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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Public Health</journal-id>
<journal-title>Frontiers in Public Health</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Public Health</abbrev-journal-title>
<issn pub-type="epub">2296-2565</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpubh.2025.1537108</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Public Health</subject>
<subj-group>
<subject>Systematic Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Prevalence and correlates of depression, anxiety, and burnout among physicians and postgraduate medical trainees: a scoping review of recent literature</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Obeng Nkrumah</surname> <given-names>Samuel</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2909658/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Adu</surname> <given-names>Medard Kofi</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1856617/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Agyapong</surname> <given-names>Belinda</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name><surname>da Luz Dias</surname> <given-names>Raquel</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2236784/overview"/>
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<contrib contrib-type="author">
<name><surname>Agyapong</surname> <given-names>Vincent Israel Opoku</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/557600/overview"/>
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</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Psychiatry, Dalhousie University</institution>, <addr-line>Halifax, NS</addr-line>, <country>Canada</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Psychiatry, University of Alberta</institution>, <addr-line>Edmonton, AB</addr-line>, <country>Canada</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0001"><p>Edited by: Wulf R&#x00F6;ssler, Charit&#x00E9; University Medicine Berlin, Germany</p></fn>
<fn fn-type="edited-by" id="fn0002"><p>Reviewed by: V&#x00ED;ctor Hugo Fern&#x00E1;ndez-Bedoya, Cesar Vallejo University, Peru</p><p>Aline Yacoubian, American University of Beirut Medical Center, Lebanon</p></fn>
<corresp id="c001">&#x002A;Correspondence: Samuel Obeng Nkrumah, <email>sm416395@dal.ca</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>08</day>
<month>07</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>13</volume>
<elocation-id>1537108</elocation-id>
<history>
<date date-type="received">
<day>30</day>
<month>11</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>29</day>
<month>05</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2025 Obeng Nkrumah, Adu, Agyapong, da Luz Dias and Agyapong.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Obeng Nkrumah, Adu, Agyapong, da Luz Dias and Agyapong</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec id="sec1">
<title>Background</title>
<p>The mental well-being of physicians is increasingly recognized as vital, both for their personal health and the quality of care they provide to patients. Physicians face a variety of mental health challenges, including depression, anxiety, and burnout, which have become prevalent issues globally. These mental health concerns are like those found in the general population but are particularly significant in the demanding healthcare setting.</p>
</sec>
<sec id="sec2">
<title>Objective</title>
<p>This review aims to explore the prevalence and correlates of depression, anxiety, and burnout among physicians and residents in training.</p>
</sec>
<sec id="sec3">
<title>Methods</title>
<p>A comprehensive literature review was conducted, searching databases such as Medline, PubMed, Scopus, CINAHL, and PsycINFO. The review focused on studies published from 2021 to 2024 that addressed the prevalence of these mental health conditions in physicians and residents. The findings, in line with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines, were summarized in detailed tables.</p>
</sec>
<sec id="sec4">
<title>Results</title>
<p>Following titles and abstracts screening, 196 publications were selected for full-text review, with 92 articles ultimately included in the analysis. The results revealed significant variability in the prevalence of burnout, depression, and anxiety. Burnout rates among physicians ranged from 4.7 to 90.1% and from 18.3 to 94% among residents. Depression prevalence ranged from 4.8 to 66.5% in physicians and from 7.7 to 93% in residents. Anxiety rates were between 8 and 78.9% in physicians and 10 to 63.9% in residents. Notably, women reported higher rates of all three conditions compared to men. Key factors influencing these mental health conditions included demographics (age, gender, education, financial status, family situation, occupation), psychological conditions, social factors (stigma, family life), work organization (workload, work conditions), and COVID-19-related issues (caring for COVID-19 patients, fear of infection, working in high-risk areas, concerns about personal protective equipment (PPE), and testing positive).</p>
</sec>
<sec id="sec5">
<title>Conclusion</title>
<p>This review indicates a high prevalence of burnout, depression, and anxiety among physicians and residents, with female participants consistently showing higher rates than males. These findings can guide policymakers and healthcare administrators in designing targeted programs and interventions to help reduce these mental health issues in these groups.</p>
</sec>
</abstract>
<kwd-group>
<kwd>physicians</kwd>
<kwd>residents</kwd>
<kwd>prevalence</kwd>
<kwd>burnout</kwd>
<kwd>depression</kwd>
<kwd>anxiety</kwd>
</kwd-group>
<counts>
<fig-count count="3"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="153"/>
<page-count count="38"/>
<word-count count="17889"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Public Mental Health</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec6">
<label>1</label>
<title>Introduction</title>
<p>In the demanding and high-stress environment of the healthcare profession, the mental well-being of physicians is increasingly recognized as a critical component of both individual health and patient care quality. Ensuring a robust and capable cadre of physicians is fundamental to the effectiveness of any nation&#x2019;s healthcare infrastructure (<xref ref-type="bibr" rid="ref1">1</xref>). The suboptimal mental health and wellness of healthcare personnel have organizational repercussions for patient safety, satisfaction, and overall experience (<xref ref-type="bibr" rid="ref1">1</xref>). Physicians can experience a wide array of mental health conditions alongside various challenges impacting their overall wellness, including burnout. Like the broader populace, prevalent mental health issues among physicians include depression, anxiety, and burnout (<xref ref-type="bibr" rid="ref2">2</xref>). Depression, anxiety, and burnout represent significant challenges faced by physicians worldwide (<xref ref-type="bibr" rid="ref3 ref4 ref5 ref6 ref7 ref8 ref9">3&#x2013;9</xref>), impacting not only their personal lives but also their professional performance and the broader healthcare system. As frontline providers, physicians bear the crucial duty of delivering top-tier medical care to patients amidst the intricacies of healthcare systems, rapidly evolving medical knowledge, and the emotional rigors of patient engagements. Intense work settings, substantial workloads, extended shifts, resource constraints, organizational changes, and a culture characterized by blame and apprehension have all been identified as contributing elements (<xref ref-type="bibr" rid="ref10 ref11 ref12">10&#x2013;12</xref>), increasing the susceptibility of physicians to mental health issues. Physicians and residents often avoid seeking mental health support due to stigma and concerns over their professional reputations. Many fear that acknowledging psychological issues such as burnout, anxiety, or depression might be seen as a weakness (<xref ref-type="bibr" rid="ref2">2</xref>) and negatively impact their careers. A 2018 study by Aaronson et al. identified key barriers to mental health care access during residency, highlighting a lack of time, confidentiality concerns, and potential career consequences as major deterrents (<xref ref-type="bibr" rid="ref13">13</xref>). Additionally, notable medical professionals have publicly discussed their own mental health struggles, further illustrating the damaging effects of stigma within the medical field (<xref ref-type="bibr" rid="ref2">2</xref>).</p>
<p>Depression ranks as the primary contributor to global ill health and disability. It is characterized by persistent feelings of sadness, fatigue, hopelessness, loss of appetite, and loss of interest or pleasure in activities (<xref ref-type="bibr" rid="ref14">14</xref>), and it is a prevalent mental health condition among physicians. Approximately 280 million people in the world have depression, and more than 700, 000 people die due to suicide every year (<xref ref-type="bibr" rid="ref14">14</xref>). Studies consistently report higher rates of depression among physicians compared to the general population (<xref ref-type="bibr" rid="ref15 ref16 ref17">15&#x2013;17</xref>). Numerous people grappling with mental health difficulties encounter insufficient support structures and are discouraged by the social stigma attached to such issues, impeding their capacity to access the essential treatment needed to pursue fulfilling and productive lives, a circumstance in which physicians are not exempt. Mata et al. conducted a significant systematic review and meta-analysis that brought together findings from 54 distinct cross-sectional and longitudinal studies encompassing more than 17,500 resident physicians across 18 nations. Regardless of the country or specialty under investigation, similar rates of depression symptoms among physicians were observed. The combined assessment of depression caseness, indicating the proportion of physicians exhibiting clinically significant depressive symptoms, was calculated at 28.8% (with a 95% confidence interval of 25.3&#x2013;32.5%) (<xref ref-type="bibr" rid="ref18">18</xref>).</p>
<p>Anxiety is another common mental health challenge faced by physicians. In 2019, approximately 301 million individuals globally experienced anxiety disorders, which stood as the most prevalent among all mental health conditions, characterized by feelings of apprehension, worry, and tension (<xref ref-type="bibr" rid="ref19">19</xref>). The pressure to make critical decisions, maintain clinical competence, and provide optimal care in high-stakes situations can contribute to heightened anxiety levels among physicians. Moreover, the rapid pace of medical advancements, coupled with the need to keep abreast of new diagnostic and treatment modalities, can exacerbate feelings of uncertainty and insecurity, further impacting physician well-being. Numerous studies have demonstrated a higher prevalence of anxiety among physicians (<xref ref-type="bibr" rid="ref6">6</xref>, <xref ref-type="bibr" rid="ref20">20</xref>, <xref ref-type="bibr" rid="ref21">21</xref>). A cross-sectional study conducted by Gong et al., among 2,641 physicians working in public hospitals in China found that approximately 25.67% of doctors displayed signs of anxiety, while 28.13% exhibited symptoms of depression, and 19.01% experienced both anxiety and depression. These mental health challenges among the surveyed physicians were linked to self-reported declines in physical well-being, instances of workplace violence, extended work hours surpassing 60 per week, frequent night shifts occurring twice or more weekly, and a lack of consistent physical activity (<xref ref-type="bibr" rid="ref22">22</xref>).</p>
<p>Freudenberger, a psychologist, introduced the notion of burnout in a paper titled &#x201C;Staff Burnout,&#x201D; (<xref ref-type="bibr" rid="ref23">23</xref>) and its recognition gained traction with the introduction of the Maslach Burnout Inventory (MBI) assessment tool by Maslach and Jackson in 1981 (<xref ref-type="bibr" rid="ref24">24</xref>). Burnout arises as an adverse workplace condition due to prolonged exposure to stress associated with one&#x2019;s job (<xref ref-type="bibr" rid="ref25">25</xref>). It is often described as a syndrome of emotional exhaustion, depersonalization, and reduced personal accomplishment (<xref ref-type="bibr" rid="ref26">26</xref>). It is particularly prevalent among individuals who are employed in roles that involve frequent direct interaction with others (<xref ref-type="bibr" rid="ref27">27</xref>) and is prevalent among physicians across various specialties and practice settings (<xref ref-type="bibr" rid="ref28 ref29 ref30 ref31 ref32 ref33">28&#x2013;33</xref>). The chronic stressors inherent in medical practice, such as heavy workloads, time pressures, and the emotional toll of patient care, can lead to feelings of burnout over time. Physician burnout has garnered more focus over the years (<xref ref-type="bibr" rid="ref34">34</xref>, <xref ref-type="bibr" rid="ref35">35</xref>). Physicians experiencing burnout tend to make more medical errors (<xref ref-type="bibr" rid="ref36">36</xref>, <xref ref-type="bibr" rid="ref37">37</xref>), are more inclined to leave their positions (<xref ref-type="bibr" rid="ref38">38</xref>), express lower job satisfaction (<xref ref-type="bibr" rid="ref39">39</xref>), and have implications on healthcare costs (<xref ref-type="bibr" rid="ref37">37</xref>). Also, burnout among physicians has been associated with poorer patient perceptions of care (<xref ref-type="bibr" rid="ref40">40</xref>), making it a significant concern for healthcare organizations and policymakers. In a cross-sectional study conducted by O&#x2019;Dea et al., among 683 general practitioners (constituting 27.3% of practicing Irish general practitioners), 52.7% reported significant emotional exhaustion, 31.6% scored high on depersonalization, and 16.3% exhibited low levels of personal accomplishment. Overall, 6.6% experienced all three symptoms, meeting the criteria for burnout (<xref ref-type="bibr" rid="ref41">41</xref>).</p>
<p>Despite growing recognition of the importance of addressing mental health issues among physicians, there remains a need for a comprehensive understanding of the prevalence and correlates of depression, anxiety, and burnout within this population. The primary objective of this scoping review is to map the existing literature on the prevalence and correlates of depression, anxiety, and burnout among physicians. It aims to provide insights into the scope and magnitude of mental health challenges faced by physicians and medical trainees (residents and fellows) across different specialties, practice settings, and geographic regions. Specifically, this scoping review will address the following: The prevalence of depression, anxiety, and burnout among physicians across different specialties and practice settings; Influence of associated factors, e.g., demographic characteristics (e.g., age, gender), professional factors (e.g., years of experience, work hours), social and psychological factors on the prevalence of depression, anxiety, and burnout among physicians. The review seeks to offer critical insights for healthcare policymakers, administrators, educators, and researchers. The findings can serve as a foundation for developing targeted interventions and support systems aimed at improving the mental health and well-being of physicians and residents. In turn, this not only enhances patient care but also boosts the overall efficiency and effectiveness of the healthcare system.</p>
</sec>
<sec sec-type="methods" id="sec7">
<label>2</label>
<title>Methods</title>
<sec id="sec8">
<label>2.1</label>
<title>Search strategy</title>
<p>A literature search was conducted to look for articles that explored the prevalence and correlates of depression, anxiety, and burnout among physicians, residents, and fellows. The databases Medline, PubMed, Scopus, CINAHL, and PsycINFO were searched in the second week of April 2024, focusing on studies published from January 1, 2021, to May 1, 2024. Only articles written in English were considered. The search aimed to find studies examining the prevalence of each condition separately (e.g., just depression) and those addressing two or all three conditions together (e.g., depression, anxiety, and burnout). The search terms included: &#x201C;prevalence of depression,&#x201D; &#x201C;prevalence of anxiety,&#x201D; &#x201C;prevalence of burnout,&#x201D; &#x201C;depression,&#x201D; &#x201C;burnout,&#x201D; &#x201C;anxiety,&#x201D; &#x201C;prevalence,&#x201D; &#x201C;physicians,&#x201D; &#x201C;doctors,&#x201D; &#x201C;medical practitioners,&#x201D; and &#x201C;resident physicians.&#x201D; <xref ref-type="supplementary-material" rid="SM1">Appendix 1</xref> provides some examples of the search strategy. Two reviewers (S.O.N and M.A) independently searched the databases and reviewed the articles. The screening process had two stages: an initial screening of titles and abstracts to assess relevance, followed by a full-text screening. Articles meeting the initial inclusion criteria advanced to the full-text screening phase. Disagreements were resolved by consulting a third reviewer (B.A). The review followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines (<xref ref-type="bibr" rid="ref42">42</xref>).</p>
</sec>
<sec id="sec9">
<label>2.2</label>
<title>Inclusion and exclusion criteria</title>
<p>Articles were included based on the following criteria: (1) studies published between 2021 and 2024 in English, (2) a clearly defined sample of physicians, residents, and fellows, (3) clear reporting of prevalence for depression, burnout, or anxiety, and (4) a clearly stated study design, such as cross-sectional, cohort, mixed-method, transverse, or longitudinal. Studies that did not sample physicians, were reviews, protocols, or experimental studies were excluded. The study measures of interest were depression, anxiety, or burnout. Thus, studies were excluded if they did not report prevalence or did not focus on physicians or residents. Excluded populations were: (1) Medical students (2) individuals from other health-related fields (e.g., dentistry, pharmacy, nursing, allied health sciences), and (3) other healthcare professionals.</p>
</sec>
<sec id="sec10">
<label>2.3</label>
<title>Data extraction process</title>
<p>Information was extracted and summarized in a table, which included the author&#x2019;s name, publication year, country of study, study population, sample size, response rate, tools used to assess mental health conditions (depression, anxiety, or burnout), prevalence of these conditions, and any associated factors (<xref ref-type="table" rid="tab1">Table 1</xref>).</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Prevalence and correlates of burnout among physicians and postgraduate medical trainees in studies conducted from 2021 to 2024.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Author&#x2019;s name</th>
<th align="center" valign="top">Year of publication</th>
<th align="left" valign="top">Country study was conducted</th>
<th align="left" valign="top">Study population</th>
<th align="center" valign="top">Sample size</th>
<th align="center" valign="top">Response rate</th>
<th align="center" valign="top">Tool for measuring burnout</th>
<th align="left" valign="top">Prevalence of burnout</th>
<th align="left" valign="top">Associated factors</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Appiani et al. (<xref ref-type="bibr" rid="ref99">99</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Argentina</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">440</td>
<td align="center" valign="top">68.63%</td>
<td align="center" valign="top">MBI</td>
<td align="left" valign="top">Overall prevalence: 73.5%</td>
<td align="left" valign="top">Increasing burnout:<break/><list list-type="bullet">
<list-item>
<p>having less seniority</p>
</list-item>
<list-item>
<p>being a resident</p>
</list-item>
<list-item>
<p>caring for patients with potential or confirmed COVID-19 infection</p>
</list-item>
<list-item>
<p>Having transient COVID-19-like symptoms</p>
</list-item>
<list-item>
<p>working 24-h shifts</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Fiabane et al. (<xref ref-type="bibr" rid="ref51">51</xref>)</td>
<td align="center" valign="top">2023</td>
<td align="left" valign="top">Italy</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">18,516</td>
<td align="center" valign="top">6.5%</td>
<td align="center" valign="top">CBI</td>
<td align="left" valign="top">Overall prevalence: 18.5%</td>
<td align="left" valign="top">Increasing burnout:<break/><list list-type="bullet">
<list-item>
<p>female sex</p>
</list-item>
<list-item>
<p>younger age</p>
</list-item>
<list-item>
<p>shorter job tenure</p>
</list-item>
<list-item>
<p>trainee status</p>
</list-item>
<list-item>
<p>higher PHQ-8 and GAD-7 scores</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Matsuo et al. (<xref ref-type="bibr" rid="ref52">52</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Japan</td>
<td align="left" valign="top">Residents</td>
<td align="center" valign="top">4,754</td>
<td align="center" valign="top">12.7%</td>
<td align="center" valign="top">MBI-GS</td>
<td align="left" valign="top">Overall prevalence: 28%</td>
<td align="left" valign="top">Increasing burnout:<break/><list list-type="bullet">
<list-item>
<p>excessive working hours</p>
</list-item>
<list-item>
<p>low autonomy</p>
</list-item>
<list-item>
<p>communication problems at the workplace</p>
</list-item>
<list-item>
<p>complaints</p>
</list-item>
<list-item>
<p>from patients</p>
</list-item>
<list-item>
<p>peer competition</p>
</list-item>
<list-item>
<p>anxiety about</p>
</list-item>
<list-item>
<p>the future</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Hain et al. (<xref ref-type="bibr" rid="ref100">100</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">South Africa</td>
<td align="left" valign="top">Doctors</td>
<td align="center" valign="top">213</td>
<td align="center" valign="top">45%</td>
<td align="center" valign="top">MBI</td>
<td align="left" valign="top">Overall prevalence: 65.8%</td>
<td align="left" valign="top">Increasing burnout:<break/><list list-type="bullet">
<list-item>
<p>Female gender</p>
</list-item>
<list-item>
<p>Occupational rank</p>
</list-item>
<list-item>
<p>planning to leave the public sector in the next 2&#x202F;years.</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Crudden et al. (<xref ref-type="bibr" rid="ref101">101</xref>)</td>
<td align="center" valign="top">2023</td>
<td align="left" valign="top">Ireland</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">2,160</td>
<td align="center" valign="top">21.9%</td>
<td align="center" valign="top">MBI</td>
<td align="left" valign="top">Overall prevalence: 42%</td>
<td align="left" valign="top">Increasing burnout:<break/><list list-type="bullet">
<list-item>
<p>elevated symptoms of depression on the DASS depressive symptom subscale (EE)</p>
</list-item>
<list-item>
