<?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. Psychiatry</journal-id>
<journal-title>Frontiers in Psychiatry</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Psychiatry</abbrev-journal-title>
<issn pub-type="epub">1664-0640</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpsyt.2025.1633452</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Psychiatry</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Depression, anxiety, and stress among college students: a Kashmir-based epidemiological study</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Sudershan</surname>
<given-names>Amrit</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1502137/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<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/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Rehman</surname>
<given-names>Sumaira</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Manzoor</surname>
<given-names>Tafazul</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Shaban</surname>
<given-names>Basharat</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Sultan</surname>
<given-names>Seerat</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Pushap</surname>
<given-names>Agar Chander</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2126306/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Sudershan</surname>
<given-names>Srishty</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2136772/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Bashir</surname>
<given-names>Mehraj</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<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-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Malik</surname>
<given-names>Showkat Ahmad</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3167105/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/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<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-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Human Genetics, Sri Pratap College, Cluster University Srinagar</institution>, <addr-line>Srinagar, Jammu &amp; Kashmir</addr-line>,&#xa0;<country>India</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Zoology, Sri Pratap College, Cluster University Srinagar</institution>, <addr-line>Srinagar, Jammu &amp; Kashmir</addr-line>,&#xa0;<country>India</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Environmental Science, Sharda University</institution>, <addr-line>Delhi</addr-line>,&#xa0;<country>India</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Department of Education, Dakshina Bharat Hindi Prachar Sabha, Madras</institution>, <addr-line>Chennai, Tamil</addr-line>,&#xa0;<country>India</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Department of Zoology, Central University of Jammu, Samba, Jammu</institution>, <addr-line>Jammu &amp; Kashmir</addr-line>,&#xa0;<country>India</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2250772/overview">Tamkeen Saleem</ext-link>, Shifa Tameer-e-Millat University, Pakistan</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/550391/overview">Hongyu Xu</ext-link>, Virginia Commonwealth University, United States</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3109390/overview">Bilal Para</ext-link>, Islamic University of Science and Technology Kashmir, India</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3112138/overview">Kalai Vani</ext-link>, Tunku Abdul Rahman University, Malaysia</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Showkat Ahmad Malik, <email xlink:href="mailto:malik.showkat1988@gmail.com">malik.showkat1988@gmail.com</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>10</day>
<month>09</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1633452</elocation-id>
<history>
<date date-type="received">
<day>22</day>
<month>05</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>14</day>
<month>08</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Sudershan, Rehman, Manzoor, Shaban, Sultan, Pushap, Sudershan, Bashir and Malik.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Sudershan, Rehman, Manzoor, Shaban, Sultan, Pushap, Sudershan, Bashir and Malik</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec>
<title>Introduction</title>
<p>Depression and anxiety are major public health concerns, especially among young adults. However, limited regional data exist from Kashmir, Northern India, to guide targeted mental health strategies. Therefore, the present study aimed to assess the levels of depression and anxiety among college-going students in Kashmir and examine associated demographic factors. </p>
</sec>
<sec>
<title>Methods</title>
<p>A cross-sectional survey was conducted from January to April 2024, involving 1,471 college students aged 18 to 26 years from institutions across the Kashmir division. Data were collected using an online Google Form after obtaining informed consent. Depression and anxiety were measured using validated scales: PHQ-9 and GAD-7. Statistical analyses included t-tests, chi-square tests, logistic regression, and Pearson correlation to explore associations and trends. </p>
</sec> <sec>
<title>Results</title>
<p>Among the participants, 12.5% exhibited severe depression, with a slightly higher prevalence in females (13.39%). Severe anxiety was reported by 24.26% of students, and 19.17% reported high perceived stress levels. Gender showed notable relevance with anxiety (OR &#x2248; 1.68, p = 0.0001) and stress (OR &#x2248; 1.65, p = 0.0007). Correlation analysis revealed positive relationships between depression and stress score (r = 0.6322), anxiety and stress score (r = 0.6824), and depression and anxiety (r = 0.8064), suggesting that higher stress levels correlate with increased depression and anxiety among surveyed individuals. </p>
</sec>
<sec>
<title>Discussion</title>
<p>The high prevalence of depression, anxiety, and stress among college students, especially among females, highlights an urgent need for gender-sensitive, campus-based mental health interventions. The strong interrelations among these psychological conditions suggest that comprehensive stress-reduction programs may effectively mitigate multiple mental health risks. Future research should focus on designing and evaluating such targeted strategies to enhance student well-being. </p>
</sec>
</abstract>
<abstract abstract-type="graphical">
<title>Graphical Abstract</title>
<p>
<graphic xlink:href="fpsyt-16-1633452-g000.tif" position="anchor">
<alt-text content-type="machine-generated">A flowchart details the study on depression, anxiety, and stress among college students in Kashmir. Methods include ethical approval, selecting six colleges, conducting an online survey, and data analysis. Results show severe depression at 12.52%, anxiety at 24.26%, and high stress at 19.17%, with higher rates among females. The adjusted odds ratio indicates higher anxiety (AOR: 1.6828) and stress (AOR: 1.64) in females. Correlation analysis shows relationships between depression, anxiety, and stress. The conclusion emphasizes the prevalence and gender differences, highlighting the need for targeted interventions.</alt-text>
</graphic>
</p>
</abstract>
<kwd-group>
<kwd>depression</kwd>
<kwd>anxiety</kwd>
<kwd>kashmiri population</kwd>
<kwd>prevalence</kwd>
<kwd>epidemiological study</kwd>
</kwd-group>
<counts>
<fig-count count="4"/>
<table-count count="4"/>
<equation-count count="1"/>
<ref-count count="60"/>
<page-count count="12"/>
<word-count count="4839"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Public Mental Health</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>A nation&#x2019;s progress is closely linked to the well-being of its citizens, as those who are mentally healthy are more likely to make a positive impact, engage in meaningful work, and maintain strong social connections (<xref ref-type="bibr" rid="B1">1</xref>). However, a significant barrier to mental well-being is Major Depressive Disorder (MDD), which is characterized by persistent symptoms such as feelings of hopelessness, difficulty concentrating, disrupted sleep, low energy, changes in appetite, and, in severe cases, suicidal thoughts or attempts. These symptoms typically last for at least two weeks and occur nearly every day, significantly impairing an individual&#x2019;s ability to function (Depression-World Health Organization). According to the data of Global Burden of Diseases (GBD) 2019 identified depression and anxiety were identified as the two most disabling mental health conditions, ranking among the top 25 causes of disease burden worldwide. Around 280 million people globally suffer from depression, representing 3.8% of the population, with higher rates in adults (5.0%) and those over 60 (5.7%). The highest prevalence rates are found in Greece, Palestine, and Spain (Institute for Health Metrics and Evaluation). In India, states such as Tamil Nadu, Haryana, Andhra Pradesh, and Maharashtra report notable depression rates, with Tamil Nadu having the highest at 4.45% (Institute for Health Metrics and Evaluation | (<ext-link ext-link-type="uri" xlink:href="http://healthdata.org">healthdata.org</ext-link>).</p>
<p>Although adults and older populations show higher global prevalence, it is critical to study the mental health of college-going students, as they undergo significant developmental and psychosocial transitions that can heighten vulnerability to psychological distress. Academic pressure, career uncertainty, identity exploration, and changing social environments contribute to an increased risk of mental health issues in this age group (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B3">3</xref>). Moreover, early identification and intervention in this formative period can prevent long-term psychological morbidity. In the Kashmir region, multiple studies have explored depression and anxiety prevalence (<xref ref-type="bibr" rid="B4">4</xref>&#x2013;<xref ref-type="bibr" rid="B6">6</xref>), though none have specifically targeted the college-going population. Therefore, this study aimed to fill this gap by examining the prevalence of depression, anxiety, and perceived stress among college students in Kashmir, making it, to our knowledge, the first of its kind in the region.</p>
</sec>
<sec id="s2">
<title>Methodology</title>
<sec id="s2_1">
<title>Ethical considerations and consent to participate</title>
<p>This study was conducted in strict adherence to ethical standards. The research methodology was reviewed and approved by the Institutional Ethical Committee (ICE) of Sri Pratap College, Srinagar, Cluster University Srinagar, and Kashmir.</p>
<p>Before participation, each study participant provided informed written consent electronically via an e-form or Google Form, outlining the study&#x2019;s purpose, the voluntary nature of participation, and the confidentiality of their information. Data collection commenced only after obtaining informed consent from all participants (<italic>discussed below</italic>), ensuring compliance with ethical principles and regulations concerning research involving human subjects.</p>
</sec>
<sec id="s2_2">
<title>Study design, sampling approach, and sample size estimation</title>
<p>This study employed a cross-sectional design to investigate the prevalence of depression, anxiety, and stress among college students of Kashmiri descent, aged 18&#x2013;26 years. A two-stage sampling strategy was adopted to balance representativeness and practicality, combining simple random sampling for college selection and convenience sampling for participant recruitment.</p>
<p>Furthermore, the sample size was estimated based on prior knowledge, considering a significance level (&#x3b1;) of 0.05, an expected proportion of 0.25, and a precision (margin of error) of 0.03 (<xref ref-type="disp-formula" rid="eq1">Equation 1</xref>). Using these parameters, the minimum required sample size was calculated to be 801 participants.</p>
<disp-formula id="eq1">
<label>(1)</label>
<mml:math display="block" id="M1">
<mml:mrow>
<mml:mi>n</mml:mi>
<mml:mo>=</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mi>Z</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>.</mml:mo>
<mml:mi>p</mml:mi>
<mml:mo>.</mml:mo>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>p</mml:mi>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:msup>
<mml:mi>d</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#xa0;</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
