</td>
</tr>
<tr>
<td align="left" valign="top">PD</td>
<td align="center" valign="top">1 (0.2)</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">History of taking psychiatric medications</td>
<td align="left" valign="top">Never</td>
<td align="center" valign="top">443 (92.3)</td>
</tr>
<tr>
<td align="left" valign="top">Ever user</td>
<td align="center" valign="top">37 (7.7)</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Awareness about mental health counselling services in your university</td>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">285 (59.4)</td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">195 (40.6)</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec12">
<title>Depression prevalence</title>
<p>Based on the PHQ-9 score, 24.2% of the students exhibited minimal depression, 41.8% had mild depression, 19.4% showed moderate depression, 10.0% experienced moderate to severe depression, and 4.2% had severe depression (<xref ref-type="fig" rid="fig1">Figure 1</xref>). The prevalence of depression, assessed using a PHQ-9 score of &#x2265;10, was found to be 33.6%.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Distribution of students according to the Patient Health Questionnaire Depression Score (PHQ-9).</p>
</caption>
<graphic xlink:href="fpubh-12-1371628-g001.tif"/>
</fig>
</sec>
<sec id="sec13">
<title>Mental health services</title>
<p>The majority of students (83.8%, <italic>n</italic>&#x2009;=&#x2009;402) reported that they had not utilised any mental health services in the past 12&#x2009;months. In contrast, 16.2% (<italic>n</italic>&#x2009;=&#x2009;78) of the students reported service utilisation during this period: 6.3% (<italic>n</italic>&#x2009;=&#x2009;30) utilised psychiatric clinics, 4.2% (<italic>n</italic>&#x2009;=&#x2009;20) accessed the university counselling service, and 4.0% (<italic>n</italic>&#x2009;=&#x2009;19) visited primary care clinics (<xref ref-type="fig" rid="fig2">Figure 2</xref>). When examining factors related to the utilisation of mental health services, there was a significant association between utilisation and students living in university dormitories, those with a personal history of psychiatric illness, and students who had previously used psychiatric medications (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05, <xref ref-type="table" rid="tab2">Table 2</xref>).</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>A flowchart representing the mental health services utilised by medical students in the previous 12&#x2009;months.</p>
</caption>
<graphic xlink:href="fpubh-12-1371628-g002.tif"/>
</fig>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Factors associated with utilisation and the perceived needs of mental health services (<italic>n</italic>&#x2009;=&#x2009;480).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th align="center" valign="top" colspan="3">Utilisation of mental health services <italic>N</italic> (%)</th>
<th align="center" valign="top" colspan="3">Perceived needs for counselling <italic>N</italic> (%)</th>
</tr>
<tr>
<th rowspan="2"/>
<th align="center" valign="top">No</th>
<th align="center" valign="top">Yes</th>
<th align="center" valign="top" rowspan="2"><italic>p</italic>-value</th>
<th align="center" valign="top">No</th>
<th align="center" valign="top">Yes</th>
<th align="center" valign="top" rowspan="2"><italic>p</italic>-value</th>
</tr>
<tr>
<th align="center" valign="top">402 (83.8%)</th>
<th align="center" valign="top">78 (16.2%)</th>
<th align="center" valign="top">276 (57.5%)</th>
<th align="center" valign="top">204 (42.5%)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" colspan="7">Gender</td>
</tr>
<tr>
<td align="left" valign="top">Male</td>
<td align="center" valign="top">119 (81.0)</td>
<td align="center" valign="top">28 (19.0)</td>
<td align="center" valign="top">0.270</td>
<td align="center" valign="top">98 (66.7)</td>
<td align="center" valign="top">49 (33.3)</td>
<td align="center" valign="top">0.007<sup>&#x002A;</sup></td>
</tr>
<tr>
<td align="left" valign="top">Female</td>
<td align="center" valign="top">283 (85.0)</td>
<td align="center" valign="top">50 (15.0)</td>
<td/>
<td align="center" valign="top">178 (53.5)</td>
<td align="center" valign="top">155 (46.5)</td>
<td/>
</tr>
<tr>
<td align="left" valign="top" colspan="7">Living area</td>
</tr>
<tr>
<td align="left" valign="top">With family</td>
<td align="center" valign="top">334 (84.6)</td>
<td align="center" valign="top">61 (16.4)</td>
<td/>
<td align="center" valign="top">234 (59.2)</td>
<td align="center" valign="top">161 (40.8)</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">On campus</td>
<td align="center" valign="top">37 (71.2)</td>
<td align="center" valign="top">15 (28.8)</td>
<td align="center" valign="top">0.012<sup>&#x002A;</sup></td>
<td align="center" valign="top">27 (51.9)</td>
<td align="center" valign="top">25 (48.1)</td>
<td align="center" valign="top">0.211</td>
</tr>
<tr>
<td align="left" valign="top">Alone</td>
<td align="center" valign="top">31 (93.9)</td>
<td align="center" valign="top">2 (6.1)</td>
<td/>
<td align="center" valign="top">15 (45.5)</td>
<td align="center" valign="top">18 (54.5)</td>
<td/>
</tr>
<tr>
<td align="left" valign="top" colspan="7">Academic year</td>
</tr>
<tr>
<td align="left" valign="top">2nd</td>
<td align="center" valign="top">51 (89.5)</td>
<td align="center" valign="top">6 (10.5)</td>
<td/>
<td align="center" valign="top">36 (63.2)</td>
<td align="center" valign="top">21 (36.8)</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">3rd</td>
<td align="center" valign="top">56 (84.8)</td>
<td align="center" valign="top">10 (15.2)</td>
<td align="center" valign="top">0.608</td>
<td align="center" valign="top">40 (60.6)</td>
<td align="center" valign="top">26 (39.4)</td>
<td align="center" valign="top">0.424</td>
</tr>
<tr>
<td align="left" valign="top">4th</td>
<td align="center" valign="top">115 (81.6)</td>
<td align="center" valign="top">26 (18.4)</td>
<td/>
<td align="center" valign="top">73 (51.8)</td>
<td align="center" valign="top">68 (48.2)</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">5th</td>
<td align="center" valign="top">76 (80.9)</td>
<td align="center" valign="top">18 (19.1)</td>
<td/>
<td align="center" valign="top">52 (55.3)</td>
<td align="center" valign="top">42 (44.7)</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">6th</td>
<td align="center" valign="top">104 (85.2)</td>
<td align="center" valign="top">184 (14.8)</td>
<td/>
<td align="center" valign="top">75 (61.5)</td>
<td align="center" valign="top">47 (38.5)</td>
<td/>
</tr>
<tr>
<td align="left" valign="top" colspan="7">History of academic failure</td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">323 (84.8)</td>
<td align="center" valign="top">58 (15.2)</td>
<td align="center" valign="top">0.232</td>
<td align="center" valign="top">218 (57.2)</td>
<td align="center" valign="top">163 (42.8)</td>
<td align="center" valign="top">0.806</td>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">79 (79.8)</td>
<td align="center" valign="top">20 (20.2)</td>
<td/>
<td align="center" valign="top">58 (58.6)</td>
<td align="center" valign="top">41 (41.4)</td>
<td/>
</tr>
<tr>
<td align="left" valign="top" colspan="7">Personal history of psychiatric illness</td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">377 (89.5)</td>
<td align="center" valign="top">44 (10.5)</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="center" valign="top">254 (60.3)</td>
<td align="center" valign="top">167 (39.7)</td>
<td align="center" valign="top">0.001<sup>&#x002A;</sup></td>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">25 (42.4)</td>
<td align="center" valign="top">34 (57.6)</td>
<td/>
<td align="center" valign="top">22 (37.3)</td>
<td align="center" valign="top">37 (62.7)</td>
<td/>
</tr>
<tr>
<td align="left" valign="top" colspan="7">Family history of psychiatric illness</td>
</tr>
<tr>
<td align="left" valign="top">No</td>
<td align="center" valign="top">326 (85.3)</td>
<td align="center" valign="top">56 (14.7)</td>
<td align="center" valign="top">0.062</td>
<td align="center" valign="top">227 (59.4)</td>
<td align="center" valign="top">155 (40.6)</td>
<td align="center" valign="top">0.092</td>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
<td align="center" valign="top">76 (77.6)</td>
<td align="center" valign="top">22 (22.4)</td>
<td/>
<td align="center" valign="top">49 (50.0)</td>
<td align="center" valign="top">49 (50.0)</td>
<td/>
</tr>
<tr>
<td align="left" valign="top" colspan="7">History of taking psychiatric medications</td>
</tr>
<tr>
<td align="left" valign="top">Never</td>
<td align="center" valign="top">391 (88.3)</td>
<td align="center" valign="top">52 (11.7)</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="center" valign="top">260 (58.7)</td>
<td align="center" valign="top">183 (41.3)</td>
<td align="center" valign="top">0.068</td>
</tr>
<tr>
<td align="left" valign="top">Ever user</td>
<td align="center" valign="top">11 (29.7)</td>
<td align="center" valign="top">26 (70.3)</td>
<td/>
<td align="center" valign="top">16 (43.2)</td>
<td align="center" valign="top">21 (56.8)</td>
<td/>
</tr>
<tr>
<td align="left" valign="top" colspan="7">Depression score</td>
</tr>
<tr>
<td align="left" valign="top">Minimal</td>
<td align="center" valign="top">106 (89.8)</td>
<td align="center" valign="top">12 (10.2)</td>
<td/>
<td align="center" valign="top">93 (78.8)</td>
<td align="center" valign="top">25 (21.2)</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Mild</td>
<td align="center" valign="top">176 (87.6)</td>
<td align="center" valign="top">25 (12.4)</td>
<td align="center" valign="top">&#x003C;0.001</td>
<td align="center" valign="top">124 (61.7)</td>
<td align="center" valign="top">77 (38.3)</td>