<p>higher rates of face-to-face patient contact (EE)</p>
</list-item>
<list-item>
<p>Decreasing burnout:</p>
</list-item>
<list-item>
<p>rofessional efficacy</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Ofei-Dodoo et al. (<xref ref-type="bibr" rid="ref53">53</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">USA</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">113</td>
<td align="center" valign="top">45.6%</td>
<td align="center" valign="top">MBI</td>
<td align="left" valign="top">Overall prevalence: 50.4%</td>
<td align="left" valign="top">Increasing Burnout:<break/><list list-type="bullet">
<list-item>
<p>personally, treating patients suspected or confirmed to have COVID-19.</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Al-Humadi et al. (<xref ref-type="bibr" rid="ref54">54</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">USA</td>
<td align="left" valign="top">Physicians and residents/fellows</td>
<td align="center" valign="top">1,379</td>
<td align="center" valign="top">16.3%</td>
<td align="center" valign="top">MBI (2 single items)</td>
<td align="left" valign="top">Overall prevalence: 19.6%</td>
<td align="left" valign="top">Increasing burnout:<break/><list list-type="bullet">
<list-item>
<p>History of depression or anxiety</p>
</list-item>
<list-item>
<p>younger age</p>
</list-item>
<list-item>
<p>female gender (physician)</p>
</list-item>
<list-item>
<p>higher number of on call time</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">de M&#x00E9;lo Silva J&#x00FA;nior et al. (<xref ref-type="bibr" rid="ref102">102</xref>)</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Brazil</td>
<td align="left" valign="top">Residents</td>
<td align="center" valign="top">1,989</td>
<td align="center" valign="top">71.4%</td>
<td align="center" valign="top">MBI 2-items version</td>
<td align="left" valign="top">Overall prevalence: 37%</td>
<td align="left" valign="top">Associated with increasing burnout:<break/><list list-type="bullet">
<list-item>
<p>lower age and leisure time</p>
</list-item>
<list-item>
<p>male sex</p>
</list-item>
<list-item>
<p>longer duty hours</p>
</list-item>
<list-item>
<p>absence of day off</p>
</list-item>
<list-item>
<p>provision of care without supervision</p>
</list-item>
<list-item>
<p>choice of the</p>
</list-item>
<list-item>
<p>wrong specialty</p>
</list-item>
<list-item>
<p>poor learning</p>
</list-item>
<list-item>
<p>sychological abuse</p>
</list-item>
<list-item>
<p>depression</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Rubin et al. (<xref ref-type="bibr" rid="ref55">55</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Canada</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">151</td>
<td align="center" valign="top">84.1%</td>
<td align="center" valign="top">WBI</td>
<td align="left" valign="top">Overall prevalence: 65.4%</td>
<td align="left" valign="top">Increasing burnout:<break/><list list-type="bullet">
<list-item>
<p>perception of inadequate staffing levels</p>
</list-item>
<list-item>
<p>being treated unfairly in the workplace.</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Che et al. (<xref ref-type="bibr" rid="ref56">56</xref>)</td>
<td align="center" valign="top">2023</td>
<td align="left" valign="top">China</td>
<td align="left" valign="top">Physicians (anesthesiologists)</td>
<td align="center" valign="top">8,850</td>
<td align="center" valign="top">74.93%</td>
<td align="center" valign="top">MBI-HSS</td>
<td align="left" valign="top">Overall prevalence: 52.7%</td>
<td align="left" valign="top">Increasing burnout:<break/><list list-type="bullet">
<list-item>
<p>redeployment</p>
</list-item>
<list-item>
<p>outside normal professional boundaries<xref ref-type="table-fn" rid="tfn1"><sup>&#x002A;</sup></xref></p>
</list-item>
<list-item>
<p>depression</p>
</list-item>
<list-item>
<p>anxiety</p>
</list-item>
<list-item>
<p>PTSD</p>
</list-item>
<list-item>
<p>Protective factors:</p>
</list-item>
<list-item>
<p>resilience</p>
</list-item>
<list-item>
<p>good institutional support</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Alwashmi et al. (<xref ref-type="bibr" rid="ref103">103</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Saudi Arabia</td>
<td align="left" valign="top">Physicians(psychiatrist)</td>
<td align="center" valign="top">101</td>
<td align="center" valign="top">Not reported</td>
<td align="center" valign="top">MBI-HSS</td>
<td align="left" valign="top">Overall prevalence: 80.2%</td>
<td align="left" valign="top">Significantly increasing burnout:<break/><list list-type="bullet">
<list-item>
<p>gender (female)</p>
</list-item>
<list-item>
<p>-working in tertiary centers</p>
</list-item>
<list-item>
<p>psychiatrist in-training (junior and senior residents)</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Kuriyama et al. (<xref ref-type="bibr" rid="ref104">104</xref>)</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Japan</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">1,173</td>
<td align="center" valign="top">18.2%</td>
<td align="center" valign="top">Mini-Z</td>
<td align="left" valign="top">Overall prevalence: 31.8%</td>
<td align="left" valign="top">Increasing burnout:<break/><list list-type="bullet">
<list-item>
<p>having no partner<xref ref-type="table-fn" rid="tfn1"><sup>&#x002A;</sup></xref></p>
</list-item>
<list-item>
<p>shortage of PPE&#x002A;</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Carneiro Monteiro et al. (<xref ref-type="bibr" rid="ref105">105</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Brazil</td>
<td align="left" valign="top">Psychiatry residents</td>
<td align="center" valign="top">185</td>
<td align="center" valign="top">62%</td>
<td align="center" valign="top">MBI-HSS</td>
<td align="left" valign="top">EE:60%<break/>DP:54.8%<break/>PA:33%</td>
<td align="left" valign="top">Significantly associations:<break/><list list-type="bullet">
<list-item>
<p>nature of relations to</p>
</list-item>
<list-item>
<p>the institutions (EE)</p>
</list-item>
<list-item>
<p>nature of relationships with preceptors/supervisors (EE, DP)</p>
</list-item>
<list-item>
<p>quality of relationship with family (EE, DP)</p>
</list-item>
<list-item>
<p>age (DP)</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Jim&#x00E9;nez-Labaig et al. (<xref ref-type="bibr" rid="ref57">57</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Spain</td>
<td align="left" valign="top">Residents and Specialists</td>
<td align="center" valign="top">243</td>
<td align="center" valign="top">26.6%</td>
<td align="center" valign="top">MBI-HSS MP</td>
<td align="left" valign="top">Overall prevalence: 25.1%</td>
<td align="left" valign="top">Increasing burnout:<break/><list list-type="bullet">
<list-item>
<p>Younger age<xref ref-type="table-fn" rid="tfn1"><sup>&#x002A;</sup></xref></p>
</list-item>
<list-item>
<p>perceived lack of leisure time or vacation time<xref ref-type="table-fn" rid="tfn1"><sup>&#x002A;</sup></xref></p>
</list-item>
<list-item>
<p>poor perception of work life balance&#x002A;</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Steil et al. (<xref ref-type="bibr" rid="ref106">106</xref>)</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Brazil</td>
<td align="left" valign="top">Residents</td>
<td align="center" valign="top">3,071</td>
<td align="center" valign="top">10%</td>
<td align="center" valign="top">OLBI</td>
<td align="left" valign="top">Overall prevalence: 48.6%</td>
<td align="left" valign="top">Associated with burnout:<break/><list list-type="bullet">
<list-item>
<p>avoidance of seeing patients with confirmed or suspected cases of COVID-19</p>
</list-item>
<list-item>
<p>lack of supervisor support for the treatment of COVID-19 patients</p>
</list-item>
<list-item>
<p>working in a wing with high risk of contamination</p>
</list-item>
<list-item>
<p>belief that PPE is not efficacious</p>
</list-item>
<list-item>
<p>fear of getting COVID-19 and</p>
</list-item>
<list-item>
<p>transmitting it to significant others</p>
</list-item>
<list-item>
<p>having personal relationships impaired since the pandemic</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">de M&#x00E9;lo Silva J&#x00FA;nior et al. (<xref ref-type="bibr" rid="ref107">107</xref>)</td>
<td align="center" valign="top">2023</td>
<td align="left" valign="top">Brazil</td>
<td align="left" valign="top">Physician residents</td>
<td align="center" valign="top">First cohort(pre-COVID): 524<break/>Second cohort (pandemic group): 419</td>
<td align="center" valign="top">Not reported</td>
<td align="center" valign="top">2-item MBI</td>
<td align="left" valign="top">Overall prevalence:<break/><list list-type="bullet">
<list-item>
<p>pre-COVID cohort: 37%</p>
</list-item>
<list-item>
<p>pandemic cohort: 26.1%</p>
</list-item>
</list></td>
<td align="left" valign="top">No information provided</td>
</tr>
<tr>
<td align="left" valign="top">Pogosova et al. (<xref ref-type="bibr" rid="ref108">108</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Russia</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">108</td>
<td align="center" valign="top">Not reported</td>
<td align="center" valign="top">MBI-HSS</td>
<td align="left" valign="top">EE: high-50%, moderate-33%<break/>DP:34.1%<break/>reduced PA:37.5%</td>
<td align="left" valign="top">Increasing burnout:<break/><list list-type="bullet">
<list-item>
<p>being female (EE)</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Rahimaldeen et al. (<xref ref-type="bibr" rid="ref109">109</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Saudi Arabia</td>
<td align="left" valign="top">Physicians(pediatricians)</td>
<td align="center" valign="top">386</td>
<td align="center" valign="top">65%</td>
<td align="center" valign="top">CBI</td>
<td align="left" valign="top">Overall prevalence: 80.5%</td>
<td align="left" valign="top">Increasing burnout:<break/><list list-type="bullet">
<list-item>
<p>female gender</p>
</list-item>
<list-item>
<p>being junior pediatrician</p>
</list-item>
<list-item>
<p>being younger pediatricians</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Tipwong et al. (<xref ref-type="bibr" rid="ref59">59</xref>)</td>
<td align="center" valign="top">2024</td>
<td align="left" valign="top">Thailand</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">227</td>
<td align="center" valign="top">Not reported</td>
<td align="center" valign="top">PFI</td>
<td align="left" valign="top">Overall prevalence: 30.7%</td>
<td align="left" valign="top">Negatively predicting burnout:<break/><list list-type="bullet">
<list-item>
<p>clinical teaching self-efficacy</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Hamdan et al. (<xref ref-type="bibr" rid="ref60">60</xref>)</td>
<td align="center" valign="top">2023</td>
<td align="left" valign="top">Jordan</td>
<td align="left" valign="top">Residents and specialist surgeons</td>
<td align="center" valign="top">180</td>
<td align="center" valign="top">75%</td>
<td align="center" valign="top">aMBI</td>
<td align="left" valign="top">Overall prevalence: 45.2%</td>
<td align="left" valign="top">Associated with burnout:<break/><list list-type="bullet">
<list-item>
<p>-age positively correlated with PA and negatively with EE and DP</p>
</list-item>
<list-item>
<p>number of children negatively correlated with DP</p>
</list-item>
<list-item>
<p>years of experience among specialists negatively correlated with EE and DP</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Youssef et al. (<xref ref-type="bibr" rid="ref61">61</xref>)</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Lebanon</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">398</td>
<td align="center" valign="top">Not reported</td>
<td align="center" valign="top">CBI-Arabic version</td>
<td align="left" valign="top">Overall prevalence (high and moderate levels): 90.1%<break/>PB:80.4%<break/>WB:75.6%<break/>CB:69.6%</td>
<td align="left" valign="top">Increasing burnout:<break/><list list-type="bullet">
<list-item>
<p>female gender</p>
</list-item>
<list-item>
<p>younger age</p>
</list-item>
<list-item>
<p>being single</p>
</list-item>
<list-item>
<p>having</p>
</list-item>
<list-item>
<p>a dependent child,</p>
</list-item>
<list-item>
<p>living with older adult or a family member with comorbidities</p>
</list-item>
<list-item>
<p>insufficient</p>
</list-item>
<list-item>
<p>sleeping hours</p>
</list-item>
<list-item>
<p>working in a public health facility</p>
</list-item>
<list-item>
<p>limited years of professional experience</p>
</list-item>
<list-item>
<p>lack of previous experience in a pandemic</p>
</list-item>
<list-item>
<p>extensive working hours</p>
</list-item>
<list-item>
<p>Decreasing burnout:</p>
</list-item>
<list-item>
<p>being married</p>
</list-item>
<list-item>
<p>financial well-being</p>
</list-item>
<list-item>
<p>good health</p>
</list-item>
<list-item>
<p>history of COVID-19</p>
</list-item>
<list-item>
<p>previous pandemic experience</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Nonaka et al. (<xref ref-type="bibr" rid="ref62">62</xref>)</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Japan</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">First survey: 1,251<break/>Second survey: 1,241</td>
<td align="center" valign="top">First survey: 22.6%<break/>Second survey: 25.9%</td>
<td align="center" valign="top">Single-item Mini-Z</td>
<td align="left" valign="top">Overall prevalence:<break/>-First survey: 34.6%<break/>-Second survey: 34.5%</td>
<td align="left" valign="top">Increasing burnout:<break/><list list-type="bullet">
<list-item>
<p>history of self-quarantine<xref ref-type="table-fn" rid="tfn1"><sup>&#x002A;</sup></xref></p>
</list-item>
<list-item>
<p>Not associated with exacerbation:</p>
</list-item>
<list-item>
<p>being a woman<xref ref-type="table-fn" rid="tfn1"><sup>&#x002A;</sup></xref></p>
</list-item>
<list-item>
<p>being a clinical resident<xref ref-type="table-fn" rid="tfn1"><sup>&#x002A;</sup></xref></p>
</list-item>
<list-item>
<p>having worked in a prefecture under a state of emergency<xref ref-type="table-fn" rid="tfn1"><sup>&#x002A;</sup></xref></p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Turalde et al. (<xref ref-type="bibr" rid="ref63">63</xref>)</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Philippines</td>
<td align="left" valign="top">Residents</td>
<td align="center" valign="top">120</td>
<td align="center" valign="top">71.67%</td>
<td align="center" valign="top">MBI</td>
<td align="left" valign="top">Overall prevalence: 94%<break/>EE:34.8%<break/>DP:8.14%<break/>Low PA:93%</td>
<td align="left" valign="top">Associated with burnout:<break/><list list-type="bullet">
<list-item>
<p>the lack of compensation (EE)</p>
</list-item>
<list-item>
<p>number of on-duty days (EE, DP)</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Singh et al. (<xref ref-type="bibr" rid="ref64">64</xref>)</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Canada</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">634</td>
<td align="center" valign="top">44%</td>
<td align="center" valign="top">MBI</td>
<td align="left" valign="top">Overall prevalence: 72.9%<break/>EE:64.9%<break/>DP:47.2%<break/>Low PA:27.2%</td>
<td align="left" valign="top">Increasing burnout:<break/><list list-type="bullet">
<list-item>
<p>working in a hectic or chaotic atmosphere</p>
</list-item>
<list-item>
<p>feeling unappreciated on the job</p>
</list-item>
<list-item>
<p>reporting poor or marginal control over workload</p>
</list-item>
<list-item>
<p>not being comfortable talking to peers about workplace stress decreasing burnout:</p>
</list-item>
<list-item>
<p>older age</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Alrawashdeh et al. (<xref ref-type="bibr" rid="ref48">48</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Jordan</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">973</td>
<td align="center" valign="top">Not reported</td>
<td align="center" valign="top">BMS</td>
<td align="left" valign="top">Overall prevalence: 57.7%</td>
<td align="left" valign="top">Increasing burnout:<break/><list list-type="bullet">
<list-item>
<p>female gender</p>
</list-item>
<list-item>
<p>working at highly loaded hospitals</p>
</list-item>
<list-item>
<p>working for long hours</p>
</list-item>
<list-item>
<p>doing night shifts</p>
</list-item>
<list-item>
<p>lack of sufficient access to PPE</p>
</list-item>
<list-item>
<p>being positively tested for SARS-CoV-2.</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Blazin et al. (<xref ref-type="bibr" rid="ref47">47</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">USA</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">132</td>
<td align="center" valign="top">40%</td>
<td align="center" valign="top">MBI</td>
<td align="left" valign="top">Overall prevalence: 28%</td>
<td align="left" valign="top">Increasing burnout:<break/><list list-type="bullet">
<list-item>
<p>frequent meetings</p>
</list-item>
<list-item>
<p>insufficient support staff</p>
</list-item>
<list-item>
<p>workflow interruptions</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Wang et al. (<xref ref-type="bibr" rid="ref65">65</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">China</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">1813</td>
<td align="center" valign="top">90.7%</td>
<td align="center" valign="top">MBI</td>
<td align="left" valign="top">Overall prevalence: 82.1%; severe burnout: 38.8%</td>
<td align="left" valign="top">Increasing burnout:<break/><list list-type="bullet">
<list-item>
<p>difficulty in making treatment decisions</p>
</list-item>
<list-item>
<p>Protective factors:</p>
</list-item>
<list-item>
<p>higher number of children</p>
</list-item>
<list-item>
<p>higher &#x201C;income satisfaction&#x201D;</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Carlson et al. (<xref ref-type="bibr" rid="ref98">98</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">USA</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">186</td>
<td align="center" valign="top">56%</td>
<td align="center" valign="top">2-item MBI</td>
<td align="left" valign="top">Overall prevalence: 26%</td>
<td align="left" valign="top">Positive association with burnout:<break/><list list-type="bullet">
<list-item>
<p>hours worked in a typical week</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Medina-Ortiz et al. (<xref ref-type="bibr" rid="ref91">91</xref>)</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Venezuela</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">150</td>
<td align="center" valign="top">Not reported</td>
<td align="center" valign="top">MBI</td>
<td align="left" valign="top">Overall prevalence: 76.7%</td>
<td align="left" valign="top">Increasing burnout:<break/><list list-type="bullet">
<list-item>
<p>higher number of years working in the hospital</p>
</list-item>
<list-item>
<p>lower job satisfaction</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Nimer et al. (<xref ref-type="bibr" rid="ref66">66</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Jordan</td>
<td align="left" valign="top">Residents</td>
<td align="center" valign="top">481</td>
<td align="center" valign="top">Not reported</td>
<td align="center" valign="top">CBI</td>
<td align="left" valign="top">Overall prevalence: 77.5%; severe burnout: 16.2%; moderate burnout: 61.3%</td>
<td align="left" valign="top">Increasing burnout:<break/><list list-type="bullet">
<list-item>
<p>psychological stress</p>
</list-item>
<list-item>
<p>longer working</p>
</list-item>
<list-item>
<p>being obstetrics/gynecology residents</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Celik et al. (<xref ref-type="bibr" rid="ref67">67</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Turkey</td>
<td align="left" valign="top">Physicians (surgeons)</td>
<td align="center" valign="top">3,815</td>
<td align="center" valign="top">16.1%</td>
<td align="center" valign="top">MBI</td>
<td align="left" valign="top">Overall prevalence: 69.1%; severe burnout: 22.0%</td>
<td align="left" valign="top">Factors independently associated with<break/>Burnout:<break/><list list-type="bullet">
<list-item>
<p>working in a training and research hospital or state hospital<xref ref-type="table-fn" rid="tfn1"><sup>&#x002A;</sup></xref></p>
</list-item>
<list-item>
<p>working &#x2265; 60&#x202F;h per week<xref ref-type="table-fn" rid="tfn1"><sup>&#x002A;</sup></xref></p>
</list-item>
<list-item>
<p>less frequent participation in social activities&#x002A;</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Sharp et al. (<xref ref-type="bibr" rid="ref97">97</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">USA</td>
<td align="left" valign="top">Fellows</td>
<td align="center" valign="top">976</td>
<td align="center" valign="top">51%</td>
<td align="center" valign="top">MBI two-item measure</td>
<td align="left" valign="top">Overall prevalence: 32%</td>
<td align="left" valign="top">Increasing burnout:<break/><list list-type="bullet">
<list-item>
<p>Working more than 70&#x202F;h in an average clinical week</p>
</list-item>
<list-item>
<p>burdens of electronic health record (EHR)</p>
</list-item>
<list-item>
<p>Documentation</p>
</list-item>
<list-item>
<p>Decreasing burnout:</p>
</list-item>
<list-item>
<p>access to mental health services</p>
</list-item>
<list-item>
<p>coverage system in the case of personal illness or emergency</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Nguyen et al. (<xref ref-type="bibr" rid="ref92">92</xref>)</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">USA</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">400</td>
<td align="center" valign="top">13%</td>
<td align="center" valign="top">MBI-HSS</td>
<td align="left" valign="top">Overall prevalence: 57%</td>
<td align="left" valign="top">Increasing burnout:<break/><list list-type="bullet">
<list-item>
<p>increased feelings of burnout due to the COVID-19 pandemic (EE, PA) <sup>&#x002A;</sup></p>
</list-item>
<list-item>
<p>total hours of work per week (EE, PA) &#x002A;</p>
</list-item>
<list-item>
<p>younger age (EE, PA) &#x002A;</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Bean et al. (<xref ref-type="bibr" rid="ref93">93</xref>)</td>
<td align="center" valign="top"><sup>2022</sup></td>
<td align="left" valign="top">USA</td>
<td align="left" valign="top">Residents</td>
<td align="center" valign="top">1,298</td>
<td align="center" valign="top">22.8%</td>
<td align="center" valign="top">2-item MBI</td>
<td align="left" valign="top">Overall prevalence: 35.8%</td>
<td align="left" valign="top">Increasing burnout:<break/><list list-type="bullet">
<list-item>
<p>Residents&#x2019; perception of not having adequate time for personal/family life</p>
</list-item>
<list-item>
<p>Residents who reported inappropriate clerical burden</p>
</list-item>
<list-item>
<p>working more than 50&#x202F;h/wk. on inpatient rotations</p>
</list-item>
<list-item>
<p>Protective against burnout:</p>
</list-item>
<list-item>
<p>Faculty support</p>
</list-item>
<list-item>
<p>performing activities that led residents to choose physical medicine and rehabilitation as a specialty</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Hagqvist et al. (<xref ref-type="bibr" rid="ref44">44</xref>)</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Sweden</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">6,699</td>