<p>Where: <bold>n</bold> = required sample size, <bold>Z</bold> = standard normal deviate at 95% confidence level (1.96), <bold>p</bold> = expected proportion (0.25, based on prior knowledge), and d = margin of error (0.03).</p>
</sec>
<sec id="s2_3">
<title>College selection &amp; participant recruitment</title>
<p>In the first stage, a simple random sampling method was used to select colleges from the Kashmir region. A comprehensive list of all colleges in the region was compiled using Excel. The &#x201c;RAND () function&#x201d; in Excel was employed to randomly select six colleges from this list. Random sampling was chosen at this stage to ensure that every college had an equal chance of being selected, thereby minimizing selection bias and enhancing the representativeness of the sample. The decision to select six colleges was made to ensure the study maintained a manageable scope, given the logistical constraints and the available research resources. This number allowed for adequate representation of the student population while enabling in-depth analysis within a feasible timeline.</p>
<p>In the second stage, a convenience sampling method was used to recruit participants from the selected colleges. Convenience sampling was deemed appropriate at this stage due to the practical challenges of accessing students directly and the necessity of ensuring a sufficient sample size within the limited data collection period (January 2024 to April 2024). Furthermore, the online nature of data collection facilitated by Google Forms inherently lends itself to convenience sampling, as participants self-selected based on their willingness and availability to complete the survey. To minimize potential selection bias introduced by convenience sampling, we recruited participants from multiple colleges across various academic disciplines to improve the diversity and representativeness of the sample.</p>
</sec>
<sec id="s2_4">
<title>Data collection procedure</title>
<p>To ensure participant confidentiality and voluntary participation, data were collected via an online Google Form designed with a clear and sequential structure. The form was disseminated through official college communication channels and student groups, such as WhatsApp groups, accompanied by a briefing that explained the study&#x2019;s objectives and significance. The online format allowed for greater reach, ease of participation, and flexibility for respondents. The Google Form followed a three-step structure: (a): Introductory Section: Participants were presented with an introductory page detailing the purpose of the research and requesting their consent to participate. Only those who provided informed consent could proceed. (b): Demographic Information Section: Participants were required to provide basic demographic details, including age, gender, and educational background. (c): Diagnostic Section: This section featured standardized questionnaires to assess depression, anxiety, and stress (<italic>see Diagnostic Procedure</italic>). The strategic use of a Google Form ensured participant anonymity and confidentiality while also fostering transparency and trust in the research process. To ensure data security and prevent duplicate responses, the &#x201c;Limit to 1 response&#x201d; feature in Google Forms was activated, allowing each participant to submit only one response. [Note: Participants were informed about the study&#x2019;s purpose and provided consent before proceeding with the survey. Due to the anonymous nature of data collection, withdrawal of data post-submission was not possible.</p>
</sec>
<sec id="s2_5">
<title>Diagnostic procedures</title>
<p>Participants who agreed to take part in the study were assessed for depression, anxiety, and perceived stress using well-established tools. Depression was evaluated using the Patient Health Questionnaire-9 (PHQ-9), a widely recognized instrument designed to screen for and diagnose depressive disorders following DSM-5 criteria (<xref ref-type="bibr" rid="B7">7</xref>). Details of the PHQ-9 scoring method can be found in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;1</bold>
</xref> of the <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary File</bold>
</xref>. To assess anxiety, we used the Generalized Anxiety Disorder Assessment (GAD-7), a trusted tool for identifying and diagnosing generalized anxiety disorder (<xref ref-type="bibr" rid="B8">8</xref>). The scoring method for the GAD-7 is outlined in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;2</bold>
</xref> of the <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary File</bold>
</xref>. In addition to depression and anxiety, we also assessed perceived stress levels using the Perceived Stress Scale (PSS), a widely accepted measure for evaluating stress perception (NH Dept. of Administrative Services). Information about the PSS scoring method is provided in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary File</bold>
</xref> of the <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary File</bold>
</xref>. All assessments were conducted in English, as all participants were fluent in the language, making it unnecessary to modify the wording of the questionnaires.</p>
</sec>
<sec id="s2_6">
<title>Data cleaning and analysis</title>
<p>Following data collection, a rigorous data-cleaning process was implemented, which was done in Microsoft Excel 2019. Exclusion criteria were established to ensure the integrity and reliability of the dataset. These criteria included (1): obtaining participant consent, (2): restricting participant age to the range of 18&#x2013;26 years, (3): ensuring completion of the entire survey questionnaire, and (4): confirming that students were from the population of the Kashmir region and not from other areas. Additionally, any responses with missing data were systematically identified and excluded from the final analysis to maintain the accuracy and consistency of the dataset. By applying these criteria, unnecessary, incomplete, or inconsistent responses were identified and removed, ensuring the integrity of the dataset. In addition, the responses of the participants were then coded into a numeric form to facilitate analysis in Excel 2019.</p>
</sec>
<sec id="s2_7">
<title>Statistical analysis</title>
<p>The cleaned dataset subsequently underwent comprehensive statistical analysis to explore patterns, trends, and associations related to the prevalence of conditions among college-going students in the Kashmir population (Northern India). Descriptive data analysis of continuous and discrete variables utilized mean &#xb1; standard deviation and frequency distribution methods, respectively. To identify significant differences between continuous and discrete variables, t-tests and chi-square analyses were employed, respectively. Adjusted Odds Ratio (AOR) using Multiple Logistic Regression (MLR) was used to determine the association between dependent variables (depression and anxiety) and independent variables (Demographic variables). The Pearson correlation method is used to find the degree of linear relationship between two continuous variables. All calculations were conducted using free online statistical software, specifically the Chi-Square Calculator (2x2-5x5) from Socscistatistics.com, and MedCalc&#x2019;s statistical software for Logistic Regression and correlation. A significance threshold of p&lt; 0.05 and a 95% confidence interval were considered significant for all statistical tests.</p>
<p>[Note: For binary logistic regression, the response variables such as depression, anxiety, and perceived stress were dichotomized based on standard cut-off scores. For depression, individuals scoring between 15&#x2013;19 (moderately severe) and 20&#x2013;27 (severe) were coded as &#x201c;1&#x201d; (indicating high depression), while those scoring below this range were coded as &#x201c;0&#x201d;. For anxiety, scores of 10&#x2013;14 (moderate) and 15&#x2013;21 (severe) were categorized as &#x201c;1&#x201d;, and lower scores as &#x201c;0&#x201d;. Similarly, for perceived stress, scores between 27&#x2013;40 were classified as &#x201c;1&#x201d; (high stress), while scores below 27 were coded as &#x201c;0&#x201d;.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Result</title>
<p>In the present investigation, the surveyed population comprises 1471 students (male = 575 and female=896) who were included after excluding a certain number of students (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>) using exclusion criteria (<italic>see section:</italic> Data Cleaning and Analysis). The average age of participants was 21.66 &#xb1; 1.94 years, with no significant difference between males (21.63 &#xb1; 1.94) and females (21.69 &#xb1; 1.95; t = 0.577, p = 0.564). The sample was predominantly rural (61.1%), with 38.9% from urban areas (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>). Most participants were unmarried (92.2%) (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>). Gender distribution across rural and urban settings showed a higher proportion of females in urban areas and more males in rural settings. Regarding socioeconomic background, the majority of students&#x2019; guardians reported monthly incomes between &#x20b9;10,000 and &#x20b9;50,000 (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>), with 37.9% earning below &#x20b9;10,000 and 19.0% above &#x20b9;51,000. A detailed summary of demographic characteristics and gender-based comparisons is presented in <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Flowchart illustrates the stepwise selection process of study participants, including exclusions, consent status, and final sample distribution by gender.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyt-16-1633452-g001.tif">
<alt-text content-type="machine-generated">Flowchart depicting a research sample selection process. Initial contact: 1,685. Exclusion for non-Kashmir residents: 27. Eligible samples: 1,658. Non-consenting: 114. Consenting samples: 1,544. Data excluded for issues: 73. Final participating samples: 1,471, comprising 575 males and 896 females.</alt-text>
</graphic>
</fig>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>The presented graphs illustrate the demographic characteristics of the surveyed population. <bold>(A)</bold> The bar graph shows the distribution of participants based on their residential location, indicating a higher proportion of rural residents compared to urban residents across total, male, and female groups. <bold>(B)</bold> The bar graph represents the marital status distribution, revealing a significantly higher percentage of unmarried individuals in all categories. <bold>(C)</bold> The line graph depicts the distribution of guardian income levels, showing a declining trend as income levels increase, followed by a slight rise in the highest income category.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyt-16-1633452-g002.tif">
<alt-text content-type="machine-generated">Three charts are displayed: (A) Bar graph showing urban vs. rural distribution, with rural having higher percentages for total, male, and female categories. (B) Bar graph showing married vs. unmarried distribution, with unmarried having higher percentages across all categories. (C) Line graph depicting population distribution across income brackets, with declining percentages from less than 10K to over 50K for total, male, and female categories.</alt-text>
</graphic>
</fig>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Distribution of demographic features among study participants.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Variable</th>
<th valign="middle" align="left">Sub-grouping</th>
<th valign="middle" align="center">Total (n=1471) (%)</th>
<th valign="middle" align="center">Male (n=575) (%)</th>
<th valign="middle" align="center">Female (n=896) (%)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" rowspan="2" align="left">Location</td>
<td valign="middle" align="left">Urban</td>
<td valign="middle" align="center">572<break/>(38.88%)</td>
<td valign="middle" align="center">152<break/>(26.43%)</td>
<td valign="middle" align="center">420<break/>(46.87%)</td>
</tr>
<tr>
<td valign="middle" align="left">Rural</td>
<td valign="middle" align="center">899<break/>(61.11%)</td>
<td valign="middle" align="center">423<break/>(73.56%)</td>
<td valign="middle" align="center">476<break/>(53.12%)</td>
</tr>
<tr>
<td valign="middle" rowspan="2" align="left">Marital status</td>
<td valign="middle" align="left">Married</td>
