<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.2 20190208//EN" "http://jats.nlm.nih.gov/publishing/1.2/JATS-journalpublishing1.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="review-article" dtd-version="1.2" xml:lang="en">
    <front>
        <journal-meta>
            <journal-id journal-id-type="pmc">F1000Research</journal-id>
            <journal-title-group>
                <journal-title>F1000Research</journal-title>
            </journal-title-group>
            <issn pub-type="epub">2046-1402</issn>
            <publisher>
                <publisher-name>F1000 Research Limited</publisher-name>
                <publisher-loc>London, UK</publisher-loc>
            </publisher>
        </journal-meta>
        <article-meta>
            <article-id pub-id-type="doi">10.12688/f1000research.141325.2</article-id>
            <article-categories>
                <subj-group subj-group-type="heading">
                    <subject>Review</subject>
                </subj-group>
                <subj-group>
                    <subject>Articles</subject>
                </subj-group>
            </article-categories>
            <title-group>
                <article-title>Dissecting Loneliness in the Digital Age: An Insight into the Experiences of Medical Students Amid and Beyond the COVID-19 Pandemic</article-title>
                <fn-group content-type="pub-status">
                    <fn>
                        <p>[version 2; peer review: 1 approved, 2 approved with reservations]</p>
                    </fn>
                </fn-group>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author" corresp="yes">
                    <name>
                        <surname>Nashwan</surname>
                        <given-names>Abdulqadir J.</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <uri content-type="orcid">https://orcid.org/0000-0003-4845-4119</uri>
                    <xref ref-type="corresp" rid="c1">a</xref>
                    <xref ref-type="aff" rid="a1">1</xref>
                    <xref ref-type="aff" rid="a2">2</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Alahmad</surname>
                        <given-names>Rawan</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <uri content-type="orcid">https://orcid.org/0009-0002-1718-8882</uri>
                    <xref ref-type="aff" rid="a3">3</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Abu Afifeh</surname>
                        <given-names>Ghazi</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="aff" rid="a4">4</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Abu Afifeh</surname>
                        <given-names>Nour</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="aff" rid="a4">4</xref>
                </contrib>
                <aff id="a1">
                    <label>1</label>Department of Public Health, College of Health Sciences, QU Health, Qatar University, Doha, Doha, Qatar</aff>
                <aff id="a2">
                    <label>2</label>Hamad Medical Corporation, Doha, Doha, 3050, Qatar</aff>
                <aff id="a3">
                    <label>3</label>Faculty of Medicine, Yarmouk University, Irbid, Irbid Governorate, Jordan</aff>
                <aff id="a4">
                    <label>4</label>Faculty of Medicine, The University of Jordan, Amman, Amman Governorate, Jordan</aff>
            </contrib-group>
            <author-notes>
                <corresp id="c1">
                    <label>a</label>
                    <email xlink:href="mailto:anashwan@hamad.qa">anashwan@hamad.qa</email>
                </corresp>
                <fn fn-type="conflict">
                    <p>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>26</day>
                <month>6</month>
                <year>2024</year>
            </pub-date>
            <pub-date pub-type="collection">
                <year>2023</year>
            </pub-date>
            <volume>12</volume>
            <elocation-id>1196</elocation-id>
            <history>
                <date date-type="accepted">
                    <day>29</day>
                    <month>5</month>
                    <year>2024</year>
                </date>
            </history>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2024 Nashwan AJ et al.</copyright-statement>
                <copyright-year>2024</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access article distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <self-uri content-type="pdf" xlink:href="https://f1000research.com/articles/12-1196/pdf"/>
            <abstract>
                <p>This narrative review explores loneliness among medical students, particularly heightened during the COVID-19 pandemic. This review aims to narratively describe how the digital age, both pre- and post-pandemic, influences loneliness and to assess the psychological effects of the pandemic on medical students. Our literature search, adhering to SANRA guidelines, scrutinized studies published in the last ten years focusing on loneliness among medical students. Our findings reveal that medical students experienced significant loneliness during the pandemic, attributed to virtual learning environments and decreased social interactions. Notably, the transition to online education has mitigated and exacerbated feelings of isolation. The review also highlights the dual role of social media in either alleviating or intensifying loneliness, depending on usage patterns and platform types. Overall, our study underscores the need for targeted interventions and support systems to address the mental well-being of medical students in the digital age and beyond, providing crucial insights for future research and policy-making in educational and psychological support frameworks.</p>
            </abstract>
            <kwd-group kwd-group-type="author">
                <kwd>Medical students</kwd>
                <kwd>Loneliness</kwd>
                <kwd>COVID-19</kwd>
                <kwd>Digital age</kwd>
                <kwd>Social media</kwd>
                <kwd>Well-being</kwd>
            </kwd-group>
            <funding-group>
                <award-group id="fund-1" xlink:href="http://dx.doi.org/10.13039/100019779">
                    <funding-source>Qatar National Library</funding-source>
                </award-group>
                <funding-statement>This research was supported by Open Access funding provided by the Qatar National Library.</funding-statement>
                <funding-statement>
                    <italic>The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.</italic>
                </funding-statement>
            </funding-group>
        </article-meta>
        <notes>
            <sec sec-type="version-changes">
                <label>Revised</label>
                <title>Amendments from Version 1</title>
                <p>In response to feedback received, significant revisions have been made to enhance the clarity and depth of our narrative review on loneliness among medical students during the COVID-19 pandemic. Key updates are outlined below: 
                    <list list-type="bullet">
                        <list-item>
                            <p>Title and Abstract: The title remains unchanged to reflect the focus of the review accurately. However, the abstract has been revised to provide a more concise summary of the findings, emphasizing specific results over general statements, and clarifying the narrative nature of the review.</p>
                        </list-item>
                        <list-item>
                            <p>No changes have been made to the author list.</p>
                        </list-item>
                        <list-item>
                            <p>We clarified the sources and estimates used in Figure 1, drawing from several studies to support our data presentation. No new figures or tables have been added.</p>
                        </list-item>
                        <list-item>
                            <p>We refined the introduction to sharply focus on the impact of the pandemic on loneliness among medical students, reducing the extensive background on COVID-19's global impact.</p>
                        </list-item>
                        <list-item>
                            <p>The rationale for choosing a narrative review approach over other types of reviews has been explicitly stated, emphasizing its relevance to the broad and explorative nature of the research questions addressed.</p>
                        </list-item>
                        <list-item>
                            <p>We rearranged key definitions to appear earlier in the text to set a clear framework before deeper discussion. Additionally, we broadened the citation base to ensure a robust representation of existing research, reducing reliance on single-study references.</p>
                        </list-item>
                        <list-item>
                            <p>A new section has been added detailing the limitations of our narrative review, highlighting potential biases and the implications of the chosen methodology on the review's precision and comprehensiveness.</p>
                        </list-item>
                    </list> We appreciate the constructive feedback and have addressed specific concerns regarding the qualitative aspects, search strategy, and methodological clarity, maintaining the integrity and focus of a narrative review while enhancing the overall comprehensiveness and readability.</p>
            </sec>
        </notes>
    </front>
    <body>
        <sec id="sec1" sec-type="intro">
            <title>1. Introduction</title>
            <p>In December 2019, an outbreak of pneumonia with an unknown cause was reported in Wuhan, China. Investigation revealed that the cases were linked to the Huanan Seafood Wholesale Market.
                <sup>
                    <xref ref-type="bibr" rid="ref1">1</xref>
                </sup> Scientists were able to isolate a novel respiratory virus from respiratory samples, which was later identified as a new coronavirus belonging to the same family as the virus causing severe acute respiratory syndrome (SARS).
                <sup>
                    <xref ref-type="bibr" rid="ref2">2</xref>
                </sup> This new coronavirus was named SARS-CoV-2 and is responsible for the disease known as COVID-19. The rapid global spread of SARS-CoV-2 and the significant number of deaths led to the declaration of a pandemic by the World Health Organization in March 2020.
                <sup>
                    <xref ref-type="bibr" rid="ref2">2</xref>
                </sup> Beside the increased morbidity and mortality that resulted from the spread of this virus, the impact of the COVID-19 pandemic has been immense; as governments around the world have implemented lockdown measures to isolate the infection, resulting in economic consequences, and increased poverty worldwide.
                <sup>
                    <xref ref-type="bibr" rid="ref3">3</xref>
                </sup> In addition to that, extended periods of social isolation led to persistent feelings of loneliness and boredom, which can possibly have negative impacts on both physical and mental well-being on the long run.
                <sup>
                    <xref ref-type="bibr" rid="ref4">4</xref>
                </sup>
            </p>
            <p>The lives of numerous individuals have been profoundly affected by the emergence of COVID-19 and the subsequent measures done to control its transmission. Among these impacted groups are medical students. A study conducted in the US revealed that a substantial number of students had their clinical rotations cancelled or shortened by COVID-19.
                <sup>
                    <xref ref-type="bibr" rid="ref5">5</xref>
                </sup> Additionally, most students did not have in-person patient contact during the study period. Approximately, 75% of students acknowledged that their medical education had been significantly disrupted by the pandemic, and 84.1% of students agreed that COVID-19 pandemic affected their stress or anxiety levels.
                <sup>
                    <xref ref-type="bibr" rid="ref5">5</xref>
                </sup> Despite these challenges, students were able to find valuable learning opportunities through alternative methods such as telehealth, online courses, research, volunteering, and independent study.
                <sup>
                    <xref ref-type="bibr" rid="ref5">5</xref>
                </sup> But also, according to the study, 61.3 % of the respondents thought that medical students should continue with normal clinical rotations during this pandemic. In Saudi Arabia, a study found that 94.4% of medical students reported experiencing moderate to high perceived stress. Additionally, two-thirds of the students reported experiencing generalized anxiety symptoms, with 47% of them falling into the moderate to severe range.
                <sup>
                    <xref ref-type="bibr" rid="ref6">6</xref>
                </sup>
            </p>
            <p>Loneliness is defined by subjective feelings of social pain and isolation. It is considered a universal phenomenon in human experiences, and its emotional distress can have serious consequences.
                <sup>
                    <xref ref-type="bibr" rid="ref7">7</xref>
                </sup> Loneliness showed medium to large effects on all health outcomes according to a comprehensive review and meta-analysis conducted in 2020.
                <sup>
                    <xref ref-type="bibr" rid="ref8">8</xref>
                </sup> Those effects included physical and mental health outcomes, with the strongest impact being on mental health and well-being (
                <italic toggle="yes">i.e.,</italic> depression, anxiety, suicidality, general mental health); it is especially crucial to prioritize the proper training of healthcare providers, enabling them to recognize and address their own feeling of loneliness. Given the fact that among medical residents, suicide ranks as the primary cause of death among males and the second leading cause among females.
                <sup>
                    <xref ref-type="bibr" rid="ref9">9</xref>
                </sup>
            </p>
            <p>As per a recent study examining loneliness among medical students, physician trainees, and faculty physicians, the findings indicate that loneliness is prevalent amongst people in the medical health industry, and that indeed includes medical students.
                <sup>
                    <xref ref-type="bibr" rid="ref10">10</xref>
                </sup>
            </p>
            <p>The COVID-19 crisis has resulted in the usage of digital platforms not only for entertainment purposes but also for educational and corporate reasons.
                <sup>
                    <xref ref-type="bibr" rid="ref11">11</xref>
                </sup> Several studies looked at the role of social media use during the COVID-19 pandemic. A Pakistani study had shown that while using social media during the COVID-19 crisis can be beneficial for emotional support, information gathering, and connecting with peers, it also takes a toll on mental health due to excessive usage.
                <sup>
                    <xref ref-type="bibr" rid="ref12">12</xref>
                </sup>
            </p>