<td align="center" valign="top">41%</td>
<td align="center" valign="top">BAT</td>
<td align="left" valign="top">Overall prevalence: 4.7%</td>
<td align="left" valign="top">Increasing burnout:<break/><list list-type="bullet">
<list-item>
<p>working in the emergency department</p>
</list-item>
<list-item>
<p>junior physicians</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Boland et al. (<xref ref-type="bibr" rid="ref68">68</xref>)</td>
<td align="center" valign="top">2023</td>
<td align="left" valign="top">UK and Ireland</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">815</td>
<td align="center" valign="top">66.8%</td>
<td align="center" valign="top">MBI-HSS (MP)</td>
<td align="left" valign="top">Overall prevalence: 39.2%</td>
<td align="left" valign="top">Increasing burnout:<break/><list list-type="bullet">
<list-item>
<p>formal supervision in palliative medicine</p>
</list-item>
<list-item>
<p>high levels of depressive symptoms</p>
</list-item>
<list-item>
<p>working over 40&#x202F;h per week</p>
</list-item>
<list-item>
<p>high-risk alcohol consumption</p>
</list-item>
<list-item>
<p>Decreasing burnout:</p>
</list-item>
<list-item>
<p>staff grade or trainee status</p>
</list-item>
<list-item>
<p>higher perceived level of support</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Kondrich et al. (<xref ref-type="bibr" rid="ref95">95</xref>)</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">USA and Canada</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">416</td>
<td align="center" valign="top">49.5%</td>
<td align="center" valign="top">MBI</td>
<td align="left" valign="top">EE: 34.9%<break/>DP: 33.9%<break/>PA: 20%</td>
<td align="left" valign="top">Associated with burnout:<break/><list list-type="bullet">
<list-item>
<p>lack of appreciation from patients<xref ref-type="table-fn" rid="tfn1"><sup>&#x002A;</sup></xref></p>
</list-item>
<list-item>
<p>lack of appreciation from supervisors<xref ref-type="table-fn" rid="tfn1"><sup>&#x002A;</sup></xref></p>
</list-item>
<list-item>
<p>perception of an unfair clinical work schedule<xref ref-type="table-fn" rid="tfn1"><sup>&#x002A;</sup></xref></p>
</list-item>
<list-item>
<p>issatisfaction with promotion opportunities<xref ref-type="table-fn" rid="tfn1"><sup>&#x002A;</sup></xref></p>
</list-item>
<list-item>
<p>feeling that the electronic medical record detracts from patient care<xref ref-type="table-fn" rid="tfn1"><sup>&#x002A;</sup></xref></p>
</list-item>
<list-item>
<p>working in a non-academic setting<xref ref-type="table-fn" rid="tfn1"><sup>&#x002A;</sup></xref></p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">McGarry et al. (<xref ref-type="bibr" rid="ref94">94</xref>)</td>
<td align="center" valign="top">2024</td>
<td align="left" valign="top">USA</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">386</td>
<td align="center" valign="top">21.6%</td>
<td align="center" valign="top">CBI</td>
<td align="left" valign="top">Overall prevalence: 55.4%</td>
<td align="left" valign="top">Associated with positive burnout:<break/><list list-type="bullet">
<list-item>
<p>inadequate compensation</p>
</list-item>
<list-item>
<p>inadequate opportunity to process trauma</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Doe et al. (<xref ref-type="bibr" rid="ref69">69</xref>)</td>
<td align="center" valign="top">2024</td>
<td align="left" valign="top">USA</td>
<td align="left" valign="top">Residents</td>
<td align="center" valign="top">11,570</td>
<td align="center" valign="top">Not reported</td>
<td align="center" valign="top">MBI</td>
<td align="left" valign="top">Overall prevalence: 36.4%</td>
<td align="left" valign="top">Increasing burnout:<break/><list list-type="bullet">
<list-item>
<p>female gender</p>
</list-item>
<list-item>
<p>white race</p>
</list-item>
<list-item>
<p>educational debt exceeding $250,000</p>
</list-item>
<list-item>
<p>Decreasing burnout:</p>
</list-item>
<list-item>
<p>-being black and Asian race</p>
</list-item>
<list-item>
<p>smaller program size</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Keith (<xref ref-type="bibr" rid="ref70">70</xref>)</td>
<td align="center" valign="top">2023</td>
<td align="left" valign="top">Canada</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">847</td>
<td align="center" valign="top">50%</td>
<td align="center" valign="top">MBI-HSS (MP)</td>
<td align="left" valign="top">Overall prevalence: 58.9%</td>
<td align="left" valign="top">Increasing burnout:<break/><list list-type="bullet">
<list-item>
<p>female pathologists (Significantly higher EE and lower PA)</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Chan et al. (<xref ref-type="bibr" rid="ref45">45</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Canada</td>
<td align="left" valign="top">Physicians (Urologists)</td>
<td align="center" valign="top">609</td>
<td align="center" valign="top">17.2%</td>
<td align="center" valign="top">MBI</td>
<td align="left" valign="top">Overall prevalence: 31.8%<break/>EE:8.0%<break/>DP:31.8%<break/>low PA:10.6%</td>
<td align="left" valign="top">Increasing burnout:<break/><list list-type="bullet">
<list-item>
<p>urologists under financial strain</p>
</list-item>
<list-item>
<p>female urologists</p>
</list-item>
<list-item>
<p>early-to-mid-career urologists.</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Alenezi et al. (<xref ref-type="bibr" rid="ref71">71</xref>)</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Saudi Arabia</td>
<td align="left" valign="top">Residents</td>
<td align="center" valign="top">426</td>
<td align="center" valign="top">77.45%</td>
<td align="center" valign="top">MBI-HSS</td>
<td align="left" valign="top">Overall prevalence (high on all subscales): 18.31%<break/>High EE: 57.51%<break/>High DP: 36.62%<break/>High PA: 12.91%<break/>moderate EE: 28.87%<break/>moderate DP: 32.63%<break/>moderate PA: 33.57%<break/>High on at least one subscale of burnout: 81.22%</td>
<td align="left" valign="top">Increasing burnout:<break/><list list-type="bullet">
<list-item>
<p>lack of physical exercise (EE, DP, PA)</p>
</list-item>
<list-item>
<p>having less than 3 weekends on-call per month (EE)</p>
</list-item>
<list-item>
<p>dissatisfaction</p>
</list-item>
<list-item>
<p>with work&#x2013;life balance (EE, DP)</p>
</list-item>
<list-item>
<p>time pressures and deadlines (EE)</p>
</list-item>
<list-item>
<p>work overload (EE)</p>
</list-item>
<list-item>
<p>inability to participate in decision-making (EE)</p>
</list-item>
<list-item>
<p>inability to make full use of their skills and abilities (EE, PA)</p>
</list-item>
<list-item>
<p>work centered life (EE)</p>
</list-item>
<list-item>
<p>difficulty in maintaining relationship with their superiors (EE, DP)</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Kurzthaler et al. (<xref ref-type="bibr" rid="ref72">72</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Austria</td>
<td align="left" valign="top">Physicians (GP vs. OS)</td>
<td align="center" valign="top">481 (252 GP and 229 OS)</td>
<td align="center" valign="top">Not reported</td>
<td align="center" valign="top">CBI</td>
<td align="left" valign="top">Overall prevalence (GP vs. OS):<break/>Intermediate:43.8% vs. 39.8%<break/>High: 26.9% vs. 22.0%</td>
<td align="left" valign="top">Predictors of burnout:<break/><list list-type="bullet">
<list-item>
<p>being single</p>
</list-item>
<list-item>
<p>financial problems experienced during</p>
</list-item>
<list-item>
<p>COVID-19</p>
</list-item>
<list-item>
<p>stigmatization because of treatment of SARS-CoV-2-positive patients</p>
</list-item>
<list-item>
<p>facing violence in patient care</p>
</list-item>
<list-item>
<p>longer working</p>
</list-item>
<list-item>
<p>hours during the pandemic.</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Marques-Pinto et al. (<xref ref-type="bibr" rid="ref73">73</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Portugal</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">43,983</td>
<td align="center" valign="top">9,176 (29%)</td>
<td align="center" valign="top">MBI</td>
<td align="left" valign="top">EE:66%<break/>DP:33%<break/>decrease-PA:39%</td>
<td align="left" valign="top">Predictors of burnout:<break/><list list-type="bullet">
<list-item>
<p>organizational resources (EE, DP)<sup>&#x002A;</sup></p>
</list-item>
<list-item>
<p>demands of the relationship with the patients (EE, DP)<sup>&#x002A;</sup></p>
</list-item>
<list-item>
<p>work schedule (EE, DP)<sup>&#x002A;</sup></p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Yuan et al. (<xref ref-type="bibr" rid="ref74">74</xref>)</td>
<td align="center" valign="top">2023</td>
<td align="left" valign="top">Canada</td>
<td align="left" valign="top">Resident physicians</td>
<td align="center" valign="top">345</td>
<td align="center" valign="top">48%</td>
<td align="center" valign="top">MBI-HSS</td>
<td align="left" valign="top">Overall prevalence: 58%</td>
<td align="left" valign="top">Decreasing burnout:<break/><list list-type="bullet">
<list-item>
<p>having dependent</p>
</list-item>
<list-item>
<p>being IMG</p>
</list-item>
<list-item>
<p>being racial minority</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Mcloughlin et al. (<xref ref-type="bibr" rid="ref75">75</xref>)</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Ireland</td>
<td align="left" valign="top">Residents (psychiatry trainees)</td>
<td align="center" valign="top">510</td>
<td align="center" valign="top">21%</td>
<td align="center" valign="top">aMBI</td>
<td align="left" valign="top">Overall prevalence: 65%</td>
<td align="left" valign="top">Associated with burnout:<break/><list list-type="bullet">
<list-item>
<p>staff shortages</p>
</list-item>
<list-item>
<p>longer hours</p>
</list-item>
<list-item>
<p>less experience.</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Werdecker et al. (<xref ref-type="bibr" rid="ref76">76</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Germany</td>
<td align="left" valign="top">Physicians (GP)</td>
<td align="center" valign="top">548</td>
<td align="center" valign="top">Not reported</td>
<td align="center" valign="top">CBI</td>
<td align="left" valign="top">PB:35.2%<break/>WB:26.6%<break/>P<sub>a</sub>B:12%</td>
<td align="left" valign="top">Increasing burnout:<break/><list list-type="bullet">
<list-item>
<p>being female (PB)</p>
</list-item>
<list-item>
<p>working as an employed physician (PB).</p>
</list-item>
<list-item>
<p>working in a single practice (PB, WB, PaB)</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Shalaby et al. (<xref ref-type="bibr" rid="ref77">77</xref>)</td>
<td align="center" valign="top">2023</td>
<td align="left" valign="top">Canada</td>
<td align="left" valign="top">Resident Doctors</td>
<td align="center" valign="top">1,594</td>
<td align="center" valign="top">9.8%</td>
<td align="center" valign="top">MBI</td>
<td align="left" valign="top">Overall prevalence: 58.2%</td>
<td align="left" valign="top">Associated with burnout:<break/><list list-type="bullet">
<list-item>
<p>working more than 80&#x202F;h/week (high EE and ID)</p>
</list-item>
<list-item>
<p>being dissatisfied or being neither satisfied nor dissatisfied with a career in medicine (high EE and DP)</p>
</list-item>
<list-item>
<p>agreeing that the residency program has enough strategies aimed at resident well-being in place (EE, ID)</p>
</list-item>
<list-item>
<p>young age of residents (low PF)</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Salihu et al. (<xref ref-type="bibr" rid="ref78">78</xref>)</td>
<td align="center" valign="top">2023</td>
<td align="left" valign="top">Nigeria</td>
<td align="left" valign="top">Resident doctors</td>
<td align="center" valign="top">185</td>
<td align="center" valign="top">90.1%</td>
<td align="center" valign="top">MBI-HSS MP</td>
<td align="left" valign="top">High EE: 21.6%<break/>High DP: 13.6%<break/>Low PA: 30.7%</td>
<td align="left" valign="top">Association with burnout:<break/><list list-type="bullet">
<list-item>
<p>Being a younger resident doctor aged 31&#x2013;35 (EE, DP)</p>
</list-item>
<list-item>
<p>duty hours &#x003E;50&#x202F;h per week (DP)</p>
</list-item>
<list-item>
<p>presence of work-related stress (DP)</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Rashid et al. (<xref ref-type="bibr" rid="ref79">79</xref>)</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Bangladesh</td>
<td align="left" valign="top">Doctors</td>
<td align="center" valign="top">185</td>
<td align="center" valign="top">90.81%</td>
<td align="center" valign="top">MBI-HSS</td>
<td align="left" valign="top">overall prevalence: 55.4%<break/>High EE: 95.8%<break/>High DP: 98.2%<break/>Reduced PA: 97%</td>
<td align="left" valign="top">Increasing burnout (high levels in all 3 domains EE, DP, PA):<break/><list list-type="bullet">
<list-item>
<p>Younger age (25&#x2013;29&#x202F;years)</p>
</list-item>
<list-item>
<p>being female</p>
</list-item>
<list-item>
<p>working as a medical officer</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Gajjar et al. (<xref ref-type="bibr" rid="ref80">80</xref>)</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Canada</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">First survey (March 2020): 1,400<break/>Second survey (March 2021): 2,638</td>
<td align="center" valign="top">First survey: 76.3%<break/>Second survey: 75.9%</td>
<td align="center" valign="top">Validated, single-item,<break/>self-defined<break/>burnout<break/>measure (1-no symptoms of<break/>burnout to 5-completely burned out).</td>
<td align="left" valign="top">Overall prevalence:<break/>-First survey:28%<break/>-Second survey: 34.7%</td>
<td align="left" valign="top">Increasing burnout:<break/><list list-type="bullet">
<list-item>
<p>-patient</p>
</list-item>
<list-item>
<p>expectations/patient accountability</p>
</list-item>
<list-item>
<p>reporting and</p>
</list-item>
<list-item>
<p>administrative obligations</p>
</list-item>
<list-item>
<p>practice environment</p>
</list-item>
<list-item>
<p>as the three factors that contributed most to burnout.</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Ghazwani (<xref ref-type="bibr" rid="ref81">81</xref>)</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Saudi Arabia</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">51</td>
<td align="center" valign="top">86%</td>
<td align="center" valign="top">MBI-22 point scale</td>
<td align="left" valign="top">Overall prevalence: &#x003C;25%<break/>EE: 18.2%<break/>DP: 25%<break/>Reduced PA: 25%</td>
<td align="left" valign="top">Increasing burnout (in all 3 domains EE, DP, PA):<break/><list list-type="bullet">
<list-item>
<p>having less (&#x003C;5&#x202F;years) experience</p>
</list-item>
<list-item>
<p>attending more patients (5&#x2013;10/day) on all the three domains of burnout.</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Shahi et al. (<xref ref-type="bibr" rid="ref82">82</xref>)</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Nepal</td>
<td align="left" valign="top">Resident Doctors</td>
<td align="center" valign="top">410</td>
<td align="center" valign="top">84.6%</td>
<td align="center" valign="top">MBI</td>
<td align="left" valign="top">Overall prevalence: 42.4%<break/>High EE: 16.6%<break/>High DP: 15.9%<break/>Reduced PA: 9.8%</td>
<td align="left" valign="top">Independently increasing burnout:<break/><list list-type="bullet">
<list-item>
<p>Gender (male)</p>
</list-item>
<list-item>
<p>marital status</p>
</list-item>
<list-item>
<p>having children</p>
</list-item>
<list-item>
<p>specialty</p>
</list-item>
<list-item>
<p>year of residency</p>
</list-item>
<list-item>
<p>specialties</p>
</list-item>
<list-item>
<p>hours of work per week (&#x2265;80&#x202F;h)</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Paw&#x0142;owicz-Szlarska et al. (<xref ref-type="bibr" rid="ref83">83</xref>)</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Poland</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">225</td>
<td align="center" valign="top">43%</td>
<td align="center" valign="top">aMBI</td>
<td align="left" valign="top">High EE: 39.2%<break/>High DP: 38.1%<break/>Reduced PA: 21.6%<break/>Medium level in all 3 dimensions: 26.8%<break/>High levels in all 3 dimensions: 8.2%</td>
<td align="left" valign="top">Increasing burnout:<break/><list list-type="bullet">
<list-item>
<p>excessive bureaucracy in healthcare systems</p>
</list-item>
<list-item>
<p>rush at work</p>
</list-item>
<list-item>
<p>overtime work</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Fumis et al. (<xref ref-type="bibr" rid="ref84">84</xref>)</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Brazil</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">62</td>
<td align="center" valign="top">82%</td>
<td align="center" valign="top">MBI</td>
<td align="left" valign="top">Overall prevalence: 37.2%<break/>High EE: 51.0%<break/>High DP: 51.0%<break/>Reduced PA: 96.1%</td>
<td align="left" valign="top">No information provided</td>
</tr>
<tr>
<td align="left" valign="top">Ghoraishian et al. (<xref ref-type="bibr" rid="ref85">85</xref>)</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Iran</td>
<td align="left" valign="top">Physicians (Surgeon) and Residents</td>
<td align="center" valign="top">180</td>
<td align="center" valign="top">Not reported</td>
<td align="center" valign="top">MBI</td>
<td align="left" valign="top">Overall prevalence: 50.0%</td>
<td align="left" valign="top">Significant associations with burnout:<break/><list list-type="bullet">
<list-item>
<p>younger age</p>
</list-item>
<list-item>
<p>lower academic rank or being a resident</p>
</list-item>
<list-item>
<p>working in the public sector</p>
</list-item>
<list-item>
<p>spending less time in leisure and sports activities.</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Passos et al. (<xref ref-type="bibr" rid="ref86">86</xref>)</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Brazil</td>
<td align="left" valign="top">Residents</td>
<td align="center" valign="top">139</td>
<td align="center" valign="top">49.26%</td>
<td align="center" valign="top">MBI</td>
<td align="left" valign="top">Overall prevalence: 73.1%<break/>EE: 44.8%<break/>DP: 64.2%<break/>PA: 47.8%</td>
<td align="left" valign="top">No association between overall burnout level<break/>and all analyzed variables<break/>-current year in<break/>the residency program (EE)<break/><list list-type="bullet">
<list-item>
<p>the use of antidepressant/hypnotic medication (EE)</p>
</list-item>
<list-item>
<p>current work routine (DP)</p>
</list-item>
<list-item>
<p>having children (PA)</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Kwan et al. (<xref ref-type="bibr" rid="ref96">96</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Hong Kong</td>
<td align="left" valign="top">Doctor/residents</td>
<td align="center" valign="top">2,879</td>
<td align="center" valign="top">Doctors:284 (9.9%)<break/>Residents-in-training: not reported</td>
<td align="center" valign="top">CBI</td>
<td align="left" valign="top">PB:72.6%<break/>WB:70.6%<break/>CB:55.5%</td>
<td align="left" valign="top">Increasing PB:<break/><list list-type="bullet">
<list-item>
<p>engagement</p>
</list-item>
</list>in longer working hour(s) per week<break/><list list-type="bullet">
<list-item>
<p>working in Hospital</p>
</list-item>
<list-item>
<p>Authority clinics</p>
</list-item>
<list-item>
<p>Decreasing PB:</p>
</list-item>
<list-item>
<p>Older age possession of a first university degree in medicine</p>
</list-item>
<list-item>
<p>possession of Academy fellowship status</p>
</list-item>
</list>Increasing WB:<break/><list list-type="bullet">
<list-item>
<p>Being single, separated, or divorced</p>
</list-item>
<list-item>
<p>longer working hour(s) per week</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Seda-Gombau et al. (<xref ref-type="bibr" rid="ref50">50</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Spain</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">150</td>
<td align="center" valign="top">27%</td>
<td align="center" valign="top">MBI for medical professionals</td>
<td align="left" valign="top">Time1:<break/>Overall prevalence:7.5%<break/>EE:37.5%<break/>DP:32.5%<break/>PA:27.5%<break/>Time 2:<break/>Overall prevalence: 10%<break/>EE:55%<break/>DP:30%<break/>PA:27.5%<break/>Time 3:<break/>Overall prevalence:50%<break/>EE:77.5%<break/>DP:70%<break/>PA:67.5%</td>
<td align="left" valign="top">Increasing burnout:<break/><list list-type="bullet">
<list-item>
<p>Age (being older)</p>
</list-item>
<list-item>
<p>Having children</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Doolittle et al. (<xref ref-type="bibr" rid="ref46">46</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">USA</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">1,021</td>
<td align="center" valign="top">33%</td>
<td align="center" valign="top">ProQol</td>
<td align="left" valign="top">Overall prevalence: 52%</td>
<td align="left" valign="top">Increasing burnout:<break/><list list-type="bullet">
<list-item>
<p>being a woman</p>
</list-item>
<list-item>
<p>single physicians</p>
</list-item>
<list-item>
<p>Decreasing burnout:</p>
</list-item>
<list-item>
<p>older age</p>
</list-item>
<list-item>
<p>Exercise (3 times per week for 20&#x202F;min)</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Khan et al. (<xref ref-type="bibr" rid="ref87">87</xref>)</td>
<td align="center" valign="top">2024</td>
<td align="left" valign="top">South Africa</td>
<td align="left" valign="top">Doctors</td>
<td align="center" valign="top">430</td>
<td align="center" valign="top">68%</td>
<td align="center" valign="top">OLBI</td>
<td align="left" valign="top">Overall prevalence: 78%</td>
<td align="left" valign="top">Significant association with burnout:<break/><list list-type="bullet">
<list-item>
<p>being a medical intern or community-service medical officer</p>
</list-item>
<list-item>
<p>being in the lowest income band</p>
</list-item>
<list-item>
<p>using alcohol to manage work-related stress</p>
</list-item>
<list-item>
<p>experiencing high conflict at work</p>
</list-item>
<list-item>
<p>high role ambiguity and role conflict</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Sobczuk et al. (<xref ref-type="bibr" rid="ref88">88</xref>)</td>
<td align="center" valign="top">2024</td>
<td align="left" valign="top">Poland</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">228</td>
<td align="center" valign="top">Not reported</td>
<td align="center" valign="top">MBI-HSS</td>
<td align="left" valign="top">Overall prevalence: 74.9%<break/>EE: 64.5%<break/>DP: 37.0%<break/>PA: 43.1%</td>
<td align="left" valign="top">Increasing burnout:<break/><list list-type="bullet">
<list-item>
<p>bureaucracy and administrative duties overload</p>
</list-item>
<list-item>
<p>admissions of many patients</p>
</list-item>
<list-item>
<p>poor work culture</p>
</list-item>
<list-item>
<p>night/on-call duties</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Pius et al. (<xref ref-type="bibr" rid="ref89">89</xref>)</td>
<td align="center" valign="top">2023</td>
<td align="left" valign="top">Nigeria</td>