<td align="center" valign="top">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top">Moderate</td>
<td align="center" valign="top">74 (79.6)</td>
<td align="center" valign="top">19 (20.4)</td>
<td/>
<td align="center" valign="top">37 (39.8)</td>
<td align="center" valign="top">56 (60.2)</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Moderately severe</td>
<td align="center" valign="top">37 (77.1)</td>
<td align="center" valign="top">11 (22.9)</td>
<td/>
<td align="center" valign="top">18 (37.5)</td>
<td align="center" valign="top">30 (62.5)</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Severe</td>
<td align="center" valign="top">9 (45.0)</td>
<td align="center" valign="top">11 (55.0)</td>
<td/>
<td align="center" valign="top">4 (20.0)</td>
<td align="center" valign="top">16 (80.0)</td>
<td/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><sup>&#x002A;</sup><italic>p</italic>&#x2009;&#x003C;&#x2009;0.05 (significant).</p>
</table-wrap-foot>
</table-wrap>
<p>Out of the total participants, 42.5% (<italic>n</italic>&#x2009;=&#x2009;204) reported a perceived need for mental services. There was a statistically significant association between the perception of need and both gender and a personal history of psychiatric illness. Female students and those with a personal history of psychiatric illness were more likely to perceive a need for mental health services (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05). Moreover, students with severe depression exhibited a higher demand for and utilisation of mental health services compared to those with milder cases (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05, <xref ref-type="table" rid="tab2">Table 2</xref>).</p>
</sec>
<sec id="sec14">
<title>Barriers to utilising mental health services</title>
<p><xref ref-type="table" rid="tab3">Table 3</xref> presents the barriers to mental health service utilisation among students who perceived a need for such services in the last 12&#x2009;months (<italic>n</italic>&#x2009;=&#x2009;204). Based on the average barrier scores, the primary reason for not seeking treatment was &#x2018;Wanted to solve the problem on my own&#x2019;, reported by 89.7% as a barrier to any degree and 47.1% as a major barrier. The second most common barrier was &#x2018;Thinking the problem would get better by itself&#x2019;, reported by 80.4% as a barrier to any degree and 32.4% as a major barrier. Ranking third was a &#x2018;Dislike of talking about feelings, emotions, or thoughts&#x2019; identified by 80.9% as a barrier to any degree and 29.4% as a major barrier. The fourth barrier was &#x2018;Difficulty taking time off from education&#x2019;, with 77.9% considering it a barrier to any degree and 29.9% viewing it as a major barrier. The fifth most cited reason was &#x2018;Being unsure where to go to get professional care&#x2019;, reported by 73.0% as a barrier to any degree and 27.5% as a major barrier.</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Barriers to receiving professional mental health care among students who perceived the need for mental health service in the past 12&#x2009;months (<italic>n</italic>&#x2009;=&#x2009;204).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="2">Barriers</th>
<th align="center" valign="top">Barrier to any degree</th>
<th align="center" valign="top">Major barrier</th>
<th align="center" valign="top" rowspan="2">Mean (SD)</th>
<th align="center" valign="top" rowspan="2">Rank</th>
</tr>
<tr>
<th align="center" valign="top">No (%)</th>
<th align="center" valign="top">No (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" colspan="5">Stigma-related barriers</td>
</tr>
<tr>
<td align="left" valign="top">Concern that I might be seen as weak for having a mental health problem</td>
<td align="center" valign="top">117 (57.4)</td>
<td align="center" valign="top">24 (11.8)</td>
<td align="center" valign="top">1.00 (1.05)</td>
<td align="center" valign="top">15</td>
</tr>
<tr>
<td align="left" valign="top">Concern about what my family might think, say, do or feel</td>
<td align="center" valign="top">141 (69.1)</td>
<td align="center" valign="top">51 (25.0)</td>
<td align="center" valign="top">1.39 (1.17)</td>
<td align="center" valign="top">6</td>
</tr>
<tr>
<td align="left" valign="top">Feeling embarrassed or ashamed</td>
<td align="center" valign="top">106 (52.0)</td>
<td align="center" valign="top">24 (11.8)</td>
<td align="center" valign="top">0.90 (1.04)</td>
<td align="center" valign="top">18</td>
</tr>
<tr>
<td align="left" valign="top">Concern that I might be seen as &#x2018;crazy&#x2019;</td>
<td align="center" valign="top">78 (38.2)</td>
<td align="center" valign="top">16 (7.8)</td>
<td align="center" valign="top">0.63 (0.94)</td>
<td align="center" valign="top">21</td>
</tr>
<tr>
<td align="left" valign="top">Concern that people I know might find out</td>
<td align="center" valign="top">111 (54.4)</td>
<td align="center" valign="top">33 (16.2)</td>
<td align="center" valign="top">0.99 (1.11)</td>
<td align="center" valign="top">16</td>
</tr>
<tr>
<td align="left" valign="top">Concern that people might not take me seriously if they found out I was having professional care</td>
<td align="center" valign="top">111 (54.4)</td>
<td align="center" valign="top">34 (16.7)</td>
<td align="center" valign="top">1.08 (1.15)</td>
<td align="center" valign="top">13</td>
</tr>
<tr>
<td align="left" valign="top">Not wanting a mental health problem to be on my medical records</td>
<td align="center" valign="top">124 (60.8)</td>
<td align="center" valign="top">43 (21.1)</td>
<td align="center" valign="top">1.22 (1.18)</td>
<td align="center" valign="top">9</td>
</tr>
<tr>
<td align="left" valign="top">Concern about what my friends might think, say or do</td>
<td align="center" valign="top">78 (38.2)</td>
<td align="center" valign="top">11 (5.4)</td>
<td align="center" valign="top">0.60 (0.89)</td>
<td align="center" valign="top">22</td>
</tr>
<tr>
<td align="left" valign="top">Stigma-related barriers Mean Score(&#x00B1;SD)/Median/Range</td>
<td align="center" valign="top" colspan="4">7.79 (&#x00B1;5.89)/7 0&#x2013;24</td>
</tr>
<tr>
<td align="left" valign="top" colspan="5">Attitudinal-related barriers</td>
</tr>
<tr>
<td align="left" valign="top">Wanting to solve the problem on my own</td>
<td align="center" valign="top">183 (89.7)</td>
<td align="center" valign="top">96 (47.1)</td>
<td align="center" valign="top">2.09 (1.03)</td>
<td align="center" valign="top">1</td>
</tr>
<tr>
<td align="left" valign="top">Fear of being put in hospital against my will</td>
<td align="center" valign="top">62 (30.4)</td>
<td align="center" valign="top">17 (8.3)</td>
<td align="center" valign="top">0.55 (0.95)</td>
<td align="center" valign="top">23</td>
</tr>
<tr>
<td align="left" valign="top">Thinking the problem would get better by itself</td>
<td align="center" valign="top">164 (80.4)</td>
<td align="center" valign="top">66 (32.4)</td>
<td align="center" valign="top">1.72 (1.12)</td>
<td align="center" valign="top">2</td>
</tr>
<tr>
<td align="left" valign="top">Preferring to get alternative forms of care (e.g., traditional/religious healing or alternative/complementary therapies)</td>
<td align="center" valign="top">112 (54.9)</td>
<td align="center" valign="top">25 (12.3)</td>
<td align="center" valign="top">0.96 (1.05)</td>
<td align="center" valign="top">17</td>
</tr>
<tr>
<td align="left" valign="top">Thinking that professional care probably would not help</td>
<td align="center" valign="top">135 (66.2)</td>
<td align="center" valign="top">33 (16.2)</td>
<td align="center" valign="top">1.17 (1.07)</td>
<td align="center" valign="top">10</td>
</tr>
<tr>
<td align="left" valign="top">Dislike of talking about my feelings, emotions, or thoughts</td>
<td align="center" valign="top">165 (80.9)</td>
<td align="center" valign="top">60 (29.4)</td>
<td align="center" valign="top">1.66 (1.2)</td>
<td align="center" valign="top">3</td>
</tr>
<tr>
<td align="left" valign="top">Concerns about the treatments available (e.g., medication side effects)</td>
<td align="center" valign="top">133 (65.2)</td>
<td align="center" valign="top">41 (20.1)</td>
<td align="center" valign="top">1.31 (1.15)</td>
<td align="center" valign="top">7</td>
</tr>
<tr>
<td align="left" valign="top">Having had previous bad experiences with professional care for mental health</td>
<td align="center" valign="top">57 (27.9)</td>
<td align="center" valign="top">11 (5.4)</td>
<td align="center" valign="top">0.49 (0.879)</td>
<td align="center" valign="top">25</td>
</tr>
<tr>
<td align="left" valign="top">Preferring to get help from family or friends</td>
<td align="center" valign="top">116 (56.9)</td>
<td align="center" valign="top">30 (14.7)</td>
<td align="center" valign="top">1.01 (1.09)</td>
<td align="center" valign="top">14</td>
</tr>
<tr>
<td align="left" valign="top">Thinking I did not have a problem</td>
<td align="center" valign="top">124 (60.8)</td>
<td align="center" valign="top">33 (16.2)</td>
<td align="center" valign="top">1.09 (1.2)</td>
<td align="center" valign="top">12</td>
</tr>
<tr>
<td align="left" valign="top">Attitudinal-related barriers Mean Score(&#x00B1;SD)/Median/Range</td>
<td align="center" valign="top" colspan="4">12.05 (&#x00B1;5.31)/12 0&#x2013;27</td>
</tr>
<tr>
<td align="left" valign="top" colspan="5">Instrumental-related barriers (accessibility)</td>
</tr>
<tr>
<td align="left" valign="top">Being unsure where to go to get professional care</td>
<td align="center" valign="top">149 (73.0)</td>
<td align="center" valign="top">56 (27.5)</td>
<td align="center" valign="top">1.49 (1.16)</td>
<td align="center" valign="top">5</td>
</tr>
<tr>
<td align="left" valign="top">Problems with transport or travelling to appointments</td>