<td valign="middle" align="center">115<break/>(7.81%)</td>
<td valign="middle" align="center">61<break/>(10.60%)</td>
<td valign="middle" align="center">53<break/>(5.91%)</td>
</tr>
<tr>
<td valign="middle" align="left">Unmarried</td>
<td valign="middle" align="center">1356<break/>(92.18%)</td>
<td valign="middle" align="center">514<break/>(89.39%)</td>
<td valign="middle" align="center">842<break/>(93.97%)</td>
</tr>
<tr>
<td valign="middle" rowspan="4" align="left">Religion</td>
<td valign="middle" align="left">Muslim</td>
<td valign="middle" align="center">1404<break/>(95.44%)</td>
<td valign="middle" align="center">552<break/>(96%)</td>
<td valign="middle" align="center">852<break/>(95.08%)</td>
</tr>
<tr>
<td valign="middle" align="left">Hindu</td>
<td valign="middle" align="center">57<break/>(3.87%)</td>
<td valign="middle" align="center">22<break/>(3.82%)</td>
<td valign="middle" align="center">35<break/>(3.90%)</td>
</tr>
<tr>
<td valign="middle" align="left">Sikh</td>
<td valign="middle" align="center">8<break/>(0.54%)</td>
<td valign="middle" align="center">1<break/>(0.17%)</td>
<td valign="middle" align="center">7<break/>(0.78%)</td>
</tr>
<tr>
<td valign="middle" align="left">Buddhist</td>
<td valign="middle" align="center">2<break/>(0.13%)</td>
<td valign="middle" align="center">0<break/>(0%)</td>
<td valign="middle" align="center">2<break/>(0.22%)</td>
</tr>
<tr>
<td valign="middle" rowspan="6" align="left">Guardian monthly income</td>
<td valign="middle" align="left">&lt;10,000</td>
<td valign="middle" align="center">558<break/>(37.93%)</td>
<td valign="middle" align="center">241<break/>(41.91%)</td>
<td valign="middle" align="center">317<break/>(35.37%)</td>
</tr>
<tr>
<td valign="middle" align="left">10,000-20,000</td>
<td valign="middle" align="center">260<break/>(17.67%)</td>
<td valign="middle" align="center">107<break/>(18.60%)</td>
<td valign="middle" align="center">153<break/>(17.07%)</td>
</tr>
<tr>
<td valign="middle" align="left">21,000-30,000</td>
<td valign="middle" align="center">158<break/>(10.74%)</td>
<td valign="middle" align="center">54<break/>(9.39%)</td>
<td valign="middle" align="center">104<break/>(11.60%)</td>
</tr>
<tr>
<td valign="middle" align="left">31,000-40,000</td>
<td valign="middle" align="center">109<break/>(7.40%)</td>
<td valign="middle" align="center">43<break/>(7.47%)</td>
<td valign="middle" align="center">66<break/>(7.36%)</td>
</tr>
<tr>
<td valign="middle" align="left">41,000-50,000</td>
<td valign="middle" align="center">106<break/>(7.20%)</td>
<td valign="middle" align="center">26<break/>(4.52%)</td>
<td valign="middle" align="center">80<break/>(8.92%)</td>
</tr>
<tr>
<td valign="middle" align="left">Above 51,000</td>
<td valign="middle" align="center">280<break/>(19.03%)</td>
<td valign="middle" align="center">104<break/>(18.08%)</td>
<td valign="middle" align="center">176<break/>(19.64%)</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>After analyzing the demographic features, the prevalence of different conditions among the surveyed students was observed using various questionnaires. Depression levels were assessed using the PHQ questionnaire. It was revealed that minimal depression was observed in 22.84% of the total sample (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>). In contrast, moderately severe depression was identified in 18.83% of the sample. Notably, there was a higher prevalence of moderately severe depression among females (21.54%) compared to males (14.61%). Furthermore, it was observed that severe depression was present in 12.5% (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>) of the total sample, with a slightly elevated prevalence among females (13.39%) compared to males (11.13%) (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>The presented pie charts illustrate the frequency distribution of mental health conditions among the surveyed population. <bold>(A)</bold> The pie charts display the prevalence of depression across the overall, male, and female participants, showing varying proportions across different severity levels. <bold>(B)</bold> The pie charts highlight the distribution of anxiety levels in the total population, as well as by gender. <bold>(C)</bold> The pie charts depict the prevalence of perceived stress among the overall, male, and female groups, revealing distinct trends in stress severity.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyt-16-1633452-g003.tif">
<alt-text content-type="machine-generated">Three sets of pie charts depicting levels of depression, anxiety, and stress. (A) Depression: Various levels from minimal to moderately severe, with differences across genders. (B) Anxiety: Levels range from minimal to severe, highlighting distinctions between genders. (C) Stress: Displays low to high levels, showing variations for male and female genders. Each pie chart section is color-coded, and percentages indicate the distribution of each category.</alt-text>
</graphic>
</fig>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Prevalence of depression, anxiety, and stress among student of colleges in Kashmir students.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="left">Condition variable</th>
<th valign="middle" rowspan="2" align="left">Sub-grouping</th>
<th valign="middle" colspan="2" align="left">Total</th>
<th valign="middle" colspan="2" align="left">Male</th>
<th valign="middle" colspan="2" align="left">Female</th>
</tr>
<tr>
<th valign="middle" align="center">n=1471</th>
<th valign="middle" align="center">Prevalence [CI]</th>
<th valign="middle" align="center">n=575</th>
<th valign="middle" align="center">Prevalence [CI]</th>
<th valign="middle" align="center">n=896</th>
<th valign="middle" align="center">Prevalence [CI]</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" rowspan="5" align="left">Depression (PHQ)</td>
<td valign="middle" align="left">1-4 (Minimal depression)</td>
<td valign="middle" align="center">336</td>
<td valign="middle" align="center">22.84 [20.70-24.70]</td>
<td valign="middle" align="center">174</td>
<td valign="middle" align="center">30.26 [26.51-34.02]</td>
<td valign="middle" align="center">162</td>
<td valign="middle" align="center">18.08 [15.56-20.60]</td>
</tr>
<tr>
<td valign="middle" align="left">5-9 (Mild depression)</td>
<td valign="middle" align="center">356</td>
<td valign="middle" align="center">24.2 [22.01-26.39]</td>
<td valign="middle" align="center">146</td>
<td valign="middle" align="center">25.39 [21.83-28.95]</td>
<td valign="middle" align="center">210</td>
<td valign="middle" align="center">23.43 [20.66-26.21]</td>
</tr>
<tr>
<td valign="middle" align="left">10-14 (Moderate depression)</td>
<td valign="middle" align="center">318</td>
<td valign="middle" align="center">21.61 [19.51-23.72]</td>
<td valign="middle" align="center">107</td>
<td valign="middle" align="center">18.60 [15.43-23.79]</td>
<td valign="middle" align="center">211</td>
<td valign="middle" align="center">23.54 [20.77-26.33]</td>
</tr>
<tr>
<td valign="middle" align="left">15-19 (Moderately severe depression)</td>
<td valign="middle" align="center">277</td>
<td valign="middle" align="center">18.83 [16.83-20.83]</td>
<td valign="middle" align="center">84</td>
<td valign="middle" align="center">14.61 [11.72-17.50]</td>
<td valign="middle" align="center">193</td>
<td valign="middle" align="center">21.54 [18.85-24.23]</td>
</tr>
<tr>
<td valign="middle" align="left">20-27 (Severe depression)</td>
<td valign="middle" align="center">184</td>
<td valign="middle" align="center">12.5 [10.82-14.20]</td>
<td valign="middle" align="center">64</td>
<td valign="middle" align="center">11.13 [8.56-13.70]</td>
<td valign="middle" align="center">120</td>
<td valign="middle" align="center">13.39 [11.16-15.62]</td>
</tr>
<tr>
<td valign="middle" rowspan="4" align="left">GAD-7 anxiety severity</td>
<td valign="middle" align="left">0&#x2013;4 (Minimal Anxiety)</td>
<td valign="middle" align="center">434</td>
<td valign="middle" align="center">29.5 [27.17-31.83]</td>
<td valign="middle" align="center">237</td>
<td valign="middle" align="center">41.21 [37.19-45.24]</td>
<td valign="middle" align="center">197</td>
<td valign="middle" align="center">21.98 [19.27-24.70]</td>
</tr>
<tr>
<td valign="middle" align="left">5&#x2013;9 (Mild Anxiety)</td>
<td valign="middle" align="center">376</td>
<td valign="middle" align="center">25.56 [23.33-27.79]</td>
<td valign="middle" align="center">138</td>
<td valign="middle" align="center">24 [20.51-27.49]</td>
<td valign="middle" align="center">238</td>
<td valign="middle" align="center">26.56 [23.67-29.45]</td>
</tr>
<tr>
<td valign="middle" align="left">10&#x2013;14 (Moderate Anxiety)</td>
<td valign="middle" align="center">304</td>
<td valign="middle" align="center">20.66 [18.60-22.74]</td>
<td valign="middle" align="center">92</td>
<td valign="middle" align="center">16 [13.00-19.00]</td>
<td valign="middle" align="center">212</td>
<td valign="middle" align="center">23.66 [20.88-26.44]</td>
</tr>
<tr>
<td valign="middle" align="left">15&#x2013;21(Severe Anxiety)</td>
<td valign="middle" align="center">357</td>
<td valign="middle" align="center">24.26 [22.08-26.46]</td>
<td valign="middle" align="center">108</td>
<td valign="middle" align="center">18.78 [15.59-21.98]</td>
<td valign="middle" align="center">249</td>
<td valign="middle" align="center">27.79 [24.86-30.72]</td>
</tr>
<tr>
<td valign="middle" rowspan="3" align="left">Perceived Stress Scale</td>
<td valign="middle" align="left">0-13 (Low Stress)</td>
<td valign="middle" align="center">201</td>
<td valign="middle" align="center">13.66 [11.91-15.42]</td>
<td valign="middle" align="center">101</td>
<td valign="middle" align="center">17.56 [14.45-20.68]</td>
<td valign="middle" align="center">100</td>
<td valign="middle" align="center">11.16 [9.10-13.22]</td>
</tr>
<tr>
<td valign="middle" align="left">14-26 (Moderate Stress)</td>
<td valign="middle" align="center">988</td>
<td valign="middle" align="center">67.16 [64.77-69.57]</td>
<td valign="middle" align="center">393</td>
<td valign="middle" align="center">68.34 [64.55-72.15]</td>
<td valign="middle" align="center">595</td>
<td valign="middle" align="center">66.41 [63.31-69.50]</td>
</tr>
<tr>
<td valign="middle" align="left">27-40 (High Perceived Stress)</td>
<td valign="middle" align="center">282</td>
<td valign="middle" align="center">19.17 [17.16-21.18]</td>
<td valign="middle" align="center">81</td>
<td valign="middle" align="center">14.08 [11.24-16.93]</td>
<td valign="middle" align="center">201</td>
<td valign="middle" align="center">22.43 [19.70-25.16]</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Regarding the anxiety disorder, insights into varying anxiety levels among surveyed students were provided by the GAD-7 questionnaire. Minimal anxiety was reported by 29.56% (n=434) of the students. Moderate anxiety was noted in 20.66% (n=304), with a higher prevalence among females (23.66%) compared to males (16.00%) (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>). Severe anxiety was experienced by 24.26% (n=357) of students, with a slightly higher prevalence among females (27.79%) compared to males (18.78%) (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>).</p>
<p>The analysis of the stress among surveyed students using the Perceived Stress Scale unveiled varying stress levels. Among the participants, 201 students (13.66%) reported low stress (0-13), with 101 males (17.56%) and 100 females (11.16%) falling within this category (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3C</bold>
</xref>). A majority of students, comprising 988 individuals (67.16%), experienced moderate stress (14-26), including 393 males (68.34%) and 595 females (66.40%). Additionally, 282 students (19.17%) reported high perceived stress (27-40), with 81 males (14.08%) and 201 females (22.43%) experiencing this level of stress (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>).</p>
<p>The analysis of variables linked to mental health outcomes highlighted significant associations (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). Gender showed notable relevance with anxiety (OR = 1.68, p = 0.0001) and stress (OR = 1.65, p = 0.0007) (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). Additionally, correlation analysis unveiled positive relationships between depression and stress score (r = 0.6322), anxiety and stress score (r = 0.6824), and depression and anxiety (r = 0.8064), indicating that higher stress levels correlate with increased depression and anxiety among the surveyed individuals (<xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>).</p>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Logistic regression analysis of factors associated with depression, anxiety, and stress among Kashmiri College students.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Out come</th>