            <p>Another study on Chinese college students revealed a connection between higher social media use and poorer mental health outcomes. Participants with high levels of disaster-related stress experienced greater depression when exposed to more disaster news on social media. Additionally, the relationship between social media use and mental health was mediated by negative affect, indicating that negative emotions played a role in this association.
                <sup>
                    <xref ref-type="bibr" rid="ref13">13</xref>
                </sup>
            </p>
            <p>In this review, we focus on the issue of loneliness as experienced by medical students, which is a significant concern, especially during the COVID-19 pandemic, considering the demanding nature of their studies and the impact of the pandemic on their education and well-being. The review also focuses on the digital age, by specifically examining loneliness in the digital age pre- and post- pandemic. It also gives insights into the psychological impact of the COVID-19 pandemic on medical students and how it intersects with loneliness. Overall, this narrative review holds importance by exploring an important topic, considering the digital age and the COVID-19 pandemic, and providing valuable insights for intervention, support, and future research.</p>
        </sec>
        <sec id="sec2">
            <title>2. Literature search</title>
            <p>A systematic search strategy was employed that adhered to the SANRA guidelines.
                <sup>
                    <xref ref-type="bibr" rid="ref14">14</xref>
                </sup> PubMed, Scopus, PsycINFO, and Google Scholar, were searched using a combination of keywords and Boolean operators, such as &#x201c;medical students,&#x201d; &#x201c;loneliness,&#x201d; &#x201c;mental well-being,&#x201d; &#x201c;virtual education,&#x201d; &#x201c;COVID-19 pandemic,&#x201d; and related synonyms. The search was conducted in titles and abstracts, with inclusion criteria focusing on studies that specifically addressed aspects of loneliness, mental health, and virtual education among medical students, published in English, and peer-reviewed within the last ten years. Exclusion criteria ruled out studies not directly related to the topic. The screening process involved an initial review by title and abstract, followed by a full-text review.</p>
        </sec>
        <sec id="sec3">
            <title>3. The pre-COVID state of loneliness among medical students</title>
            <p>Loneliness is a personal and psychological state that is linked to factors like social isolation, depression, introversion, or inadequate social skills. Studies have revealed that loneliness is most experienced among various social groups, including young adults (aged 18-29 years), older adults, individuals with physical or mental health conditions, those with low income, and people with different marital statuses, such as single, separated, widowed, or divorced individuals.
                <sup>
                    <xref ref-type="bibr" rid="ref15">15</xref>
                </sup>
            </p>
            <p>Medical students represent an important group deserving attention regarding the prevalence of loneliness and the factors influencing it. In a recent study focusing on loneliness among various medical professionals, including medical students, it was found that 20.9% of the participants of the medical students reported experiencing intense loneliness, indicated by scores of 2 or 3 on a scale ranging from 0 to 3.
                <sup>
                    <xref ref-type="bibr" rid="ref10">10</xref>
                </sup> In a study that looked at loneliness at universities, the average emotional loneliness score in medicine/health care study discipline was 0.847, while the mean social loneliness score was 0.302 (The general loneliness scale ranged from 0 to 6 (0&#x2013;1 = not lonely, 2&#x2013;4 = moderately lonely, 5&#x2013;6 severely lonely).
                <sup>
                    <xref ref-type="bibr" rid="ref16">16</xref>
                </sup>
            </p>
            <p>A recent meta-analysis was conducted and revealed some risk factors of mental problems in medical students, and the results indicate that female medical students are at a higher risk for mental health issues, possibly due to pre-existing gender differences in mental distress.
                <sup>
                    <xref ref-type="bibr" rid="ref17">17</xref>
                </sup> Junior or preclinical students, who are at an early stage of medical education, are also at a higher risk for mental distress. Factors such as low social support, bad family relationships, economic troubles, pre-existing mental or physical illnesses, and COVID-19 infection or exposure are associated with mental problems among medical students. Unhealthy lifestyles, increasing substance use, irregular diet and sleep, and problematic smartphone and internet use are emerging risk factors that need further investigation.
                <sup>
                    <xref ref-type="bibr" rid="ref17">17</xref>
                </sup> Another study that involved Chinese medical students revealed that sophomores and junior students, neuroticism, high arousal symptoms, and the quality of support from friends were the risk factors for high loneliness profile.
                <sup>
                    <xref ref-type="bibr" rid="ref18">18</xref>
                </sup>
            </p>
            <p>Undoubtedly, social media stands as one of the most extensively utilized interactive technologies, so it is important to study how those social connecting platforms affect loneliness.
                <sup>
                    <xref ref-type="bibr" rid="ref19">19</xref>
                </sup> The primary purpose behind the development of social media was to establish connections between individuals in various parts of the world.
                <sup>
                    <xref ref-type="bibr" rid="ref20">20</xref>
                </sup> However, as technology brings people closer, the &#x201c;alone together&#x201d; phenomenon arises, where individuals feel isolated despite constant technological connections, and this can lead to serious problems such as depression, especially for people who have the -so called-, social network site (SNS) addiction.
                <sup>
                    <xref ref-type="bibr" rid="ref21">21</xref>
                </sup>
            </p>
            <p>SNS addiction is a phenomenon where individuals are so highly motivated to use social networking sites that it adversely affects their social activities, studies, work, relationships, and overall psychological health and well-being.
                <sup>
                    <xref ref-type="bibr" rid="ref22">22</xref>
                </sup> According to a meta-analysis that studied the SNS addiction problem in medical students, the prevalence of Internet addiction among medical students was five times higher than that of the general population.
                <sup>
                    <xref ref-type="bibr" rid="ref23">23</xref>
                </sup>
            </p>
            <p>According to a Chinese study, approximately 33.18% of the participating medical students were found to have an addiction to SNSs. Most of these students used social media platforms daily, with around half spending more than one hour per day on them. Among various demographic factors, the only influencing factor was the students&#x2019; grade level. In addition, the study demonstrated that SNS addiction has the potential to impact depression by affecting feelings of loneliness and unmet interpersonal needs.
                <sup>
                    <xref ref-type="bibr" rid="ref24">24</xref>
                </sup>
            </p>
            <p>Addressing loneliness among medical students is crucial to ensure their overall well-being and academic success. Loneliness can result in a sense of isolation and detachment, exerting adverse effects on a student&#x2019;s mental health. This, in turn, may induce stress, potentially leading to detrimental impacts on academic performance. According to a study&#x2019;s results, there was a positive association between loneliness and academic stress, meaning that as loneliness increased, so did academic stress.
                <sup>
                    <xref ref-type="bibr" rid="ref25">25</xref>
                </sup> On the other hand, there was a negative association between loneliness and psychological well-being, suggesting that higher levels of loneliness were linked to lower levels of psychological well-being.
                <sup>
                    <xref ref-type="bibr" rid="ref25">25</xref>
                </sup> In another study that exclusively evaluated the influence of family loneliness on medical professionalism measures (
                <italic toggle="yes">i.e.,</italic> empathy, teamwork, and lifelong learning) among medical students, the findings revealed an inverse correlation between family loneliness and those measures; meaning that as family loneliness increased, the levels of empathy, teamwork, and learning measures tended to decrease among the medical students.
                <sup>
                    <xref ref-type="bibr" rid="ref26">26</xref>
                </sup>
            </p>
        </sec>
        <sec id="sec4">
            <title>4. The impact of COVID-19 on loneliness among medical students</title>
            <p>A study aimed to investigate the psychological challenges related to COVID-19 quarantine faced by medical students, with a focus on loneliness.
                <sup>
                    <xref ref-type="bibr" rid="ref18">18</xref>
                </sup> The researchers surveyed 1,478 participants using face-to-face online questionnaires, incorporating the University of California, Los Angeles (UCLA) Loneliness Scale and psychological characteristic scales.
                <sup>
                    <xref ref-type="bibr" rid="ref27">27</xref>
                </sup> The results revealed three distinct loneliness profiles: low loneliness (52.3%), interpersonal sensitivity loneliness (3.5%), and high loneliness (44.1%). Risk factors for high loneliness included being a sophomore or junior student, neuroticism, high arousal symptoms, and the quality of support from friends, while predictors of interpersonal sensitive loneliness were sophomore and junior students, openness, and conscientiousness personality traits. Conversely, good peer relationships and other support acted as protective factors for the low loneliness profile. However, limitations in the study, such as the single medical university&#x2019;s participant selection, may affect the generalizability of the findings. In conclusion, targeted interventions addressing loneliness based on identified profiles and predictors in medical students are suggested, with timely support and strategies playing a crucial role in enhancing their mental wellbeing during challenging times like the COVID-19 pandemic.</p>
            <p>Other researchers present a review of the advantages and disadvantages of virtual medical teaching for medical students during the COVID-19 pandemic, focusing on the shift to remote learning.
                <sup>
                    <xref ref-type="bibr" rid="ref28">28</xref>
                </sup> The study involved analyzing 201 articles, with 34 included, and conducting manual searches for additional references. Strengths of virtual teaching were identified, including improved access to diverse web-based resources, interactive teaching facilitating remote patient interactions, and open-access teaching with medical experts for staying updated on medical advancements. Peer mentoring also proved valuable. Conversely, weaknesses encompassed technical challenges, confidentiality issues, reduced student engagement, loss of assessments, and negative impacts on students&#x2019; mental well-being. Global inequalities in virtual teaching services further affected medical education. Participants strongly agreed that virtual learning increased their knowledge and stimulated learning, with most indicating a willingness to recommend and continue with this form of teaching. The advantages included the ease of accessing educational materials in preferred environments, accessibility to experts globally, and an opportunity to enhance virtual medical education. However, disadvantages included technical issues with audio and video, lack of clinical experience, loss of networking opportunities, cost and time burdens for faculties, potential boundary issues between work and home, and increased risks of isolation, anxiety, and boredom. As a researcher, this comprehensive analysis sheds light on the benefits and drawbacks of remote learning, underlining the significance of optimizing virtual medical education while addressing associated challenges for improved outcomes during unprecedented times.</p>
            <p>Furthermore, a systematic review with meta-analysis aimed to investigate the potential increase in loneliness during the COVID-19 pandemic, considering the impact of measures like physical distancing.
                <sup>
                    <xref ref-type="bibr" rid="ref29">29</xref>
                </sup> The review identified 34 high-quality primary studies with 215,026 participants, including longitudinal and pseudo longitudinal designs. The meta-analysis revealed a small but significant increase in loneliness scores and prevalence rates compared to pre-pandemic times. The findings underscore the importance of addressing the issue of loneliness during the ongoing health crisis and highlight the need for further investigation into risk and protective factors to develop targeted interventions for mental and physical health support.</p>
        </sec>
        <sec id="sec5">
            <title>5. The role of social media during the COVID-19 era</title>
            <p>A study investigated the impact of social media use during the COVID-19 pandemic, utilizing both quantitative and qualitative surveys with 307 participants.
                <sup>
                    <xref ref-type="bibr" rid="ref30">30</xref>
                </sup> The findings demonstrated that passive social media use was linked to increased loneliness and decreased life satisfaction. However, certain active social media engagement led to a rise in positive affect, while other active uses resulted in heightened feelings of loneliness. Platform-specific differences were also observed, with Twitter use being associated with increased feelings of loneliness. The qualitative results indicated a surge in social media use during the pandemic, providing opportunities for digital reconnection with old friends and family. These findings shed light on the diverse effects of social media use during COVID-19 and highlight the importance of understanding the nuances of online interactions on individuals&#x2019; emotional well-being.</p>
            <p>In another investigation, a study explores the impact of COVID-19 on communication and collaboration in distance learning environments, along with the role of social media in this context.
                <sup>
                    <xref ref-type="bibr" rid="ref31">31</xref>