<td align="center" valign="top">86 (42.2)</td>
<td align="center" valign="top">24 (11.8)</td>
<td align="center" valign="top">0.77 (1.06)</td>
<td align="center" valign="top">20</td>
</tr>
<tr>
<td align="left" valign="top">Not being able to afford the financial costs involved</td>
<td align="center" valign="top">133 (65.2)</td>
<td align="center" valign="top">66 (32.4)</td>
<td align="center" valign="top">1.17 (1.07)</td>
<td align="center" valign="top">11</td>
</tr>
<tr>
<td align="left" valign="top">Professionals from my own ethnic or cultural group not being available</td>
<td align="center" valign="top">67 (32.8)</td>
<td align="center" valign="top">11 (5.4)</td>
<td align="center" valign="top">0.55 (0.90)</td>
<td align="center" valign="top">24</td>
</tr>
<tr>
<td align="left" valign="top">Being too unwell to ask for help</td>
<td align="center" valign="top">97 (47.5)</td>
<td align="center" valign="top">27 (13.2)</td>
<td align="center" valign="top">0.90 (1.98)</td>
<td align="center" valign="top">19</td>
</tr>
<tr>
<td align="left" valign="top">Difficulty taking time off education</td>
<td align="center" valign="top">159 (77.9)</td>
<td align="center" valign="top">61 (29.9)</td>
<td align="center" valign="top">1.57 (1.14)</td>
<td align="center" valign="top">4</td>
</tr>
<tr>
<td align="left" valign="top">Having no one who could help me get professional care</td>
<td align="center" valign="top">133 (65.2)</td>
<td align="center" valign="top">40 (19.6)</td>
<td align="center" valign="top">1.25 (1.13)</td>
<td align="center" valign="top">8</td>
</tr>
<tr>
<td align="left" valign="top">Instrumental-related barriers Mean Score(&#x00B1;SD)/ Median/Range</td>
<td align="center" valign="top" colspan="4">7.22 (&#x00B1;4.06)/12 0&#x2013;17</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>In terms of barrier subscales, the attitudinal-related barriers had the highest average score compared to the other subscales (attitudinal barrier: 12.05 [&#x00B1; 5.31], stigma-related barrier: 7.79 [&#x00B1; 5.89], and instrumental-related barrier: 7.22 [&#x00B1; 4.06]).</p>
<p><xref ref-type="table" rid="tab4">Table 4</xref> shows the association between barrier subscales and students&#x2019; characteristics. Students who had previously experienced academic failure, as well as those who had utilised mental health services in the past, exhibited higher barrier scores. Notably, there were statistically significant differences in the stigma- and instrumental-related subscales (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05).</p>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption>
<p>Differences in BACE-III barrier subscales (Mean&#x2009;&#x00B1;&#x2009;SD) in regards to different students&#x2019; characteristics (<italic>n</italic>&#x2009;=&#x2009;204).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Variable</th>
<th align="center" valign="top" colspan="3">BACE-III barrier subscales</th>
</tr>
<tr>
<th rowspan="3"/>
<th align="center" valign="top">Stigma related barriers</th>
<th align="center" valign="top">Attitudinal related barriers</th>
<th align="center" valign="top">Instrumental related barriers</th>
</tr>
<tr>
<th align="center" valign="top">Mean (SD)</th>
<th align="center" valign="top">Mean (SD)</th>
<th align="center" valign="top">Mean (SD)</th>
</tr>
<tr>
<th align="center" valign="top">7.79 (&#x00B1;5.89)</th>
<th align="center" valign="top">12.05 (&#x00B1;5.31)</th>
<th align="center" valign="top">7.22 (&#x00B1;4.06)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" colspan="4">Gender</td>
</tr>
<tr>
<td align="left" valign="top">Male (49)</td>
<td align="center" valign="top">9.06&#x2009;&#x00B1;&#x2009;6.22</td>
<td align="center" valign="top">13.16&#x2009;&#x00B1;&#x2009;5.17</td>
<td align="center" valign="top">7.28&#x2009;&#x00B1;&#x2009;4.03</td>
</tr>
<tr>
<td align="left" valign="top">Female(155)</td>
<td align="center" valign="top">7.40&#x2009;&#x00B1;&#x2009;5.75</td>
<td align="center" valign="top">11.70&#x2009;&#x00B1;&#x2009;3.33</td>
<td align="center" valign="top">7.20&#x2009;&#x00B1;&#x2009;4.09</td>
</tr>
<tr>
<td align="left" valign="top"><italic>p</italic> value</td>
<td align="center" valign="top">0.091</td>
<td align="center" valign="top">0.094</td>
<td align="center" valign="top">0.879</td>
</tr>
<tr>
<td align="left" valign="top" colspan="4">Living area</td>
</tr>
<tr>
<td align="left" valign="top">With family (161)</td>
<td align="center" valign="top">7.82&#x2009;&#x00B1;&#x2009;5.99</td>
<td align="center" valign="top">12.13&#x2009;&#x00B1;&#x2009;5.32</td>
<td align="center" valign="top">7.02&#x2009;&#x00B1;&#x2009;3.90</td>
</tr>
<tr>
<td align="left" valign="top">On campus (25)</td>
<td align="center" valign="top">8.64&#x2009;&#x00B1;&#x2009;5.93</td>
<td align="center" valign="top">11.32&#x2009;&#x00B1;&#x2009;4.95</td>
<td align="center" valign="top">8.28&#x2009;&#x00B1;&#x2009;5.02</td>
</tr>
<tr>
<td align="left" valign="top">Alone (18)</td>
<td align="center" valign="top">6.44&#x2009;&#x00B1;&#x2009;4.90</td>
<td align="center" valign="top">12.33&#x2009;&#x00B1;&#x2009;5.97</td>
<td align="center" valign="top">7.55&#x2009;&#x00B1;&#x2009;4.08</td>
</tr>
<tr>
<td align="left" valign="top"><italic>p</italic> value</td>
<td align="center" valign="top">0.545</td>
<td align="center" valign="top">0.755</td>
<td align="center" valign="top">0.351</td>
</tr>
<tr>
<td align="left" valign="top" colspan="4">Academic year</td>
</tr>
<tr>
<td align="left" valign="top">2nd</td>
<td align="center" valign="top">7.14&#x2009;&#x00B1;&#x2009;5.42</td>
<td align="center" valign="top">12.87&#x2009;&#x00B1;&#x2009;7.18</td>
<td align="center" valign="top">6.76&#x2009;&#x00B1;&#x2009;4.17</td>
</tr>
<tr>
<td align="left" valign="top">3rd</td>
<td align="center" valign="top">8.00&#x2009;&#x00B1;&#x2009;5.32</td>
<td align="center" valign="top">10.73&#x2009;&#x00B1;&#x2009;4.71</td>
<td align="center" valign="top">8.46&#x2009;&#x00B1;&#x2009;3.95</td>
</tr>
<tr>
<td align="left" valign="top">4th</td>
<td align="center" valign="top">7.45&#x2009;&#x00B1;&#x2009;5.78</td>
<td align="center" valign="top">11.81&#x2009;&#x00B1;&#x2009;4.89</td>
<td align="center" valign="top">7.44&#x2009;&#x00B1;&#x2009;4.01</td>
</tr>
<tr>
<td align="left" valign="top">5th</td>
<td align="center" valign="top">7.16&#x2009;&#x00B1;&#x2009;6.29</td>
<td align="center" valign="top">13.17&#x2009;&#x00B1;&#x2009;4.99</td>
<td align="center" valign="top">6.56&#x2009;&#x00B1;&#x2009;3.90</td>
</tr>
<tr>
<td align="left" valign="top">6th</td>
<td align="center" valign="top">9.04&#x2009;&#x00B1;&#x2009;6.21</td>
<td align="center" valign="top">11.78&#x2009;&#x00B1;&#x2009;5.52</td>
<td align="center" valign="top">6.98&#x2009;&#x00B1;&#x2009;4.32</td>
</tr>
<tr>
<td align="left" valign="top"><italic>p</italic> value</td>
<td align="center" valign="top">0.496</td>
<td align="center" valign="top">0.383</td>
<td align="center" valign="top">0.338</td>
</tr>
<tr>
<td align="left" valign="top" colspan="4">History of academic failure</td>
</tr>
<tr>
<td align="left" valign="top">No (163)</td>
<td align="center" valign="top">7.30&#x2009;&#x00B1;&#x2009;6.07</td>
<td align="center" valign="top">11.81&#x2009;&#x00B1;&#x2009;5.24</td>
<td align="center" valign="top">6.88&#x2009;&#x00B1;&#x2009;3.99</td>
</tr>
<tr>
<td align="left" valign="top">Yes (41)</td>
<td align="center" valign="top">9.78&#x2009;&#x00B1;&#x2009;4.68</td>
<td align="center" valign="top">13.02&#x2009;&#x00B1;&#x2009;5.56</td>
<td align="center" valign="top">8.56&#x2009;&#x00B1;&#x2009;4.12</td>
</tr>
<tr>
<td align="left" valign="top"><italic>p</italic> value</td>
<td align="center" valign="top">0.002<sup>&#x002A;</sup></td>
<td align="center" valign="top">0.192</td>
<td align="center" valign="top">0.022<sup>&#x002A;</sup></td>
</tr>
<tr>
<td align="left" valign="top" colspan="4">Personal history of psychiatric illness</td>
</tr>
<tr>
<td align="left" valign="top">No (167)</td>
<td align="center" valign="top">7.72&#x2009;&#x00B1;&#x2009;5.88</td>
<td align="center" valign="top">12.24&#x2009;&#x00B1;&#x2009;5.27</td>
<td align="center" valign="top">7.11&#x2009;&#x00B1;&#x2009;4.07</td>
</tr>
<tr>
<td align="left" valign="top">Yes (37)</td>
<td align="center" valign="top">8.16&#x2009;&#x00B1;&#x2009;5.97</td>
<td align="center" valign="top">11.27&#x2009;&#x00B1;&#x2009;5.49</td>
<td align="center" valign="top">7.70&#x2009;&#x00B1;&#x2009;4.05</td>
</tr>
<tr>
<td align="left" valign="top"><italic>p</italic> value</td>
<td align="center" valign="top">0.659</td>
<td align="center" valign="top">0.290</td>
<td align="center" valign="top">0.385</td>
</tr>
<tr>
<td align="left" valign="top" colspan="4">Family history of psychiatric illness</td>
</tr>
<tr>
<td align="left" valign="top">No (155)</td>
<td align="center" valign="top">7.91&#x2009;&#x00B1;&#x2009;5.83</td>
<td align="center" valign="top">12.58&#x2009;&#x00B1;&#x2009;5.34</td>
<td align="center" valign="top">7.32&#x2009;&#x00B1;&#x2009;4.03</td>
</tr>
<tr>
<td align="left" valign="top">Yes (49)</td>
<td align="center" valign="top">7.44&#x2009;&#x00B1;&#x2009;6.13</td>
<td align="center" valign="top">11.02&#x2009;&#x00B1;&#x2009;5.16</td>
<td align="center" valign="top">6.89&#x2009;&#x00B1;&#x2009;4.21</td>
</tr>
<tr>
<td align="left" valign="top"><italic>p</italic> value</td>
<td align="center" valign="top">0.537</td>
<td align="center" valign="top">0.119</td>
<td align="center" valign="top">0.542</td>
</tr>
<tr>
<td align="left" valign="top" colspan="4">History of taking psychiatric medications</td>
</tr>
<tr>
<td align="left" valign="top">Never (183)</td>
<td align="center" valign="top">7.55&#x2009;&#x00B1;&#x2009;5.78</td>
<td align="center" valign="top">11.97&#x2009;&#x00B1;&#x2009;5.33</td>
<td align="center" valign="top">7.70&#x2009;&#x00B1;&#x2009;4.04</td>