<th valign="middle" align="left">Variable</th>
<th valign="middle" align="center">Coefficient</th>
<th valign="middle" align="center">Std. Error</th>
<th valign="middle" align="center">A OR</th>
<th valign="middle" align="center">CI</th>
<th valign="middle" align="center">P-value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" rowspan="4" align="center">Depression</td>
<td valign="middle" align="left">Dwelling Place (Ref.: Rural)</td>
<td valign="middle" align="center">-0.0026</td>
<td valign="middle" align="center">0.1656</td>
<td valign="middle" align="center">0.997</td>
<td valign="middle" align="center">0.720-1.37</td>
<td valign="middle" align="center" style="background-color:#fe4456">0.987</td>
</tr>
<tr>
<td valign="middle" align="left">Gender (Ref.: Male)</td>
<td valign="middle" align="center">0.20281</td>
<td valign="middle" align="center">0.16928</td>
<td valign="middle" align="center">1.224</td>
<td valign="middle" align="center">0.8790 to 1.7068</td>
<td valign="middle" align="center" style="background-color:#fe4456">0.2309</td>
</tr>
<tr>
<td valign="middle" align="left">Marital Status (Ref.: Unmarried)</td>
<td valign="middle" align="center">-0.49828</td>
<td valign="middle" align="center">0.35978</td>
<td valign="middle" align="center">0.6076</td>
<td valign="middle" align="center">0.3002 to 1.229</td>
<td valign="middle" align="center" style="background-color:#fe4456">0.1661</td>
</tr>
<tr>
<td valign="middle" align="left">Monthly income of guardian (Ref.:&gt;51,000)</td>
<td valign="middle" align="center">0.1621</td>
<td valign="middle" align="center">0.18710</td>
<td valign="middle" align="center">1.1761</td>
<td valign="middle" align="center">0.815 to 1.697</td>
<td valign="middle" align="center" style="background-color:#fe4456">0.3861</td>
</tr>
<tr>
<td valign="middle" rowspan="4" align="center">Anxiety</td>
<td valign="middle" align="left">Dwelling Place (Ref.: Rural)</td>
<td valign="middle" align="center">-0.11141</td>
<td valign="middle" align="center">0.12877</td>
<td valign="middle" align="center">0.8946</td>
<td valign="middle" align="center">0.6950 to 1.1514</td>
<td valign="middle" align="center" style="background-color:#fe4456">0.3869</td>
</tr>
<tr>
<td valign="middle" align="left">Gender (Ref.: Male)</td>
<td valign="middle" align="center">0.52048</td>
<td valign="middle" align="center">0.13369</td>
<td valign="middle" align="center">1.6828</td>
<td valign="middle" align="center">1.2949 to 2.1870</td>
<td valign="middle" align="center" style="background-color:#46ff33">0.0001</td>
</tr>
<tr>
<td valign="middle" align="left">Marital Status (Ref.: Unmarried)</td>
<td valign="middle" align="center">-0.41769</td>
<td valign="middle" align="center">0.26237</td>
<td valign="middle" align="center">0.6586</td>
<td valign="middle" align="center">0.3938 to 1.1014</td>
<td valign="middle" align="center" style="background-color:#ff0000">0.1114</td>
</tr>
<tr>
<td valign="middle" align="left">Monthly income of guardian (Ref.:&gt;51,000)</td>
<td valign="middle" align="center">0.076246</td>
<td valign="middle" align="center">0.14167</td>
<td valign="middle" align="center">1.0792</td>
<td valign="middle" align="center">0.8176 to 1.4246</td>
<td valign="middle" align="center" style="background-color:#ff0000">0.5905</td>
</tr>
<tr>
<td valign="middle" rowspan="4" align="center">Stress</td>
<td valign="middle" align="left">Dwelling Place (Ref.: Rural)</td>
<td valign="middle" align="center">0.21989</td>
<td valign="middle" align="center">0.13760</td>
<td valign="middle" align="center">1.2459</td>
<td valign="middle" align="center">0.9514 to 1.6316</td>
<td valign="middle" align="center" style="background-color:#ff0000">0.1100</td>
</tr>
<tr>
<td valign="middle" align="left">Gender (Ref.: Male)</td>
<td valign="middle" align="center">0.49853</td>
<td valign="middle" align="center">0.14772</td>
<td valign="middle" align="center">1.6463</td>
<td valign="middle" align="center">1.2324 to 2.199</td>
<td valign="middle" align="center" style="background-color:#46ff33">0.0007</td>
</tr>
<tr>
<td valign="middle" align="left">Marital Status (Ref.: Unmarried)</td>
<td valign="middle" align="center">-0.32875</td>
<td valign="middle" align="center">0.27624</td>
<td valign="middle" align="center">0.7198</td>
<td valign="middle" align="center">0.4189 to 1.2370</td>
<td valign="middle" align="center" style="background-color:#ff0000">0.2340</td>
</tr>
<tr>
<td valign="middle" align="left">Monthly income of guardian (Ref.:&gt;51,000)</td>
<td valign="middle" align="center">-0.18825</td>
<td valign="middle" align="center">0.14859</td>
<td valign="middle" align="center">0.8284</td>
<td valign="middle" align="center">0.6191 to 1.1085</td>
<td valign="middle" align="center" style="background-color:#ff0000">0.2052</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>AOR, Adjusted Odds Ratio; CI, Confidence Interval; Std. Error, Standard Error.</p>
</fn>
<fn>
<p>Legends:</p>
</fn>
<fn>
<p>
<inline-graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyt-16-1633452-i001.tif"/>Non-Significant P-value<inline-graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyt-16-1633452-i002.tif"/>Significant P-value</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>The forest plot shows the association between demographic factors and the risk of depression, anxiety, and stress. Each square represents the Adjusted Odds Ratio (AOR) with confidence intervals for factors such as dwelling place, gender, marital status, and guardian&#x2019;s income. The dotted line (AOR = 1) indicates no effect.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyt-16-1633452-g004.tif">
<alt-text content-type="machine-generated">Forest plot showing the adjusted odds ratios (AOR) for depression, anxiety, and stress based on factors like dwelling, gender, marital status, and income. Colored squares represent effect size with blue lines indicating confidence intervals, centered around the dotted reference line at AOR = 1.</alt-text>
</graphic>
</fig>
<table-wrap id="T4" position="float">
<label>Table&#xa0;4</label>
<caption>
<p>Correlation analysis results between depression, anxiety, and stress score.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">S. No</th>
<th valign="middle" align="left">Category</th>
<th valign="middle" align="left">Type</th>
<th valign="middle" align="center">Correlation coefficient r</th>
<th valign="middle" align="center">95% CI</th>
<th valign="middle" align="center">P-value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" rowspan="2" align="left">1</td>
<td valign="middle" align="left">Dependent (Y)</td>
<td valign="middle" align="left">Depression</td>
<td valign="middle" rowspan="2" align="center">0.6322</td>
<td valign="middle" rowspan="2" align="center">0.6005-0.6620</td>
<td valign="middle" rowspan="2" align="center" style="background-color:#46ff33">&lt;0.0001</td>
</tr>
<tr>
<td valign="middle" align="left">Independent (X)</td>
<td valign="middle" align="left">Stress Score</td>
</tr>
<tr>
<td valign="middle" rowspan="2" align="left">2</td>
<td valign="middle" align="left">Dependent (Y)</td>
<td valign="middle" align="left">Anxiety</td>
<td valign="middle" rowspan="2" align="center">0.6824</td>
<td valign="middle" rowspan="2" align="center">0.6541-0.7088</td>
<td valign="middle" rowspan="2" align="center" style="background-color:#46ff33">&lt;0.0001</td>
</tr>
<tr>
<td valign="middle" align="left">Independent (X)</td>
<td valign="middle" align="left">Stress Score</td>
</tr>
<tr>
<td valign="middle" rowspan="2" align="left">3</td>
<td valign="middle" align="left">Dependent (Y)</td>
<td valign="middle" align="left">Depression</td>
<td valign="middle" rowspan="2" align="center">0.8064</td>
<td valign="middle" rowspan="2" align="center">0.7878-0.8236</td>
<td valign="middle" rowspan="2" align="center" style="background-color:#46ff33">&lt;0.0001</td>
</tr>
<tr>
<td valign="middle" align="left">Independent (X)</td>
<td valign="middle" align="left">Anxiety</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Legends:</p>
</fn>
<fn>
<p>
<inline-graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyt-16-1633452-i001.tif"/>Non-Significant P-value<inline-graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyt-16-1633452-i002.tif"/>Significant P-value</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>College life represents a pivotal stage in an individual&#x2019;s academic and personal development. It serves as a bridge between foundational education and professional or higher academic pursuits, promoting not only knowledge acquisition and skill enhancement but also self-awareness and identity formation. However, this transitional period is often accompanied by considerable psychological stress, which can manifest as mental health concerns, including depression, anxiety, and somatic symptoms such as headaches. Among these, anxiety has been identified as particularly prevalent among college students globally (<xref ref-type="bibr" rid="B9">9</xref>). In the context of Kashmir, although mental health issues have been investigated within the general population, there is a noticeable gap in research focusing specifically on college students (<xref ref-type="bibr" rid="B4">4</xref>&#x2013;<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B10">10</xref>&#x2013;<xref ref-type="bibr" rid="B12">12</xref>). Addressing this gap, the present study seeks to assess the prevalence of depression, anxiety, and perceived stress among college students in the region, contributing novel insights to an underexplored area of public mental health research.</p>
<p>After utilizing the cross-sectional study method, the study utilized the PHQ questionnaire to assess depression levels among college students, revealing that 18.81% (Male Vs Female: 14.61% Vs 21.53%) experienced moderately severe depression (scores 15-19) and 12.5% of students reported severe depression (scores 20-27) (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). However, the present study found that 12.5% of students reported severe depression, which is somewhat similar to findings from studies conducted in various regions of India and foreign countries (<xref ref-type="bibr" rid="B13">13</xref>&#x2013;<xref ref-type="bibr" rid="B20">20</xref>). For instance, in District Amritsar, 13.1% of students reported severe depression (<xref ref-type="bibr" rid="B21">21</xref>), while in West Bengal, 6.25% of students experienced severe depression (<xref ref-type="bibr" rid="B22">22</xref>). Conversely, some studies have reported contradictory results. For example, in Puducherry, only 0.7% of students were classified as having severe depression, and another 0.7% as having very severe depression (<xref ref-type="bibr" rid="B23">23</xref>).</p>
<p>In addition, the present study also revealed that severe depression was slightly more common among female students, with 13.39% affected, compared to 11.13% of male students which was consistent with research indicating higher levels of depression among females compared to males (<xref ref-type="bibr" rid="B24">24</xref>&#x2013;<xref ref-type="bibr" rid="B34">34</xref>). Females are more susceptible to mental disorders and report more mental health difficulties than their male counterparts which may be due to certain factors such as academic stress, social pressures, less or no social support, body image, academic performance/stress, peer pressure, professional pressure, financial stress in home, and excessive parental expectations (<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B35">35</xref>). On the other hand, the findings are in contradiction with different studies (<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B37">37</xref>), which found that there is no significant difference between genders. Additionally, some evidence showed that a higher percentage of male students suffered varying degrees of depression than females (<xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B38">38</xref>&#x2013;<xref ref-type="bibr" rid="B42">42</xref>). There is a possibility that the gender differences that were found might be attributed to the cultural background of the pupils as well as the socialization process that both genders go through (<xref ref-type="bibr" rid="B41">41</xref>).</p>