                </sup> The study collected data through an online survey from 234 students and tested research hypotheses. The findings indicate that increased use of Facebook for professional purposes enhances students&#x2019; communication and collaboration during distance learning. High activity on Facebook and LinkedIn is crucial for communication with educators. Active participation in distance classes and positive assessment of online tools also positively influence communication and collaboration among students, aligning with engagement theory. The research contributes to the distance learning literature by shedding light on the pandemic&#x2019;s effects through the lens of engagement theory, and it offers practical implications for all participants in the educational process.</p>
            <p>Furthermore, the COVID-19 pandemic and its containment measures have had a significant impact on mental health, especially during adolescence, a critical period for social and cognitive development.
                <sup>
                    <xref ref-type="bibr" rid="ref32">32</xref>
                </sup> Studies have shown that social deprivation during this time can lead to diverse mental health problems.
                <sup>
                    <xref ref-type="bibr" rid="ref33">33</xref>
                </sup> Lockdown measures during the early months of the pandemic threatened the mental health of youth due to distant learning, closure of leisure environments, decreased outdoor activities, and distress related to the pandemic. Several reviews have highlighted the immediate impact of the pandemic on young people&#x2019;s mental health, showing increased anxiety, loneliness, stress, and depressive symptoms.
                <sup>
                    <xref ref-type="bibr" rid="ref34">34</xref>
                </sup> Adolescents responded to social distancing by spending more time online, particularly on social media platforms, to alleviate negative experiences. This increased screen time, along with digital technology use, has both positive and negative impacts on mental well-being. However, the specific link between digital media use and adolescents&#x2019; mental health during the COVID-19 pandemic has not been systematically studied. The present review aim to address this gap by focusing on the relationship between digital media use, mental health, and adolescents during the COVID-19 pandemic.</p>
            <p>Moreover, another study examined the impact of social media use on mental health and well-being.
                <sup>
                    <xref ref-type="bibr" rid="ref35">35</xref>
                </sup> High frequency social media users, who used it several times daily, were found to have poorer mental health, overall quality of life, higher loneliness, and lower well-being compared to low-frequency users who used it daily or less frequently. Among those using social media daily or less frequently, 24.2% experienced emotional distress and poor overall quality of life. However, for high-frequency users, the proportions experiencing emotional distress and poor overall quality of life were significantly higher at 75.8% and 75.6%, respectively. The findings suggest that excessive use of social media may be associated with negative effects on mental health and overall well-being.</p>
        </sec>
        <sec id="sec6">
            <title>6. The post-COVID scenario and the evolving role of social media</title>
            <p>In the post-COVID era, loneliness continues to be a prevalent and concerning issue among medical students. Approximately 44.1% of medical students fall into the high loneliness profile, indicating a significant proportion experiencing profound feelings of isolation and disconnection. Moreover, 3.5% of students are categorized under the interpersonal sensitivity loneliness profile, suggesting a subgroup struggling with interpersonal interactions.
                <sup>
                    <xref ref-type="bibr" rid="ref36">36</xref>
                </sup> This could be attributed to the pandemic&#x2019;s impact on campus closures, limited social interactions, and increased academic pressure. Consequently, there is a pressing need for targeted support and interventions to address the mental health struggles of medical students in the post-pandemic era. By understanding and addressing loneliness, we can promote their overall well-being and ensure their success in both academic pursuits and future medical careers.</p>
            <p>While numerous studies have explored the immediate impact of COVID-19 loneliness on the mental health of medical students, there is a lack of research on the long-term effects, this could be due to the temporal proximity of the lockdown termination. Regarding the short-term consequences, one study conducted in the United States found that medical students faced elevated levels of stress, burnout, and loneliness.
                <sup>
                    <xref ref-type="bibr" rid="ref36">36</xref>
                </sup> Students with preexisting mental health conditions are at a significantly higher risk, as they might encounter restricted availability of crucial treatments and services, leading them to adapt their care delivery methods, such as transitioning to virtual sessions.
                <sup>
                    <xref ref-type="bibr" rid="ref37">37</xref>
                </sup>
            </p>
            <p>These findings align with another study&#x2019;s results, which indicated that students living alone during the pandemic were more prone to experiencing moderate to severe levels of anxiety and post-traumatic stress disorder (PTSD).
                <sup>
                    <xref ref-type="bibr" rid="ref38">38</xref>
                </sup>
            </p>
            <p>Additionally, the repercussions of pandemic-induced loneliness extended to sleep patterns. Strict social distancing measures and reduced interpersonal communication have intensified feelings of loneliness, exacerbating insomnia during the pandemic.
                <sup>
                    <xref ref-type="bibr" rid="ref39">39</xref>
                </sup>
            </p>
            <p>Due to quarantine measures, the role of social media has become more apparent. One finding suggests that social media may play a dual role in affecting loneliness during the pandemic.
                <sup>
                    <xref ref-type="bibr" rid="ref40">40</xref>
                </sup> For older adults, using social media may serve as a tool to prevent or reduce loneliness, particularly when faced with reduced social contact due to various factors related to aging. On the other hand, among younger individuals, excessive social media use may be associated with higher emotional loneliness, possibly due to social comparison tendencies and presenting a &#x201c;liminal self&#x201d; online.
                <sup>
                    <xref ref-type="bibr" rid="ref41">41</xref>
                </sup> Another study found that excessive and prolonged social media use, adopted as a coping strategy, resulted in negative consequences for mental health.
                <sup>
                    <xref ref-type="bibr" rid="ref42">42</xref>
                </sup>
            </p>
        </sec>
        <sec id="sec7">
            <title>7. Mitigation strategies and interventions</title>
            <p>As medical students face increased social isolation, it becomes crucial to identify effective interventions to address loneliness and promote student wellness and resilience.
                <sup>
                    <xref ref-type="bibr" rid="ref43">43</xref>
                </sup> Various coping mechanisms have emerged, but focused interventions can significantly contribute to mitigating loneliness and enhancing students&#x2019; mental well-being.
                <sup>
                    <xref ref-type="bibr" rid="ref44">44</xref>
                </sup>
                <sup>&#x2013;</sup>
                <sup>
                    <xref ref-type="bibr" rid="ref47">47</xref>
                </sup> 
                <xref ref-type="fig" rid="f1">Figure 1</xref> illustrates facts and figures about loneliness among medical students.</p>
            <fig fig-type="figure" id="f1" orientation="portrait" position="float">
                <label>Figure 1. </label>
                <caption>
                    <title>Facts and figures about loneliness among medical students.</title>
                    <p>[This figure is an original figure produced by the authors for this review article.]</p>
                </caption>
                <graphic id="gr1" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/167164/a39d51b4-24c0-4334-80d5-e3b04e477184_figure1.gif"/>
            </fig>
            <p>Psychological interventions including cognitive-behavioral therapy (CBT), mindfulness-based interventions, social skills training, gratitude interventions, and reminiscence therapy have proven to be effective in reducing loneliness compared to control groups, with an overall effect size of 0.43; which would indicate that the psychological interventions (like CBT, mindfulness-based interventions, etc.) had a positive and moderate effect on reducing loneliness when compared to control groups.
                <sup>
                    <xref ref-type="bibr" rid="ref48">48</xref>
                </sup>
            </p>
            <p>Prolonged social isolation measures during the COVID-19 pandemic may have deprived individuals of the need to belong and connect with others, leading to increased feelings of loneliness. Correspondingly, having a robust network of peer support is essential in reducing the feeling of loneliness, as well as improving emotional well-being.
                <sup>
                    <xref ref-type="bibr" rid="ref49">49</xref>
                </sup>
                <sup>,</sup>
                <sup>
                    <xref ref-type="bibr" rid="ref50">50</xref>
                </sup>
            </p>
            <p>Medical schools play a crucial role in supporting student wellness.
                <sup>
                    <xref ref-type="bibr" rid="ref51">51</xref>
                </sup> They can incorporate evidence-based interventions into their programs to address loneliness effectively.
                <sup>
                    <xref ref-type="bibr" rid="ref52">52</xref>
                </sup> Group-based approaches, such as support groups, social interaction activities, and group-delivered psychoeducation, provide opportunities for students to connect, share experiences, and develop a sense of belonging.
                <sup>
                    <xref ref-type="bibr" rid="ref43">43</xref>
                </sup> Moreover, incorporating reflective exercises like mindfulness, meditation, or journal writing can be beneficial in reducing loneliness by promoting self-awareness and emotional well-being.
                <sup>
                    <xref ref-type="bibr" rid="ref43">43</xref>
                </sup>
            </p>
            <p>Furthermore, medical schools can harness the potential of online platforms, such as chat rooms or smartphone apps, to facilitate virtual connections and support, especially in situations where face-to-face interactions are limited. Social skills training can address maladaptive social cognition associated with loneliness by improving students&#x2019; ability to initiate and maintain social connections.
                <sup>
                    <xref ref-type="bibr" rid="ref43">43</xref>
                </sup>
            </p>
            <p>In addition to addressing loneliness directly, medical schools should focus on enhancing student resilience, which builds a protected personality that is able to tolerate challenging situations. programs may include workshops on stress management, coping strategies, and fostering a growth mindset. Encouraging a culture of open communication and emotional support among faculty and students can further contribute to enhancing student resilience.
                <sup>
                    <xref ref-type="bibr" rid="ref53">53</xref>
                </sup>
            </p>
        </sec>
        <sec id="sec8">
            <title>8. Limitations</title>
            <p>This narrative review has several limitations that should be considered when interpreting the findings. Firstly, while the review aims to synthesize a broad range of literature, including primarily English-language studies may have omitted relevant findings published in other languages, potentially introducing language bias. Secondly, the narrative approach, although beneficial for a comprehensive overview, does not allow for the quantitative synthesis of data which might lead to less precise conclusions compared to systematic reviews or meta-analyses. The reliance on published literature may also introduce publication bias, as studies with significant or positive results are more likely to be published than those with null or negative outcomes. Moreover, the definitions of key concepts such as &#x201c;loneliness&#x201d; and &#x201c;social media use&#x201d; were broadly interpreted and might vary between studies, potentially affecting the consistency of the results. Finally, the evolving nature of research on COVID-19 means that more recent studies or emerging data might not have been included, which could affect the review&#x2019;s comprehensiveness and relevance over time.</p>
        </sec>
        <sec id="sec9" sec-type="conclusions">
            <title>9. Conclusions</title>
            <p>Several studies have underscored the importance of addressing loneliness among medical students, particularly during the COVID-19 pandemic. The findings identified various loneliness profiles and risk factors among medical students, emphasizing the need for targeted interventions to improve mental well-being. Virtual medical teaching has been found to have both advantages and disadvantages, with some negative impacts on students&#x2019; mental health. More evidence further demonstrated an increase in loneliness during the pandemic, highlighting the necessity for mental and physical health support. Unique loneliness experiences of medical students compared to other students stress the need for specific understanding and support. The role of social media in loneliness is multifaceted. Passive use is linked to increased loneliness, while some active engagement can have positive effects. However, platform-specific differences exist, and excessive use, especially during adolescence, can have negative mental health effects. Understanding online interactions and promoting healthy social media usage is vital. Longitudinal studies to investigate the long-term impact of pandemic-induced loneliness on medical students&#x2019; mental health, career choices, and overall functioning are essential. There is an urgent need to develop specific interventions targeting medical students&#x2019; unique needs in the post-COVID era, as current interventions remain insufficient.</p>
        </sec>
    </body>
    <back>
        <sec id="sec11" sec-type="data-availability">
            <title>Data availability</title>
            <p>No data are associated with this article.</p>
        </sec>
        <ack>
            <title>Acknowledgment</title>
            <p>None.</p>
        </ack>
        <ref-list>
            <title>References</title>
            <ref id="ref1">
                <label>1</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Zhu</surname>
                            <given-names>N</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Zhang</surname>
                            <given-names>D</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Wang</surname>
                            <given-names>W</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>A novel coronavirus from patients with pneumonia in China, 2019.</article-title>
                    <source>