</tr>
<tr>
<td align="left" valign="top">Ever user (21)</td>
<td align="center" valign="top">9.95&#x2009;&#x00B1;&#x2009;6.48</td>
<td align="center" valign="top">12.76&#x2009;&#x00B1;&#x2009;5.23</td>
<td align="center" valign="top">8.76&#x2009;&#x00B1;&#x2009;4.12</td>
</tr>
<tr>
<td align="left" valign="top"><italic>p</italic> value</td>
<td align="center" valign="top">0.099</td>
<td align="center" valign="top">0.521</td>
<td align="center" valign="top">0.056</td>
</tr>
<tr>
<td align="left" valign="top" colspan="4">Ever utilised mental health services during the past 12&#x2009;months</td>
</tr>
<tr>
<td align="left" valign="top">Never (149)</td>
<td align="center" valign="top">7.16&#x2009;&#x00B1;&#x2009;5.71</td>
<td align="center" valign="top">11.88&#x2009;&#x00B1;&#x2009;5.07</td>
<td align="center" valign="top">6.60&#x2009;&#x00B1;&#x2009;3.91</td>
</tr>
<tr>
<td align="left" valign="top">Yes (55)</td>
<td align="center" valign="top">9.52&#x2009;&#x00B1;&#x2009;6.06</td>
<td align="center" valign="top">12.50&#x2009;&#x00B1;&#x2009;5.94</td>
<td align="center" valign="top">8.89&#x2009;&#x00B1;&#x2009;4.04</td>
</tr>
<tr>
<td align="left" valign="top"><italic>p</italic> value</td>
<td align="center" valign="top">0.012<sup>&#x002A;</sup></td>
<td align="center" valign="top">0.459</td>
<td align="center" valign="top">&#x003C;0.001<sup>&#x002A;</sup></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Differences regarding stigma and instrumental barriers have been analysed using Mann&#x2013;Whitney and Kruskual Wallis test; meanwhile those for attitudinal related barriers were analysed using t test and ANOVA. <sup>&#x002A;</sup>Significant <italic>p</italic> value&#x2009;&#x003C;&#x2009;0.05.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec15">
<title>Predictors of mental health service utilisation barriers</title>
<p>The univariate analysis shows that students who had previously experienced academic failure were 2.480 times more likely to perceive stigma-related barriers. Similarly, those who had previously utilised mental health services were 2.366 times more likely to exhibit stigma-related barriers. However, after adjustments in the multivariate analysis, the sole predictor was the utilisation of mental health services. Specifically, students who had used these services were 2.042 times more likely to report stigma-related barriers (<xref ref-type="table" rid="tab5">Table 5</xref>).</p>
<table-wrap position="float" id="tab5">
<label>Table 5</label>
<caption>
<p>Predictors of stigma related barriers to receiving professional mental health care in univariate and multivariable linear regression (<italic>n</italic>&#x2009;=&#x2009;204).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="3">Variable</th>
<th align="center" valign="top" colspan="4">Stigma related barriers</th>
</tr>
<tr>
<th align="center" valign="top" colspan="2">Univariate</th>
<th align="center" valign="top" colspan="2">Multivariate</th>
</tr>
<tr>
<th align="center" valign="top">&#x03B2; [CI:95%]</th>
<th align="center" valign="top"><italic>p</italic> value</th>
<th align="center" valign="top">&#x03B2; [CI:95%]</th>
<th align="center" valign="top"><italic>p</italic> value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Age</td>
<td align="center" valign="top">0.46 [&#x2212;0.03,0.96]</td>
<td align="center" valign="top">0.065</td>
<td align="center" valign="top">0.21 [&#x2212;0.33,0.75]</td>
<td align="center" valign="top">0.444</td>
</tr>
<tr>
<td align="left" valign="top">Gender (Ref: Male)</td>
<td align="center" valign="top" rowspan="2">&#x2212;1.66 [&#x2212;3.56,0.23]</td>
<td align="center" valign="top" rowspan="2">0.085</td>
<td align="center" valign="top" rowspan="2">&#x2212;0.84 [&#x2212;2.84,1.15]</td>
<td align="center" valign="top" rowspan="2">0.406</td>
</tr>
<tr>
<td align="left" valign="top">Female</td>
</tr>
<tr>
<td align="left" valign="top">History of academic failure (Ref: No)</td>
<td align="center" valign="top" rowspan="2">2.48 [0.47,4.48]</td>
<td align="center" valign="top" rowspan="2">0.016<sup>&#x002A;</sup></td>
<td align="center" valign="top" rowspan="2">&#x2212;1.82 [&#x2212;0.33,3.98]</td>
<td align="center" valign="top" rowspan="2">0.097</td>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
</tr>
<tr>
<td align="left" valign="top">Personal history of psychiatric illness (Ref: No)</td>
<td align="center" valign="top" rowspan="2">0.44 [&#x2212;1.67,2.56]</td>
<td align="center" valign="top" rowspan="2">0.680</td>
<td align="center" valign="top" rowspan="2">&#x2212;1.99 [&#x2212;4.77,0.80]</td>
<td align="center" valign="top" rowspan="2">0.162</td>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
</tr>
<tr>
<td align="left" valign="top">Family history of psychiatric illness (Ref: No)</td>
<td align="center" valign="top" rowspan="2">&#x2212;0.46 [&#x2212;2.37,1.45]</td>
<td align="center" valign="top" rowspan="2">0.634</td>
<td align="center" valign="top" rowspan="2">&#x2212;0.33 [&#x2212;2.29, 1.62]</td>
<td align="center" valign="top" rowspan="2">0.736</td>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
</tr>
<tr>
<td align="left" valign="top">History of taking psychiatric medications (Ref: Never)</td>
<td align="center" valign="top" rowspan="2">2.44 [&#x2212;0.26,5.06]</td>
<td align="center" valign="top" rowspan="2">0.077</td>
<td align="center" valign="top" rowspan="2">2.56 [&#x2212;0.92,6.12]</td>
<td align="center" valign="top" rowspan="2">0.147</td>
</tr>
<tr>
<td align="left" valign="top">Ever user</td>
</tr>
<tr>
<td align="left" valign="top">Ever utilised mental health services during the past 12&#x2009;months (Ref: No)</td>
<td align="center" valign="top" rowspan="2">2.37 [0.56,4.17]</td>
<td align="center" valign="top" rowspan="2">0.011<sup>&#x002A;</sup></td>
<td align="center" valign="top" rowspan="2">2.04 [0.03,4.00]</td>
<td align="center" valign="top" rowspan="2">0.047<sup>&#x002A;</sup></td>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><sup>&#x002A;</sup>Significant <italic>p</italic> value&#x2009;&#x003C;&#x2009;0.05.</p>
</table-wrap-foot>
</table-wrap>
<p>Univariate and multivariate analyses, as presented in <xref ref-type="table" rid="tab6">Table 6</xref>, confirmed that none of the students&#x2019; characteristics predicted attitudinal-related barriers.</p>
<table-wrap position="float" id="tab6">
<label>Table 6</label>
<caption>
<p>Predictors of attitudinal related barriers to receiving professional mental health care in univariate and multivariable linear regression (<italic>n</italic>&#x2009;=&#x2009;204).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="3">Variable</th>
<th align="center" valign="top" colspan="4">Attitudinal related barriers</th>
</tr>
<tr>
<th align="center" valign="top" colspan="2">Univariate</th>
<th align="center" valign="top" colspan="2">Multivariate</th>
</tr>
<tr>
<th align="center" valign="top">&#x03B2; [CI:95%]</th>
<th align="center" valign="top"><italic>p</italic>-value</th>
<th align="center" valign="top">&#x03B2; [CI:95%]</th>
<th align="center" valign="top"><italic>p</italic>-value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Age</td>
<td align="center" valign="top">0.07 [&#x2212;0.38, 0.51]</td>
<td align="center" valign="top">0.770</td>
<td align="center" valign="top">&#x2212;0.12 [&#x2212;0.62, 0.37]</td>
<td align="center" valign="top">0.621</td>
</tr>
<tr>
<td align="left" valign="top">Gender (Ref: Male)</td>
<td align="center" valign="top" rowspan="2">&#x2212;1.46 [&#x2212;3.17, 0.25]</td>
<td align="center" valign="top" rowspan="2">0.94</td>
<td align="center" valign="top" rowspan="2">&#x2212;1.39 [&#x2212;3.2, 0.43]</td>
<td align="center" valign="top" rowspan="2">0.134</td>
</tr>
<tr>
<td align="left" valign="top">Female</td>
</tr>
<tr>
<td align="left" valign="top">History of academic failure (Ref: No)</td>
<td align="center" valign="top" rowspan="2">0.07 [&#x2212;0.52, 0.66]</td>
<td align="center" valign="top" rowspan="2">0.814</td>
<td align="center" valign="top" rowspan="2">1.08 [&#x2212;0.90, 3.05]</td>
<td align="center" valign="top" rowspan="2">0.284</td>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
</tr>
<tr>
<td align="left" valign="top">Personal history of psychiatric illness (Ref: No)</td>
<td align="center" valign="top" rowspan="2">&#x2212;1.02 [&#x2212;2.93, 0.88]</td>
<td align="center" valign="top" rowspan="2">0.290</td>
<td align="center" valign="top" rowspan="2">&#x2212;2.48 [&#x2212;5.04, 0.07]</td>
<td align="center" valign="top" rowspan="2">0.057</td>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
</tr>
<tr>
<td align="left" valign="top">Family history of psychiatric illness (Ref: No)</td>
<td align="center" valign="top" rowspan="2">&#x2212;1.36 [&#x2212;3.07, 0.35]</td>
<td align="center" valign="top" rowspan="2">0.119</td>
<td align="center" valign="top" rowspan="2">&#x2212;0.91 [&#x2212;2.70, 0.88]</td>
<td align="center" valign="top" rowspan="2">0.317</td>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
</tr>
<tr>
<td align="left" valign="top">History of taking psychiatric medications (Ref: Never)</td>
<td align="center" valign="top" rowspan="2">0.52 [&#x2212;1.63, 3.21]</td>
<td align="center" valign="top" rowspan="2">0.789</td>
<td align="center" valign="top" rowspan="2">2.48 [0.74, 5.70]</td>
<td align="center" valign="top" rowspan="2">0.131</td>
</tr>
<tr>
<td align="left" valign="top">Ever user</td>
</tr>
<tr>
<td align="left" valign="top">Ever utilised mental health services during the past 12&#x2009;months (Ref: No)</td>
<td align="center" valign="top" rowspan="2">0.62 [&#x2212;1.03, 2.28]</td>
<td align="center" valign="top" rowspan="2">0.459</td>
<td align="center" valign="top" rowspan="2">0.61 [&#x2212;1.23, &#x2212;2.4]</td>