<td align="left" valign="top">Doctors</td>
<td align="center" valign="top">685</td>
<td align="center" valign="top">38.1%</td>
<td align="center" valign="top">CBI</td>
<td align="left" valign="top">PB:62.2%<break/>WB:52.2%<break/>P<sub>a</sub>B:27.5%</td>
<td align="left" valign="top">Increasing burnout:<break/><list list-type="bullet">
<list-item>
<p>female gender</p>
</list-item>
<list-item>
<p>less than 6&#x202F;years of work experience</p>
</list-item>
<list-item>
<p>working for at least 71&#x202F;h in a week</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Baptista et al. (<xref ref-type="bibr" rid="ref58">58</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Portugal</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">225</td>
<td align="center" valign="top">Not reported</td>
<td align="center" valign="top">CBI</td>
<td align="left" valign="top">PB: 65.9%<break/>WB:68.7%<break/>P<sub>a</sub>B: 54.7%</td>
<td align="left" valign="top">Increasing burnout:<break/><list list-type="bullet">
<list-item>
<p>higher levels of depression (PB, WB, PaB)<sup>&#x002A;</sup></p>
</list-item>
<list-item>
<p>higher anxiety levels (PB, WB)<sup>&#x002A;</sup></p>
</list-item>
<list-item>
<p>being female (PaB)<xref ref-type="table-fn" rid="tfn1"><sup>&#x002A;</sup></xref></p>
</list-item>
<list-item>
<p>having worked for 6 to15 years (PaB)<xref ref-type="table-fn" rid="tfn1"><sup>&#x002A;</sup></xref></p>
</list-item>
<list-item>
<p>reduction in monthly income inversely correlated with PaB<xref ref-type="table-fn" rid="tfn1"><sup>&#x002A;</sup></xref></p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Oluwadiya et al. (<xref ref-type="bibr" rid="ref90">90</xref>)</td>
<td align="center" valign="top">2023</td>
<td align="left" valign="top">Nigeria</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">256</td>
<td align="center" valign="top">60.5%</td>
<td align="center" valign="top">MBI-ES</td>
<td align="left" valign="top">Overall prevalence: 57.7%</td>
<td align="left" valign="top">Associated with burnout:<break/><list list-type="bullet">
<list-item>
<p>religion (Muslims) (EE)</p>
</list-item>
<list-item>
<p>geopolitical zone of practice (working in the north)-(EE)</p>
</list-item>
<list-item>
<p>enjoyment of academic writing (EE)</p>
</list-item>
<list-item>
<p>apathy toward teaching (EE)</p>
</list-item>
<list-item>
<p>university ownership number of published peer-reviewed articles (EE)</p>
</list-item>
<list-item>
<p>salary, and supplementary income (EE)</p>
</list-item>
<list-item>
<p>number of weeks spent teaching in a year (DP, PA)</p>
</list-item>
<list-item>
<p>teaching hours/week (DP, PA)</p>
</list-item>
</list></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>MBI, Maslach Burnout Inventory; MBI-HSS, Maslach Burnout Inventory-Human Services Survey; MBI-GS, Maslach Burnout Inventory-General Survey; MBI-ES, Maslach Burnout Inventory for Educators; aMBI, abbreviated-Maslach Burnout Inventory; CBI, Copenhagen Burnout Inventory; OLBI, Oldenburg Burnout Inventory; ProQol, Professional Quality of Life Scale; BMS, 10-Item Burnout Measure-Short version; BAT, Burnout Assessment Tool; Mini-Z, Mini-Z Burnout Assessment; WBI, Well-Being Index; PFI, Professional Fulfillment Index; PB, Personal-related Burnout; WB, work-related burnout; PaB, patient-related burnout; CB, client-related burnout; EE, emotional exhaustion; DP, depersonalization; PA, personal accomplishments; ID, interpersonal disengagement; PF, professional fulfillment; GP, General Practitioner; MP, Medical Personnel; OS, Other Specialties; PPE, Personal Protective Equipment.</p>
<fn id="tfn1">
<label>&#x002A;</label>
<p>Multivariable analysis.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec sec-type="results" id="sec11">
<label>3</label>
<title>Results</title>
<p>A total of 3,367 records were retrieved from the search (<xref ref-type="fig" rid="fig1">Figure 1</xref>). After removing 799 duplicates, 2,568 publications remained. Title and abstract screening further reduced this number to 196 publications for full-text review. Of these, 3 could not be retrieved, leaving 193 publications for review. Ultimately, 101 articles were excluded, resulting in 92 articles selected for data extraction.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>PRISMA flow diagram illustrating the selection process for relevant studies on the prevalence and correlates of burnout, depression, and anxiety among physicians and postgraduate medical trainees.</p>
</caption>
<graphic xlink:href="fpubh-13-1537108-g001.tif">
<alt-text content-type="machine-generated">Flowchart depicting the process of selecting studies for a review. Initially, 3,367 records were identified from databases, and 799 duplicates were removed. After screening 2,568 records, 2,372 were excluded, leaving 196 reports for retrieval. Of these, 3 were not retrieved, and 193 were assessed for eligibility. From those, 92 new studies were included in the review after excluding 101 for various reasons, such as wrong date or outcome.</alt-text>
</graphic>
</fig>
<sec id="sec12">
<label>3.1</label>
<title>Study characteristics</title>
<p>The articles reviewed included study designs such as cross-sectional, longitudinal, transverse, cohort and mixed methods. Of the 92 articles included in the review, 44 (47.8%) were published in 2021, 27 (29.3%) were published in 2022, 16 (17.4%) were published in 2023 and 5 (5.4%) were published in 2024. Among the studies, four were cohort studies (<xref ref-type="bibr" rid="ref43 ref44 ref45 ref46">43&#x2013;46</xref>), two used mixed methods (<xref ref-type="bibr" rid="ref47">47</xref>, <xref ref-type="bibr" rid="ref48">48</xref>), one was transverse (<xref ref-type="bibr" rid="ref49">49</xref>), one was longitudinal (<xref ref-type="bibr" rid="ref50">50</xref>), and the remaining 84 were cross-sectional. The sample sizes ranged from 120 to 11,570 for residents in training and from 51 to 55,000 for physicians/doctors. Out of the 92 studies, 50 focused solely on burnout, 10 addressed only depression, and 5 examined anxiety alone. Additionally, 12 studies investigated both anxiety and depression, 3 focused on burnout and depression, and 12 covered burnout, anxiety, and depression (as shown in <xref ref-type="fig" rid="fig2">Figure 2</xref>). Burnout was the most frequently assessed condition 70.65% (<italic>n</italic>&#x202F;=&#x202F;65), followed by depression 40.2% (<italic>n</italic>&#x202F;=&#x202F;37) and anxiety 29.3% (<italic>n</italic>&#x202F;=&#x202F;29). Response rates varied widely from 9.9 to 96.89%, with 22 studies not reporting response rates at all. Most of the studies were conducted in Asia, accounting for 42% (<italic>n</italic>&#x202F;=&#x202F;39), followed by North America at 20% (<italic>n</italic>&#x202F;=&#x202F;18), Europe at 18% (<italic>n</italic>&#x202F;=&#x202F;17), South America at 11% (<italic>n</italic>&#x202F;=&#x202F;10), and Africa at 9% (<italic>n</italic>&#x202F;=&#x202F;8) as illustrated in <xref ref-type="fig" rid="fig3">Figure 3</xref>. The target population in most studies was physicians 67.4% (<italic>n</italic>&#x202F;=&#x202F;62), followed by residents 27.2% (<italic>n</italic>&#x202F;=&#x202F;25), with 5.4% (<italic>n</italic>&#x202F;=&#x202F;5) targeting both physicians and residents.</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Number of articles reporting burnout, anxiety, depression or combinations of these conditions.</p>
</caption>
<graphic xlink:href="fpubh-13-1537108-g002.tif">
<alt-text content-type="machine-generated">Horizontal bar chart showing the number of articles reporting burnout, anxiety, depression, and combinations. Burnout alone had the highest number of articles (n = 50), followed by Anxiety and Depression, and all three conditions&#x2014;Burnout, Anxiety, and Depression, each with 12 articles. Fewer articles focused solely on Depression, Burnout and Depression, or Anxiety alone.</alt-text>
</graphic>
</fig>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Summary of studies by continents.</p>
</caption>
<graphic xlink:href="fpubh-13-1537108-g003.tif">
<alt-text content-type="machine-generated">Pie chart titled "Summary of Studies by Continents" showing the distribution of studies: Asia 42%, North America 20%, Europe 18%, South America 11%, and Africa 9%.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec13">
<label>3.2</label>
<title>Prevalence of burnout</title>
<p>Sixty-five (70.7%) of the included studies addressed burnout (<xref ref-type="table" rid="tab1">Table 1</xref>). Out of these, 76.9% (50 out of 65) focused solely on burnout (<xref ref-type="bibr" rid="ref45 ref46 ref47 ref48">45&#x2013;48</xref>, <xref ref-type="bibr" rid="ref50 ref51 ref52 ref53 ref54 ref55 ref56 ref57 ref58 ref59 ref60 ref61 ref62 ref63 ref64 ref65 ref66 ref67 ref68 ref69 ref70 ref71 ref72 ref73 ref74 ref75 ref76 ref77 ref78 ref79 ref80 ref81 ref82 ref83 ref84 ref85 ref86 ref87 ref88 ref89 ref90 ref91 ref92 ref93 ref94 ref95">50&#x2013;95</xref>), 4.6% (3 studies) assessed both burnout and depression (<xref ref-type="bibr" rid="ref44">44</xref>, <xref ref-type="bibr" rid="ref96">96</xref>, <xref ref-type="bibr" rid="ref97">97</xref>), and 18.5% (12 studies) examined burnout together with depression, and anxiety (<xref ref-type="bibr" rid="ref98 ref99 ref100 ref101 ref102 ref103 ref104 ref105 ref106 ref107 ref108 ref109">98&#x2013;109</xref>). Of the 65 studies on burnout, 26.2% (<italic>n</italic>&#x202F;=&#x202F;17) sampled residents, 7.7% (<italic>n</italic>&#x202F;=&#x202F;5) sampled both residents and physicians, while the remainder 66.2% (<italic>n</italic>&#x202F;=&#x202F;43) focused on physicians. Most surveys (<italic>n</italic>&#x202F;=&#x202F;45) used the MBI or a variation of it, and researchers presented the outcomes in different ways (<xref ref-type="table" rid="tab1">Table 1</xref>). Although the majority of studies used the MBI tool, the criteria for classifying &#x2018;overall burnout&#x2019; varied. Some studies defined burnout as having at least one of the following: high levels of emotional exhaustion, high depersonalization, or low personal accomplishment (<xref ref-type="bibr" rid="ref79">79</xref>, <xref ref-type="bibr" rid="ref82">82</xref>, <xref ref-type="bibr" rid="ref84">84</xref>). Others required high levels in all three constructs simultaneously (<xref ref-type="bibr" rid="ref71">71</xref>). Other tools included the Copenhagen Burnout Inventory (CBI) (<xref ref-type="bibr" rid="ref51">51</xref>, <xref ref-type="bibr" rid="ref58">58</xref>, <xref ref-type="bibr" rid="ref61">61</xref>, <xref ref-type="bibr" rid="ref66">66</xref>, <xref ref-type="bibr" rid="ref72">72</xref>, <xref ref-type="bibr" rid="ref76">76</xref>, <xref ref-type="bibr" rid="ref89">89</xref>, <xref ref-type="bibr" rid="ref94">94</xref>, <xref ref-type="bibr" rid="ref96">96</xref>, <xref ref-type="bibr" rid="ref109">109</xref>), Oldenburg Burnout Inventory (OLBI) (<xref ref-type="bibr" rid="ref87">87</xref>, <xref ref-type="bibr" rid="ref106">106</xref>), and the Mini-Z Burnout Assessment (<xref ref-type="bibr" rid="ref62">62</xref>, <xref ref-type="bibr" rid="ref104">104</xref>). Single-study tools included the Burnout Assessment Tool (<xref ref-type="bibr" rid="ref44">44</xref>), Burnout Measure-Short Version (<xref ref-type="bibr" rid="ref48">48</xref>), Professional Fulfillment Index (<xref ref-type="bibr" rid="ref59">59</xref>), Well-Being Index (<xref ref-type="bibr" rid="ref55">55</xref>), and Professional Quality of Life Scale (<xref ref-type="bibr" rid="ref46">46</xref>). One study used a single-item, non-proprietary validated burnout measure developed by Schmoldt and colleagues (<xref ref-type="bibr" rid="ref80">80</xref>). Nearly all studies reported the overall prevalence of burnout, which ranged from 4.7% (<xref ref-type="bibr" rid="ref44">44</xref>) to 94% (<xref ref-type="bibr" rid="ref63">63</xref>). For residents, the prevalence ranged from 18.3% (<xref ref-type="bibr" rid="ref71">71</xref>) to 94% (<xref ref-type="bibr" rid="ref63">63</xref>), while for physicians, it ranged from 4.7% (<xref ref-type="bibr" rid="ref44">44</xref>) to 90.1% (<xref ref-type="bibr" rid="ref61">61</xref>). Burnout prevalence was generally higher among females compared to males, except for two studies which reported the opposite (<xref ref-type="bibr" rid="ref82">82</xref>, <xref ref-type="bibr" rid="ref102">102</xref>). Most of the included studies (<italic>n</italic>&#x202F;=&#x202F;63/65) identified factors associated with burnout among physicians and residents, while the remaining two papers reported only the prevalence of burnout (<xref ref-type="bibr" rid="ref84">84</xref>, <xref ref-type="bibr" rid="ref107">107</xref>).</p>
</sec>
<sec id="sec14">
<label>3.3</label>
<title>Prevalence of depression</title>
<p>A total of 37 studies reported the prevalence of depression among physicians or residents in training (<xref ref-type="table" rid="tab2">Table 2</xref>). Of these, 27% (10 studies) focused solely on depression, 32.4% (12 studies) examined both depression and anxiety, 8.1% (3 studies) looked at depression and burnout, and another 32.4% (12 studies) assessed depression in combination with both burnout and anxiety. Among these studies, 32.4% (12 studies) sampled residents, 5.4% (2 studies) sampled both residents and physicians, and 62.2% (23 studies) focused exclusively on physicians. The study samples varied, as did the tools used to measure depression. The most frequently used tool was the Patient Health Questionnaire, employed in 54.1% (20 studies) of the studies (<xref ref-type="bibr" rid="ref43">43</xref>, <xref ref-type="bibr" rid="ref96">96</xref>, <xref ref-type="bibr" rid="ref98">98</xref>, <xref ref-type="bibr" rid="ref100">100</xref>, <xref ref-type="bibr" rid="ref102">102</xref>, <xref ref-type="bibr" rid="ref104 ref105 ref106 ref107">104&#x2013;107</xref>, <xref ref-type="bibr" rid="ref110 ref111 ref112 ref113 ref114 ref115 ref116 ref117 ref118 ref119 ref120">110&#x2013;120</xref>). Other tools included the Depression Anxiety Stress Scale (DASS), used in 16.2% (6 studies) (<xref ref-type="bibr" rid="ref101">101</xref>, <xref ref-type="bibr" rid="ref103">103</xref>, <xref ref-type="bibr" rid="ref109">109</xref>, <xref ref-type="bibr" rid="ref121 ref122 ref123">121&#x2013;123</xref>), the Hospital Anxiety Depression Scale (HADS), used in 13.5% (5 studies) (<xref ref-type="bibr" rid="ref99">99</xref>, <xref ref-type="bibr" rid="ref108">108</xref>, <xref ref-type="bibr" rid="ref124 ref125 ref126">124&#x2013;126</xref>), and the Center for Epidemiological Studies Depression scale (CESD), used in 5.4% (2 studies) (<xref ref-type="bibr" rid="ref3">3</xref>, <xref ref-type="bibr" rid="ref127">127</xref>). Single-study tools included the Self-Rating Depression Scale (SDS) (<xref ref-type="bibr" rid="ref128">128</xref>), Symptom Checklist-Core Depression (SCL-CD) (<xref ref-type="bibr" rid="ref44">44</xref>), General Health Questionnaire (GHQ) (<xref ref-type="bibr" rid="ref129">129</xref>), and Primary Care Evaluation of Mental Disorders (PRIME-MD) (<xref ref-type="bibr" rid="ref97">97</xref>). The overall prevalence of depression varied widely, ranging from 4.8% (<xref ref-type="bibr" rid="ref44">44</xref>) to 66.5% (<xref ref-type="bibr" rid="ref109">109</xref>) among physicians, and from 7.7% (<xref ref-type="bibr" rid="ref111">111</xref>) to 93% (<xref ref-type="bibr" rid="ref119">119</xref>) among residents in training (<xref ref-type="table" rid="tab2">Table 2</xref>). Depression prevalence was generally higher among females compared to males. Most of the studies (<italic>n</italic>&#x202F;=&#x202F;33) explored factors associated with depression, while the remaining four studies focused solely on prevalence.</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Prevalence and correlates of depression among Physicians and postgraduate medical trainees in studies conducted from 2021 to 2024.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Author&#x2019;s name</th>
<th align="center" valign="top">Year of publication</th>
<th align="left" valign="top">Country study was conducted</th>
<th align="left" valign="top">Study population</th>
<th align="center" valign="top">Sample size</th>
<th align="center" valign="top">Response rate</th>
<th align="left" valign="top">Tool for measuring burnout</th>
<th align="center" valign="top">Prevalence of depression level(s)</th>
<th align="left" valign="top">Associated factors</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Appiani et al. (<xref ref-type="bibr" rid="ref99">99</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Argentina</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">440</td>
<td align="center" valign="top">55%</td>
<td align="left" valign="top">HADS</td>
<td align="center" valign="top">21.9%</td>
<td align="left" valign="top">Increasing depression:<break/><list list-type="bullet">
<list-item>
<p>transient SARS-CoV-2-like symptoms</p>
</list-item>
<list-item>
<p>taking anxiolytics</p>
</list-item>
<list-item>
<p>working 24-h shifts at the emergency department</p>
</list-item>
<list-item>
<p>physicians with less seniority</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Jaulin et al. (<xref ref-type="bibr" rid="ref124">124</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">France</td>
<td align="left" valign="top">Residents</td>
<td align="center" valign="top">2,302</td>
<td align="center" valign="top">22.5%</td>
<td align="left" valign="top">HADS</td>
<td align="center" valign="top">7.8%</td>
<td align="left" valign="top">Increasing depression:<break/><list list-type="bullet">
<list-item>
<p>female gender</p>
</list-item>
<list-item>
<p>working time (volume of hours worked above 60&#x202F;h per week)</p>
</list-item>
<list-item>
<p>on-going training in intensive care</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Ouazzani Housni Touhami et al. (<xref ref-type="bibr" rid="ref110">110</xref>)</td>
<td align="center" valign="top">2023</td>
<td align="left" valign="top">Morocco</td>
<td align="left" valign="top">Doctors</td>
<td align="center" valign="top">1,267</td>
<td align="center" valign="top">63.3%</td>
<td align="left" valign="top">PHQ-9</td>
<td align="center" valign="top">31.5%</td>
<td align="left" valign="top">Increasing depression:<break/><list list-type="bullet">
<list-item>
<p>working in primary and secondary hospitals<xref ref-type="table-fn" rid="tfn2"><sup>&#x002A;</sup></xref></p>
</list-item>
<list-item>
<p>moderate and high, stress perceptions<xref ref-type="table-fn" rid="tfn2"><sup>&#x002A;</sup></xref></p>
</list-item>
<list-item>
<p>chronic physical illness<xref ref-type="table-fn" rid="tfn2"><sup>&#x002A;</sup></xref></p>
</list-item>
<list-item>
<p>family</p>
</list-item>
<list-item>
<p>history of psychiatric disorder<xref ref-type="table-fn" rid="tfn2"><sup>&#x002A;</sup></xref></p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Hain et al. (<xref ref-type="bibr" rid="ref100">100</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">South Africa (SA)</td>
<td align="left" valign="top">Doctors</td>
<td align="center" valign="top">213</td>
<td align="center" valign="top">45%</td>
<td align="left" valign="top">PHQ-9</td>
<td align="center" valign="top">35.6%</td>
<td align="left" valign="top">Associated with depression:<break/><list list-type="bullet">
<list-item>
<p>doctors planning on leaving the public sector within the next 2&#x202F;years</p>
</list-item>
<list-item>
<p>country of qualification, with SA-qualified doctors reporting higher rates.</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Crudden et al. (<xref ref-type="bibr" rid="ref101">101</xref>)</td>
<td align="center" valign="top">2023</td>
<td align="left" valign="top">Ireland</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">2,160</td>
<td align="center" valign="top">21.9%</td>
<td align="left" valign="top">DASS</td>
<td align="center" valign="top">25.8%</td>
<td align="left" valign="top">Increasing depression:<break/><list list-type="bullet">
<list-item>
<p>high levels of emotional exhaustion</p>
</list-item>
<list-item>
<p>higher clinical workload</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">de M&#x00E9;lo Silva J&#x00FA;nior et al. (<xref ref-type="bibr" rid="ref102">102</xref>)</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Brazil</td>
<td align="left" valign="top">Residents</td>
<td align="center" valign="top">1,989</td>
<td align="center" valign="top">71.4%</td>
<td align="left" valign="top">PHQ-4</td>
<td align="center" valign="top">46.9%</td>
<td align="left" valign="top">Associated with depression:<break/><list list-type="bullet">
<list-item>
<p>female sex</p>
</list-item>
<list-item>
<p>longer duty hours</p>
</list-item>
<list-item>
<p>absence of day off</p>
</list-item>
<list-item>
<p>poor learning perception</p>
</list-item>
<list-item>
<p>poor feeling about the residency program</p>
</list-item>
<list-item>
<p>overall occurrence of psychological abuse</p>
</list-item>
<list-item>
<p>anxiety</p>
</list-item>
<list-item>
<p>diurnal somnolence and burnout</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Alwashmi et al. (<xref ref-type="bibr" rid="ref103">103</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Saudi Arabia</td>
<td align="left" valign="top">Physicians (psychiatrist)</td>
<td align="center" valign="top">101</td>
<td align="center" valign="top">Not reported</td>
<td align="left" valign="top">DASS-21</td>
<td align="center" valign="top">6.9%</td>
<td align="left" valign="top">No significant influence on depression</td>
</tr>
<tr>
<td align="left" valign="top">Carlson et al. (<xref ref-type="bibr" rid="ref98">98</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">USA</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">186</td>
<td align="center" valign="top">56%</td>
<td align="left" valign="top">PHQ-2</td>
<td align="center" valign="top">8%</td>
<td align="left" valign="top">No information provided</td>
</tr>
<tr>
<td align="left" valign="top">Steil et al. (<xref ref-type="bibr" rid="ref106">106</xref>)</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Brazil</td>
<td align="left" valign="top">Residents</td>
<td align="center" valign="top">3,071</td>
<td align="center" valign="top">10%</td>
<td align="left" valign="top">PHQ-9</td>
<td align="center" valign="top">67.7%</td>
<td align="left" valign="top">Increasing depression:<break/><list list-type="bullet">
<list-item>
<p>being a woman</p>
</list-item>
<list-item>
<p>avoidance of seeing patients with confirmed or suspected cases of COVID-19</p>
</list-item>
<list-item>
<p>working in a wing with a high risk of Contamination</p>
</list-item>
<list-item>
<p>the belief that personal protection equipment is not efficacious</p>
</list-item>
<list-item>
<p>fear of getting COVID-19 and transmitting it to significant</p>
</list-item>
</list>Others<break/><list list-type="bullet">
<list-item>
<p>having personal relationships impaired since the pandemic</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">de M&#x00E9;lo Silva J&#x00FA;nior et al. (<xref ref-type="bibr" rid="ref107">107</xref>)</td>
<td align="center" valign="top">2023</td>
<td align="left" valign="top">Brazil</td>