                        <italic toggle="yes">N. Engl. J. Med.</italic>
</source>
                    <year>2020</year>;<volume>382</volume>(<issue>8</issue>):<fpage>727</fpage>&#x2013;<lpage>733</lpage>.
                    <pub-id pub-id-type="pmid">31978945</pub-id>
                    <pub-id pub-id-type="doi">10.1056/NEJMoa2001017</pub-id>
                    <pub-id pub-id-type="pmcid">PMC7092803</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref2">
                <label>2</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Ciotti</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Ciccozzi</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Terrinoni</surname>
                            <given-names>A</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>The COVID-19 pandemic.</article-title>
                    <source>

                        <italic toggle="yes">Crit. Rev. Clin. Lab. Sci.</italic>
</source>
                    <year>2020</year>;<volume>57</volume>(<issue>6</issue>):<fpage>365</fpage>&#x2013;<lpage>388</lpage>.
                    <pub-id pub-id-type="doi">10.1080/10408363.2020.1783198</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref3">
                <label>3</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Shadmi</surname>
                            <given-names>E</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Chen</surname>
                            <given-names>Y</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Dourado</surname>
                            <given-names>I</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Health equity and COVID-19: global perspectives.</article-title>
                    <source>

                        <italic toggle="yes">Int. J. Equity Health.</italic>
</source>
                    <year>2020</year>;<volume>19</volume>(<issue>1</issue>):<fpage>1</fpage>&#x2013;<lpage>16</lpage>.</mixed-citation>
            </ref>
            <ref id="ref4">
                <label>4</label>
                <mixed-citation publication-type="book">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Banerjee</surname>
                            <given-names>D</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Rai</surname>
                            <given-names>M</given-names>
                        </name>
</person-group>:
                    <source>