<td align="center" valign="top" rowspan="2">0.511</td>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><sup>&#x002A;</sup>Significant <italic>p</italic> value&#x2009;&#x003C;&#x2009;0.05.</p>
</table-wrap-foot>
</table-wrap>
<p>In terms of instrumental-related barriers, univariate linear regression results indicate that students with prior academic failures were 1.678 times more likely to report these barriers. Additionally, those who had previously utilised mental health services were 2.287 times more likely to perceive instrumental-related barriers. After adjustments in the multivariate analysis, age emerged as a predictor. Specifically, for each 1-year decrease in age, there was an associated 0.373 increase in the likelihood of perceiving instrumental-related barriers. Students with a history of academic failure were 1.956 times more likely to perceive instrumental barriers, and those who had used mental health services were 2.194 times more likely to report them (<xref ref-type="table" rid="tab7">Table 7</xref>).</p>
<table-wrap position="float" id="tab7">
<label>Table 7</label>
<caption>
<p>Predictors of Instrumental related barriers to receiving professional mental health care in univariate and multivariable linear regression (<italic>n</italic>&#x2009;=&#x2009;204).</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" rowspan="3">Variable</th>
<th align="center" valign="top" colspan="4">Instrumental related barriers</th>
</tr>
<tr>
<th align="center" valign="top" colspan="2">Univariate</th>
<th align="center" valign="top" colspan="2">Multivariate</th>
</tr>
<tr>
<th align="center" valign="top">&#x03B2; [CI:95%]</th>
<th align="center" valign="top"><italic>p</italic>-value</th>
<th align="center" valign="top">&#x03B2; [CI:95%]</th>
<th align="center" valign="top"><italic>p</italic>-value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Age</td>
<td align="center" valign="top">&#x2212;0.19 [&#x2212;0.53, 0.15]</td>
<td align="center" valign="top">0.275</td>
<td align="center" valign="top">&#x2212;0.37 [&#x2212;0.74, &#x2212;0.00]</td>
<td align="center" valign="top">0.047<sup>&#x002A;</sup></td>
</tr>
<tr>
<td align="left" valign="top">Gender (Ref: Male)</td>
<td align="center" valign="top" rowspan="2">&#x2212;0.09 [&#x2212;1.40, 1.23]</td>
<td align="center" valign="top" rowspan="2">0.898</td>
<td align="center" valign="top" rowspan="2">0.10 [&#x2212;1.25, 1.45]</td>
<td align="center" valign="top" rowspan="2">0.885</td>
</tr>
<tr>
<td align="left" valign="top">Female</td>
</tr>
<tr>
<td align="left" valign="top">History of academic failure (Ref: No)</td>
<td align="center" valign="top" rowspan="2">1.68 [0.29, 3.063]</td>
<td align="center" valign="top" rowspan="2">0.018<sup>&#x002A;</sup></td>
<td align="center" valign="top" rowspan="2">1.96 [0.49, 3.42]</td>
<td align="center" valign="top" rowspan="2">0.009<sup>&#x002A;</sup></td>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
</tr>
<tr>
<td align="left" valign="top">Personal history of psychiatric illness (Ref: No)</td>
<td align="center" valign="top" rowspan="2">0.59 [&#x2212;0.87, 2.045]</td>
<td align="center" valign="top" rowspan="2">0.427</td>
<td align="center" valign="top" rowspan="2">&#x2212;1.17 [&#x2212;3.06, 0.72]</td>
<td align="center" valign="top" rowspan="2">0.223</td>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
</tr>
<tr>
<td align="left" valign="top">Family history of psychiatric illness (Ref: No)</td>
<td align="center" valign="top" rowspan="2">0.42 [&#x2212;1.74, 0.89]</td>
<td align="center" valign="top" rowspan="2">0.526</td>
<td align="center" valign="top" rowspan="2">&#x2212;0.22 [&#x2212;1.54, 1.11]</td>
<td align="center" valign="top" rowspan="2">0.748</td>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
</tr>
<tr>
<td align="left" valign="top">History of taking psychiatric medications (Ref: Never)</td>
<td align="center" valign="top" rowspan="2">1.72 [&#x2212;0.12, 3.56]</td>
<td align="center" valign="top" rowspan="2">0.067</td>
<td align="center" valign="top" rowspan="2">1.51 [&#x2212;0.87, 3.89]</td>
<td align="center" valign="top" rowspan="2">0.212</td>
</tr>
<tr>
<td align="left" valign="top">Ever user</td>
</tr>
<tr>
<td align="left" valign="top">Ever utilised mental health services during the past 12&#x2009;months (Ref: No)</td>
<td align="center" valign="top" rowspan="2">2.29 [1.06, 3.52]</td>
<td align="center" valign="top" rowspan="2">&#x003C;0.001<sup>&#x002A;</sup></td>
<td align="center" valign="top" rowspan="2">2.19 [0.83, 3.56]</td>
<td align="center" valign="top" rowspan="2">0.002<sup>&#x002A;</sup></td>
</tr>
<tr>
<td align="left" valign="top">Yes</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><sup>&#x002A;</sup>Significant <italic>p</italic> value&#x2009;&#x003C;&#x2009;0.05.</p>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec sec-type="discussion" id="sec16">
<title>Discussion</title>
<p>The prevalence of mental health disorders among undergraduate medical students is believed to be higher than in other individuals of comparable age in the general population (<xref ref-type="bibr" rid="ref20">20</xref>). This heightened vulnerability is often attributed to the stress associated with studying medicine (<xref ref-type="bibr" rid="ref21">21</xref>). In this study, the reported prevalence of depression (33%) was consistent with that reported in a meta-analysis study spanning 43 countries (<xref ref-type="bibr" rid="ref20">20</xref>). However, the study by Ewid et al., which aimed to investigate the impact of the COVID-19 pandemic on the mental health of Saudi medical students, reported a slightly lower prevalence (23%) (<xref ref-type="bibr" rid="ref22">22</xref>). The discrepancy between their findings and ours might be attributed to the fact that the majority of our participants were female, and studies have indicated that females are generally more susceptible to psychological distress (<xref ref-type="bibr" rid="ref22">22</xref>).</p>
<p>Unmet mental health needs are believed to place a significant strain on community health and productivity (<xref ref-type="bibr" rid="ref20">20</xref>). According to the current study, nearly 4 in 10 students reported a perceived need for professional mental health support. This perceived need was particularly pronounced among female students and those with a personal history of psychiatric illness. Such a high level of perceived need has been reported in previous studies (<xref ref-type="bibr" rid="ref23">23</xref>, <xref ref-type="bibr" rid="ref24">24</xref>). Despite the high proportion of students reporting depressive symptoms and expressing a perceived need for help, these services remain underutilised. In this study, only 16.2% of students who felt a need for treatment sought professional help in the previous 12&#x2009;months. Such utilisation rates, ranging from 18 to 23%, have also been observed among university students in recent studies conducted in Egypt and the United States (<xref ref-type="bibr" rid="ref23">23</xref>, <xref ref-type="bibr" rid="ref25">25</xref>). It is worth noting that, in our study, students with severe depression were more likely to recognise a need for treatment and subsequently seek help compared to those with mild and moderate depression, which is consistent with previous literature (<xref ref-type="bibr" rid="ref3">3</xref>, <xref ref-type="bibr" rid="ref26">26</xref>). This suggests that many students delay seeking care, even though early-stage cases are often easier to address (<xref ref-type="bibr" rid="ref3">3</xref>).</p>
<p>Various factors could explain this unmet demand for help. However, in our study, the dominant barrier was attitudinal, with most students preferring to tackle their problems independently, hoping issues would naturally resolve, or feeling reluctant to share their emotions and thoughts. This observation is in line with a previous study that identified a preference for self-management as a significant obstacle to seeking formal mental health care among university students experiencing depression and anxiety (<xref ref-type="bibr" rid="ref27">27</xref>). Additionally, our results underscore the prevailing hypothesis linking mental health literacy with tendencies towards help-seeking behaviours (<xref ref-type="bibr" rid="ref3">3</xref>, <xref ref-type="bibr" rid="ref6">6</xref>). These findings emphasise the relevance of cultural diversity, which continues to have a crucial role in attitudes about mental disease treatment. In Saudi Arabia, a predominantly Muslim population country, a considerable number of people believe that mental illness is a result of insufficient religiosity and are hesitant to seek professional help, despite significant advancements in the mental health care system (<xref ref-type="bibr" rid="ref15">15</xref>).</p>
<p>The stigma associated with mental health was the second most frequently reported obstacle in our research. In contrast, a study by Noorwali et al. indicated stigma as the principal factor deterring young Saudi adults from pursuing mental health services (<xref ref-type="bibr" rid="ref14">14</xref>). These findings might be attributed to the persisting stigmatisation of mental illnesses in Arab nations, characterised by prevailing negative sentiments surrounding mental disorders and associated medical services (<xref ref-type="bibr" rid="ref28">28</xref>). Furthermore, it is widely acknowledged that doctors and medical students are hesitant to engage in therapy, particularly for mental problems. In addition, it has been hypothesised that doctors stigmatise mental illness more than the general population because of the idea that seeking care for a mental condition may negatively affect one&#x2019;s legal licence to practise medicine (<xref ref-type="bibr" rid="ref29">9</xref>, <xref ref-type="bibr" rid="ref9">29</xref>).</p>