<p>Anxiety levels, assessed using the GAD-7 questionnaire, indicated that 24.26% of participants reported severe anxiety, with a higher prevalence among females (27.79%) compared to males (18.78%) (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). These findings align with several previous studies that have reported elevated anxiety levels among female students (<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B43">43</xref>&#x2013;<xref ref-type="bibr" rid="B46">46</xref>). However, they also contrast with other studies that found higher anxiety levels in males (<xref ref-type="bibr" rid="B47">47</xref>) or reported no significant gender differences (<xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B48">48</xref>).</p>
<p>Analysis of perceived stress levels showed that 19.17% of students reported high stress, with a higher prevalence observed among females (22.43%) compared to males (14.08%) (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). The findings are in line with the research (<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B49">49</xref>&#x2013;<xref ref-type="bibr" rid="B51">51</xref>) but in contrast to others (<xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B52">52</xref>&#x2013;<xref ref-type="bibr" rid="B54">54</xref>). Gender was found to be significantly associated with anxiety (OR = 1.68, p = 0.0001) and stress (OR =1.65, p = 0.0007), highlighting differing susceptibilities between males and females (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). Furthermore, the study identified positive correlations between depression and stress (r = 0.6322), anxiety and stress (r = 0.6824), and depression and anxiety (r = 0.8064). These correlations suggest that higher stress levels were associated with increased levels of depression and anxiety among the surveyed college students (<xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>). The results were found to be consistent with previous studies (<xref ref-type="bibr" rid="B55">55</xref>&#x2013;<xref ref-type="bibr" rid="B57">57</xref>); however, several studies present alternative views on the relationship between gender, stress, anxiety, and depression among college students (<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B58">58</xref>).</p>
<p>One might wonder why college students, in particular, experience such high levels of stress. Kashmir has long been a region marked by political instability, prolonged conflict, and socioeconomic uncertainty, factors that have significantly impacted the psychological well-being of its population. Over the past two decades, there has been a notable rise in psychiatric morbidity, with depression emerging as a particularly widespread concern (<xref ref-type="bibr" rid="B11">11</xref>). Beyond the broader geopolitical context, several personal, academic, and social factors also contribute to student stress. These include academic overload, personal medical history, family background of chronic or mental illness, and dissatisfaction with body image or overall life satisfaction, all of which have been associated with increased risk of depression and anxiety (<xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B59">59</xref>). Poor family relationships have been specifically linked to depressive symptoms. Moreover, predictors of academic stress among adolescent girls include introverted personality traits, religious affiliation, having an illiterate father, and pursuing academic streams such as commerce (<xref ref-type="bibr" rid="B60">60</xref>). These findings underscore that student mental health is influenced by a complex interplay of individual, familial, academic, and sociocultural factors. In a conflict-affected setting like Kashmir, such stressors are likely to be intensified, making it essential to examine the mental health of college students within this unique and sensitive context.</p>
<sec id="s4_1">
<title>Strengths, limitations &amp; future implications</title>
<p>Concerning the strengths of our study, firstly, to our knowledge, this is the first study to explore the prevalence of stress, anxiety, and depression among students in the Kashmiri population. Secondly, we collected data from a large number of students to accurately determine the prevalence of these conditions. Thirdly, we utilized validated and reliable measurement tools to ensure the accuracy and consistency of our findings.</p>
<p>This study has a few limitations that should be considered. First, we did not analyze differences across academic streams or semesters, which may influence outcomes. Secondly, although standardized tools (PHQ-9, GAD-7, and PSS) were used, reliance on self-reported data may introduce response bias. The sampling approach, combining random college selection with convenience sampling of students, may involve some selection bias, though efforts were made to ensure diversity. Since the study was cross-sectional, it cannot show cause-and-effect relationships. Additionally, online data collection may have introduced minor access or attention biases, and real-time support for distressed participants was not feasible due to anonymity. Finally, no correction for multiple comparisons (e.g., Bonferroni) was applied, which may increase the risk of Type I error.</p>
<p>Despite these limitations, our findings offer valuable insights into the mental health status of college students in Kashmir and highlight directions for future research. Further studies are needed to explore these associations more deeply to determine whether true relationships exist or were missed due to study design. This study emphasizes the urgent need for targeted interventions addressing depression, anxiety, and stress among college students. Implementing comprehensive mental health programs within educational institutions could help reduce these conditions and enhance student well-being. In addition, longitudinal studies are recommended to monitor mental health trends over time, while qualitative research could provide a deeper understanding of students&#x2019; lived experiences and coping strategies. Future research should also assess the real-world effectiveness of such interventions and explore additional factors contributing to mental health disparities in this population.</p>
</sec>
</sec>
<sec id="s5" sec-type="conclusions">
<title>Conclusion</title>
<p>This study highlights the significant mental health challenges faced by college students in Kashmir, with high prevalence rates of depression, anxiety, and stress. The findings underscore the urgent need for targeted interventions within educational institutions to support student well-being. A concrete recommendation is the implementation of on-campus mental health programs, including regular counseling services, stress management workshops, and peer support initiatives. These efforts should be integrated into the academic curriculum to reduce stigma and promote emotional well-being among students.</p>
</sec>
</body>
<back>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s7" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The studies involving humans were approved by Institutional Ethical Board, Sri Pratap College. The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study.</p>
</sec>
<sec id="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>AS: Conceptualization, Investigation, Methodology, Visualization, Writing &#x2013; original draft. SR: Methodology, Writing &#x2013; original draft. TM: Methodology, Writing &#x2013; original draft. BS:Methodology, Writing &#x2013; original draft. SeS: Methodology, Visualization, Writing &#x2013; review &amp; editing. AP: Formal analysis, Methodology, Visualization, Writing &#x2013; review &amp; editing. SrS: Formal analysis, Methodology, Writing &#x2013; review &amp; editing. MB:Investigation, Validation, Visualization, Writing &#x2013; review &amp; editing. SM: Conceptualization, Data curation, Software, Supervision, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing.</p>
</sec>
<sec id="s9" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that no financial support was received for the research, and/or publication of this article.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>The authors extend their sincere gratitude to all participants for their invaluable contribution of data, which was essential for the successful completion of this study.</p>
</ack>
<sec id="s10" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s11" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec id="s12" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s13" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fpsyt.2025.1633452/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpsyt.2025.1633452/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
</sec>
<fn-group>
<title>Abbreviations</title>
<fn fn-type="abbr" id="abbrev1">
<p>MDD, Major Depressive Disorder; DSM-5, Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition; PHQ-9, Patient Health Questionnaire-9; GAD-7, Generalized Anxiety Disorder Assessment-7; IEC, Institutional Ethical Committee; SD, Standard Deviation; OR, Odds Ratio; CI, Confidence Interval; MLR, Multiple Logistic Regression; AOR, Adjusted Odds Ratio.</p>
</fn>
</fn-group>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pushap</surname> <given-names>AC</given-names>
</name>
<name>
<surname>Sudershan</surname> <given-names>A</given-names>
</name>
<name>
<surname>Sudershan</surname> <given-names>S</given-names>
</name>
<name>
<surname>Sharma</surname> <given-names>A</given-names>
</name>
<name>
<surname>Younis</surname> <given-names>M</given-names>
</name>
<name>
<surname>Bhagat</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>Stress among college students is linked to headache, PCOS, hypertension, and depression: A cross-sectional study</article-title>. <source>Psychol Behav Sci Int J</source>. (<year>2022</year>) <volume>20</volume>:<page-range>556031</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.19080/PBSIJ.2022.20.556031</pub-id>
</citation></ref>
<ref id="B2">
<label>2</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pedrelli</surname> <given-names>P</given-names>
</name>
<name>
<surname>Nyer</surname> <given-names>M</given-names>
</name>
<name>
<surname>Yeung</surname> <given-names>A</given-names>
</name>
<name>
<surname>Zulauf</surname> <given-names>C</given-names>
</name>
<name>
<surname>Wilens</surname> <given-names>T</given-names>
</name>
</person-group>. <article-title>College students: mental health problems and treatment considerations</article-title>. <source>Acad psychiatry: J Am Assoc Directors Psychiatr Residency Training Assoc Acad Psychiatry</source>. (<year>2015</year>) <volume>39</volume>:<page-range>503&#x2013;11</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s40596-014-0205-9</pub-id>, PMID: <pub-id pub-id-type="pmid">25142250</pub-id></citation></ref>
<ref id="B3">
<label>3</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Barbayannis</surname> <given-names>G</given-names>
</name>
<name>
<surname>Bandari</surname> <given-names>M</given-names>
</name>
<name>
<surname>Zheng</surname> <given-names>X</given-names>
</name>
<name>
<surname>Baquerizo</surname> <given-names>H</given-names>
</name>
<name>
<surname>Pecor</surname> <given-names>KW</given-names>
</name>
<name>
<surname>Ming</surname> <given-names>X</given-names>
</name>
</person-group>. <article-title>Academic stress and mental well-being in college students: correlations, affected groups, and COVID-19</article-title>. <source>Front Psychol</source>. (<year>2022</year>) <volume>13</volume>:<elocation-id>886344</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fpsyg.2022.886344</pub-id>, PMID: <pub-id pub-id-type="pmid">35677139</pub-id></citation></ref>
<ref id="B4">
<label>4</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Housen</surname> <given-names>T</given-names>
</name>
<name>
<surname>Lenglet</surname> <given-names>A</given-names>
</name>
<name>
<surname>Ariti</surname> <given-names>C</given-names>
</name>
<name>
<surname>Shah</surname> <given-names>S</given-names>
</name>
<name>
<surname>Shah</surname> <given-names>H</given-names>
</name>
<name>
<surname>Ara</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>Prevalence of anxiety, depression and post-traumatic stress disorder in the Kashmir Valley</article-title>. <source>BMJ Global Health</source>. (<year>2017</year>) <volume>2</volume>:<elocation-id>e000419</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1136/bmjgh-2017-000419</pub-id>, PMID: <pub-id pub-id-type="pmid">29082026</pub-id></citation></ref>