                        <italic toggle="yes">Social isolation in Covid-19: The impact of loneliness.</italic>
</source>
                    <publisher-loc>London, England</publisher-loc>:
                    <publisher-name>SAGE Publications Sage UK</publisher-name>;<year>2020</year>; vol.<volume>66</volume>:<fpage>525</fpage>&#x2013;<lpage>527</lpage>.
                    <pub-id pub-id-type="doi">10.1177/0020764020922269</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref5">
                <label>5</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Harries</surname>
                            <given-names>AJ</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Lee</surname>
                            <given-names>C</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Jones</surname>
                            <given-names>L</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Effects of the COVID-19 pandemic on medical students: a multicenter quantitative study.</article-title>
                    <source>

                        <italic toggle="yes">BMC Med. Educ.</italic>
</source>
                    <year>2021</year>;<volume>21</volume>:<fpage>1</fpage>&#x2013;<lpage>8</lpage>.</mixed-citation>
            </ref>
            <ref id="ref6">
                <label>6</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>AlJhani</surname>
                            <given-names>S</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Alateeq</surname>
                            <given-names>D</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Alwabili</surname>
                            <given-names>A</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Mental health and online learning among medical students during the COVID-19 pandemic: a Saudi national study.</article-title>
                    <source>

                        <italic toggle="yes">J. Ment. Health Train. Educ. Pract.</italic>
</source>
                    <year>2022</year>;<volume>17</volume>(<issue>4</issue>):<fpage>323</fpage>&#x2013;<lpage>334</lpage>.
                    <pub-id pub-id-type="doi">10.1108/JMHTEP-04-2021-0037</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref7">
                <label>7</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Doman</surname>
                            <given-names>L</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Le Roux</surname>
                            <given-names>A</given-names>
                        </name>
</person-group>:
                    <article-title>The causes of loneliness and the factors that contribute towards it: a literature review.</article-title>
                    <source>

                        <italic toggle="yes">Tydskrif Vir Geesteswetenskappe.</italic>
</source>
                    <year>2010</year>;<volume>50</volume>(<issue>2</issue>):<fpage>216</fpage>&#x2013;<lpage>228</lpage>.</mixed-citation>
            </ref>
            <ref id="ref8">
                <label>8</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Park</surname>
                            <given-names>C</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Majeed</surname>
                            <given-names>A</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Gill</surname>
                            <given-names>H</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>The effect of loneliness on distinct health outcomes: a comprehensive review and meta-analysis.</article-title>
                    <source>

                        <italic toggle="yes">Psychiatry Res.</italic>
</source>
                    <year>2020</year>;<volume>294</volume>:<fpage>113514</fpage>.
                    <pub-id pub-id-type="pmid">33130511</pub-id>
                    <pub-id pub-id-type="doi">10.1016/j.psychres.2020.113514</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref9">
                <label>9</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Yaghmour</surname>
                            <given-names>NA</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Brigham</surname>
                            <given-names>TP</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Richter</surname>
                            <given-names>T</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Causes of death of residents in ACGME-accredited programs 2000 through 2014: implications for the learning environment.</article-title>
                    <source>

                        <italic toggle="yes">Acad. Med.</italic>
</source>
                    <year>2017</year>;<volume>92</volume>(<issue>7</issue>):<fpage>976</fpage>&#x2013;<lpage>983</lpage>.
                    <pub-id pub-id-type="pmid">28514230</pub-id>
                    <pub-id pub-id-type="doi">10.1097/ACM.0000000000001736</pub-id>
                    <pub-id pub-id-type="pmcid">PMC5483979</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref10">
                <label>10</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Keiner</surname>
                            <given-names>C</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Nestsiarovich</surname>
                            <given-names>A</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Celebi</surname>
                            <given-names>J</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Loneliness Among Medical Students, Physician Trainees and Faculty Physicians.</article-title>
                    <source>

                        <italic toggle="yes">Acad. Psychiatry.</italic>
</source>
                    <year>2023</year>;<fpage>1</fpage>&#x2013;<lpage>7</lpage>.
                    <pub-id pub-id-type="doi">10.1007/s40596-023-01780-y</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref11">
                <label>11</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Aggarwal</surname>
                            <given-names>K</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Singh</surname>
                            <given-names>SK</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Chopra</surname>
                            <given-names>M</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Role of social media in the COVID-19 pandemic: A literature review.</article-title>
                    <source>

                        <italic toggle="yes">Data mining approaches for big data and sentiment analysis in social media.</italic>
</source>
                    <year>2022</year>;<fpage>91</fpage>&#x2013;<lpage>115</lpage>.
                    <pub-id pub-id-type="doi">10.4018/978-1-7998-8413-2.ch004</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref12">
                <label>12</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Abbas</surname>
                            <given-names>J</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Wang</surname>
                            <given-names>D</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Su</surname>
                            <given-names>Z</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>The role of social media in the advent of COVID-19 pandemic: crisis management, mental health challenges and implications.</article-title>
                    <source>

                        <italic toggle="yes">Risk Manag. Healthc. Policy.</italic>
</source>
                    <year>2021</year>;<volume>14</volume>:<fpage>1917</fpage>&#x2013;<lpage>1932</lpage>.
                    <pub-id pub-id-type="pmid">34012304</pub-id>
                    <pub-id pub-id-type="doi">10.2147/RMHP.S284313</pub-id>
                    <pub-id pub-id-type="pmcid">PMC8126999</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref13">
                <label>13</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Zhao</surname>
                            <given-names>N</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Zhou</surname>
                            <given-names>G</given-names>
                        </name>
</person-group>:
                    <article-title>Social media use and mental health during the COVID-19 pandemic: Moderator role of disaster stressor and mediator role of negative affect.</article-title>
                    <source>

                        <italic toggle="yes">Appl. Psychol. Health Well Being.</italic>
</source>
                    <year>2020</year>;<volume>12</volume>(<issue>4</issue>):<fpage>1019</fpage>&#x2013;<lpage>1038</lpage>.
                    <pub-id pub-id-type="pmid">32945123</pub-id>
                    <pub-id pub-id-type="doi">10.1111/aphw.12226</pub-id>
                    <pub-id pub-id-type="pmcid">PMC7536964</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref14">
                <label>14</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Baethge</surname>
                            <given-names>C</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Goldbeck-Wood</surname>
                            <given-names>S</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Mertens</surname>
                            <given-names>S</given-names>
                        </name>
</person-group>:
                    <article-title>SANRA&#x2014;a scale for the quality assessment of narrative review articles.</article-title>
                    <source>

                        <italic toggle="yes">Res. Integr. Peer Rev.</italic>
</source>
                    <year>2019</year>;<volume>4</volume>(<issue>1</issue>):<fpage>1</fpage>&#x2013;<lpage>7</lpage>.
                    <pub-id pub-id-type="doi">10.1186/s41073-019-0064-8</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref15">
                <label>15</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Pop</surname>
                            <given-names>LM</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Iorga</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Iurcov</surname>
                            <given-names>R</given-names>
                        </name>
</person-group>:
                    <article-title>Body-esteem, self-esteem and loneliness among social media young users.</article-title>
                    <source>

                        <italic toggle="yes">Int. J. Environ. Res. Public Health.</italic>
</source>
                    <year>2022</year>;<volume>19</volume>(<issue>9</issue>):<fpage>5064</fpage>.
                    <pub-id pub-id-type="pmid">35564458</pub-id>
                    <pub-id pub-id-type="doi">10.3390/ijerph19095064</pub-id>
                    <pub-id pub-id-type="pmcid">PMC9104843</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref16">
                <label>16</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Diehl</surname>
                            <given-names>K</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Jansen</surname>
                            <given-names>C</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Ishchanova</surname>
                            <given-names>K</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Loneliness at universities: determinants of emotional and social loneliness among students.</article-title>
                    <source>

                        <italic toggle="yes">Int. J. Environ. Res. Public Health.</italic>
</source>
                    <year>2018</year>;<volume>15</volume>(<issue>9</issue>):<fpage>1865</fpage>.
                    <pub-id pub-id-type="pmid">30158447</pub-id>
                    <pub-id pub-id-type="doi">10.3390/ijerph15091865</pub-id>
                    <pub-id pub-id-type="pmcid">PMC6163695</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref17">
                <label>17</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Peng</surname>
                            <given-names>P</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Hao</surname>
                            <given-names>Y</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Liu</surname>
                            <given-names>Y</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>The prevalence and risk factors of mental problems in medical students during COVID-19 pandemic: A systematic review and meta-analysis.</article-title>
                    <source>

                        <italic toggle="yes">J. Affect. Disord.</italic>
</source>
                    <year>2022</year>;<volume>321</volume>:<fpage>167</fpage>&#x2013;<lpage>181</lpage>.
                    <pub-id pub-id-type="doi">10.1016/j.jad.2022.10.040</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref18">
                <label>18</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Zhang</surname>
                            <given-names>H</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Yang</surname>
                            <given-names>J</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Li</surname>
                            <given-names>Y</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>The patterns and predictors of loneliness for the Chinese medical students since post-lockdown to new normal with COVID-19.</article-title>
                    <source>