<td align="left" valign="top">Physician residents</td>
<td align="center" valign="top">First cohort(pre-COVID): 524<break/>Second cohort (pandemic group): 419</td>
<td align="center" valign="top">Not reported</td>
<td align="left" valign="top">PHQ-2</td>
<td align="center" valign="top">-pre-COVID cohort: 46.0%<break/>-pandemic cohort: 58.8%</td>
<td align="left" valign="top">No information provided</td>
</tr>
<tr>
<td align="left" valign="top">Pogosova et al. (<xref ref-type="bibr" rid="ref108">108</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Russia</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">108</td>
<td align="center" valign="top">Not reported</td>
<td align="left" valign="top">HADS</td>
<td align="center" valign="top">22.7%</td>
<td align="left" valign="top">Increasing depression:<break/><list list-type="bullet">
<list-item>
<p>being a male physician</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Rahimaldeen et al. (<xref ref-type="bibr" rid="ref109">109</xref>),</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Saudi Arabia</td>
<td align="left" valign="top">Physicians (pediatricians)</td>
<td align="center" valign="top">386</td>
<td align="center" valign="top">65%</td>
<td align="left" valign="top">DASS-21</td>
<td align="center" valign="top">66.5%</td>
<td align="left" valign="top">Increasing depression:<break/><list list-type="bullet">
<list-item>
<p>female gender</p>
</list-item>
<list-item>
<p>being junior pediatrician</p>
</list-item>
<list-item>
<p>being younger pediatricians</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Kuriyama et al. (<xref ref-type="bibr" rid="ref104">104</xref>)</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Japan</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">1,173</td>
<td align="center" valign="top">18.2%</td>
<td align="left" valign="top">PHQ-9</td>
<td align="center" valign="top">15.4%</td>
<td align="left" valign="top">No information provided</td>
</tr>
<tr>
<td align="left" valign="top">Hasan et al. (<xref ref-type="bibr" rid="ref125">125</xref>)</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Bangladesh</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">442</td>
<td align="center" valign="top">93.2%</td>
<td align="left" valign="top">HADS</td>
<td align="center" valign="top">48.5%</td>
<td align="left" valign="top">Increasing depression:<break/><list list-type="bullet">
<list-item>
<p>being female</p>
</list-item>
<list-item>
<p>physicians who had experienced COVID-19 like symptoms during the pandemic</p>
</list-item>
<list-item>
<p>those who had not received incentives</p>
</list-item>
<list-item>
<p>those who used self-funded personal protective equipment (PPE)</p>
</list-item>
<list-item>
<p>not received adequate training</p>
</list-item>
<list-item>
<p>lacking perceived self-efficacy to manage COVID-19 positive patients</p>
</list-item>
<list-item>
<p>greater perceived stress of being infected fear of getting assaulted/humiliated</p>
</list-item>
<list-item>
<p>being more connected with social media</p>
</list-item>
<list-item>
<p>having lower income levels to support the family feeling more agitated</p>
</list-item>
<list-item>
<p>less than 2&#x202F;h of leisure activity per day</p>
</list-item>
<list-item>
<p>short sleep duration.</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Rahman et al. (<xref ref-type="bibr" rid="ref123">123</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Bangladesh</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">395</td>
<td align="center" valign="top">Not reported</td>
<td align="left" valign="top">DASS-21</td>
<td align="center" valign="top">55.3%</td>
<td align="left" valign="top">Increasing depression:<break/><list list-type="bullet">
<list-item>
<p>being a male physician</p>
</list-item>
<list-item>
<p>age (physicians less than or equal to 27&#x202F;years) &#x002A;</p>
</list-item>
<list-item>
<p>physicians with previous history of mental health issues</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Carneiro Monteiro et al. (<xref ref-type="bibr" rid="ref105">105</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Brazil</td>
<td align="left" valign="top">Psychiatry residents</td>
<td align="center" valign="top">185</td>
<td align="center" valign="top">62%</td>
<td align="left" valign="top">PHQ-2</td>
<td align="center" valign="top">16.5%</td>
<td align="left" valign="top">No information provided</td>
</tr>
<tr>
<td align="left" valign="top">Debnath et al. (<xref ref-type="bibr" rid="ref122">122</xref>)</td>
<td align="center" valign="top">2023</td>
<td align="left" valign="top">Bangladesh</td>
<td align="left" valign="top">Trainee physicians</td>
<td align="center" valign="top">130</td>
<td align="center" valign="top">83%</td>
<td align="left" valign="top">DASS-21</td>
<td align="center" valign="top">53.7%</td>
<td align="left" valign="top">Associated with depression:<break/><list list-type="bullet">
<list-item>
<p>not receiving mental health counseling during the pandemic</p>
</list-item>
<list-item>
<p>anxiety</p>
</list-item>
<list-item>
<p>stress</p>
</list-item>
<list-item>
<p>loneliness</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Pitanupong et al. (<xref ref-type="bibr" rid="ref111">111</xref>)</td>
<td align="center" valign="top">2024</td>
<td align="left" valign="top">Thailand</td>
<td align="left" valign="top">Psychiatrists/psychiatry trainees</td>
<td align="center" valign="top">622</td>
<td align="center" valign="top">36.2%</td>
<td align="left" valign="top">PHQ-9</td>
<td align="center" valign="top">Overall prevalence: 12.4%<break/>Psychiatrists: 13.9%<break/>Psychiatry trainees: 7.7%</td>
<td align="left" valign="top">Depression in Psychiatrists was associated with:<break/><list list-type="bullet">
<list-item>
<p>loneliness</p>
</list-item>
<list-item>
<p>perceived levels of work satisfaction</p>
</list-item>
<list-item>
<p>work stress</p>
</list-item>
<list-item>
<p>Depression in Psychiatry trainees was associated with:</p>
</list-item>
<list-item>
<p>loneliness</p>
</list-item>
<list-item>
<p>perceived level of ability to control work schedule.</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Ji et al. (<xref ref-type="bibr" rid="ref129">129</xref>)</td>
<td align="center" valign="top">2023</td>
<td align="left" valign="top">China</td>
<td align="left" valign="top">Doctors</td>
<td align="center" valign="top">750</td>
<td align="center" valign="top">94%</td>
<td align="left" valign="top">GHQ-12</td>
<td align="center" valign="top">40.85%</td>
<td align="left" valign="top">Associated with depression:<break/><list list-type="bullet">
<list-item>
<p>interaction of long working hours</p>
</list-item>
<list-item>
<p>effort-reward imbalance</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Chen et al. (<xref ref-type="bibr" rid="ref43">43</xref>)</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">China &#x0026; USA</td>
<td align="left" valign="top">Resident physicians</td>
<td align="center" valign="top">China: 3,666<break/>USA: 14,723</td>
<td align="center" valign="top">China: 45%<break/>USA: 56%</td>
<td align="left" valign="top">PHQ-9</td>
<td align="center" valign="top">Overall prevalence:<break/>China&#x2014;35.1%<break/>USA&#x2014;34.9%</td>
<td align="left" valign="top">Associated with depression (USA):<break/><list list-type="bullet">
<list-item>
<p>neuroticism</p>
</list-item>
<list-item>
<p>early family environment</p>
</list-item>
<list-item>
<p>female gender</p>
</list-item>
<list-item>
<p>not being coupled</p>
</list-item>
<list-item>
<p>long duty hours</p>
</list-item>
<list-item>
<p>reduced sleep duration</p>
</list-item>
<list-item>
<p>Associated with depression (China):</p>
</list-item>
<list-item>
<p>young age</p>
</list-item>
<list-item>
<p>long duty hours</p>
</list-item>
<list-item>
<p>reduced sleep duration</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Ng et al. (<xref ref-type="bibr" rid="ref112">112</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Hong Kong</td>
<td align="left" valign="top">Doctors</td>
<td align="center" valign="top">1,607</td>
<td align="center" valign="top">393 (24.4%)</td>
<td align="left" valign="top">PHQ-9</td>
<td align="center" valign="top">16.0%</td>
<td align="left" valign="top">Increasing depression:<break/><list list-type="bullet">
<list-item>
<p>sleeping fewer hours per night</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Chen et al. (<xref ref-type="bibr" rid="ref3">3</xref>)</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">China</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">15,455</td>
<td align="center" valign="top">Not reported</td>
<td align="left" valign="top">CESD-20</td>
<td align="center" valign="top">35.59%</td>
<td align="left" valign="top">Increasing depression:<break/><list list-type="bullet">
<list-item>
<p>female physician<xref ref-type="table-fn" rid="tfn2"><sup>&#x002A;</sup></xref></p>
</list-item>
<list-item>
<p>younger age<xref ref-type="table-fn" rid="tfn2"><sup>&#x002A;</sup></xref></p>
</list-item>
<list-item>
<p>unmarried<xref ref-type="table-fn" rid="tfn2"><sup>&#x002A;</sup></xref></p>
</list-item>
<list-item>
<p>smokers<xref ref-type="table-fn" rid="tfn2"><sup>&#x002A;</sup></xref></p>
</list-item>
<list-item>
<p>having a low salary<xref ref-type="table-fn" rid="tfn2"><sup>&#x002A;</sup></xref></p>
</list-item>
<list-item>
<p>higher education level<xref ref-type="table-fn" rid="tfn2"><sup>&#x002A;</sup></xref></p>
</list-item>
<list-item>
<p>long working tenure<xref ref-type="table-fn" rid="tfn2"><sup>&#x002A;</sup></xref></p>
</list-item>
<list-item>
<p>poor health status and sleep quality<xref ref-type="table-fn" rid="tfn2"><sup>&#x002A;</sup></xref></p>
</list-item>
<list-item>
<p>history of hypertension and coronary heart disease<xref ref-type="table-fn" rid="tfn2"><sup>&#x002A;</sup></xref></p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Fu et al. (<xref ref-type="bibr" rid="ref127">127</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">China</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">677</td>
<td align="center" valign="top">96.89%</td>
<td align="left" valign="top">CESD-10</td>
<td align="center" valign="top">42.3%</td>
<td align="left" valign="top">Increasing depression (both male and female physicians):<break/><list list-type="bullet">
<list-item>
<p>lower subjective support score</p>
</list-item>
<list-item>
<p>lower objective support score</p>
</list-item>
<list-item>
<p>Increasing depression (only male physicians):</p>
</list-item>
<list-item>
<p>lower support utilization score</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Nair et al. (<xref ref-type="bibr" rid="ref113">113</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Malaysia</td>
<td align="left" valign="top">Residents</td>
<td align="center" valign="top">Estimated to be 448</td>
<td align="center" valign="top">Estimated to be around 50%</td>
<td align="left" valign="top">PHQ-9</td>
<td align="center" valign="top">25.1%</td>
<td align="left" valign="top">Increasing depression:<break/><list list-type="bullet">
<list-item>
<p>longer working hours</p>
</list-item>
<list-item>
<p>missing meals at work</p>
</list-item>
<list-item>
<p>being a resident in the department of surgery and department anaesthesia</p>
</list-item>
<list-item>
<p>Decreasing depression:</p>
</list-item>
<list-item>
<p>Protected study time</p>
</list-item>
<list-item>
<p>having CMEs/lectures</p>
</list-item>
<list-item>
<p>leisure or hobby</p>
</list-item>
<list-item>
<p>exercise</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Khatun et al. (<xref ref-type="bibr" rid="ref114">114</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Bangladesh</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">114</td>
<td align="center" valign="top">Not reported</td>
<td align="left" valign="top">PHQ-9</td>
<td align="center" valign="top">34.2%</td>
<td align="left" valign="top">Increasing depression:<break/><list list-type="bullet">
<list-item>
<p>being a female&#x002A;</p>
</list-item>
<list-item>
<p>unmarried/divorced/widowed/separated physicians<xref ref-type="table-fn" rid="tfn2"><sup>&#x002A;</sup></xref></p>
</list-item>
<list-item>
<p>younger physicians (&#x003C;35&#x202F;years) <sup>&#x002A;</sup></p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Sharp et al. (<xref ref-type="bibr" rid="ref97">97</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">USA</td>
<td align="left" valign="top">Fellows</td>
<td align="center" valign="top">976</td>
<td align="center" valign="top">51%</td>
<td align="left" valign="top">PRIME-MD</td>
<td align="center" valign="top">41%</td>
<td align="left" valign="top">Increasing depression:<break/><list list-type="bullet">
<list-item>
<p>financial concern<xref ref-type="table-fn" rid="tfn2"><sup>&#x002A;</sup></xref></p>
</list-item>
<list-item>
<p>working more than 70</p>
</list-item>
<list-item>
<p>hours in an average clinical week<xref ref-type="table-fn" rid="tfn2"><sup>&#x002A;</sup></xref></p>
</list-item>
<list-item>
<p>the burdens of electronic health record (EHR) documentation<xref ref-type="table-fn" rid="tfn2"><sup>&#x002A;</sup></xref></p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Abu-Elenin (<xref ref-type="bibr" rid="ref115">115</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Egypt</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">254</td>
<td align="center" valign="top">93.36%</td>
<td align="left" valign="top">PHQ-9</td>
<td align="center" valign="top">43.8%</td>
<td align="left" valign="top">Associated with depression:<break/><list list-type="bullet">
<list-item>
<p>poor sleep quality</p>
</list-item>
<list-item>
<p>being a resident physician</p>
</list-item>
<list-item>
<p>disrupted social life</p>
</list-item>
<list-item>
<p>stigma exposure due to COVID-19</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Hagqvist et al. (<xref ref-type="bibr" rid="ref44">44</xref>)</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Sweden</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">6,699</td>
<td align="center" valign="top">41%</td>
<td align="left" valign="top">SCL-CD6</td>
<td align="center" valign="top">4.8%</td>
<td align="left" valign="top">Increasing depression:<break/><list list-type="bullet">
<list-item>
<p>being female physicians</p>
</list-item>
<list-item>
<p>being junior physicians</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">He et al. (<xref ref-type="bibr" rid="ref128">128</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">China</td>
<td align="left" valign="top">Doctors</td>
<td align="center" valign="top">1,521</td>
<td align="center" valign="top">Not reported</td>
<td align="left" valign="top">SDS</td>
<td align="center" valign="top">16.9%</td>
<td align="left" valign="top">Increasing depression:<break/><list list-type="bullet">
<list-item>
<p>female sex<xref ref-type="table-fn" rid="tfn2"><sup>&#x002A;</sup></xref></p>
</list-item>
<list-item>
<p>having a minor child<xref ref-type="table-fn" rid="tfn2"><sup>&#x002A;</sup></xref></p>
</list-item>
<list-item>
<p>Decreasing depression:</p>
</list-item>
<list-item>
<p>older age<xref ref-type="table-fn" rid="tfn2"><sup>&#x002A;</sup></xref></p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Jarad et al. (<xref ref-type="bibr" rid="ref116">116</xref>)</td>
<td align="center" valign="top">2023</td>
<td align="left" valign="top">Saudi Arabia</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">917</td>
<td align="center" valign="top">48%</td>
<td align="left" valign="top">PHQ-9</td>
<td align="center" valign="top">45.7%</td>
<td align="left" valign="top">Associated with depression:<break/><list list-type="bullet">
<list-item>
<p>physicians aged 25&#x2013;30&#x202F;years</p>
</list-item>
<list-item>
<p>females</p>
</list-item>
<list-item>
<p>residents</p>
</list-item>
<list-item>
<p>physicians who expressed self-perceived reduction in work quality</p>
</list-item>
</list>Independent predictors of depression:<break/><list list-type="bullet">
<list-item>
<p>female gender<xref ref-type="table-fn" rid="tfn2"><sup>&#x002A;</sup></xref></p>
</list-item>
<list-item>
<p>self-perceived reduction in work quality<xref ref-type="table-fn" rid="tfn2"><sup>&#x002A;</sup></xref></p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Bai et al. (<xref ref-type="bibr" rid="ref117">117</xref>)</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">China</td>
<td align="left" valign="top">Residents</td>
<td align="center" valign="top">1,533</td>
<td align="center" valign="top">86.48%</td>
<td align="left" valign="top">PHQ-9</td>
<td align="center" valign="top">Overall prevalence: 44.9%<break/>Moderate/severe symptoms: 12.9%</td>
<td align="left" valign="top">Increasing depression:<break/><list list-type="bullet">
<list-item>
<p>poor sleep quality</p>
</list-item>
<list-item>
<p>lower optimism of psychological capital</p>
</list-item>
<list-item>
<p>higher depersonalization</p>
</list-item>
<list-item>
<p>reduced personal accomplishment</p>
</list-item>
<list-item>
<p>inappropriate</p>
</list-item>
<list-item>
<p>working duration weekly</p>
</list-item>
<list-item>
<p>higher emotional exhaustion</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Quintana-Domeque et al. (<xref ref-type="bibr" rid="ref118">118</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Catalonia (Spain), Italy and UK</td>
<td align="left" valign="top">Doctors</td>
<td align="center" valign="top">55,000</td>
<td align="center" valign="top">First round (June 2020): 3,025 (5.5%)<break/>Second round (Nov/Dec 2020): 2,250 (4.1%)</td>
<td align="left" valign="top">PHQ-9</td>
<td align="center" valign="top">Overall prevalence:<break/>Catalonia:<break/>June 2020&#x2013;17.4%, Nov/Dec 2020&#x2013;15.9%<break/>Italy: June 2020&#x2013;20.1%, Nov/Dec 2020&#x2013;21.7%<break/>UK-: June 2020&#x2013;13.7%, Nov/Dec 2020&#x2013;20.0%</td>
<td align="left" valign="top">Increasing depression:<break/><list list-type="bullet">
<list-item>
<p>being a women</p>
</list-item>
<list-item>
<p>individuals below 60&#x202F;years old</p>
</list-item>
<list-item>
<p>feeling vulnerable/exposed at work</p>
</list-item>
<list-item>
<p>reporting normal/below-normal health.</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Kwan et al. (<xref ref-type="bibr" rid="ref96">96</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Hong Kong</td>
<td align="left" valign="top">Doctor/residents</td>
<td align="center" valign="top">2,879</td>
<td align="center" valign="top">Doctors-284 (9.9%)<break/>Residents-in-training-not reported</td>
<td align="left" valign="top">PHQ-9</td>
<td align="center" valign="top">21%</td>
<td align="left" valign="top">Positively associated with depression:<break/><list list-type="bullet">
<list-item>
<p>number of working hour(s) per week</p>
</list-item>
<list-item>
<p>Negatively associated with depression:</p>
</list-item>
<list-item>
<p>Doctors who completed a project-based learning curriculum during undergraduate studies</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Hameed et al. (<xref ref-type="bibr" rid="ref119">119</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Saudi Arabia</td>
<td align="left" valign="top">Residents</td>
<td align="center" valign="top">425</td>
<td align="center" valign="top">42.6%</td>
<td align="left" valign="top">PHQ-2</td>
<td align="center" valign="top">93%</td>
<td align="left" valign="top">Associated with depression:<break/><list list-type="bullet">
<list-item>
<p>excessive sleepiness</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Elghazally et al. (<xref ref-type="bibr" rid="ref120">120</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Egypt</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">2,331</td>
<td align="center" valign="top">Not reported</td>
<td align="left" valign="top">PHQ-9</td>
<td align="center" valign="top">Mild depression:<break/>Group 1&#x2013;31.2%<break/>Group 2&#x2013;32.9%<break/>Severe depression:<break/>Group 1&#x2013;5.1%<break/>Group 2&#x2013;14.6%</td>
<td align="left" valign="top">Increasing depression:<break/><list list-type="bullet">
<list-item>
<p>females</p>
</list-item>
<list-item>
<p>younger age groups</p>
</list-item>
<list-item>
<p>divorced or widowed</p>
</list-item>
<list-item>
<p>frontline physicians &#x2212;1&#x2013;5&#x202F;years of work experience</p>
</list-item>
<list-item>
<p>specialty jobs</p>
</list-item>
<list-item>
<p>contact with patients with COVID-19</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Sarkar et al. (<xref ref-type="bibr" rid="ref126">126</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Bangladesh</td>
<td align="left" valign="top">Physicians (gastroenterologists)</td>
<td align="center" valign="top">166</td>
<td align="center" valign="top">37.9%</td>
<td align="left" valign="top">HADS</td>
<td align="center" valign="top">20.7%</td>
<td align="left" valign="top">Depression was more common in:<break/><list list-type="bullet">
<list-item>
<p>gastroenterologists of older (41-50-years) age group</p>
</list-item>
<list-item>
<p>doing government service</p>
</list-item>
<list-item>
<p>service length &#x2264; 15&#x202F;years</p>
</list-item>
<list-item>
<p>working as specialist</p>
</list-item>
<list-item>
<p>less than or equal to 10&#x202F;years</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Varela et al. (<xref ref-type="bibr" rid="ref121">121</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Venezuelan</td>
<td align="left" valign="top">Residents</td>
<td align="center" valign="top">120</td>
<td align="center" valign="top">Not reported</td>
<td align="left" valign="top">DASS-21</td>
<td align="center" valign="top">11.7%</td>
<td align="left" valign="top">Associated with depression:<break/><list list-type="bullet">
<list-item>
<p>marital status (married and divorced residents)</p>
</list-item>
</list></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>HADS, Hospital Anxiety and Depression Scale; PHQ-9, Patient Health Questionnaire-9; PHQ-4, Patient Health Questionnaire-4; DASS, Depressive Anxiety Stress Scale; GHQ-12, General Health Questionnaire-12; CES-D, Center for Epidemiological Studies Depression scale; PRIME-MD, Primary Care Evaluation of Mental Disorders; SCL-CD6, Symptom Checklist-Core Depression; SDS, Self-Rating Depression Scale.</p>
<fn id="tfn2">
<label>&#x002A;</label>
<p>Multivariate analysis.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec15">
<label>3.4</label>
<title>Prevalence of anxiety</title>