<ref id="B5">
<label>5</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shoib</surname> <given-names>S</given-names>
</name>
<name>
<surname>Islam</surname> <given-names>SMS</given-names>
</name>
<name>
<surname>Arafat</surname> <given-names>SY</given-names>
</name>
<name>
<surname>Hakak</surname> <given-names>SA</given-names>
</name>
</person-group>. <article-title>Depression and suicidal ideation among the geriatric population of Kashmir, India</article-title>. <source>Int J Soc Psychiatry</source>. (<year>2021</year>) <volume>67</volume>:<page-range>651&#x2013;5</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1177/0020764020968592</pub-id>, PMID: <pub-id pub-id-type="pmid">33100095</pub-id></citation></ref>
<ref id="B6">
<label>6</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bashir</surname> <given-names>A</given-names>
</name>
<name>
<surname>Khurshid</surname> <given-names>S</given-names>
</name>
<name>
<surname>Altaf</surname> <given-names>M</given-names>
</name>
<name>
<surname>Bhatia</surname> <given-names>T</given-names>
</name>
<name>
<surname>Singh</surname> <given-names>R</given-names>
</name>
<name>
<surname>Shoib</surname> <given-names>S</given-names>
</name>
</person-group>. <article-title>Assessment of anxiety and depression among adult population of kashmir, India: A cross-sectional study</article-title>. <source>J Clin Diagn research: JCDR</source>. (<year>2022</year>) <volume>16</volume>:<page-range>25&#x2013;9</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.7860/jcdr/2022/53746.16649</pub-id>, PMID: <pub-id pub-id-type="pmid">36926295</pub-id></citation></ref>
<ref id="B7">
<label>7</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Levis</surname> <given-names>B</given-names>
</name>
<name>
<surname>Benedetti</surname> <given-names>A</given-names>
</name>
<name>
<surname>Thombs</surname> <given-names>BD</given-names>
</name>
<collab>DEPRESsion Screening Data (DEPRESSD) Collaboration</collab>
</person-group>. <article-title>Accuracy of Patient Health Questionnaire-9 (PHQ-9) for screening to detect major depression: individual participant data meta-analysis</article-title>. <source>BMJ (Clinical Res ed.)</source>. (<year>2019</year>) <volume>365</volume>:<elocation-id>l1476</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1136/bmj.l1476</pub-id>, PMID: <pub-id pub-id-type="pmid">30967483</pub-id></citation></ref>
<ref id="B8">
<label>8</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Spitzer</surname> <given-names>RL</given-names>
</name>
<name>
<surname>Kroenke</surname> <given-names>K</given-names>
</name>
<name>
<surname>Williams</surname> <given-names>JB</given-names>
</name>
<name>
<surname>L&#xf6;we</surname> <given-names>B</given-names>
</name>
</person-group>. <article-title>A brief measure for assessing generalized anxiety disorder: the GAD-7</article-title>. <source>Arch Internal Med</source>. (<year>2006</year>) <volume>166</volume>:<page-range>1092&#x2013;7</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1001/archinte.166.10.1092</pub-id>, PMID: <pub-id pub-id-type="pmid">16717171</pub-id></citation></ref>
<ref id="B9">
<label>9</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dalky</surname> <given-names>HF</given-names>
</name>
<name>
<surname>Gharaibeh</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>Depression, anxiety, and stress among college students in Jordan and their need for mental health services. In</article-title>. <source>Nurs Forum</source>. (<year>2019</year>) <volume>54</volume>:<page-range>205&#x2013;12</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/nuf.12316</pub-id>, PMID: <pub-id pub-id-type="pmid">30554406</pub-id></citation></ref>
<ref id="B10">
<label>10</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Qounsar</surname> <given-names>T</given-names>
</name>
<name>
<surname>Parveen</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>Prevalence of anxiety among adolescents in Kashmir Division</article-title>. <source>Int J Creative Res Thoughts (IJCRT)</source>. (<year>2001</year>) <volume>6</volume>:<page-range>32&#x2013;8</page-range>.</citation></ref>
<ref id="B11">
<label>11</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Amin</surname> <given-names>S</given-names>
</name>
<name>
<surname>Khan</surname> <given-names>AW</given-names>
</name>
</person-group>. <article-title>Life in conflict: characteristics of depression in kashmir</article-title>. <source>Int J Health Sci</source>. (<year>2009</year>) <volume>3</volume>:<page-range>213&#x2013;23</page-range>., PMID: <pub-id pub-id-type="pmid">21475540</pub-id></citation></ref>
<ref id="B12">
<label>12</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sideeq</surname> <given-names>K</given-names>
</name>
<name>
<surname>Ayub</surname> <given-names>T</given-names>
</name>
<name>
<surname>Nazir</surname> <given-names>U</given-names>
</name>
</person-group>. <article-title>Prevalence of generalized anxiety disorder among the patients attending a peripheral health center in Kashmir Valley</article-title>. <source>Age</source>. (<year>2017</year>) <volume>20</volume>:<fpage>21</fpage>&#x2013;<lpage>30</lpage>.</citation></ref>
<ref id="B13">
<label>13</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Deb</surname> <given-names>S</given-names>
</name>
<name>
<surname>Banu</surname> <given-names>PR</given-names>
</name>
<name>
<surname>Thomas</surname> <given-names>S</given-names>
</name>
<name>
<surname>Vardhan</surname> <given-names>RV</given-names>
</name>
<name>
<surname>Rao</surname> <given-names>PT</given-names>
</name>
<name>
<surname>Khawaja</surname> <given-names>N</given-names>
</name>
</person-group>. <article-title>Depression among Indian university students and its association with perceived university academic environment, living arrangements and personal issues</article-title>. <source>Asian J Psychiatry</source>. (<year>2016</year>) <volume>23</volume>:<page-range>108&#x2013;17</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.ajp.2016.07.010</pub-id>, PMID: <pub-id pub-id-type="pmid">27969066</pub-id></citation></ref>
<ref id="B14">
<label>14</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shah</surname> <given-names>TD</given-names>
</name>
<name>
<surname>Pol</surname> <given-names>T</given-names>
</name>
</person-group>. <article-title>Prevalence of depression and anxiety in college students</article-title>. <source>J Ment Health Hum Behav</source>. (<year>2020</year>) <volume>25</volume>:<page-range>10&#x2013;3</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.4103/jmhhb.jmhhb_16_20</pub-id>
</citation></ref>
<ref id="B15">
<label>15</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Honnekeri</surname> <given-names>BS</given-names>
</name>
<name>
<surname>Goel</surname> <given-names>A</given-names>
</name>
<name>
<surname>Umate</surname> <given-names>M</given-names>
</name>
<name>
<surname>Shah</surname> <given-names>N</given-names>
</name>
<name>
<surname>De Sousa</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>Social anxiety and Internet socialization in Indian undergraduate students: An exploratory study</article-title>. <source>Asian J Psychiatry</source>. (<year>2017</year>) <volume>27</volume>:<page-range>115&#x2013;20</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.ajp.2017.02.021</pub-id>, PMID: <pub-id pub-id-type="pmid">28558881</pub-id></citation></ref>
<ref id="B16">
<label>16</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Taneja</surname> <given-names>N</given-names>
</name>
<name>
<surname>Sachdeva</surname> <given-names>S</given-names>
</name>
<name>
<surname>Dwivedi</surname> <given-names>N</given-names>
</name>
</person-group>. <article-title>Assessment of depression, anxiety, and stress among medical students enrolled in a medical college of New Delhi, India</article-title>. <source>Indian J Soc Psychiatry</source>. (<year>2018</year>) <volume>34</volume>:<page-range>157&#x2013;62</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.4103/ijsp.ijsp_114_17</pub-id>
</citation></ref>
<ref id="B17">
<label>17</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Amaro</surname> <given-names>P</given-names>
</name>
<name>
<surname>Fonseca</surname> <given-names>C</given-names>
</name>
<name>
<surname>Afonso</surname> <given-names>A</given-names>
</name>
<name>
<surname>Jacinto</surname> <given-names>G</given-names>
</name>
<name>
<surname>Gomes</surname> <given-names>L</given-names>
</name>
<name>
<surname>Pereira</surname> <given-names>H</given-names>
</name>
<etal/>
</person-group>. <article-title>Depression and anxiety of Portuguese university students: A cross-sectional study about prevalence and associated factors</article-title>. <source>Depression Anxiety</source>. (<year>2024</year>) <volume>2024</volume>:<fpage>5528350</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1155/2024/5528350</pub-id>, PMID: <pub-id pub-id-type="pmid">40226682</pub-id></citation></ref>
<ref id="B18">
<label>18</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yan</surname> <given-names>LH</given-names>
</name>
<name>
<surname>Xie</surname> <given-names>MY</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>Q</given-names>
</name>
</person-group>. <article-title>A mixed-methods study to evaluate depression and anxiety among undergraduate nursing students</article-title>. <source>J Psychiatr Ment Health Nurs</source>. (<year>2025</year>) <volume>32</volume>:<page-range>364&#x2013;70</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/jpm.13117</pub-id>, PMID: <pub-id pub-id-type="pmid">39324508</pub-id></citation></ref>
<ref id="B19">
<label>19</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Beshr</surname> <given-names>MS</given-names>
</name>
<name>
<surname>Beshr</surname> <given-names>IA</given-names>
</name>
<name>
<surname>Al-Qubati</surname> <given-names>H</given-names>
</name>
</person-group>. <article-title>The prevalence of depression and anxiety among medical students in Yemen: a cross-sectional study</article-title>. <source>J Affect Disord</source>. (<year>2024</year>) <volume>352</volume>:<page-range>366&#x2013;70</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jad.2024.02.080</pub-id>, PMID: <pub-id pub-id-type="pmid">38401805</pub-id></citation></ref>
<ref id="B20">
<label>20</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mahdavinoor</surname> <given-names>SMM</given-names>
</name>
<name>
<surname>Moghimi</surname> <given-names>B</given-names>
</name>
<name>
<surname>Mollaei</surname> <given-names>A</given-names>
</name>
<name>
<surname>Teimouri</surname> <given-names>M</given-names>
</name>
<name>
<surname>Abedi Yarandi</surname> <given-names>MS</given-names>
</name>
<name>
<surname>Loveneh Nasab</surname> <given-names>P</given-names>
</name>
<etal/>
</person-group>. <article-title>Prevalence and factors related with depression in Iranian university students: a large sample cross-sectional study</article-title>. <source>Middle East Curr Psychiatry</source>. (<year>2025</year>) <volume>32</volume>:<fpage>24</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s43045-025-00517-x</pub-id>
</citation></ref>
<ref id="B21">
<label>21</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kaur</surname> <given-names>S</given-names>
</name>
<name>
<surname>Deepti</surname> <given-names>SS</given-names>
</name>
<name>
<surname>Lal</surname> <given-names>M</given-names>
</name>
</person-group>. <article-title>Prevalence and correlates of depression among college going students of district Amritsar, India</article-title>. <source>Int Res J Med Sci</source>. (<year>2014</year>) <volume>2</volume>:<fpage>5</fpage>&#x2013;<lpage>9</lpage>.</citation></ref>
<ref id="B22">
<label>22</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Karmakar</surname> <given-names>T</given-names>
</name>
<name>
<surname>Behera</surname> <given-names>SK</given-names>
</name>
</person-group>. <article-title>Depression among the college students: an empirical study</article-title>. <source>Educ Quest-An Int J Educ Appl Soc Sci</source>. (<year>2017</year>) <volume>8</volume>:<page-range>163&#x2013;70</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.5958/2230-7311.2017.00024.1</pub-id>
</citation></ref>
<ref id="B23">
<label>23</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kumar</surname> <given-names>SG</given-names>
</name>
<name>