                        <italic toggle="yes">Front. Public Health.</italic>
</source>
                    <year>2021</year>;<volume>9</volume>:<fpage>679178</fpage>.
                    <pub-id pub-id-type="pmid">34277545</pub-id>
                    <pub-id pub-id-type="doi">10.3389/fpubh.2021.679178</pub-id>
                    <pub-id pub-id-type="pmcid">PMC8281249</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref19">
                <label>19</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>O&#x2019;Day</surname>
                            <given-names>EB</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Heimberg</surname>
                            <given-names>RG</given-names>
                        </name>
</person-group>:
                    <article-title>Social media use, social anxiety, and loneliness: A systematic review.</article-title>
                    <source>

                        <italic toggle="yes">Computers in Human Behavior Reports.</italic>
</source>
                    <year>2021</year>;<volume>3</volume>:<fpage>100070</fpage>.
                    <pub-id pub-id-type="doi">10.1016/j.chbr.2021.100070</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref20">
                <label>20</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Kietzmann</surname>
                            <given-names>JH</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Hermkens</surname>
                            <given-names>K</given-names>
                        </name>

                        <name name-style="western">
                            <surname>McCarthy</surname>
                            <given-names>IP</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Social media? Get serious! Understanding the functional building blocks of social media.</article-title>
                    <source>

                        <italic toggle="yes">Bus. Horiz.</italic>
</source>
                    <year>2011</year>;<volume>54</volume>(<issue>3</issue>):<fpage>241</fpage>&#x2013;<lpage>251</lpage>.
                    <pub-id pub-id-type="doi">10.1016/j.bushor.2011.01.005</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref21">
                <label>21</label>
                <mixed-citation publication-type="book">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Arnd-Caddigan</surname>
                            <given-names>M</given-names>
                        </name>
</person-group>:
                    <source>

                        <italic toggle="yes">Sherry Turkle: Alone Together: Why We Expect More from Technology and Less from Each Other: Basic Books.</italic>
</source>
                    <publisher-loc>New York</publisher-loc>:
                    <publisher-name>Springer</publisher-name>;<year>2015</year>;<volume>2011</volume>:<fpage>348</fpage>.
                    <isbn>978-0465031467 (pbk)</isbn>.</mixed-citation>
            </ref>
            <ref id="ref22">
                <label>22</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Schou Andreassen</surname>
                            <given-names>C</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Pallesen</surname>
                            <given-names>S</given-names>
                        </name>
</person-group>:
                    <article-title>Social network site addiction-an overview.</article-title>
                    <source>

                        <italic toggle="yes">Curr. Pharm. Des.</italic>
</source>
                    <year>2014</year>;<volume>20</volume>(<issue>25</issue>):<fpage>4053</fpage>&#x2013;<lpage>4061</lpage>.
                    <pub-id pub-id-type="pmid">24001298</pub-id>
                    <pub-id pub-id-type="doi">10.2174/13816128113199990616</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref23">
                <label>23</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Zhang</surname>
                            <given-names>MW</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Lim</surname>
                            <given-names>RB</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Lee</surname>
                            <given-names>C</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Prevalence of internet addiction in medical students: a meta-analysis.</article-title>
                    <source>

                        <italic toggle="yes">Acad. Psychiatry.</italic>
</source>
                    <year>2018</year>;<volume>42</volume>:<fpage>88</fpage>&#x2013;<lpage>93</lpage>.
                    <pub-id pub-id-type="pmid">28849574</pub-id>
                    <pub-id pub-id-type="doi">10.1007/s40596-017-0794-1</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref24">
                <label>24</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Gong</surname>
                            <given-names>R</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Zhang</surname>
                            <given-names>Y</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Long</surname>
                            <given-names>R</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>The impact of social network site addiction on depression in Chinese medical students: A serial multiple mediator model involving loneliness and unmet interpersonal needs.</article-title>
                    <source>

                        <italic toggle="yes">Int. J. Environ. Res. Public Health.</italic>
</source>
                    <year>2021</year>;<volume>18</volume>(<issue>16</issue>):<fpage>8614</fpage>.
                    <pub-id pub-id-type="pmid">34444362</pub-id>
                    <pub-id pub-id-type="doi">10.3390/ijerph18168614</pub-id>
                    <pub-id pub-id-type="pmcid">PMC8393528</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref25">
                <label>25</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Munir</surname>
                            <given-names>T</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Shafiq</surname>
                            <given-names>S</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Ahmad</surname>
                            <given-names>Z</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Impact of loneliness and academic stress on psychological well being among college students.</article-title>
                    <source>

                        <italic toggle="yes">Academic Research International.</italic>
</source>
                    <year>2015</year>;<volume>6</volume>(<issue>2</issue>):<fpage>343</fpage>.</mixed-citation>
            </ref>
            <ref id="ref26">
                <label>26</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Berduzco-Torres</surname>
                            <given-names>N</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Medina</surname>
                            <given-names>P</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Choquenaira-Calla&#x00f1;aupa</surname>
                            <given-names>B</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Family loneliness: its effects in the development of empathy, teamwork and lifelong learning abilities in medical students.</article-title>
                    <source>

                        <italic toggle="yes">Front. Psychol.</italic>
</source>
                    <year>2020</year>;<volume>11</volume>:<fpage>2046</fpage>.
                    <pub-id pub-id-type="pmid">33013515</pub-id>
                    <pub-id pub-id-type="doi">10.3389/fpsyg.2020.02046</pub-id>
                    <pub-id pub-id-type="pmcid">PMC7461979</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref27">
                <label>27</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Russell</surname>
                            <given-names>DW</given-names>
                        </name>
</person-group>:
                    <article-title>UCLA Loneliness Scale (Version 3): Reliability, validity, and factor structure.</article-title>
                    <source>

                        <italic toggle="yes">J. Pers. Assess.</italic>
</source>
                    <year>1996</year>;<volume>66</volume>(<issue>1</issue>):<fpage>20</fpage>&#x2013;<lpage>40</lpage>.
                    <pub-id pub-id-type="pmid">8576833</pub-id>
                    <pub-id pub-id-type="doi">10.1207/s15327752jpa6601_2</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref28">
                <label>28</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Wilcha</surname>
                            <given-names>R-J</given-names>
                        </name>
</person-group>:
                    <article-title>Effectiveness of virtual medical teaching during the COVID-19 crisis: systematic review.</article-title>
                    <source>

                        <italic toggle="yes">JMIR Med. Educ.</italic>
</source>
                    <year>2020</year>;<volume>6</volume>(<issue>2</issue>):<fpage>e20963</fpage>.
                    <pub-id pub-id-type="pmid">33106227</pub-id>
                    <pub-id pub-id-type="doi">10.2196/20963</pub-id>
                    <pub-id pub-id-type="pmcid">PMC7682786</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref29">
                <label>29</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Ernst</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Niederer</surname>
                            <given-names>D</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Werner</surname>
                            <given-names>AM</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Loneliness before and during the COVID-19 pandemic: A systematic review with meta-analysis.</article-title>
                    <source>

                        <italic toggle="yes">Am. Psychol.</italic>
</source>
                    <year>2022</year>;<volume>77</volume>(<issue>5</issue>):<fpage>660</fpage>&#x2013;<lpage>677</lpage>.
                    <pub-id pub-id-type="doi">10.1037/amp0001005</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref30">
                <label>30</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Pennington</surname>
                            <given-names>N</given-names>
                        </name>
</person-group>:
                    <article-title>Communication outside of the home through social media during COVID-19.</article-title>
                    <source>

                        <italic toggle="yes">Comput. Hum. Behav. Rep.</italic>
</source>
                    <year>2021</year>;<volume>4</volume>:<fpage>100118</fpage>.
                    <pub-id pub-id-type="pmid">34568638</pub-id>
                    <pub-id pub-id-type="doi">10.1016/j.chbr.2021.100118</pub-id>
                    <pub-id pub-id-type="pmcid">PMC8452466</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref31">
                <label>31</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Bruguera</surname>
                            <given-names>C</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Guitert</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Romeu</surname>
                            <given-names>T</given-names>
                        </name>
</person-group>:
                    <article-title>Social media in the learning ecologies of communications students: Identifying profiles from students&#x2019; perspective.</article-title>
                    <source>

                        <italic toggle="yes">Educ. Inf. Technol. (Dordr).</italic>
</source>
                    <year>2022</year>;<volume>27</volume>(<issue>9</issue>):<fpage>13113</fpage>&#x2013;<lpage>13129</lpage>.
                    <pub-id pub-id-type="doi">10.1007/s10639-022-11169-3</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref32">
                <label>32</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Marciano</surname>
                            <given-names>L</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Ostroumova</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Schulz</surname>
                            <given-names>PJ</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Digital Media Use and Adolescents&#x2019; Mental Health During the Covid-19 Pandemic: A Systematic Review and Meta-Analysis.</article-title>
                    <source>