<p>Although our participants rated instrumental barriers the lowest overall, Egyptian medical students identified them as their most significant barrier (<xref ref-type="bibr" rid="ref23">23</xref>). This discrepancy might be attributed to the relative accessibility of Saudi Arabia&#x2019;s healthcare system, which offers cost-free psychiatric services (<xref ref-type="bibr" rid="ref3">3</xref>). Even with the presence of qualified mental health mentors and a dedicated teaching referral clinic aimed at assisting distressed students, nearly 40% were unaware of these resources. These findings are consistent with the Osborn et al. research, which revealed that in countries with high incomes, university mental health services are frequently underused (<xref ref-type="bibr" rid="ref30">30</xref>). Notably, younger students in our study were more likely to identify instrumental challenges, possibly due to junior students&#x2019; lack of awareness about the university&#x2019;s mental health facilities and their accessibility. These findings are in line with previous studies, which found that a majority of university students were uninformed about their institution&#x2019;s mental health services (<xref ref-type="bibr" rid="ref27">27</xref>, <xref ref-type="bibr" rid="ref31">31</xref>). Interestingly, students with a history of academic failure and those who had previously sought mental health services were more likely to experience stigma- and instrumental-related barriers. In line with earlier Saudi research which indicates that the primary factors behind the unmet need for mental health care in Saudi Arabia are more attitudinal than related to service availability or delivery (<xref ref-type="bibr" rid="ref3">3</xref>).</p>
<p>Our study&#x2019;s findings contribute significantly to the literature addressing the underutilisation of help-seeking services, potentially helping to mitigate the burden of mental disorders among medical students. The pattern of barriers to unmet treatment needs in this study was mainly students&#x2019; attitudes and stigma rather than the availability of mental health care, therefore university mental health service providers might benefit from taking specific steps towards this point, including providing students with comprehensive orientation sessions about available services and locations, organise workshops to enhance awareness and reduce stigma, as well as placing a greater emphasis on the roles of mentorship and counselling.</p>
<p>While this research stands as the first analysis of perceived needs and barriers concerning mental health service usage among Saudi medical students, it has certain limitations. First, its cross-sectional design restricts drawing causal conclusions. Second, the use of self-reported questionnaires could lead to recall bias. Third, the sensitivity of the subject matter could have influenced how participants responded to specific questions. Moreover, participants were only selected from the Eastern Province of Saudi Arabia, which may restrict the results&#x2019; generalizability. Lastly, the study does not explore in depth the issues related to students who begin but do not complete treatment, an area that should be addressed in future research.</p>
</sec>
<sec sec-type="conclusions" id="sec17">
<title>Conclusion</title>
<p>In conclusion, mental illnesses are prevalent among undergraduate medical students. Concurrently, while there is a pronounced perceived need for professional mental health support, actual service utilisation remains low. The primary obstacles to seeking mental care were found to be attitudinal and stigma-related barriers. Enhancing mental health literacy could play a pivotal role in addressing these unmet treatment requirements.</p>
</sec>
<sec sec-type="data-availability" id="sec18">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="ethics-statement" id="sec19">
<title>Ethics statement</title>
<p>The study was approved by the Ethical Committee of King Faisal University, Al Ahsa, Saudi Arabia (Ref. No: KFU-REC-2022-MAY-ETHICS31; date: 24 May 2022). Additionally, participants received a brief description of the study&#x2019;s purpose and a link to a non-personalised consent form.</p>
</sec>
<sec sec-type="author-contributions" id="sec20">
<title>Author contributions</title>
<p>ZA: Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. MS: Data curation, Formal analysis, Investigation, Methodology, Resources, Software, Validation, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. AA-K: Data curation, Investigation, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. JA: Data curation, Investigation, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. RB: Data curation, Investigation, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. MB: Data curation, Investigation, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. RA: Data curation, Investigation, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. NA-m: Data curation, Investigation, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. MA: Data curation, Investigation, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="sec21">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This work was supported by the Deanship of Scientific Research, Vice Presidency for Graduate Studies and Scientific Research, King Faisal University, Saudi Arabia (Grant No. 4,144).</p>
</sec>
<sec sec-type="COI-statement" id="sec22">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="sec100" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<ref-list>
<title>References</title>
<ref id="ref1">
<label>1.</label>
<citation citation-type="journal"><person-group person-group-type="author">
<collab id="coll1">COVID-19 Mental Disorders Collaborators</collab>
</person-group>. <article-title>Global prevalence and burden of depressive and anxiety disorders in 204 countries and territories in 2020 due to the COVID-19 pandemic</article-title>. <source>Lancet</source>. (<year>2021</year>) <volume>398</volume>:<fpage>1700</fpage>&#x2013;<lpage>12</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S0140-6736(21)02143-7</pub-id></citation>
</ref>
<ref id="ref2">
<label>2.</label>
<citation citation-type="other"><person-group person-group-type="author">
<collab id="coll2">WHO</collab>
</person-group> (<year>2023</year>). Mental disorders. Available at: <ext-link xlink:href="https://www.who.int/news-room/fact-sheets/detail/mental-disorders" ext-link-type="uri">https://www.who.int/news-room/fact-sheets/detail/mental-disorders</ext-link> (Accessed August 26, 2023).</citation>
</ref>
<ref id="ref3">
<label>3.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Alangari</surname> <given-names>AS</given-names></name> <name><surname>Knox</surname> <given-names>SS</given-names></name> <name><surname>Kristjansson</surname> <given-names>AL</given-names></name> <name><surname>Wen</surname> <given-names>S</given-names></name> <name><surname>Innes</surname> <given-names>KE</given-names></name> <name><surname>Bilal</surname> <given-names>L</given-names></name> <etal/></person-group>. <article-title>Barriers to mental health treatment in the Saudi National Mental Health Survey</article-title>. <source>Int J Environ Res Public Health</source>. (<year>2020</year>) <volume>17</volume>:<fpage>3877</fpage>. doi: <pub-id pub-id-type="doi">10.3390/ijerph17113877</pub-id>, PMID: <pub-id pub-id-type="pmid">32486182</pub-id></citation>
</ref>
<ref id="ref4">
<label>4.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Altwaijri</surname> <given-names>YA</given-names></name> <name><surname>Al-Habeeb</surname> <given-names>A</given-names></name> <name><surname>Al-Subaie</surname> <given-names>AS</given-names></name> <name><surname>Bilal</surname> <given-names>L</given-names></name> <name><surname>Al-Desouki</surname> <given-names>M</given-names></name> <name><surname>Shahab</surname> <given-names>MK</given-names></name> <etal/></person-group>. <article-title>Twelve-month prevalence and severity of mental disorders in the Saudi National Mental Health Survey</article-title>. <source>Int J Methods Psychiatr Res</source>. (<year>2020</year>) <volume>29</volume>:<fpage>e1831</fpage>. doi: <pub-id pub-id-type="doi">10.1002/mpr.1831</pub-id></citation>
</ref>
<ref id="ref5">
<label>5.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Al-Habeeb</surname> <given-names>A</given-names></name> <name><surname>Altwaijri</surname> <given-names>YA</given-names></name> <name><surname>Al-Subaie</surname> <given-names>AS</given-names></name> <name><surname>Bilal</surname> <given-names>L</given-names></name> <name><surname>Almeharish</surname> <given-names>A</given-names></name> <name><surname>Sampson</surname> <given-names>NA</given-names></name> <etal/></person-group>. <article-title>Twelve-month treatment of mental disorders in the Saudi National Mental Health Survey</article-title>. <source>Int J Methods Psychiatr Res</source>. (<year>2020</year>) <volume>29</volume>:<fpage>e1832</fpage>. doi: <pub-id pub-id-type="doi">10.1002/mpr.1832</pub-id>, PMID: <pub-id pub-id-type="pmid">32519421</pub-id></citation>
</ref>
<ref id="ref6">
<label>6.</label>
<citation citation-type="journal"><person-group person-group-type="author">
<name><surname>Almanasef</surname> <given-names>M</given-names></name>
</person-group>. <article-title>Mental health literacy and help-seeking Behaviours among undergraduate pharmacy students in Abha</article-title>. <source>Saudi Arabia Risk Manag Healthcare Policy</source>. (<year>2021</year>) <volume>14</volume>:<fpage>1281</fpage>&#x2013;<lpage>6</lpage>. doi: <pub-id pub-id-type="doi">10.2147/RMHP.S289211</pub-id>, PMID: <pub-id pub-id-type="pmid">33790673</pub-id></citation>
</ref>
<ref id="ref7">