<surname>Kattimani</surname> <given-names>S</given-names>
</name>
<name>
<surname>Sarkar</surname> <given-names>S</given-names>
</name>
<name>
<surname>Kar</surname> <given-names>SS</given-names>
</name>
</person-group>. <article-title>Prevalence of depression and its relation to stress level among medical students in Puducherry, India</article-title>. <source>Ind Psychiatry J</source>. (<year>2017</year>) <volume>26</volume>:<fpage>86</fpage>&#x2013;<lpage>90</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.4103/ipj.ipj_45_15</pub-id>, PMID: <pub-id pub-id-type="pmid">29456328</pub-id></citation></ref>
<ref id="B24">
<label>24</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Eisenberg</surname> <given-names>D</given-names>
</name>
<name>
<surname>Gollust</surname> <given-names>SE</given-names>
</name>
<name>
<surname>Golberstein</surname> <given-names>E</given-names>
</name>
<name>
<surname>Hefner</surname> <given-names>JL</given-names>
</name>
</person-group>. <article-title>Prevalence and correlates of depression, anxiety, and suicidality among university students</article-title>. <source>Am J orthopsychiatry</source>. (<year>2007</year>) <volume>77</volume>:<page-range>534&#x2013;42</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1037/0002-9432.77.4.534</pub-id>, PMID: <pub-id pub-id-type="pmid">18194033</pub-id></citation></ref>
<ref id="B25">
<label>25</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gonz&#xe1;lez</surname> <given-names>HM</given-names>
</name>
<name>
<surname>Tarraf</surname> <given-names>W</given-names>
</name>
<name>
<surname>Whitfield</surname> <given-names>KE</given-names>
</name>
<name>
<surname>Vega</surname> <given-names>WA</given-names>
</name>
</person-group>. <article-title>The epidemiology of major depression and ethnicity in the United States</article-title>. <source>J Psychiatr Res</source>. (<year>2010</year>) <volume>44</volume>:<page-range>1043&#x2013;51</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jpsychires.2010.03.017</pub-id>, PMID: <pub-id pub-id-type="pmid">20537350</pub-id></citation></ref>
<ref id="B26">
<label>26</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sharma</surname> <given-names>P</given-names>
</name>
<name>
<surname>Kirmani</surname> <given-names>MN</given-names>
</name>
</person-group>. <article-title>Exploring depression &amp; anxiety among college going students</article-title>. <source>. Int J Sci Res</source>. (<year>2015</year>) <volume>4</volume>:<page-range>528&#x2013;32</page-range>.</citation></ref>
<ref id="B27">
<label>27</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yadav</surname> <given-names>R</given-names>
</name>
<name>
<surname>Gupta</surname> <given-names>S</given-names>
</name>
<name>
<surname>Malhotra</surname> <given-names>AK</given-names>
</name>
</person-group>. <article-title>A cross sectional study on depression, anxiety and their associated factors among medical students in Jhansi, Uttar Pradesh, India</article-title>. <source>Int J Community Med Public Health</source>. (<year>2016</year>) <volume>3</volume>:<page-range>1209&#x2013;14</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.18203/2394-6040.ijcmph20161386</pub-id>
</citation></ref>
<ref id="B28">
<label>28</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kuehner</surname> <given-names>C</given-names>
</name>
</person-group>. <article-title>Why is depression more common among women than among men</article-title>? <source>Lancet Psychiatry</source>. (<year>2017</year>) <volume>4</volume>:<page-range>146&#x2013;58</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/S2215-0366(16)30263-2</pub-id>, PMID: <pub-id pub-id-type="pmid">27856392</pub-id></citation></ref>
<ref id="B29">
<label>29</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Iqbal</surname> <given-names>S</given-names>
</name>
<name>
<surname>Gupta</surname> <given-names>S</given-names>
</name>
<name>
<surname>Venkatarao</surname> <given-names>E</given-names>
</name>
</person-group>. <article-title>Stress, anxiety &amp; depression among medical undergraduate students &amp; their socio-demographic correlates</article-title>. <source>Indian J Med Res</source>. (<year>2015</year>) <volume>141</volume>:<page-range>354&#x2013;7</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.4103/0971-5916.156571</pub-id>, PMID: <pub-id pub-id-type="pmid">25963497</pub-id></citation></ref>
<ref id="B30">
<label>30</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kumar</surname> <given-names>S</given-names>
</name>
<name>
<surname>Natarajan</surname> <given-names>K</given-names>
</name>
<name>
<surname>Yogesh</surname> <given-names>B</given-names>
</name>
<name>
<surname>Chandra</surname> <given-names>R</given-names>
</name>
</person-group>. <article-title>Assessment of depression and its correlates among college students in Rishikesh Uttarakhand</article-title>. <source>Indian J Community Health</source>. (<year>2019</year>) <volume>31</volume>:<page-range>220&#x2013;5</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.47203/IJCH.2019.v31i02.011</pub-id>
</citation></ref>
<ref id="B31">
<label>31</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gavurova</surname> <given-names>B</given-names>
</name>
<name>
<surname>Ivankova</surname> <given-names>V</given-names>
</name>
<name>
<surname>Rigelsky</surname> <given-names>M</given-names>
</name>
<name>
<surname>Mudarri</surname> <given-names>T</given-names>
</name>
<name>
<surname>Miovsky</surname> <given-names>M</given-names>
</name>
</person-group>. <article-title>Somatic symptoms, anxiety, and depression among college students in the Czech Republic and Slovakia: a cross-sectional study</article-title>. <source>Front Public Health</source>. (<year>2022</year>) <volume>10</volume>:<elocation-id>859107</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fpubh.2022.859107</pub-id>, PMID: <pub-id pub-id-type="pmid">35359763</pub-id></citation></ref>
<ref id="B32">
<label>32</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dutta</surname> <given-names>G</given-names>
</name>
<name>
<surname>Rajendran</surname> <given-names>N</given-names>
</name>
<name>
<surname>Kumar</surname> <given-names>T</given-names>
</name>
<name>
<surname>Varthya</surname> <given-names>SB</given-names>
</name>
<name>
<surname>Rajendran</surname> <given-names>V</given-names>
</name>
</person-group>. <article-title>Prevalence of depression among undergraduate medical students in India: A systemic review and meta-analysis</article-title>. <source>Cureus</source>. (<year>2023</year>) <volume>15</volume>:<elocation-id>e33590</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.7759/cureus.33590</pub-id>, PMID: <pub-id pub-id-type="pmid">36779123</pub-id></citation></ref>
<ref id="B33">
<label>33</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gupta</surname> <given-names>S</given-names>
</name>
<name>
<surname>Das</surname> <given-names>S</given-names>
</name>
<name>
<surname>Das</surname> <given-names>M</given-names>
</name>
<name>
<surname>Banerjee</surname> <given-names>S</given-names>
</name>
<name>
<surname>Neogi</surname> <given-names>R</given-names>
</name>
<name>
<surname>Mukherjee</surname> <given-names>S</given-names>
</name>
</person-group>. <article-title>Prevalence and correlates of depression, anxiety, and stress among high school students in a block of Hooghly district, West Bengal: Across-sectional study</article-title>. <source>J Educ Health Promotion</source>. (<year>2023</year>) <volume>12</volume>:<fpage>345</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.4103/jehp.jehp_1769_22</pub-id>, PMID: <pub-id pub-id-type="pmid">38144014</pub-id></citation></ref>
<ref id="B34">
<label>34</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gulland</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>Women have higher rates of mental disorders than men, NHS survey finds</article-title>. <source>BMJ (Clinical Res ed.)</source>. (<year>2016</year>) <volume>354</volume>:<elocation-id>i5320</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1136/bmj.i5320</pub-id>, PMID: <pub-id pub-id-type="pmid">27686555</pub-id></citation></ref>
<ref id="B35">
<label>35</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gao</surname> <given-names>W</given-names>
</name>
<name>
<surname>Ping</surname> <given-names>S</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>X</given-names>
</name>
</person-group>. <article-title>Gender differences in depression, anxiety, and stress among college students: a longitudinal study from China</article-title>. <source>J Affect Disord</source>. (<year>2020</year>) <volume>263</volume>:<fpage>292</fpage>&#x2013;<lpage>300</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jad.2019.11.121</pub-id>, PMID: <pub-id pub-id-type="pmid">31818792</pub-id></citation></ref>
<ref id="B36">
<label>36</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sravani</surname> <given-names>A</given-names>
</name>
<name>
<surname>Doshi</surname> <given-names>D</given-names>
</name>
<name>
<surname>Kulkarni</surname> <given-names>S</given-names>
</name>
<name>
<surname>Reddy</surname> <given-names>P</given-names>
</name>
<name>
<surname>Reddy</surname> <given-names>S</given-names>
</name>
</person-group>. <article-title>Depression, anxiety, and stress among undergraduate dental students in Hyderabad City, Telangana, India: A cross-sectional study</article-title>. <source>J Indian Assoc Public Health Dentistry</source>. (<year>2018</year>) <volume>16</volume>:<page-range>26&#x2013;9</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.4103/jiaphd.jiaphd_10_17</pub-id>
</citation></ref>
<ref id="B37">
<label>37</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bagvadiya</surname> <given-names>RV</given-names>
</name>
<name>
<surname>Jansari</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>Depression among college students</article-title>. <source>Int J Indian Psychol</source>. (<year>2022</year>) <volume>10</volume>:<page-range>1150&#x2013;5</page-range>.</citation></ref>
<ref id="B38">
<label>38</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Edwards</surname> <given-names>MJ</given-names>
</name>
<name>
<surname>Holden</surname> <given-names>RR</given-names>
</name>
</person-group>. <article-title>Coping, meaning in life, and suicidal manifestations: Examining gender differences</article-title>. <source>J Clin Psychol</source>. (<year>2001</year>) <volume>57</volume>:<page-range>1517&#x2013;34</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/jclp.1114</pub-id>, PMID: <pub-id pub-id-type="pmid">11745593</pub-id></citation></ref>
<ref id="B39">
<label>39</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dahlin</surname> <given-names>M</given-names>
</name>
<name>
<surname>Joneborg</surname> <given-names>N</given-names>
</name>
<name>
<surname>Runeson</surname> <given-names>B</given-names>
</name>
</person-group>. <article-title>Stress and depression among medical students: A cross-sectional study</article-title>. <source>Med Educ</source>. (<year>2005</year>) <volume>39</volume>:<fpage>594</fpage>&#x2013;<lpage>604</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/j.1365-2929.2005.02176.x</pub-id>, PMID: <pub-id pub-id-type="pmid">15910436</pub-id></citation></ref>
<ref id="B40">
<label>40</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wong</surname> <given-names>JG</given-names>
</name>
<name>
<surname>Cheung</surname> <given-names>EP</given-names>
</name>
<name>
<surname>Chan</surname> <given-names>KK</given-names>
</name>
<name>
<surname>Ma</surname> <given-names>KK</given-names>
</name>
<name>
<surname>Wa Tang</surname> <given-names>S</given-names>
</name>
</person-group>. <article-title>Web-based survey of depression, anxiety and stress in first-year tertiary education students in Hong Kong</article-title>. <source>Aust New Z J Psychiatry</source>. (<year>2006</year>) <volume>40</volume>:<page-range>777&#x2013;82</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1080/j.1440-1614.2006.01883.x</pub-id>, PMID: <pub-id pub-id-type="pmid">16911753</pub-id></citation></ref>
<ref id="B41">
<label>41</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Al-Qaisy</surname> <given-names>LM</given-names>
</name>
</person-group>. <article-title>The relation of depression and anxiety in academic achievement among group of university students</article-title>. <source>Int J Psychol counselling</source>. (<year>2011</year>) <volume>3</volume>:<fpage>96</fpage>&#x2013;<lpage>100</lpage>.</citation></ref>
<ref id="B42">