                        <italic toggle="yes">Front. Public Health.</italic>
</source>
                    <year>2022</year>;<volume>9</volume>:<fpage>9</fpage>.
                    <pub-id pub-id-type="doi">10.3389/fpubh.2021.793868</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref33">
                <label>33</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Cheshmehzangi</surname>
                            <given-names>A</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Zou</surname>
                            <given-names>T</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Su</surname>
                            <given-names>Z</given-names>
                        </name>
</person-group>:
                    <article-title>The digital divide impacts on mental health during the COVID-19 pandemic.</article-title>
                    <source>

                        <italic toggle="yes">Brain Behav. Immun.</italic>
</source>
                    <year>2022</year>;<volume>101</volume>:<fpage>211</fpage>&#x2013;<lpage>213</lpage>.
                    <pub-id pub-id-type="pmid">35041937</pub-id>
                    <pub-id pub-id-type="doi">10.1016/j.bbi.2022.01.009</pub-id>
                    <pub-id pub-id-type="pmcid">PMC8760094</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref34">
                <label>34</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Kauhanen</surname>
                            <given-names>L</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Wan Mohd Yunus</surname>
                            <given-names>WMA</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Lempinen</surname>
                            <given-names>L</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>A systematic review of the mental health changes of children and young people before and during the COVID-19 pandemic.</article-title>
                    <source>

                        <italic toggle="yes">Eur. Child Adolesc. Psychiatry.</italic>
</source>
                    <year>2023</year>;<volume>32</volume>(<issue>6</issue>):<fpage>995</fpage>&#x2013;<lpage>1013</lpage>.
                    <pub-id pub-id-type="pmid">35962147</pub-id>
                    <pub-id pub-id-type="doi">10.1007/s00787-022-02060-0</pub-id>
                    <pub-id pub-id-type="pmcid">PMC9373888</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref35">
                <label>35</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Geirdal</surname>
                            <given-names>A&#x00d8;</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Ruffolo</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Leung</surname>
                            <given-names>J</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Mental health, quality of life, wellbeing, loneliness and use of social media in a time of social distancing during the COVID-19 outbreak. A cross-country comparative study.</article-title>
                    <source>

                        <italic toggle="yes">J. Ment. Health.</italic>
</source>
                    <year>2021</year>;<volume>30</volume>(<issue>2</issue>):<fpage>148</fpage>&#x2013;<lpage>155</lpage>.
                    <pub-id pub-id-type="pmid">33689546</pub-id>
                    <pub-id pub-id-type="doi">10.1080/09638237.2021.1875413</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref36">
                <label>36</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Zhang</surname>
                            <given-names>H</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Yang</surname>
                            <given-names>J</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Li</surname>
                            <given-names>Y</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>The Patterns and Predictors of Loneliness for the Chinese Medical Students Since Post-Lockdown to New Normal With COVID-19.</article-title>
                    <source>

                        <italic toggle="yes">Front. Public Health.</italic>
</source>
                    <year>2021</year>;<volume>9</volume>:<fpage>679178</fpage>.
                    <pub-id pub-id-type="doi">10.3389/fpubh.2021.679178</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref37">
                <label>37</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Guo</surname>
                            <given-names>AA</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Crum</surname>
                            <given-names>MA</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Fowler</surname>
                            <given-names>LA</given-names>
                        </name>
</person-group>:
                    <article-title>Assessing the Psychological Impacts of COVID-19 in Undergraduate Medical Students.</article-title>
                    <source>

                        <italic toggle="yes">Int. J. Environ. Res. Public Health.</italic>
</source>
                    <year>2021</year>;<volume>18</volume>(<issue>6</issue>).
                    <pub-id pub-id-type="doi">10.3390/ijerph18062952</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref38">
                <label>38</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Lee</surname>
                            <given-names>CM</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Juarez</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Rae</surname>
                            <given-names>G</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Anxiety, PTSD, and stressors in medical students during the initial peak of the COVID-19 pandemic.</article-title>
                    <source>

                        <italic toggle="yes">PLoS One.</italic>
</source>
                    <year>2021</year>;<volume>16</volume>(<issue>7</issue>):<fpage>e0255013</fpage>.
                    <pub-id pub-id-type="pmid">34324555</pub-id>
                    <pub-id pub-id-type="doi">10.1371/journal.pone.0255013</pub-id>
                    <pub-id pub-id-type="pmcid">PMC8320894</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref39">
                <label>39</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Zhang</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Qin</surname>
                            <given-names>L</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Zhang</surname>
                            <given-names>D</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Prevalence and factors associated with insomnia among medical students in China during the COVID-19 pandemic: characterization and associated factors.</article-title>
                    <source>

                        <italic toggle="yes">BMC Psychiatry.</italic>
</source>
                    <year>2023</year>;<volume>23</volume>(<issue>1</issue>):<fpage>140</fpage>.
                    <pub-id pub-id-type="pmid">36882710</pub-id>
                    <pub-id pub-id-type="doi">10.1186/s12888-023-04556-8</pub-id>
                    <pub-id pub-id-type="pmcid">PMC9989587</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref40">
                <label>40</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Lisitsa</surname>
                            <given-names>E</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Benjamin</surname>
                            <given-names>KS</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Chun</surname>
                            <given-names>SK</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Loneliness among young adults during COVID-19 pandemic: The mediational roles of social media use and social support seeking.</article-title>
                    <source>

                        <italic toggle="yes">J. Soc. Clin. Psychol.</italic>
</source>
                    <year>2020</year>;<volume>39</volume>(<issue>8</issue>):<fpage>708</fpage>&#x2013;<lpage>726</lpage>.
                    <pub-id pub-id-type="doi">10.1521/jscp.2020.39.8.708</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref41">
                <label>41</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Bonsaksen</surname>
                            <given-names>T</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Schoultz</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Thygesen</surname>
                            <given-names>H</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Loneliness and Its Associated Factors Nine Months after the COVID-19 Outbreak: A Cross-National Study.</article-title>
                    <source>

                        <italic toggle="yes">Int. J. Environ. Res. Public Health.</italic>
</source>
                    <year>2021</year>;<volume>18</volume>(<issue>6</issue>).
                    <pub-id pub-id-type="pmid">33799497</pub-id>
                    <pub-id pub-id-type="doi">10.3390/ijerph18062841</pub-id>
                    <pub-id pub-id-type="pmcid">PMC7999676</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref42">
                <label>42</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Boursier</surname>
                            <given-names>V</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Gioia</surname>
                            <given-names>F</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Musetti</surname>
                            <given-names>A</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Facing Loneliness and Anxiety During the COVID-19 Isolation: The Role of Excessive Social Media Use in a Sample of Italian Adults.</article-title>
                    <source>

                        <italic toggle="yes">Front. Psych.</italic>
</source>
                    <year>2020</year>;<volume>11</volume>:<fpage>586222</fpage>.
                    <pub-id pub-id-type="pmid">33363484</pub-id>
                    <pub-id pub-id-type="doi">10.3389/fpsyt.2020.586222</pub-id>
                    <pub-id pub-id-type="pmcid">PMC7752864</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref43">
                <label>43</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Ellard</surname>
                            <given-names>OB</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Dennison</surname>
                            <given-names>C</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Tuomainen</surname>
                            <given-names>H</given-names>
                        </name>
</person-group>:
                    <article-title>Interventions addressing loneliness amongst university students: a systematic review.</article-title>
                    <source>

                        <italic toggle="yes">Child Adolesc. Mental Health.</italic>
</source>
                    <year>2022</year>.
                    <pub-id pub-id-type="pmid">36496554</pub-id>
                    <pub-id pub-id-type="doi">10.1111/camh.12614</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref44">
                <label>44</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Peng</surname>
                            <given-names>P</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Hao</surname>
                            <given-names>Y</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Liu</surname>
                            <given-names>Y</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>The prevalence and risk factors of mental problems in medical students during COVID-19 pandemic: A systematic review and meta-analysis.</article-title>
                    <source>

                        <italic toggle="yes">J. Affect. Disord.</italic>
</source>
                    <year>2023</year>;<volume>321</volume>:<fpage>167</fpage>&#x2013;<lpage>181</lpage>.
                    <pub-id pub-id-type="pmid">36341802</pub-id>
                    <pub-id pub-id-type="doi">10.1016/j.jad.2022.10.040</pub-id>
                    <pub-id pub-id-type="pmcid">PMC9613786</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref45">
                <label>45</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Moutinho Coentre</surname>
                            <given-names>R</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Luisa Figueira</surname>
                            <given-names>M</given-names>
                        </name>
</person-group>:
                    <article-title>Depression and suicidal behavior in medical students: a systematic review.</article-title>
                    <source>

                        <italic toggle="yes">Curr. Psychiatry Rev.</italic>
</source>
                    <year>2015</year>;<volume>11</volume>(<issue>2</issue>):<fpage>86</fpage>&#x2013;<lpage>101</lpage>.
                    <pub-id pub-id-type="doi">10.2174/1573400510666140807005141</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref46">
                <label>46</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Dagnew</surname>
                            <given-names>B</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Dagne</surname>
                            <given-names>H</given-names>
                        </name>
</person-group>:
                    <article-title>Year of study as predictor of loneliness among students of University of Gondar.</article-title>
                    <source>