<label>7.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zeng</surname> <given-names>W</given-names></name> <name><surname>Chen</surname> <given-names>R</given-names></name> <name><surname>Wang</surname> <given-names>X</given-names></name> <name><surname>Zhang</surname> <given-names>Q</given-names></name> <name><surname>Deng</surname> <given-names>W</given-names></name></person-group>. <article-title>Prevalence of mental health problems among medical students in China: a meta-analysis</article-title>. <source>Medicine (Baltimore)</source>. (<year>2019</year>) <volume>98</volume>:<fpage>e15337</fpage>. doi: <pub-id pub-id-type="doi">10.1097/MD.0000000000015337</pub-id>, PMID: <pub-id pub-id-type="pmid">31045774</pub-id></citation>
</ref>
<ref id="ref8">
<label>8.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rodriguez</surname> <given-names>M</given-names></name> <name><surname>Corse</surname> <given-names>A</given-names></name> <name><surname>Rosen</surname> <given-names>L</given-names></name></person-group>. <article-title>Mental health services use among medical students: perceived stigma and barriers to care</article-title>. <source>Med Sci Educ</source>. (<year>2017</year>) <volume>27</volume>:<fpage>267</fpage>&#x2013;<lpage>72</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s40670-017-0392-6</pub-id></citation>
</ref>
<ref id="ref9">
<label>9.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hankir</surname> <given-names>AK</given-names></name> <name><surname>Northall</surname> <given-names>A</given-names></name> <name><surname>Zaman</surname> <given-names>R</given-names></name></person-group>. <article-title>Stigma and mental health challenges in medical students</article-title>. <source>BMJ Case Rep</source>. (<year>2014</year>) <volume>2014</volume>:<fpage>bcr2014205226</fpage>. doi: <pub-id pub-id-type="doi">10.1136/bcr-2014-205226</pub-id>, PMID: <pub-id pub-id-type="pmid">25183806</pub-id></citation>
</ref>
<ref id="ref10">
<label>10.</label>
<citation citation-type="other"><person-group person-group-type="author"><name><surname>AlShamlan</surname> <given-names>NA</given-names></name> <name><surname>AlShamlan</surname> <given-names>RA</given-names></name> <name><surname>AlShamlan</surname> <given-names>AA</given-names></name> <name><surname>AlOmar</surname> <given-names>RS</given-names></name> <name><surname>AlAmer</surname> <given-names>NA</given-names></name> <name><surname>Darwish</surname> <given-names>MA</given-names></name></person-group>, et al. <article-title>Prevalence of depression and its associated factors among clinical-year medical students in Eastern Province, Saudi Arabia</article-title>. <source>Postgrad Med J</source> (<year>2020</year>) <volume>96</volume>: <fpage>343</fpage>&#x2013;<lpage>348</lpage>. doi: <pub-id pub-id-type="doi">10.1136/postgradmedj-2020-137578</pub-id>, PMID: <pub-id pub-id-type="pmid">32303582</pub-id></citation>
</ref>
<ref id="ref11">
<label>11.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bruffaerts</surname> <given-names>R</given-names></name> <name><surname>Mortier</surname> <given-names>P</given-names></name> <name><surname>Kiekens</surname> <given-names>G</given-names></name> <name><surname>Auerbach</surname> <given-names>RP</given-names></name> <name><surname>Cuijpers</surname> <given-names>P</given-names></name> <name><surname>Demyttenaere</surname> <given-names>K</given-names></name> <etal/></person-group>. <article-title>Mental health problems in college freshmen: prevalence and academic functioning</article-title>. <source>J Affect Disord</source>. (<year>2018</year>) <volume>225</volume>:<fpage>97</fpage>&#x2013;<lpage>103</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.jad.2017.07.044</pub-id>, PMID: <pub-id pub-id-type="pmid">28802728</pub-id></citation>
</ref>
<ref id="ref12">
<label>12.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Alaqeel</surname> <given-names>M</given-names></name> <name><surname>Alkhudairy</surname> <given-names>FA</given-names></name> <name><surname>Basuliman</surname> <given-names>AS</given-names></name> <name><surname>Alsubaie</surname> <given-names>AM</given-names></name> <name><surname>Alqahtani</surname> <given-names>FN</given-names></name> <name><surname>Almkainzi</surname> <given-names>HA</given-names></name></person-group>. <article-title>The barriers to seeking mental health Services at King Saud bin Abdulaziz University for health sciences</article-title>. <source>Cureus</source>. (<year>2023</year>) <volume>15</volume>:<fpage>e45321</fpage>. doi: <pub-id pub-id-type="doi">10.7759/cureus.45321</pub-id>, PMID: <pub-id pub-id-type="pmid">37849612</pub-id></citation>
</ref>
<ref id="ref13">
<label>13.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Givens</surname> <given-names>JL</given-names></name> <name><surname>Tjia</surname> <given-names>J</given-names></name></person-group>. <article-title>Depressed medical students' use of mental health services and barriers to use</article-title>. <source>Acad Med</source>. (<year>2002</year>) <volume>77</volume>:<fpage>918</fpage>&#x2013;<lpage>21</lpage>. doi: <pub-id pub-id-type="doi">10.1097/00001888-200209000-00024</pub-id></citation>
</ref>
<ref id="ref14">
<label>14.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Noorwali</surname> <given-names>R</given-names></name> <name><surname>Almotairy</surname> <given-names>S</given-names></name> <name><surname>Akhder</surname> <given-names>R</given-names></name> <name><surname>Mahmoud</surname> <given-names>G</given-names></name> <name><surname>Sharif</surname> <given-names>L</given-names></name> <name><surname>Alasmee</surname> <given-names>N</given-names></name> <etal/></person-group>. <article-title>Barriers and facilitators to mental health help-seeking among young adults in Saudi Arabia: a qualitative study</article-title>. <source>Int J Environ Res Public Health</source>. (<year>2022</year>) <volume>19</volume>:<fpage>2848</fpage>. doi: <pub-id pub-id-type="doi">10.3390/ijerph19052848</pub-id>, PMID: <pub-id pub-id-type="pmid">35270539</pub-id></citation>
</ref>
<ref id="ref15">
<label>15.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Alshahrani</surname> <given-names>SS</given-names></name> <name><surname>Alrajhi</surname> <given-names>MM</given-names></name> <name><surname>Alshehri</surname> <given-names>MA</given-names></name> <name><surname>Alotaibi</surname> <given-names>FM</given-names></name> <name><surname>Altwerqe</surname> <given-names>MS</given-names></name></person-group>. <article-title>Challenges and barriers in primary mental health services in Saudi Arabia: a narrative review</article-title>. <source>Adv Hum Biol</source>. (<year>2023</year>) <volume>13</volume>:<fpage>309</fpage>&#x2013;<lpage>12</lpage>. doi: <pub-id pub-id-type="doi">10.4103/aihb.aihb_54_23</pub-id></citation>
</ref>
<ref id="ref16">
<label>16.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Baklola</surname> <given-names>M</given-names></name> <name><surname>Terra</surname> <given-names>M</given-names></name> <name><surname>Elzayat</surname> <given-names>MA</given-names></name> <name><surname>Abdelhady</surname> <given-names>D</given-names></name> <name><surname>El-Gilany</surname> <given-names>AH</given-names></name> <name><surname>Collaborators</surname> <given-names>ATO</given-names></name></person-group>. <article-title>Pattern, barriers, and predictors of mental health care utilization among Egyptian undergraduates: a cross-sectional multi-Centre study</article-title>. <source>BMC Psychiatry</source>. (<year>2023</year>) <volume>23</volume>:<fpage>139</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12888-023-04624-z</pub-id>, PMID: <pub-id pub-id-type="pmid">36879216</pub-id></citation>
</ref>
<ref id="ref17">
<label>17.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kroenke</surname> <given-names>K</given-names></name> <name><surname>Spitzer</surname> <given-names>RL</given-names></name> <name><surname>Williams</surname> <given-names>JB</given-names></name></person-group>. <article-title>The PHQ-9: validity of a brief depression severity</article-title>. <source>J Gen Intern Med</source>. (<year>2001</year>) <volume>16</volume>:<fpage>606</fpage>&#x2013;<lpage>13</lpage>. doi: <pub-id pub-id-type="doi">10.1046/j.1525-1497.2001.016009606.x</pub-id>, PMID: <pub-id pub-id-type="pmid">11556941</pub-id></citation>
</ref>
<ref id="ref18">
<label>18.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Adewuya</surname> <given-names>AO</given-names></name> <name><surname>Ola</surname> <given-names>BA</given-names></name> <name><surname>Afolabi</surname> <given-names>OO</given-names></name></person-group>. <article-title>Validity of the patient health questionnaire (PHQ-9) as a screening tool for depression amongst Nigerian university students</article-title>. <source>J Affect Disord</source>. (<year>2006</year>) <volume>96</volume>:<fpage>89</fpage>&#x2013;<lpage>93</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.jad.2006.05.021</pub-id>, PMID: <pub-id pub-id-type="pmid">16857265</pub-id></citation>
</ref>
<ref id="ref19">
<label>19.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Clement</surname> <given-names>S</given-names></name> <name><surname>Brohan</surname> <given-names>E</given-names></name> <name><surname>Jeffery</surname> <given-names>D</given-names></name> <name><surname>Henderson</surname> <given-names>C</given-names></name> <name><surname>Hatch</surname> <given-names>SL</given-names></name> <name><surname>Thornicroft</surname> <given-names>G</given-names></name></person-group>. <article-title>Development and psychometric properties the barriers to access to care evaluation scale (BACE) related to people with mental ill health</article-title>. <source>BMC Psychiatry</source>. (<year>2012</year>) <volume>12</volume>:<fpage>36</fpage>. doi: <pub-id pub-id-type="doi">10.1186/1471-244X-12-36</pub-id>, PMID: <pub-id pub-id-type="pmid">22546012</pub-id></citation>