<p>A total of 29 studies investigated the prevalence of anxiety among physicians and/or residents in training (<xref ref-type="table" rid="tab3">Table 3</xref>). Among these, 17.2% (5 studies) focused exclusively on anxiety, 41.4% (12 studies) examined both anxiety and depression and another 41.4% (12 studies) assessed anxiety along with burnout and depression. Of these studies, 69% (20 studies) sampled physicians, while 31% (9 studies) focused on residents in training. The most commonly used survey tool is the Generalized Anxiety Disorder scale or its variations, utilized in 48.3% (14 studies) (<xref ref-type="bibr" rid="ref49">49</xref>, <xref ref-type="bibr" rid="ref98">98</xref>, <xref ref-type="bibr" rid="ref100">100</xref>, <xref ref-type="bibr" rid="ref104">104</xref>, <xref ref-type="bibr" rid="ref106">106</xref>, <xref ref-type="bibr" rid="ref107">107</xref>, <xref ref-type="bibr" rid="ref110">110</xref>, <xref ref-type="bibr" rid="ref114 ref115 ref116">114&#x2013;116</xref>, <xref ref-type="bibr" rid="ref118">118</xref>, <xref ref-type="bibr" rid="ref130 ref131 ref132">130&#x2013;132</xref>), with outcomes detailed in (<xref ref-type="table" rid="tab3">Table 3</xref>). Other tools included the Depression Anxiety Stress Scale (DASS), used in 20.7% (6 studies) (<xref ref-type="bibr" rid="ref101">101</xref>, <xref ref-type="bibr" rid="ref103">103</xref>, <xref ref-type="bibr" rid="ref109">109</xref>, <xref ref-type="bibr" rid="ref121 ref122 ref123">121&#x2013;123</xref>), and the Hospital Anxiety Depression Scale (HADS), used in 17.4% (5 studies) (<xref ref-type="bibr" rid="ref99">99</xref>, <xref ref-type="bibr" rid="ref108">108</xref>, <xref ref-type="bibr" rid="ref124 ref125 ref126">124&#x2013;126</xref>). Additionally, single-study tools included the Beck Anxiety Inventory (BAI) (<xref ref-type="bibr" rid="ref133">133</xref>), the Self-Rating Anxiety Scale (SAS) (<xref ref-type="bibr" rid="ref128">128</xref>), the Patient Health Questionnaire (PHQ) (<xref ref-type="bibr" rid="ref102">102</xref>), and the Diagnostic and Statistical Manual of Mental Disorders (DSM-5) (<xref ref-type="bibr" rid="ref105">105</xref>). The overall prevalence of anxiety ranged from 8% (<xref ref-type="bibr" rid="ref131">131</xref>) to 78.9% (<xref ref-type="bibr" rid="ref115">115</xref>) among physicians and from 10% (<xref ref-type="bibr" rid="ref49">49</xref>) to 63.9% (<xref ref-type="bibr" rid="ref122">122</xref>) among residents in training. Additionally, the prevalence of anxiety reported in the included studies showed higher levels among females. Most of the studies (<italic>n</italic>&#x202F;=&#x202F;25) investigated factors associated with anxiety, while the remaining four studies did not provide any information on associated factors with anxiety.</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Prevalence and correlates of anxiety among Physicians and postgraduate medical trainees in studies conducted from 2021 to 2024.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Author&#x2019;s name</th>
<th align="center" valign="top">Year of publication</th>
<th align="left" valign="top">Country study was conducted</th>
<th align="left" valign="top">Study population</th>
<th align="center" valign="top">Sample size</th>
<th align="center" valign="top">Response rate</th>
<th align="left" valign="top">Tool for measuring anxiety</th>
<th align="center" valign="top">Prevalence of anxiety level(s)</th>
<th align="left" valign="top">Associated factors</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Appiani et al. (<xref ref-type="bibr" rid="ref99">99</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Argentina</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">440</td>
<td align="center" valign="top">55%</td>
<td align="left" valign="top">HADS</td>
<td align="center" valign="top">44%</td>
<td align="left" valign="top">Increasing anxiety:<break/><list list-type="bullet">
<list-item>
<p>transient SARS-CoV-2-like symptoms</p>
</list-item>
<list-item>
<p>taking anxiolytics</p>
</list-item>
<list-item>
<p>working 24-h shifts at the emergency department</p>
</list-item>
<list-item>
<p>physicians with less seniority</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Jaulin et al. (<xref ref-type="bibr" rid="ref124">124</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">France</td>
<td align="left" valign="top">Residents</td>
<td align="center" valign="top">2,302</td>
<td align="center" valign="top">22.5%</td>
<td align="left" valign="top">HADS</td>
<td align="center" valign="top">19.8%</td>
<td align="left" valign="top">Increasing anxiety:<break/><list list-type="bullet">
<list-item>
<p>female gender</p>
</list-item>
<list-item>
<p>working time (volume of hours worked above 60&#x202F;h per week)</p>
</list-item>
<list-item>
<p>on-going training in intensive care</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Crudden et al. (<xref ref-type="bibr" rid="ref101">101</xref>)</td>
<td align="center" valign="top">2023</td>
<td align="left" valign="top">Ireland</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">2,160</td>
<td align="center" valign="top">21.9%</td>
<td align="left" valign="top">DASS</td>
<td align="center" valign="top">13.8%</td>
<td align="left" valign="top">Associated with Anxiety:<break/><list list-type="bullet">
<list-item>
<p>reduced satisfaction with remuneration</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Bai et al. (<xref ref-type="bibr" rid="ref130">130</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">China</td>
<td align="left" valign="top">Residents</td>
<td align="center" valign="top">1,533</td>
<td align="center" valign="top">86.48%</td>
<td align="left" valign="top">GAD-7 (Chinese version)</td>
<td align="center" valign="top">Overall prevalence: 32.8%<break/>Major anxiety symptoms: 9.9%</td>
<td align="left" valign="top">Associated with major anxiety:<break/><list list-type="bullet">
<list-item>
<p>poor sleep</p>
</list-item>
<list-item>
<p>Quality<xref ref-type="table-fn" rid="tfn3"><sup>&#x002A;</sup></xref></p>
</list-item>
<list-item>
<p>higher emotional</p>
</list-item>
<list-item>
<p>Exhaustion<xref ref-type="table-fn" rid="tfn3"><sup>&#x002A;</sup></xref></p>
</list-item>
<list-item>
<p>higher depersonalization&#x002A;</p>
</list-item>
<list-item>
<p>reduced personal</p>
</list-item>
<list-item>
<p>Accomplishment&#x002A;</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Hain et al. (<xref ref-type="bibr" rid="ref100">100</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">South Africa</td>
<td align="left" valign="top">Doctors</td>
<td align="center" valign="top">213</td>
<td align="center" valign="top">45%</td>
<td align="left" valign="top">GAD-7</td>
<td align="center" valign="top">23.3%</td>
<td align="left" valign="top">Associated with Anxiety:<break/><list list-type="bullet">
<list-item>
<p>doctors planning to leave the public sector in the next 2&#x202F;years.</p>
</list-item>
<list-item>
<p>occupational rank</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Ouazzani Housni Touhami et al. (<xref ref-type="bibr" rid="ref110">110</xref>)</td>
<td align="center" valign="top">2023</td>
<td align="left" valign="top">Morocco</td>
<td align="left" valign="top">Doctors</td>
<td align="center" valign="top">1,267</td>
<td align="center" valign="top">63.3%</td>
<td align="left" valign="top">GAD-7</td>
<td align="center" valign="top">29.2%</td>
<td align="left" valign="top">Increasing anxiety:<break/><list list-type="bullet">
<list-item>
<p>being female<xref ref-type="table-fn" rid="tfn3"><sup>&#x002A;</sup></xref></p>
</list-item>
<list-item>
<p>working in primary and secondary hospitals<xref ref-type="table-fn" rid="tfn3"><sup>&#x002A;</sup></xref></p>
</list-item>
<list-item>
<p>moderate and high-stress perceptions<xref ref-type="table-fn" rid="tfn3"><sup>&#x002A;</sup></xref></p>
</list-item>
<list-item>
<p>chronic physical illness<xref ref-type="table-fn" rid="tfn3"><sup>&#x002A;</sup></xref></p>
</list-item>
<list-item>
<p>family history of psychiatric disorder&#x002A;</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Alwashmi et al. (<xref ref-type="bibr" rid="ref103">103</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Saudi Arabia</td>
<td align="left" valign="top">Physicians (psychiatrist)</td>
<td align="center" valign="top">101</td>
<td align="center" valign="top">Not reported</td>
<td align="left" valign="top">DASS-21</td>
<td align="center" valign="top">22.8%</td>
<td align="left" valign="top">Increasing anxiety:<break/><list list-type="bullet">
<list-item>
<p>handling COVID-19 patients.</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Kuriyama et al. (<xref ref-type="bibr" rid="ref104">104</xref>)</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Japan</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">1,173</td>
<td align="center" valign="top">18.2%</td>
<td align="left" valign="top">GAD-7</td>
<td align="center" valign="top">34.6%</td>
<td align="left" valign="top">Associated with Anxiety:<break/><list list-type="bullet">
<list-item>
<p>having no partner<xref ref-type="table-fn" rid="tfn3"><sup>&#x002A;</sup></xref></p>
</list-item>
<list-item>
<p>stigma<xref ref-type="table-fn" rid="tfn3"><sup>&#x002A;</sup></xref></p>
</list-item>
<list-item>
<p>experience of self-quarantine<xref ref-type="table-fn" rid="tfn3"><sup>&#x002A;</sup></xref></p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Carneiro Monteiro et al. (<xref ref-type="bibr" rid="ref105">105</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Brazil</td>
<td align="left" valign="top">Psychiatry residents</td>
<td align="center" valign="top">185</td>
<td align="center" valign="top">62%</td>
<td align="left" valign="top">DSM-5 Self-Rated Level 1 Cross-Cutting<break/>Symptom Measure-Adult</td>
<td align="center" valign="top">53%</td>
<td align="left" valign="top">No information provided</td>
</tr>
<tr>
<td align="left" valign="top">Steil et al. (<xref ref-type="bibr" rid="ref106">106</xref>)</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Brazil</td>
<td align="left" valign="top">Residents</td>
<td align="center" valign="top">3,071</td>
<td align="center" valign="top">10%</td>
<td align="left" valign="top">GAD-7</td>
<td align="center" valign="top">52.8%</td>
<td align="left" valign="top">Increasing anxiety:<break/><list list-type="bullet">
<list-item>
<p>being a woman</p>
</list-item>
<list-item>
<p>avoidance of seeing patients with confirmed or suspected cases of COVID-19</p>
</list-item>
<list-item>
<p>failure of supervisor support for the treatment of COVID-19 patients</p>
</list-item>
<list-item>
<p>working in a wing with high risk of contamination</p>
</list-item>
<list-item>
<p>belief that personal protection equipment is not efficacious</p>
</list-item>
<list-item>
<p>fear of getting COVID-19, transmitting it to significant others</p>
</list-item>
<list-item>
<p>having personal relationships impaired since the pandemic</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">de M&#x00E9;lo Silva J&#x00FA;nior et al. (<xref ref-type="bibr" rid="ref107">107</xref>)</td>
<td align="center" valign="top">2023</td>
<td align="left" valign="top">Brazil</td>
<td align="left" valign="top">Physician residents</td>
<td align="center" valign="top">First cohort(pre-COVID): 524<break/>Second cohort (pandemic group): 419</td>
<td align="center" valign="top">Not reported</td>
<td align="left" valign="top">GAD-2</td>
<td align="center" valign="top">-pre-COVID cohort: 56.5%<break/>-pandemic cohort: 56.5%</td>
<td align="left" valign="top">No information provided</td>
</tr>
<tr>
<td align="left" valign="top">Pogosova et al. (<xref ref-type="bibr" rid="ref108">108</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Russia</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">108</td>
<td align="center" valign="top">Not reported</td>
<td align="left" valign="top">HADS</td>
<td align="center" valign="top">23.8%</td>
<td align="left" valign="top">Increasing anxiety:<break/><list list-type="bullet">
<list-item>
<p>being a female physician</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Rahimaldeen et al. (<xref ref-type="bibr" rid="ref109">109</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Saudi Arabia</td>
<td align="left" valign="top">Physicians (pediatricians)</td>
<td align="center" valign="top">386</td>
<td align="center" valign="top">65%</td>
<td align="left" valign="top">DASS-21</td>
<td align="center" valign="top">71.3%</td>
<td align="left" valign="top">Increasing anxiety:<break/><list list-type="bullet">
<list-item>
<p>female gender</p>
</list-item>
<list-item>
<p>being junior pediatrician</p>
</list-item>
<list-item>
<p>being younger pediatricians</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Hasan et al. (<xref ref-type="bibr" rid="ref125">125</xref>)</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Bangladesh</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">442</td>
<td align="center" valign="top">93.2%</td>
<td align="left" valign="top">HADS</td>
<td align="center" valign="top">67.72%</td>
<td align="left" valign="top">Increasing anxiety:<break/><list list-type="bullet">
<list-item>
<p>being female</p>
</list-item>
<list-item>
<p>physicians who had experienced COVID-19 like symptoms during the pandemic</p>
</list-item>
<list-item>
<p>those who had not received incentives</p>
</list-item>
<list-item>
<p>those who used self-funded personal protective equipment (PPE)</p>
</list-item>
<list-item>
<p>not received adequate training</p>
</list-item>
<list-item>
<p>lacking perceived self-efficacy to manage COVID-19 positive patients</p>
</list-item>
<list-item>
<p>greater perceived stress of being infected</p>
</list-item>
<list-item>
<p>fear of getting assaulted/humiliated</p>
</list-item>
<list-item>
<p>being more connected with social media</p>
</list-item>
<list-item>
<p>having lower income levels to support the family</p>
</list-item>
<list-item>
<p>feeling more agitated</p>
</list-item>
<list-item>
<p>less than 2&#x202F;h of leisure activity per day</p>
</list-item>
<list-item>
<p>short sleep duration.</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Rahman et al. (<xref ref-type="bibr" rid="ref123">123</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Bangladesh</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">395</td>
<td align="center" valign="top">Not reported</td>
<td align="left" valign="top">DASS-21</td>
<td align="center" valign="top">35.2%</td>
<td align="left" valign="top">Increasing anxiety:<break/><list list-type="bullet">
<list-item>
<p>age (physicians less than or equal to 27&#x202F;years) <sup>&#x002A;</sup></p>
</list-item>
<list-item>
<p>history of availing or</p>
</list-item>
<list-item>
<p>Receiving psychotherapy</p>
</list-item>
<list-item>
<p>being a physician of COVID-19 hospitals</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Debnath et al. (<xref ref-type="bibr" rid="ref122">122</xref>)</td>
<td align="center" valign="top">2023</td>
<td align="left" valign="top">Bangladesh</td>
<td align="left" valign="top">Intern Doctors (Trainee physicians)</td>
<td align="center" valign="top">130</td>
<td align="center" valign="top">83%</td>
<td align="left" valign="top">DASS-21</td>
<td align="center" valign="top">63.9%</td>
<td align="left" valign="top">Associated with anxiety:<break/><list list-type="bullet">
<list-item>
<p>depression</p>
</list-item>
<list-item>
<p>stress</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">de M&#x00E9;lo Silva J&#x00FA;nior et al. (<xref ref-type="bibr" rid="ref102">102</xref>)</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Brazil</td>
<td align="left" valign="top">Residents</td>
<td align="center" valign="top">1,989</td>
<td align="center" valign="top">71.4%</td>
<td align="left" valign="top">PHQ-4</td>
<td align="center" valign="top">56.6%</td>
<td align="left" valign="top">Increasing Anxiety:<break/><list list-type="bullet">
<list-item>
<p>being a woman</p>
</list-item>
<list-item>
<p>older age</p>
</list-item>
<list-item>
<p>more frequent diurnal somnolence</p>
</list-item>
<list-item>
<p>unsatisfactory work-personal life balance</p>
</list-item>
<list-item>
<p>depression</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Khatun et al. (<xref ref-type="bibr" rid="ref114">114</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Bangladesh</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">114</td>
<td align="center" valign="top">Not reported</td>
<td align="left" valign="top">GAD-7</td>
<td align="center" valign="top">32.5%</td>
<td align="left" valign="top">Increasing anxiety:<break/><list list-type="bullet">
<list-item>
<p>physicians who worked in Dhaka division</p>
</list-item>
<list-item>
<p>physicians who worked more than 8&#x202F;h per day</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Sharma et al. (<xref ref-type="bibr" rid="ref131">131</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">India</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">100</td>
<td align="center" valign="top">Not reported</td>
<td align="left" valign="top">GAD-7</td>
<td align="center" valign="top">Minimal: 53%<break/>Mild: 27%<break/>Moderate: 12%<break/>Severe: 8%</td>
<td align="left" valign="top">Associated with anxiety:<break/><list list-type="bullet">
<list-item>
<p>working in primary or secondary level healthcare facility<xref ref-type="table-fn" rid="tfn3"><sup>&#x002A;</sup></xref></p>
</list-item>
<list-item>
<p>sleep disturbance<xref ref-type="table-fn" rid="tfn3"><sup>&#x002A;</sup></xref></p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Abu-Elenin (<xref ref-type="bibr" rid="ref115">115</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Egypt</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">254</td>
<td align="center" valign="top">93.36%</td>
<td align="left" valign="top">GAD-7</td>
<td align="center" valign="top">78.9%</td>
<td align="left" valign="top">Increasing anxiety:<break/><list list-type="bullet">
<list-item>
<p>poor sleep quality</p>
</list-item>
<list-item>
<p>being a resident physician</p>
</list-item>
<list-item>
<p>disrupted social life</p>
</list-item>
<list-item>
<p>stigma exposure due to COVID-19</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">He et al. (<xref ref-type="bibr" rid="ref128">128</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">China</td>
<td align="left" valign="top">Doctors</td>
<td align="center" valign="top">1,521</td>
<td align="center" valign="top">Not reported</td>
<td align="left" valign="top">SAS</td>
<td align="center" valign="top">11.11%</td>
<td align="left" valign="top">Increasing anxiety:<break/><list list-type="bullet">
<list-item>
<p>female sex<xref ref-type="table-fn" rid="tfn3"><sup>&#x002A;</sup></xref></p>
</list-item>
<list-item>
<p>having a minor child&#x002A;</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Saeed et al. (<xref ref-type="bibr" rid="ref132">132</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Iraq</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">450</td>
<td align="center" valign="top">44.7%</td>
<td align="left" valign="top">GAD-7</td>
<td align="center" valign="top">Mild: 28.4%<break/>Moderate: 39.3%<break/>Severe: 22.9%</td>
<td align="left" valign="top">Associated with anxiety (moderate/severe):<break/><list list-type="bullet">
<list-item>
<p>working in COVID-19 centers</p>
</list-item>
<list-item>
<p>being a general practitioner</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Jarad et al. (<xref ref-type="bibr" rid="ref116">116</xref>)</td>
<td align="center" valign="top">2023</td>
<td align="left" valign="top">Saudi Arabia</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">917</td>
<td align="center" valign="top">48%</td>
<td align="left" valign="top">GAD-7</td>
<td align="center" valign="top">43.4%</td>
<td align="left" valign="top">Associated with anxiety:<break/><list list-type="bullet">
<list-item>
<p>physicians aged 25&#x2013;30&#x202F;years</p>
</list-item>
<list-item>
<p>females</p>
</list-item>
<list-item>
<p>residents</p>
</list-item>
<list-item>
<p>physicians working an average of &#x003E; 11&#x202F;h/day</p>
</list-item>
<list-item>
<p>physicians reporting self-perceived reduction in work quality</p>
</list-item>
</list>Independent predictors of anxiety:<break/><list list-type="bullet">
<list-item>
<p>female gender<xref ref-type="table-fn" rid="tfn3"><sup>&#x002A;</sup></xref></p>
</list-item>
<list-item>
<p>working an average 9&#x2013;11&#x202F;h/day<xref ref-type="table-fn" rid="tfn3"><sup>&#x002A;</sup></xref></p>
</list-item>
<list-item>
<p>self-perceived reduction in work quality <xref ref-type="table-fn" rid="tfn3"><sup>&#x002A;</sup></xref></p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Zehra et al. (<xref ref-type="bibr" rid="ref49">49</xref>)</td>
<td align="center" valign="top">2022</td>
<td align="left" valign="top">Pakistan</td>
<td align="left" valign="top">Residents</td>
<td align="center" valign="top">260</td>
<td align="center" valign="top">Not reported</td>
<td align="left" valign="top">GAD-7</td>
<td align="center" valign="top">Mild: 35%<break/>Moderate: 16.9%<break/>Severe: 10.0%</td>
<td align="left" valign="top">Increasing anxiety:<break/>-younger age (mild)<break/>-single status (moderate and severe)<break/>-low household income (severe)<break/>-lack of job satisfaction (severe)<break/>Protective towards anxiety:<break/>-being male</td>
</tr>
<tr>
<td align="left" valign="top">Quintana-Domeque et al. (<xref ref-type="bibr" rid="ref118">118</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Catalonia (Spain), Italy and UK</td>
<td align="left" valign="top">Doctors</td>
<td align="center" valign="top">55,000</td>
<td align="center" valign="top">First round (June 2020): 3,025 (5.5%)<break/>Second round (Nov/Dec 2020): 2,250 (4.1%)</td>
<td align="left" valign="top">GAD-7</td>
<td align="center" valign="top">Overall prevalence:<break/>Catalonia:<break/>June 2020&#x2013;15.9%, Nov/Dec 2020&#x2013;14.0%<break/>Italy: June 2020&#x2013;24.6%, Nov/Dec 2020&#x2013;28.2%<break/>UK-: June 2020&#x2013;11.7%, Nov/Dec 2020&#x2013;17.9%</td>
<td align="left" valign="top">Increasing anxiety:<break/><list list-type="bullet">
<list-item>
<p>being a women</p>
</list-item>
<list-item>
<p>individuals below 60&#x202F;years old</p>
</list-item>
<list-item>
<p>feeling vulnerable/exposed at work</p>
</list-item>
<list-item>
<p>reporting normal/below-normal health.</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Chalhub et al. (<xref ref-type="bibr" rid="ref133">133</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Brazil</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">450</td>
<td align="center" valign="top">49.6%</td>
<td align="left" valign="top">BAI</td>
<td align="center" valign="top">17%</td>
<td align="left" valign="top">Associated with anxiety:<break/><list list-type="bullet">
<list-item>
<p>being female physician</p>
</list-item>
<list-item>
<p>burnout (high EE, high DP, and lower PA)</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Sarkar et al. (<xref ref-type="bibr" rid="ref126">126</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Bangladesh</td>
<td align="left" valign="top">Physicians (gastroenterologists)</td>
<td align="center" valign="top">166</td>
<td align="center" valign="top">37.9%</td>
<td align="left" valign="top">HADS</td>
<td align="center" valign="top">25.4%</td>
<td align="left" valign="top">Associated with anxiety:<break/><list list-type="bullet">
<list-item>
<p>gastroenterologists of older (41-50-years) age group</p>
</list-item>
<list-item>
<p>working as specialists less than or equal to 5&#x202F;years</p>
</list-item>
</list></td>
</tr>
<tr>
<td align="left" valign="top">Varela et al. (<xref ref-type="bibr" rid="ref121">121</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">Venezuelan</td>
<td align="left" valign="top">Residents</td>
<td align="center" valign="top">120</td>