<label>42</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Arora</surname> <given-names>R</given-names>
</name>
<name>
<surname>Kataria</surname> <given-names>L</given-names>
</name>
<name>
<surname>Shah</surname> <given-names>S</given-names>
</name>
<name>
<surname>Tanna</surname> <given-names>K</given-names>
</name>
<name>
<surname>Joshi</surname> <given-names>D</given-names>
</name>
<name>
<surname>Chhasatia</surname> <given-names>AS</given-names>
</name>
<etal/>
</person-group>. <article-title>Study of depression among Indian college youth. Journal of Evolution of Medical and Dental Sciences</article-title>. <source>3</source>. (<year>2014</year>), <page-range>416&#x2013;21</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.14260/jemds/2014/1844</pub-id>
</citation></ref>
<ref id="B43">
<label>43</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dyrbye</surname> <given-names>LN</given-names>
</name>
<name>
<surname>Thomas</surname> <given-names>MR</given-names>
</name>
<name>
<surname>Shanafelt</surname> <given-names>TD</given-names>
</name>
</person-group>. <article-title>Systematic review of depression, anxiety, and other indicators of psychological distress among US and Canadian medical students</article-title>. <source>Acad Med</source>. (<year>2006</year>) <volume>81</volume>:<page-range>354&#x2013;73</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1097/00001888-200604000-00009</pub-id>, PMID: <pub-id pub-id-type="pmid">16565188</pub-id></citation></ref>
<ref id="B44">
<label>44</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>McLean</surname> <given-names>CP</given-names>
</name>
<name>
<surname>Anderson</surname> <given-names>ER</given-names>
</name>
</person-group>. <article-title>Brave men and timid women? A review of the gender differences in fear and anxiety</article-title>. <source>Clin Psychol Rev</source>. (<year>2009</year>) <volume>29</volume>:<fpage>496</fpage>&#x2013;<lpage>505</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.cpr.2009.05.003</pub-id>, PMID: <pub-id pub-id-type="pmid">19541399</pub-id></citation></ref>
<ref id="B45">
<label>45</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Eaton</surname> <given-names>NR</given-names>
</name>
<name>
<surname>Keyes</surname> <given-names>KM</given-names>
</name>
<name>
<surname>Krueger</surname> <given-names>RF</given-names>
</name>
<name>
<surname>Balsis</surname> <given-names>S</given-names>
</name>
<name>
<surname>Skodol</surname> <given-names>AE</given-names>
</name>
<name>
<surname>Markon</surname> <given-names>KE</given-names>
</name>
<etal/>
</person-group>. <article-title>An invariant dimensional liability model of gender differences in mental disorder prevalence: evidence from a national sample</article-title>. <source>J Abnormal Psychol</source>. (<year>2012</year>) <volume>121</volume>:<page-range>282&#x2013;8</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1037/a0024780</pub-id>, PMID: <pub-id pub-id-type="pmid">21842958</pub-id></citation></ref>
<ref id="B46">
<label>46</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Biswas</surname> <given-names>S</given-names>
</name>
<name>
<surname>Biswas</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>Anxiety level among students of different college and universities in India during lock down in connection to the COVID-19 pandemic</article-title>. <source>J Public Health</source>. (<year>2021</year>), <fpage>1</fpage>&#x2013;<lpage>7</lpage>., PMID: <pub-id pub-id-type="pmid">33432293</pub-id></citation></ref>
<ref id="B47">
<label>47</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chapell</surname> <given-names>MS</given-names>
</name>
<name>
<surname>Blanding</surname> <given-names>ZB</given-names>
</name>
<name>
<surname>Silverstein</surname> <given-names>ME</given-names>
</name>
<name>
<surname>Takahashi</surname> <given-names>M</given-names>
</name>
<name>
<surname>Newman</surname> <given-names>B</given-names>
</name>
<name>
<surname>Gubi</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Test anxiety and academic performance in undergraduate and graduate students</article-title>. <source>J Educ Psychol</source>. (<year>2005</year>) <volume>97</volume>:<page-range>268&#x2013;74</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1037/0022-0663.97.2.268</pub-id>
</citation></ref>
<ref id="B48">
<label>48</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname> <given-names>CH</given-names>
</name>
<name>
<surname>Stevens</surname> <given-names>C</given-names>
</name>
<name>
<surname>Wong</surname> <given-names>SH</given-names>
</name>
<name>
<surname>Yasui</surname> <given-names>M</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>JA</given-names>
</name>
</person-group>. <article-title>The prevalence and predictors of mental health diagnoses and suicide among US college students: Implications for addressing disparities in service use</article-title>. <source>Depression Anxiety</source>. (<year>2019</year>) <volume>36</volume>:<fpage>8</fpage>&#x2013;<lpage>17</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/da.22830</pub-id>, PMID: <pub-id pub-id-type="pmid">30188598</pub-id></citation></ref>
<ref id="B49">
<label>49</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Matud</surname> <given-names>MP</given-names>
</name>
</person-group>. <article-title>Gender differences in stress and coping styles</article-title>. <source>Pers Individ Dif</source>. (<year>2004</year>) <volume>37</volume>:<page-range>1401&#x2013;15</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.paid.2004.01.010</pub-id>
</citation></ref>
<ref id="B50">
<label>50</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>DeCesare</surname> <given-names>M</given-names>
</name>
</person-group>. <article-title>Statistics anxiety&#x201d; Among sociology majors: A first diagnosis and some treatment options</article-title>. <source>Teach Sociology</source>. (<year>2007</year>) <volume>35</volume>:<page-range>360&#x2013;7</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1177/0092055X0703500405</pub-id>
</citation></ref>
<ref id="B51">
<label>51</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Manjareeka</surname> <given-names>M</given-names>
</name>
<name>
<surname>Kanungo</surname> <given-names>P</given-names>
</name>
<name>
<surname>Yadav</surname> <given-names>S</given-names>
</name>
<name>
<surname>Das</surname> <given-names>RC</given-names>
</name>
</person-group>. <article-title>Social Risk Factors Contributing to Anxiety, Depression and Stress among Indian Healthcare Students during Lockdown</article-title>. <source>Open Public Health J</source>. (<year>2024</year>) <volume>17</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.2174/0118749445280047240108070649</pub-id>
</citation></ref>
<ref id="B52">
<label>52</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mandap</surname> <given-names>CM</given-names>
</name>
</person-group>. <article-title>Examining gender differences in statistics anxiety among college students</article-title>. <source>Int J Educ Res</source>. (<year>2016</year>) <volume>4</volume>:<page-range>358&#x2013;66</page-range>.</citation></ref>
<ref id="B53">
<label>53</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Balo&#x11f;lu</surname> <given-names>M</given-names>
</name>
</person-group>. <article-title>Individual differences in statistics anxiety among college students</article-title>. <source>Pers Individ Dif</source>. (<year>2003</year>) <volume>34</volume>:<page-range>855&#x2013;65</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/S0191-8869(02)00076-4</pub-id>
</citation></ref>
<ref id="B54">
<label>54</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hsiao</surname> <given-names>TY</given-names>
</name>
<name>
<surname>Chiang</surname> <given-names>S</given-names>
</name>
</person-group>. <article-title>Gender differences in statistics anxiety among graduate students learning English as a foreign language</article-title>. <source>Soc Behav Personality: Int J</source>. (<year>2011</year>) <volume>39</volume>:<page-range>41&#x2013;3</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.2224/sbp.2011.39.1.41</pub-id>
</citation></ref>
<ref id="B55">
<label>55</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bayram</surname> <given-names>N</given-names>
</name>
<name>
<surname>Bilgel</surname> <given-names>N</given-names>
</name>
</person-group>. <article-title>The prevalence and socio-demographic correlations of depression, anxiety and stress among a group of university students</article-title>. <source>Soc Psychiatry Psychiatr Epidemiol</source>. (<year>2008</year>) <volume>43</volume>:<page-range>667&#x2013;72</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00127-008-0345-x</pub-id>, PMID: <pub-id pub-id-type="pmid">18398558</pub-id></citation></ref>
<ref id="B56">
<label>56</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cummings</surname> <given-names>CM</given-names>
</name>
<name>
<surname>Caporino</surname> <given-names>NE</given-names>
</name>
<name>
<surname>Kendall</surname> <given-names>PC</given-names>
</name>
</person-group>. <article-title>Comorbidity of anxiety and depression in children and adolescents: 20 years after</article-title>. <source>psychol Bull</source>. (<year>2014</year>) <volume>140</volume>:<page-range>816&#x2013;45</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1037/a0034733</pub-id>, PMID: <pub-id pub-id-type="pmid">24219155</pub-id></citation></ref>
<ref id="B57">
<label>57</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Beiter</surname> <given-names>R</given-names>
</name>
<name>
<surname>Nash</surname> <given-names>R</given-names>
</name>
<name>
<surname>McCrady</surname> <given-names>M</given-names>
</name>
<name>
<surname>Rhoades</surname> <given-names>D</given-names>
</name>
<name>
<surname>Linscomb</surname> <given-names>M</given-names>
</name>
<name>
<surname>Clarahan</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>The prevalence and correlates of depression, anxiety, and stress in a sample of college students</article-title>. <source>J Affect Disord</source>. (<year>2015</year>) <volume>173</volume>:<page-range>90&#x2013;6</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jad.2014.10.054</pub-id>, PMID: <pub-id pub-id-type="pmid">25462401</pub-id></citation></ref>
<ref id="B58">
<label>58</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bewick</surname> <given-names>B</given-names>
</name>
<name>
<surname>Koutsopoulou</surname> <given-names>G</given-names>
</name>
<name>
<surname>Miles</surname> <given-names>J</given-names>
</name>
<name>
<surname>Slaa</surname> <given-names>E</given-names>
</name>
<name>
<surname>Barkham</surname> <given-names>M</given-names>
</name>
</person-group>. <article-title>Changes in undergraduate students&#x2019; psychological well-being as they progress through university</article-title>. <source>Stud higher Educ</source>. (<year>2010</year>) <volume>35</volume>:<page-range>633&#x2013;45</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1080/03075070903216643</pub-id>
</citation></ref>
<ref id="B59">
<label>59</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jayanthi</surname> <given-names>P</given-names>
</name>
<name>
<surname>Thirunavukarasu</surname> <given-names>M</given-names>
</name>
<name>
<surname>Rajkumar</surname> <given-names>R</given-names>
</name>
</person-group>. <article-title>Academic stress and depression among adolescents: a cross-sectional study</article-title>. <source>Indian Pediatr</source>. (<year>2015</year>) <volume>52</volume>:<page-range>217&#x2013;9</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s13312-015-0609-y</pub-id>, PMID: <pub-id pub-id-type="pmid">25848997</pub-id></citation></ref>
<ref id="B60">
<label>60</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rentala</surname> <given-names>S</given-names>
</name>
<name>
<surname>Nayak</surname> <given-names>RB</given-names>
</name>
<name>
<surname>Patil</surname> <given-names>SD</given-names>
</name>
<name>
<surname>Hegde</surname> <given-names>GS</given-names>
</name>
<name>
<surname>Aladakatti</surname> <given-names>R</given-names>
</name>
</person-group>. <article-title>Academic stress among Indian adolescent girls</article-title>. <source>J Educ Health promotion</source>. (<year>2019</year>) <volume>8</volume>:<fpage>158</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.4103/jehp.jehp_116_19</pub-id>, PMID: <pub-id pub-id-type="pmid">31544123</pub-id></citation></ref>
</ref-list>
</back>
</article>