</ref>
<ref id="ref20">
<label>20.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rotenstein</surname> <given-names>LS</given-names></name> <name><surname>Ramos</surname> <given-names>MA</given-names></name> <name><surname>Torre</surname> <given-names>M</given-names></name> <name><surname>Segal</surname> <given-names>JB</given-names></name> <name><surname>Peluso</surname> <given-names>MJ</given-names></name> <name><surname>Guille</surname> <given-names>C</given-names></name> <etal/></person-group>. <article-title>Prevalence of depression, depressive symptoms, and suicidal ideation among medical students: a systematic review and Meta-analysis</article-title>. <source>JAMA</source>. (<year>2016</year>) <volume>316</volume>:<fpage>2214</fpage>&#x2013;<lpage>36</lpage>. doi: <pub-id pub-id-type="doi">10.1001/jama.2016.17324</pub-id>, PMID: <pub-id pub-id-type="pmid">27923088</pub-id></citation>
</ref>
<ref id="ref21">
<label>21.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kihumuro</surname> <given-names>RB</given-names></name> <name><surname>Kaggwa</surname> <given-names>MM</given-names></name> <name><surname>Nakandi</surname> <given-names>RM</given-names></name> <name><surname>Kintu</surname> <given-names>TM</given-names></name> <name><surname>Muwanga</surname> <given-names>DR</given-names></name> <name><surname>Muganzi</surname> <given-names>DJ</given-names></name> <etal/></person-group>. <article-title>Perspectives on mental health services for medical students at a Ugandan medical school</article-title>. <source>BMC Med Educ</source>. (<year>2022</year>) <volume>22</volume>:<fpage>734</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12909-022-03815-8</pub-id></citation>
</ref>
<ref id="ref22">
<label>22.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ewid</surname> <given-names>M</given-names></name> <name><surname>Amal</surname> <given-names>Y</given-names></name> <name><surname>Billah</surname> <given-names>SMB</given-names></name> <name><surname>Kalou</surname> <given-names>Y</given-names></name> <name><surname>Zitoun</surname> <given-names>OA</given-names></name> <name><surname>Alnaser</surname> <given-names>AR</given-names></name> <etal/></person-group>. <article-title>Impact of the COVID-19 pandemic on the psychological status of undergraduate medical students in Saudi Arabia: a cross-sectional double-scale study</article-title>. <source>Medicine (Baltimore)</source>. (<year>2023</year>) <volume>102</volume>:<fpage>e33487</fpage>. doi: <pub-id pub-id-type="doi">10.1097/MD.0000000000033487</pub-id>, PMID: <pub-id pub-id-type="pmid">37026919</pub-id></citation>
</ref>
<ref id="ref23">
<label>23.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Abdel-Hady</surname> <given-names>D</given-names></name> <name><surname>Baklola</surname> <given-names>M</given-names></name> <name><surname>Terra</surname> <given-names>M</given-names></name> <name><surname>El-Gilany</surname> <given-names>AH</given-names></name></person-group>. <article-title>Patterns and barriers of mental health service utilization among medical students: a cross-sectional study</article-title>. <source>Middle East Curr Psychiatry</source>. (<year>2022</year>) <volume>29</volume>:<fpage>98</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s43045-022-00267-0</pub-id></citation>
</ref>
<ref id="ref24">
<label>24.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Phillips</surname> <given-names>MS</given-names></name> <name><surname>Steelesmith</surname> <given-names>DL</given-names></name> <name><surname>Brock</surname> <given-names>G</given-names></name> <name><surname>Benedict</surname> <given-names>J</given-names></name> <name><surname>Mu&#x00F1;oz</surname> <given-names>J</given-names></name> <name><surname>Fontanella</surname> <given-names>CA</given-names></name></person-group>. <article-title>Mental health service utilization among medical students with a perceived need for care</article-title>. <source>Acad Psychiatry</source>. (<year>2022</year>) <volume>46</volume>:<fpage>223</fpage>&#x2013;<lpage>7</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s40596-021-01584-y</pub-id>, PMID: <pub-id pub-id-type="pmid">35006590</pub-id></citation>
</ref>
<ref id="ref25">
<label>25.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sontag-Padilla</surname> <given-names>L</given-names></name> <name><surname>Woodbridge</surname> <given-names>MW</given-names></name> <name><surname>Mendelsohn</surname> <given-names>J</given-names></name> <name><surname>D'Amico</surname> <given-names>EJ</given-names></name> <name><surname>Osilla</surname> <given-names>KC</given-names></name> <name><surname>Jaycox</surname> <given-names>LH</given-names></name> <etal/></person-group>. <article-title>Factors affecting mental health service utilization among California public college and university students</article-title>. <source>Psychiatr Serv</source>. (<year>2016</year>) <volume>67</volume>:<fpage>890</fpage>&#x2013;<lpage>7</lpage>. doi: <pub-id pub-id-type="doi">10.1176/appi.ps.201500307</pub-id>, PMID: <pub-id pub-id-type="pmid">27032662</pub-id></citation>
</ref>
<ref id="ref26">
<label>26.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cadigan</surname> <given-names>JM</given-names></name> <name><surname>Lee</surname> <given-names>CM</given-names></name> <name><surname>Larimer</surname> <given-names>ME</given-names></name></person-group>. <article-title>Young adult mental health: a prospective examination of service utilization, perceived unmet service needs, attitudes, and barriers to service use</article-title>. <source>Prev Sci</source>. (<year>2019</year>) <volume>20</volume>:<fpage>366</fpage>&#x2013;<lpage>76</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s11121-018-0875-8</pub-id>, PMID: <pub-id pub-id-type="pmid">29411197</pub-id></citation>
</ref>
<ref id="ref27">
<label>27.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Negash</surname> <given-names>A</given-names></name> <name><surname>Khan</surname> <given-names>MA</given-names></name> <name><surname>Medhin</surname> <given-names>G</given-names></name> <name><surname>Wondimagegn</surname> <given-names>D</given-names></name> <name><surname>Araya</surname> <given-names>M</given-names></name></person-group>. <article-title>Mental distress, perceived need, and barriers to receive professional mental health care among university students in Ethiopia</article-title>. <source>BMC Psychiatry</source>. (<year>2020</year>) <volume>20</volume>:<fpage>187</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12888-020-02602-3</pub-id>, PMID: <pub-id pub-id-type="pmid">32334569</pub-id></citation>
</ref>
<ref id="ref28">
<label>28.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Andrade</surname> <given-names>G</given-names></name> <name><surname>Bedewy</surname> <given-names>D</given-names></name> <name><surname>Elamin</surname> <given-names>ABA</given-names></name> <name><surname>Abdelmonem</surname> <given-names>KYA</given-names></name> <name><surname>Teir</surname> <given-names>HJ</given-names></name> <name><surname>Alqaderi</surname> <given-names>N</given-names></name></person-group>. <article-title>Attitudes towards mental health problems in a sample of United Arab Emirates&#x2019; residents</article-title>. <source>Middle East Curr Psychiatry</source>. (<year>2022</year>) <volume>29</volume>:<fpage>88</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s43045-022-00255-4</pub-id></citation>
</ref>
<ref id="ref29">
<label>29.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wijeratne</surname> <given-names>C</given-names></name> <name><surname>Johnco</surname> <given-names>C</given-names></name> <name><surname>Draper</surname> <given-names>B</given-names></name> <name><surname>Earl</surname> <given-names>J</given-names></name></person-group>. <article-title>Doctors' reporting of mental health stigma and barriers to help-seeking</article-title>. <source>Occup Med (Lond)</source>. (<year>2021</year>) <volume>71</volume>:<fpage>366</fpage>&#x2013;<lpage>74</lpage>. doi: <pub-id pub-id-type="doi">10.1093/occmed/kqab119</pub-id>, PMID: <pub-id pub-id-type="pmid">34534344</pub-id></citation>
</ref>
<ref id="ref30">
<label>30.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Osborn</surname> <given-names>TG</given-names></name> <name><surname>Li</surname> <given-names>S</given-names></name> <name><surname>Saunders</surname> <given-names>R</given-names></name> <name><surname>Fonagy</surname> <given-names>P</given-names></name></person-group>. <article-title>University students' use of mental health services: a systematic review and meta-analysis</article-title>. <source>Int J Ment Heal Syst</source>. (<year>2022</year>) <volume>16</volume>:<fpage>57</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s13033-022-00569-0</pub-id>, PMID: <pub-id pub-id-type="pmid">36527036</pub-id></citation>
</ref>
<ref id="ref31">
<label>31.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ryan</surname> <given-names>G</given-names></name> <name><surname>Marley</surname> <given-names>I</given-names></name> <name><surname>Still</surname> <given-names>M</given-names></name> <name><surname>Lyons</surname> <given-names>Z</given-names></name> <name><surname>Hood</surname> <given-names>S</given-names></name></person-group>. <article-title>Use of mental-health services by Australian medical students: a cross-sectional survey</article-title>. <source>Australas Psychiatry</source>. (<year>2017</year>) <volume>25</volume>:<fpage>407</fpage>&#x2013;<lpage>10</lpage>. doi: <pub-id pub-id-type="doi">10.1177/1039856217715990</pub-id>, PMID: <pub-id pub-id-type="pmid">28675041</pub-id></citation>
</ref>
</ref-list>
</back>
</article>