<td align="center" valign="top">Not reported</td>
<td align="left" valign="top">DASS-21</td>
<td align="center" valign="top">39.2%</td>
<td align="left" valign="top">No information provided</td>
</tr>
<tr>
<td align="left" valign="top">Carlson et al. (<xref ref-type="bibr" rid="ref98">98</xref>)</td>
<td align="center" valign="top">2021</td>
<td align="left" valign="top">USA</td>
<td align="left" valign="top">Physicians</td>
<td align="center" valign="top">186</td>
<td align="center" valign="top">56%</td>
<td align="left" valign="top">GAD-2</td>
<td align="center" valign="top">11%</td>
<td align="left" valign="top">No information provided</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>HADS, Hospital Anxiety and Depression Scale; DASS, Depressive Anxiety Stress Scale; GAD-7, Generalized Anxiety Disorder 7-item; GAD-2, Generalized Anxiety Disorder 2-item; PHQ-4, Patient Health Questionnaire-4; SAS, Self-Rating Anxiety Scale; BAI, Beck Anxiety Inventory; DSM-5, Diagnosis and Statistical Manual of Mental Disorders; EE, emotional exhaustion; DP, depersonalization; PA, personal accomplishments.</p>
<fn id="tfn3">
<label>&#x002A;</label>
<p>Multivariate analysis.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec16">
<label>3.5</label>
<title>Factors associated with burnout, depression and anxiety</title>
<p>Factors associated with burnout, depression and anxiety were grouped into the following categories: sociodemographic, psychological, social, and organizational. Most of these factors were increasing burnout, depression and anxiety, but protective factors were also identified.</p>
<sec id="sec17">
<label>3.5.1</label>
<title>Factors associated with burnout</title>
<sec id="sec18">
<label>3.5.1.1</label>
<title>Sociodemographic factors</title>
<p>Age: In eight studies, younger age was associated with higher levels of burnout (<xref ref-type="bibr" rid="ref51">51</xref>, <xref ref-type="bibr" rid="ref54">54</xref>, <xref ref-type="bibr" rid="ref57">57</xref>, <xref ref-type="bibr" rid="ref61">61</xref>, <xref ref-type="bibr" rid="ref78">78</xref>, <xref ref-type="bibr" rid="ref79">79</xref>, <xref ref-type="bibr" rid="ref102">102</xref>, <xref ref-type="bibr" rid="ref109">109</xref>). One study specifically found that younger residents were more likely to experience reduced personal accomplishment (PA) (<xref ref-type="bibr" rid="ref77">77</xref>). The impact of older age on burnout was less consistent: three studies reported that older individuals experienced lower levels of burnout (<xref ref-type="bibr" rid="ref46">46</xref>, <xref ref-type="bibr" rid="ref64">64</xref>, <xref ref-type="bibr" rid="ref96">96</xref>), while another study found higher burnout rates among older age groups (<xref ref-type="bibr" rid="ref50">50</xref>).</p>
<p>Gender: Sixteen studies found that females experienced higher levels of burnout (<xref ref-type="bibr" rid="ref45">45</xref>, <xref ref-type="bibr" rid="ref46">46</xref>, <xref ref-type="bibr" rid="ref48">48</xref>, <xref ref-type="bibr" rid="ref51">51</xref>, <xref ref-type="bibr" rid="ref54">54</xref>, <xref ref-type="bibr" rid="ref58">58</xref>, <xref ref-type="bibr" rid="ref61">61</xref>, <xref ref-type="bibr" rid="ref69">69</xref>, <xref ref-type="bibr" rid="ref70">70</xref>, <xref ref-type="bibr" rid="ref76">76</xref>, <xref ref-type="bibr" rid="ref79">79</xref>, <xref ref-type="bibr" rid="ref89">89</xref>, <xref ref-type="bibr" rid="ref100">100</xref>, <xref ref-type="bibr" rid="ref103">103</xref>, <xref ref-type="bibr" rid="ref108">108</xref>, <xref ref-type="bibr" rid="ref109">109</xref>). Conversely, two studies reported that males had higher burnout levels (<xref ref-type="bibr" rid="ref82">82</xref>, <xref ref-type="bibr" rid="ref102">102</xref>).</p>
<p>Marital Status/Having Children: The findings on marital status and burnout were inconsistent. In some studies, being married was associated with increased burnout (<xref ref-type="bibr" rid="ref82">82</xref>, <xref ref-type="bibr" rid="ref104">104</xref>), while in others, it was linked to decreased burnout (<xref ref-type="bibr" rid="ref61">61</xref>). Being single or not married was associated with higher burnout levels (<xref ref-type="bibr" rid="ref46">46</xref>). Additionally, four studies found that having children increased burnout (<xref ref-type="bibr" rid="ref50">50</xref>, <xref ref-type="bibr" rid="ref60">60</xref>, <xref ref-type="bibr" rid="ref61">61</xref>, <xref ref-type="bibr" rid="ref82">82</xref>), whereas one study reported that having more children served as a protective factor against burnout (<xref ref-type="bibr" rid="ref65">65</xref>).</p>
<p>Financial Situation: Factors such as inadequate compensation (<xref ref-type="bibr" rid="ref94">94</xref>), financial problems (<xref ref-type="bibr" rid="ref72">72</xref>), financial pressure (<xref ref-type="bibr" rid="ref45">45</xref>), lower income (<xref ref-type="bibr" rid="ref87">87</xref>), and educational debt exceeding $250,000 (<xref ref-type="bibr" rid="ref69">69</xref>) were all associated with increased burnout. Conversely, financial well-being was linked to decreased burnout (<xref ref-type="bibr" rid="ref61">61</xref>), and higher income satisfaction was identified as a protective factor against burnout (<xref ref-type="bibr" rid="ref65">65</xref>).</p>
<p>Professional Experience: Three studies found increased burnout among junior physicians (<xref ref-type="bibr" rid="ref44">44</xref>, <xref ref-type="bibr" rid="ref99">99</xref>, <xref ref-type="bibr" rid="ref109">109</xref>). Being a resident was often associated with increased burnout (<xref ref-type="bibr" rid="ref51">51</xref>, <xref ref-type="bibr" rid="ref85">85</xref>, <xref ref-type="bibr" rid="ref87">87</xref>, <xref ref-type="bibr" rid="ref103">103</xref>), though one study reported decreased burnout (<xref ref-type="bibr" rid="ref68">68</xref>). Less professional experience generally correlated with higher burnout (<xref ref-type="bibr" rid="ref60">60</xref>, <xref ref-type="bibr" rid="ref61">61</xref>, <xref ref-type="bibr" rid="ref75">75</xref>, <xref ref-type="bibr" rid="ref81">81</xref>, <xref ref-type="bibr" rid="ref89">89</xref>).</p>
</sec>
<sec id="sec19">
<label>3.5.1.2</label>
<title>Psychological factors</title>
<p>Higher burnout was associated with pre-existing psychological factors including depression (<xref ref-type="bibr" rid="ref54">54</xref>, <xref ref-type="bibr" rid="ref56">56</xref>, <xref ref-type="bibr" rid="ref58">58</xref>, <xref ref-type="bibr" rid="ref68">68</xref>, <xref ref-type="bibr" rid="ref101">101</xref>, <xref ref-type="bibr" rid="ref102">102</xref>), anxiety (<xref ref-type="bibr" rid="ref54">54</xref>, <xref ref-type="bibr" rid="ref56">56</xref>, <xref ref-type="bibr" rid="ref58">58</xref>), and stress (<xref ref-type="bibr" rid="ref66">66</xref>, <xref ref-type="bibr" rid="ref78">78</xref>).</p>
</sec>
<sec id="sec20">
<label>3.5.1.3</label>
<title>Social factors associated with burnout</title>
<p>Burnout was associated with several social factors, including psychological abuse (<xref ref-type="bibr" rid="ref102">102</xref>), unfair treatment at work (<xref ref-type="bibr" rid="ref55">55</xref>), poor work-life balance and lack of vacation or leisure (<xref ref-type="bibr" rid="ref57">57</xref>), limited social activities (<xref ref-type="bibr" rid="ref67">67</xref>), stigmatization for treating COVID-19 patients, and workplace violence (<xref ref-type="bibr" rid="ref72">72</xref>). In four studies, physicians and residents reported that family life was associated with increased burnout. High burnout was linked to factors such as the quality of family relationships (<xref ref-type="bibr" rid="ref105">105</xref>), living with a family member with comorbidities (<xref ref-type="bibr" rid="ref61">61</xref>), limited family time for residents (<xref ref-type="bibr" rid="ref93">93</xref>), and strained personal relationships since the COVID-19 pandemic (<xref ref-type="bibr" rid="ref106">106</xref>).</p>
</sec>
<sec id="sec21">
<label>3.5.1.4</label>
<title>Organizational factors</title>
<p>Eight studies found that working long hours (over 40&#x202F;h per week) were associated with higher burnout (<xref ref-type="bibr" rid="ref67">67</xref>, <xref ref-type="bibr" rid="ref68">68</xref>, <xref ref-type="bibr" rid="ref77">77</xref>, <xref ref-type="bibr" rid="ref78">78</xref>, <xref ref-type="bibr" rid="ref82">82</xref>, <xref ref-type="bibr" rid="ref89">89</xref>, <xref ref-type="bibr" rid="ref93">93</xref>, <xref ref-type="bibr" rid="ref97">97</xref>). Additionally, more frequent night shifts (<xref ref-type="bibr" rid="ref48">48</xref>, <xref ref-type="bibr" rid="ref88">88</xref>), extended on-call hours (<xref ref-type="bibr" rid="ref54">54</xref>, <xref ref-type="bibr" rid="ref88">88</xref>), and 24-h shifts (<xref ref-type="bibr" rid="ref99">99</xref>) were all linked to increased burnout.</p>
</sec>
<sec id="sec22">
<label>3.5.1.5</label>
<title>Burnout related to COVID-19 pandemic</title>
<p>The COVID-19 pandemic led to higher burnout due to factors including transient symptoms (<xref ref-type="bibr" rid="ref99">99</xref>), caring for COVID-19 patients (<xref ref-type="bibr" rid="ref53">53</xref>), fear of infection, working in high-risk contamination areas, concerns about PPE effectiveness (<xref ref-type="bibr" rid="ref106">106</xref>), and testing positive for COVID-19 (<xref ref-type="bibr" rid="ref48">48</xref>).</p>
</sec>
<sec id="sec23">
<label>3.5.1.6</label>
<title>Protective factors against burnout</title>
<p>The authors also highlighted protective factors against burnout, including resilience and strong institutional support (<xref ref-type="bibr" rid="ref56">56</xref>), having more children and greater income satisfaction (<xref ref-type="bibr" rid="ref65">65</xref>), and faculty support (<xref ref-type="bibr" rid="ref93">93</xref>). Additionally, researchers identified several other factors that help reduce burnout: professional efficacy (<xref ref-type="bibr" rid="ref101">101</xref>), access to mental health services and insurance for personal illness or emergencies (<xref ref-type="bibr" rid="ref97">97</xref>), staff grade or trainee status combined with higher perceived support (<xref ref-type="bibr" rid="ref68">68</xref>), being of Black or Asian descent and being in smaller programs (<xref ref-type="bibr" rid="ref69">69</xref>), being an International Medical Graduate (IMG) and part of a racial minority (<xref ref-type="bibr" rid="ref74">74</xref>), and regular exercise (three times a week for 20&#x202F;min) (<xref ref-type="bibr" rid="ref46">46</xref>).</p>
</sec>
</sec>
<sec id="sec24">
<label>3.5.2</label>
<title>Factors associated with depression</title>
<sec id="sec25">
<label>3.5.2.1</label>
<title>Sociodemographic factors</title>
<p>Age: Younger age was linked to higher levels of depression in 7 studies (<xref ref-type="bibr" rid="ref3">3</xref>, <xref ref-type="bibr" rid="ref43">43</xref>, <xref ref-type="bibr" rid="ref109">109</xref>, <xref ref-type="bibr" rid="ref114">114</xref>, <xref ref-type="bibr" rid="ref116">116</xref>, <xref ref-type="bibr" rid="ref120">120</xref>, <xref ref-type="bibr" rid="ref123">123</xref>). The relationship between older age and depression was inconsistent. One study found that older age was associated with lower depression rates in a multivariable analysis (<xref ref-type="bibr" rid="ref128">128</xref>), while another study found the opposite, with older age linked to higher depression (<xref ref-type="bibr" rid="ref126">126</xref>).</p>
<p>Gender: Thirteen studies identified being female as a factor associated with increased depression (<xref ref-type="bibr" rid="ref3">3</xref>, <xref ref-type="bibr" rid="ref43">43</xref>, <xref ref-type="bibr" rid="ref44">44</xref>, <xref ref-type="bibr" rid="ref102">102</xref>, <xref ref-type="bibr" rid="ref106">106</xref>, <xref ref-type="bibr" rid="ref109">109</xref>, <xref ref-type="bibr" rid="ref114">114</xref>, <xref ref-type="bibr" rid="ref116">116</xref>, <xref ref-type="bibr" rid="ref118">118</xref>, <xref ref-type="bibr" rid="ref120">120</xref>, <xref ref-type="bibr" rid="ref124">124</xref>, <xref ref-type="bibr" rid="ref125">125</xref>, <xref ref-type="bibr" rid="ref128">128</xref>), while two studies reported higher depression rates in males (<xref ref-type="bibr" rid="ref108">108</xref>, <xref ref-type="bibr" rid="ref123">123</xref>).</p>
<p>Marital Status/Having Children: In four studies, being single or unmarried was associated with higher depression (<xref ref-type="bibr" rid="ref3">3</xref>, <xref ref-type="bibr" rid="ref43">43</xref>, <xref ref-type="bibr" rid="ref114">114</xref>, <xref ref-type="bibr" rid="ref120">120</xref>). Only one study found that being married was linked to increased depression (<xref ref-type="bibr" rid="ref121">121</xref>). Additionally, a multivariate analysis indicated that having children was associated with higher depression levels (<xref ref-type="bibr" rid="ref128">128</xref>).</p>
<p>Educational Level and Financial Situation: A multivariate analysis found that a higher educational level was linked to increased depression (<xref ref-type="bibr" rid="ref3">3</xref>). Low income (<xref ref-type="bibr" rid="ref125">125</xref>), low salary (<xref ref-type="bibr" rid="ref3">3</xref>), and financial concerns (<xref ref-type="bibr" rid="ref97">97</xref>) were associated with higher depression.</p>
</sec>
<sec id="sec26">
<label>3.5.2.2</label>
<title>Professional experience</title>
<p>Two studies reported increased depression among junior physicians (<xref ref-type="bibr" rid="ref44">44</xref>, <xref ref-type="bibr" rid="ref99">99</xref>). Three studies found that being a resident in training was linked to increased depression (<xref ref-type="bibr" rid="ref113">113</xref>, <xref ref-type="bibr" rid="ref115">115</xref>, <xref ref-type="bibr" rid="ref116">116</xref>), and less professional experience was associated with higher depression (<xref ref-type="bibr" rid="ref120">120</xref>).</p>
</sec>
<sec id="sec27">
<label>3.5.2.3</label>
<title>Psychological factors</title>
<p>Higher depression levels were associated with pre-existing psychological factors, including anxiety (<xref ref-type="bibr" rid="ref102">102</xref>, <xref ref-type="bibr" rid="ref122">122</xref>), burnout (<xref ref-type="bibr" rid="ref102">102</xref>), stress (<xref ref-type="bibr" rid="ref110">110</xref>, <xref ref-type="bibr" rid="ref111">111</xref>, <xref ref-type="bibr" rid="ref122">122</xref>), and poor sleep (<xref ref-type="bibr" rid="ref3">3</xref>, <xref ref-type="bibr" rid="ref43">43</xref>, <xref ref-type="bibr" rid="ref115">115</xref>, <xref ref-type="bibr" rid="ref117">117</xref>, <xref ref-type="bibr" rid="ref125">125</xref>).</p>
</sec>
<sec id="sec28">
<label>3.5.2.4</label>
<title>Social factors</title>
<p>Several social factors were linked to increased depression, including psychological abuse (<xref ref-type="bibr" rid="ref102">102</xref>), stigmatization from exposure to COVID-19 and disrupted social life (<xref ref-type="bibr" rid="ref115">115</xref>), and fewer than 2&#x202F;h of daily leisure activities (<xref ref-type="bibr" rid="ref125">125</xref>). In one study, having a hobby or leisure time was associated with lower depression (<xref ref-type="bibr" rid="ref113">113</xref>).</p>
</sec>
<sec id="sec29">
<label>3.5.2.5</label>
<title>Organizational factors</title>
<p>Four studies found that long working hours were associated with higher depression (<xref ref-type="bibr" rid="ref43">43</xref>, <xref ref-type="bibr" rid="ref97">97</xref>, <xref ref-type="bibr" rid="ref113">113</xref>, <xref ref-type="bibr" rid="ref124">124</xref>). Additionally, working 24-h shifts in the emergency department (<xref ref-type="bibr" rid="ref99">99</xref>) and a higher clinical workload (<xref ref-type="bibr" rid="ref101">101</xref>) were all linked to increased depression.</p>
</sec>
<sec id="sec30">
<label>3.5.2.6</label>
<title>Depression related to the COVID-19 pandemic</title>
<p>The COVID-19 pandemic led to increased depression levels due to several factors, including transient symptoms (<xref ref-type="bibr" rid="ref99">99</xref>, <xref ref-type="bibr" rid="ref125">125</xref>), direct contact with COVID-19 patients (<xref ref-type="bibr" rid="ref120">120</xref>), avoiding patients with confirmed or suspected COVID-19 cases, working in high-risk contamination areas, fear of contracting the virus and transmitting it to loved ones (<xref ref-type="bibr" rid="ref106">106</xref>); and a lack of confidence in effectively managing COVID-19 patients (<xref ref-type="bibr" rid="ref125">125</xref>).</p>
</sec>
</sec>
<sec id="sec31">
<label>3.5.3</label>
<title>Factors associated with anxiety</title>
<sec id="sec32">
<label>3.5.3.1</label>
<title>Sociodemographic factors</title>
<p>Age: Four studies (<xref ref-type="bibr" rid="ref49">49</xref>, <xref ref-type="bibr" rid="ref109">109</xref>, <xref ref-type="bibr" rid="ref116">116</xref>, <xref ref-type="bibr" rid="ref123">123</xref>) found that younger age was linked to higher levels of anxiety. Conversely, two studies (<xref ref-type="bibr" rid="ref102">102</xref>, <xref ref-type="bibr" rid="ref126">126</xref>) found that older age was associated with increased anxiety.</p>
<p>Gender: Eleven studies (<xref ref-type="bibr" rid="ref102">102</xref>, <xref ref-type="bibr" rid="ref106">106</xref>, <xref ref-type="bibr" rid="ref108 ref109 ref110">108&#x2013;110</xref>, <xref ref-type="bibr" rid="ref116">116</xref>, <xref ref-type="bibr" rid="ref118">118</xref>, <xref ref-type="bibr" rid="ref124">124</xref>, <xref ref-type="bibr" rid="ref125">125</xref>, <xref ref-type="bibr" rid="ref128">128</xref>, <xref ref-type="bibr" rid="ref133">133</xref>) identified being female as a factor associated with increased anxiety, while one study (<xref ref-type="bibr" rid="ref49">49</xref>) reported that being male was a protective factor against anxiety.</p>
<p>Marital Status/Having Children: Two studies (<xref ref-type="bibr" rid="ref49">49</xref>, <xref ref-type="bibr" rid="ref104">104</xref>) linked being single or unmarried with higher anxiety. Additionally, a multivariate analysis suggested that having children was associated with higher anxiety levels (<xref ref-type="bibr" rid="ref128">128</xref>).</p>
<p>Financial Situation: Factors such as lower income levels (<xref ref-type="bibr" rid="ref125">125</xref>), dissatisfaction with remuneration (<xref ref-type="bibr" rid="ref101">101</xref>), and low household income (<xref ref-type="bibr" rid="ref49">49</xref>) were all linked to higher anxiety.</p>
</sec>
<sec id="sec33">
<label>3.5.3.2</label>
<title>Occupational and professional experience</title>
<p>Two studies (<xref ref-type="bibr" rid="ref99">99</xref>, <xref ref-type="bibr" rid="ref109">109</xref>) reported increased anxiety among junior physicians while being a resident was associated with higher anxiety in two studies (<xref ref-type="bibr" rid="ref115">115</xref>, <xref ref-type="bibr" rid="ref116">116</xref>). Increased anxiety was also linked to a lack of job satisfaction (<xref ref-type="bibr" rid="ref49">49</xref>) and working as a specialist for 5&#x202F;years or less (<xref ref-type="bibr" rid="ref126">126</xref>).</p>
</sec>
<sec id="sec34">
<label>3.5.3.3</label>
<title>Psychological factors</title>
<p>Anxiety was associated with stress (<xref ref-type="bibr" rid="ref122">122</xref>, <xref ref-type="bibr" rid="ref125">125</xref>), depression (<xref ref-type="bibr" rid="ref102">102</xref>, <xref ref-type="bibr" rid="ref122">122</xref>), burnout (<xref ref-type="bibr" rid="ref133">133</xref>), and poor sleep (<xref ref-type="bibr" rid="ref115">115</xref>, <xref ref-type="bibr" rid="ref125">125</xref>, <xref ref-type="bibr" rid="ref130">130</xref>, <xref ref-type="bibr" rid="ref131">131</xref>). A multivariate analysis linked moderate to high stress perceptions and a family history of psychological disorders to increased anxiety (<xref ref-type="bibr" rid="ref110">110</xref>).</p>
</sec>
<sec id="sec35">
<label>3.5.3.4</label>
<title>Social factors</title>
<p>Several social factors, such as stigmatization from COVID-19 exposure (<xref ref-type="bibr" rid="ref104">104</xref>, <xref ref-type="bibr" rid="ref115">115</xref>), disrupted social life (<xref ref-type="bibr" rid="ref115">115</xref>), less than 2&#x202F;h of daily leisure activities (<xref ref-type="bibr" rid="ref125">125</xref>), and unsatisfactory work-life balance (<xref ref-type="bibr" rid="ref102">102</xref>), were associated with increased anxiety.</p>
</sec>
<sec id="sec36">
<label>3.5.3.5</label>
<title>Organizational factors</title>
<p>Increased anxiety was found in physicians working more than 8&#x202F;h per day (<xref ref-type="bibr" rid="ref114">114</xref>) or an average of 11&#x202F;h per day (<xref ref-type="bibr" rid="ref116">116</xref>), and working 24-h shifts in the emergency department (<xref ref-type="bibr" rid="ref99">99</xref>). Increased anxiety was reported in residents working over 60&#x202F;h per week (<xref ref-type="bibr" rid="ref124">124</xref>).</p>
</sec>
<sec id="sec37">
<label>3.5.3.6</label>
<title>Anxiety related to the COVID-19 pandemic</title>
<p>The COVID-19 pandemic increased anxiety levels due to various factors, including transient symptoms (<xref ref-type="bibr" rid="ref99">99</xref>, <xref ref-type="bibr" rid="ref125">125</xref>); handling of COVID-19 patients (<xref ref-type="bibr" rid="ref103">103</xref>); avoiding contact with confirmed or suspected COVID-19 cases, working in high-risk areas, fear of contracting and transmitting the virus (<xref ref-type="bibr" rid="ref106">106</xref>); lack of confidence in managing COVID-19 patients (<xref ref-type="bibr" rid="ref125">125</xref>); and working in COVID-19 hospitals or centers (<xref ref-type="bibr" rid="ref123">123</xref>, <xref ref-type="bibr" rid="ref132">132</xref>).</p>
</sec>
</sec>
</sec>
</sec>
<sec sec-type="discussion" id="sec38">
<label>4</label>
<title>Discussion</title>
<p>The prevalence and correlates of burnout, depression, and anxiety among physicians and postgraduate medical trainees are critical areas of research that have gained significant attention in recent years. This scoping review highlights the alarming rates of mental health issues in this demographic, with burnout, depression, and anxiety being prevalent and deeply intertwined. In this review, the studies varied considerably in their methodology and findings. The most used tools by researchers were the MBI for burnout, the Patient Health Questionnaire-9 (PHQ-9) for depression, and the Generalized Anxiety Disorder-7 (GAD-7) for anxiety. These tools are recognized as the standard instruments to measure these mental health conditions. For burnout, different versions of the MBI were applied. Additionally, even in studies that utilized the same MBI version, results were reported inconsistently. For example, some studies presented burnout rates as an overall figure (<xref ref-type="bibr" rid="ref55">55</xref>, <xref ref-type="bibr" rid="ref100">100</xref>, <xref ref-type="bibr" rid="ref103">103</xref>, <xref ref-type="bibr" rid="ref106">106</xref>), while others broke down the results into burnout subdimensions (<xref ref-type="bibr" rid="ref71">71</xref>, <xref ref-type="bibr" rid="ref95">95</xref>, <xref ref-type="bibr" rid="ref108">108</xref>). Similarly, in studies measuring depression and anxiety, alongside the commonly used PHQ-9 and GAD-7, other instruments such as the Depression, Anxiety, and Stress Scales (DASS) and the Hospital Anxiety and Depression Scale (HADS) were also employed. Several sociodemographic, psychological, social, and organizational factors contribute to these mental health challenges, particularly during the ongoing COVID-19 pandemic. The review indicated a stronger focus on assessing burnout, depression, and anxiety among physicians compared to residents in training. This discrepancy was further evident in studies that included both groups, with physicians being more frequently sampled (<xref ref-type="bibr" rid="ref60">60</xref>, <xref ref-type="bibr" rid="ref85">85</xref>). One potential reason for this could be the differing accessibility between physicians and residents. Physicians often remain in one facility, while residents frequently rotate through different healthcare centers, making it more challenging to reach them for surveys and assessments. The findings of this review underline the urgency of addressing these issues and providing effective interventions and support for healthcare professionals.</p>
<sec id="sec39">
<label>4.1</label>
<title>Prevalence of burnout, depression, and anxiety</title>
<p>The prevalence of burnout, depression, and anxiety among physicians and postgraduate medical trainees in the included studies ranged widely. For burnout, the review uncovered considerable variability in prevalence estimates among physicians and residents, with significant differences in how burnout was defined and measured across studies. Burnout prevalence ranged widely from 4.7 to 90.1% among physicians and from 18.3 to 94% among residents in training, with higher rates generally found in residents compared to practicing physicians. These findings seem to agree with what has been reported in a previous systematic review (0 to 80.5%) (<xref ref-type="bibr" rid="ref28">28</xref>). Although global estimates suggest that burnout affects around 50% of both physicians (<xref ref-type="bibr" rid="ref134">134</xref>) and residents (<xref ref-type="bibr" rid="ref135">135</xref>), the review found that over 20 studies on physicians and 7 studies on residents reported burnout prevalence levels exceeding 50%. Burnout was most commonly measured using the MBI, although different tools and criteria for burnout classification led to variability in findings. The high prevalence of burnout among residents, in particular, aligns with previous studies that have highlighted the intensity of training, long working hours, and high emotional demands as key contributors (<xref ref-type="bibr" rid="ref34">34</xref>). The prevalence of depression among physicians and residents also varied significantly, ranging from 4.8 to 66.5% among physicians and 7.7 to 93% among residents. The findings are consistent with prior research indicating that medical trainees and physicians are at heightened risk of depression compared to the general population (<xref ref-type="bibr" rid="ref15">15</xref>, <xref ref-type="bibr" rid="ref17">17</xref>). Anxiety, similarly, had a wide prevalence range, from 8 to 78.9% among physicians, and from 10 to 63.9% among residents. This reflects the intense work pressure, substantial workloads, extended shifts, resource constraints, and organizational changes, all contributing (<xref ref-type="bibr" rid="ref10 ref11 ref12">10&#x2013;12</xref>), to increase mental health issues in physicians and medical trainees. Most of the studies reviewed reported prevalence exceeding 35% in both conditions, which is higher than the 20.5% for depression and 25.8% for anxiety found in a global systematic review and meta-analysis (<xref ref-type="bibr" rid="ref136">136</xref>). Similarly, Mata et al. reported a 28.8% prevalence of depression among resident physicians (<xref ref-type="bibr" rid="ref18">18</xref>), a figure lower than what was found in the majority of studies assessing depression in residents included in this review. This lower prevalence of depression reported in Mata et al.&#x2019;s review compared to most studies included in our analysis may be attributed to several factors: the inclusion of more recent studies that reflect heightened mental health challenges during the COVID-19 pandemic; broader geographic coverage, especially from low- and middle-income countries with diverse healthcare contexts; and methodological variations such as differences in assessment tools, diagnostic thresholds, and sampling strategies.</p>
</sec>
<sec id="sec40">
<label>4.2</label>
<title>Sociodemographic factors</title>
<p>Sociodemographic factors, such as age, gender, marital status, and financial situation, were consistently associated with higher levels of burnout, depression, and anxiety. Younger age, particularly among residents and junior physicians, was frequently linked to higher levels of these mental health issues. This is in line with research indicating that early-career professionals are more vulnerable to the psychological stressors of medical training (<xref ref-type="bibr" rid="ref137">137</xref>). Conversely, the impact of age on burnout and depression in older physicians was inconsistent, suggesting that other factors might influence the relationship between age and mental health outcomes in healthcare professionals. Junior physicians and residents experience higher burnout, anxiety and depression rates (<xref ref-type="bibr" rid="ref44">44</xref>, <xref ref-type="bibr" rid="ref51">51</xref>, <xref ref-type="bibr" rid="ref85">85</xref>), likely due to their lack of experience and the overwhelming demands of their roles compared to senior physicians who have acquired experience in the job. Frequent night shifts (<xref ref-type="bibr" rid="ref48">48</xref>) and extended on-call hours (<xref ref-type="bibr" rid="ref54">54</xref>, <xref ref-type="bibr" rid="ref88">88</xref>), which are more common among junior physicians and residents, further contributing to higher burnout in these groups.</p>
<p>Gender differences were another notable finding. Female physicians and residents generally reported higher levels of burnout, depression, and anxiety compared to their male counterparts (<xref ref-type="bibr" rid="ref76">76</xref>, <xref ref-type="bibr" rid="ref79">79</xref>, <xref ref-type="bibr" rid="ref108">108</xref>, <xref ref-type="bibr" rid="ref109">109</xref>, <xref ref-type="bibr" rid="ref116">116</xref>, <xref ref-type="bibr" rid="ref118">118</xref>, <xref ref-type="bibr" rid="ref125">125</xref>). This disparity may be explained by gender role theory which suggests that women are more likely to express emotional and physical exhaustion, leading to higher scores on emotional exhaustion scales (<xref ref-type="bibr" rid="ref138">138</xref>). Also, the added pressure of balancing professional responsibilities and family duties can lead to emotional exhaustion and increased burnout and psychological issues. Additionally, some researchers propose that men may generally exhibit higher resilience (<xref ref-type="bibr" rid="ref139">139</xref>), which refers to the ability to adapt effectively in the face of stress and adversity (<xref ref-type="bibr" rid="ref140">140</xref>). Research also suggests that resilience has an inverse relationship with burnout (<xref ref-type="bibr" rid="ref141">141</xref>), meaning individuals with higher resilience may be better protected against burnout. However, a small number of studies reported higher burnout or depression rates in males, possibly due to cultural or institutional factors that present unique challenges for men.</p>
<p>The relationship between marital status, having children, and mental health outcomes was less consistent. While some studies found that being married or having children increased burnout, depression, and anxiety (<xref ref-type="bibr" rid="ref60">60</xref>, <xref ref-type="bibr" rid="ref82">82</xref>, <xref ref-type="bibr" rid="ref104">104</xref>, <xref ref-type="bibr" rid="ref121">121</xref>, <xref ref-type="bibr" rid="ref128">128</xref>), others identified these factors as protective. The diversity of findings may be due to the complex interaction between personal, professional, and societal expectations, which may differ across cultural and institutional settings.</p>
<p>Financial stress was a significant factor in the mental health challenges faced by physicians and residents. Studies have shown that inadequate compensation, educational debt, and financial insecurity and pressures contribute to burnout, depression, and anxiety (<xref ref-type="bibr" rid="ref45">45</xref>, <xref ref-type="bibr" rid="ref69">69</xref>, <xref ref-type="bibr" rid="ref94">94</xref>, <xref ref-type="bibr" rid="ref125">125</xref>). A study in South Africa found that lower income was associated with higher burnout levels among physicians during the COVID-19 pandemic (<xref ref-type="bibr" rid="ref87">87</xref>). These findings highlight the importance of addressing financial well-being as part of broader efforts to improve mental health outcomes in the medical profession.</p>
</sec>
<sec id="sec41">
<label>4.3</label>
<title>Psychological and social factors</title>
<p>Psychological factors such as depression, anxiety, and stress were strongly associated with burnout, depression, and anxiety. Physicians and residents with pre-existing psychological conditions are at greater risk of experiencing burnout, anxiety and depression (<xref ref-type="bibr" rid="ref56">56</xref>, <xref ref-type="bibr" rid="ref66">66</xref>, <xref ref-type="bibr" rid="ref102">102</xref>). This is not surprising given the interrelated nature of these mental health conditions, which often co-occur among healthcare professionals. A study conducted in Morocco linked high anxiety levels to increased stress perception and a family history of psychological disorders (<xref ref-type="bibr" rid="ref110">110</xref>). The impact of psychological distress is compounded by the high demands of medical practice, where the emotional toll of patient care and the expectation of constant performance can exacerbate existing mental health struggles.</p>
<p>Social factors, including poor work-life balance, limited social activities, and family life stress, were also significant contributors to burnout, depression, and anxiety. The disruption of social life and family dynamics due to long working hours, night shifts, and emotional exhaustion may lead to healthcare professionals&#x2019; mental health issues. Shift work often disrupts work-life balance and contributes to sleep deprivation, further increasing burnout risk (<xref ref-type="bibr" rid="ref142">142</xref>). In Brazil, residents with an unsatisfactory work-life balance experience higher anxiety levels (<xref ref-type="bibr" rid="ref102">102</xref>). Conversely, a study in Malaysia found that having hobbies or leisure activities was linked to lower depression levels among residents (<xref ref-type="bibr" rid="ref113">113</xref>). The COVID-19 pandemic further intensified these social stressors, with many physicians and residents reporting additional challenges such as stigmatization for treating COVID-19 patients (<xref ref-type="bibr" rid="ref73">73</xref>), family concerns, and fear of infecting loved ones (<xref ref-type="bibr" rid="ref143">143</xref>).</p>
</sec>
<sec id="sec42">
<label>4.4</label>
<title>Organizational factors</title>
<p>Work-related factors, including long working hours, high workload, night shifts, and extended on-call hours, were identified as significant predictors of burnout, depression, and anxiety (<xref ref-type="bibr" rid="ref67">67</xref>, <xref ref-type="bibr" rid="ref68">68</xref>, <xref ref-type="bibr" rid="ref77">77</xref>, <xref ref-type="bibr" rid="ref99">99</xref>). These findings are consistent with a large body of literature that highlights the detrimental effects of work-related stressors on healthcare workers&#x2019; mental health (<xref ref-type="bibr" rid="ref141">141</xref>). The strain of working over 40&#x202F;h a week, frequent night shifts, and 24-h shifts exacerbates feelings of exhaustion, stress, and emotional depletion, leading to higher levels of burnout anxiety and depression.</p>
<p>The COVID-19 pandemic has been a key organizational factor in exacerbating these mental health issues. Healthcare workers, particularly those in high-risk areas such as emergency departments and intensive care units (<xref ref-type="bibr" rid="ref99">99</xref>), reported increased levels of burnout, depression, and anxiety due to the overwhelming demands of treating COVID-19 patients, fear of infection, and inadequate protective measures. The pandemic&#x2019;s impact on mental health highlights the urgent need for better institutional support, improved personal protective equipment (PPE), and mental health resources for frontline healthcare workers.</p>
</sec>
<sec id="sec43">
<label>4.5</label>
<title>Protective factors</title>
<p>Several protective factors were identified in the studies reviewed, including resilience, and strong institutional support (<xref ref-type="bibr" rid="ref56">56</xref>), access to mental health services (<xref ref-type="bibr" rid="ref97">97</xref>), and faculty support (<xref ref-type="bibr" rid="ref93">93</xref>). These findings suggest that fostering a supportive work environment, promoting mental health resources, and encouraging work-life balance can help mitigate the negative impact of stressors on physicians and residents. Additionally, personal factors such as exercising three times a week for 20&#x202F;min (<xref ref-type="bibr" rid="ref46">46</xref>), professional efficacy (<xref ref-type="bibr" rid="ref101">101</xref>), and having a supportive family life were all identified as protective factors against burnout. These findings emphasize the importance of a multifaceted approach to addressing mental health in the medical profession.</p>
</sec>
<sec id="sec44">
<label>4.6</label>
<title>Implications for policy and practice</title>
<p>The findings of this scoping review underscore the widespread and significant mental health challenges faced by physicians and postgraduate medical trainees, including burnout, depression, and anxiety. These issues are not only detrimental to the well-being of healthcare providers but also have serious implications for patient care, workforce sustainability, and healthcare system efficiency. Therefore, urgent attention and targeted interventions are required at multiple levels to mitigate the impact of these mental health conditions. Firstly, healthcare organizations must prioritize mental health and well-being in their workplace policies. This includes promoting a culture of psychological safety, providing access to mental health services, and ensuring that physicians and trainees have opportunities to engage in stress-reducing activities. Implementing institutional support systems, such as counseling services, peer support programs, and resilience training, could significantly help reduce burnout and foster a healthier work environment. Reducing work-related demands and enhancing access to resources may help residents lower their stress levels and improve their overall well-being (<xref ref-type="bibr" rid="ref144">144</xref>).</p>
<p>Furthermore, providing financial support and improving compensation for healthcare professionals, especially in regions with significant income disparities, may help alleviate stressors contributing to these mental health issues. Secondly, addressing work-life balance is critical in both policy and practice. Policies that regulate working hours, reduce excessive shifts, and prevent burnout-inducing workloads should be implemented. For instance, limiting mandatory on-call hours and advocating for reasonable shift schedules, stress management, training in mindfulness could mitigate the stress and burnout identified in this review (<xref ref-type="bibr" rid="ref145">145</xref>, <xref ref-type="bibr" rid="ref146">146</xref>). Additionally, providing sufficient time off and family leave would help professionals manage personal responsibilities alongside demanding work schedules. Finally, the incorporation of mental health education into medical training is essential. Training future healthcare providers to recognize the early signs of burnout, depression, and anxiety, and equipping them with coping strategies, could significantly reduce the prevalence of these conditions in the long term. Integrating mental health discussions into residency and ongoing professional development programs may help destigmatize these issues and empower healthcare providers to seek help when needed.</p>
</sec>
</sec>
<sec id="sec45">
<label>5</label>
<title>Strength and limitations</title>
<p>One of the key strengths of this study is its comprehensive and up-to-date examination of the prevalence of major mental health conditions, such as burnout, depression, and anxiety, which are often studied individually but not collectively. The findings offer valuable data that can assist in monitoring changes in these conditions over time. However, the study has some limitations. Firstly, while a significant number of papers were included, the search did not cover all available databases, leaving a possibility that some relevant studies were missed or excluded due to publication bias. Secondly, the research was limited to studies published between 2021 and April 2024 and written only in English, which further restricts its scope. Thirdly, different methods were used to measure the prevalence of burnout, depression, and anxiety, making it difficult to produce a unified estimate for each condition. Future studies should focus on reporting rates specific to each assessment tool rather than merging results from different scales. Fourthly, many of the studies did not mention the validity and reliability of the tools they used. Among the most used tools were the MBI for burnout, the PHQ-9 for depression, and the GAD-7 for anxiety. These tools are widely used globally, with strong evidence supporting their reliability and consistency. For instance, the GAD-7 demonstrates good test&#x2013;retest reliability and strong internal consistency (<xref ref-type="bibr" rid="ref147">147</xref>, <xref ref-type="bibr" rid="ref148">148</xref>). The MBI, a concise questionnaire used to evaluate burnout symptoms and their intensity, has shown strong reliability. Specifically, it has Cronbach&#x2019;s alpha values of 0.90 for emotional exhaustion, 0.76 for depersonalization, and 0.76 for personal accomplishment (<xref ref-type="bibr" rid="ref149">149</xref>). Similarly, the PHQ-9, widely used for depression screening, exhibits solid psychometric properties with good sensitivity and high internal consistency (<xref ref-type="bibr" rid="ref150">150</xref>, <xref ref-type="bibr" rid="ref151">151</xref>), making it a reliable tool for assessing depression symptoms. Thus, the choice and selection of tools in the retrieved studies seem to be appropriate. Lastly, another limitation of our study is the lack of a formal assessment of bias and methodological quality among the included studies. Future updates to this review will address this gap by incorporating a meta-analysis and employing standardized tools to systematically evaluate the risk of bias and study quality. Despite these limitations, this study provides a crucial resource for future research on the prevalence of burnout, depression, and anxiety, emphasizing the need for consistent methodologies and longitudinal studies.</p>
</sec>
<sec sec-type="conclusions" id="sec46">
<label>6</label>
<title>Conclusion</title>
<p>The high prevalence of burnout, depression, and anxiety among physicians and postgraduate medical trainees is a concerning issue that requires immediate attention. This review highlights the complex interplay of sociodemographic, psychological, social, and organizational factors contributing to mental health challenges in this group. The psychological well-being of these professionals is critical, as it directly impacts patient care and overall healthcare outcomes. Additionally, our review highlights a consistently high prevalence of burnout, anxiety, and depression across multiple high-quality studies, underscoring the need for urgent action at both policy and institutional levels. To mitigate these issues, healthcare organizations must prioritize the mental health and well-being of their staff by implementing policies that promote work-life balance, financial security, mental health resources, and institutional support. Additionally, addressing the unique challenges faced by female physicians, junior physicians, and residents is essential to creating a healthier and more sustainable medical workforce. Ultimately, improving mental health outcomes in healthcare professionals will lead to better care for patients and a more resilient healthcare system. It is essential to prioritize and implement interventions that support the psychological well-being of physicians and residents, with the goal of preventing or reducing burnout, depression, and anxiety. One promising approach is the use of evidence-based mobile text messaging technology, which offers a convenient, cost-effective, and accessible way to provide psychological support to those in need (<xref ref-type="bibr" rid="ref152">152</xref>, <xref ref-type="bibr" rid="ref153">153</xref>). This review offers valuable insights to inform policymakers and healthcare administrators in designing effective strategies to mitigate burnout, depression, and anxiety among medical professionals.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec47">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1">Supplementary material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="author-contributions" id="sec48">
<title>Author contributions</title>
<p>SO: Conceptualization, Methodology, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. MA: Writing &#x2013; review &#x0026; editing. BA: Writing &#x2013; review &#x0026; editing. RD: Writing &#x2013; review &#x0026; editing. VA: Conceptualization, Supervision, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec sec-type="funding-information" id="sec49">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. This study was supported by QE II foundation, Heart &#x0026; Stroke Foundation and Department of Psychiatry, Faculty of Medicine.</p>
</sec>
<sec sec-type="COI-statement" id="sec50">
<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 sec-type="ai-statement" id="sec51">
<title>Generative AI statement</title>
<p>The author(s) declare that no Gen AI was used in the creation of this manuscript.</p>
</sec>
<sec sec-type="disclaimer" id="sec52">
<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 sec-type="supplementary-material" id="sec53">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fpubh.2025.1537108/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fpubh.2025.1537108/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<ref-list>
<title>References</title>
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