                        <italic toggle="yes">BMC Res. Notes.</italic>
</source>
                    <year>2019</year>;<volume>12</volume>(<issue>1</issue>):<fpage>240</fpage>.
                    <pub-id pub-id-type="pmid">31036060</pub-id>
                    <pub-id pub-id-type="doi">10.1186/s13104-019-4274-4</pub-id>
                    <pub-id pub-id-type="pmcid">PMC6489228</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref47">
                <label>47</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Simegn</surname>
                            <given-names>W</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Sisay</surname>
                            <given-names>G</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Seid</surname>
                            <given-names>AM</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Loneliness and its associated factors among university students during late stage of COVID-19 pandemic: An online cross-sectional study.</article-title>
                    <source>

                        <italic toggle="yes">PLoS One.</italic>
</source>
                    <year>2023</year>;<volume>18</volume>(<issue>7</issue>): e0287365.
                    <pub-id pub-id-type="pmid">37410760</pub-id>
                    <pub-id pub-id-type="doi">10.1371/journal.pone.0287365</pub-id>
                    <pub-id pub-id-type="pmcid">PMC10325105</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref48">
                <label>48</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Hickin</surname>
                            <given-names>N</given-names>
                        </name>

                        <name name-style="western">
                            <surname>K&#x00e4;ll</surname>
                            <given-names>A</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Shafran</surname>
                            <given-names>R</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>The effectiveness of psychological interventions for loneliness: A systematic review and meta-analysis.</article-title>
                    <source>

                        <italic toggle="yes">Clin. Psychol. Rev.</italic>
</source>
                    <year>2021</year>;<volume>88</volume>:<fpage>102066</fpage>.
                    <pub-id pub-id-type="pmid">34339939</pub-id>
                    <pub-id pub-id-type="doi">10.1016/j.cpr.2021.102066</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref49">
                <label>49</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Sun</surname>
                            <given-names>Y</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Lin</surname>
                            <given-names>SY</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Chung</surname>
                            <given-names>KKH</given-names>
                        </name>
</person-group>:
                    <article-title>University Students&#x2019; Perceived Peer Support and Experienced Depressive Symptoms during the COVID-19 Pandemic: The Mediating Role of Emotional Well-Being.</article-title>
                    <source>

                        <italic toggle="yes">Int. J. Environ. Res. Public Health.</italic>
</source>
                    <year>2020</year>;<volume>17</volume>(<issue>24</issue>).
                    <pub-id pub-id-type="pmid">33322751</pub-id>
                    <pub-id pub-id-type="doi">10.3390/ijerph17249308</pub-id>
                    <pub-id pub-id-type="pmcid">PMC7763059</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref50">
                <label>50</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Nashwan</surname>
                            <given-names>AJ</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Mathew</surname>
                            <given-names>RG</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Anil</surname>
                            <given-names>R</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>The safety, health, and well-being of healthcare workers during COVID-19: A scoping review.</article-title>
                    <source>

                        <italic toggle="yes">AIMS Public Health.</italic>
</source>
                    <year>2023</year>;<volume>10</volume>(<issue>3</issue>):<fpage>593</fpage>&#x2013;<lpage>609</lpage>.
                    <pub-id pub-id-type="doi">10.3934/publichealth.2023042</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref51">
                <label>51</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Nguyen</surname>
                            <given-names>M</given-names>
                        </name>
</person-group>:
                    <article-title>Why medical school is depressing and what we should be doing about it.</article-title>
                    <source>

                        <italic toggle="yes">Australian Medical Student Journal.</italic>
</source>
                    <year>2011</year>;<volume>2</volume>(<issue>1</issue>):<fpage>65</fpage>&#x2013;<lpage>68</lpage>.</mixed-citation>
            </ref>
            <ref id="ref52">
                <label>52</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Smith</surname>
                            <given-names>KE</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Norman</surname>
                            <given-names>GJ</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Decety</surname>
                            <given-names>J</given-names>
                        </name>
</person-group>:
                    <article-title>Increases in loneliness during medical school are associated with increases in individuals&#x2019; likelihood of mislabeling emotions as negative.</article-title>
                    <source>

                        <italic toggle="yes">Emotion.</italic>
</source>
                    <year>2022</year>;<volume>22</volume>(<issue>4</issue>):<fpage>740</fpage>&#x2013;<lpage>750</lpage>.
                    <pub-id pub-id-type="pmid">32597671</pub-id>
                    <pub-id pub-id-type="doi">10.1037/emo0000773</pub-id>
                    <pub-id pub-id-type="pmcid">PMC8054213</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref53">
                <label>53</label>
                <mixed-citation publication-type="other">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Labrague</surname>
                            <given-names>LJ</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Jaad</surname>
                            <given-names>S</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Falguera</surname>
                            <given-names>C</given-names>
                        </name>
</person-group>:
                    <article-title>Social and emotional loneliness among college students during the COVID-19 pandemic: the predictive role of coping behaviours, social support, and personal resilience.</article-title>
                    <year>2021</year>.</mixed-citation>
            </ref>
        </ref-list>
    </back>
    <sub-article article-type="reviewer-report" id="report353116">
        <front-stub>
            <article-id pub-id-type="doi">10.5256/f1000research.167164.r353116</article-id>
            <title-group>
                <article-title>Reviewer response for version 2</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Koh</surname>
                        <given-names>Eugene Boon Yau</given-names>
                    </name>
                    <xref ref-type="aff" rid="r353116a1">1</xref>
                    <role>Referee</role>
                    <uri content-type="orcid">https://orcid.org/0000-0003-1953-8540</uri>
                </contrib>
                <aff id="r353116a1">
                    <label>1</label>Department of Psychiatry, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Serdang, Malaysia</aff>
            </contrib-group>
            <author-notes>
                <fn fn-type="conflict">
                    <p>
                        <bold>Competing interests: </bold>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>13</day>
                <month>1</month>
                <year>2025</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2025 Koh EBY</copyright-statement>
                <copyright-year>2025</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access peer review report distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <related-article ext-link-type="doi" id="relatedArticleReport353116" related-article-type="peer-reviewed-article" xlink:href="10.12688/f1000research.141325.2"/>
            <custom-meta-group>
                <custom-meta>
                    <meta-name>recommendation</meta-name>
                    <meta-value>approve</meta-value>
                </custom-meta>
            </custom-meta-group>
        </front-stub>
        <body>
            <p>Thank you for the invitation to review.&#x00a0;</p>
            <p> </p>
            <p> My review has a degree of bias, considering that the paper was initially written in 2023, reviewed in Q4 2024, and now myself.&#x00a0;</p>
            <p> </p>
            <p> Overall, the methodology was sufficient. It provided enough information for the narrative review to be generated.&#x00a0;</p>
            <p> </p>
            <p> The intervention slide provided contained imagery that might or might not be copyrighted. I agree with the previous reviewer that the authors should clearly state how the image was obtained.&#x00a0;</p>
            <p> </p>
            <p> The discussion is well elaborated for a narrative review. &#x00a0;However, this is where my bias will occur. Considering the pandemic was two years ago, is the review still relevant? Do we still need to look into these interventions, as the review stated, or should we explore the topic with a fresh lens? I am not suggesting that the authors rewrite this. It is what it is for a 2023 paper. I am writing this here for readers to consider critically when using the information.</p>
            <p>Is the review written in accessible language?</p>
            <p>Yes</p>
            <p>Are all factual statements correct and adequately supported by citations?</p>
            <p>Yes</p>
            <p>Are the conclusions drawn appropriate in the context of the current research literature?</p>
            <p>Partly</p>
            <p>Is the topic of the review discussed comprehensively in the context of the current literature?</p>
            <p>Yes</p>
            <p>Reviewer Expertise:</p>
            <p>Mental health intervention, psychiatry, psychotherapy, primary care mental health, lifestyle psychiatry.</p>
            <p>I confirm that I have read this submission and believe that I have an appropriate level of expertise to confirm that it is of an acceptable scientific standard.</p>
        </body>
        <sub-article article-type="response" id="comment13133-353116">
            <front-stub>
                <contrib-group>
                    <contrib contrib-type="author">
                        <name>
                            <surname>Nashwan</surname>
                            <given-names>Abdulqadir</given-names>
                        </name>
                        <aff>Hamad Medical Corporation, Qatar</aff>
                    </contrib>
                </contrib-group>
                <author-notes>
                    <fn fn-type="conflict">
                        <p>
                            <bold>Competing interests: </bold>None</p>
                    </fn>
                </author-notes>
                <pub-date pub-type="epub">
                    <day>13</day>
                    <month>1</month>
                    <year>2025</year>
                </pub-date>
            </front-stub>
            <body>
                <p>Thank you for the thoughtful feedback on the manuscript.</p>
                <p> Regarding the review process, it is important to note that F1000Research follows an open and post-publication peer-review model, where the paper is published first and then undergoes review. This approach aligns with their commitment to transparency and rapid dissemination of research. Therefore, this should not be considered a weakness of the paper.</p>
                <p> For Figure 1, we have clearly stated in the manuscript that 
                    <italic>"This figure is an original figure produced by the authors for this review article,"</italic> addressing concerns about its originality.</p>
                <p> We appreciate the constructive points raised about the paper&#x2019;s timeline and relevance. While the content reflects the situation as it was during the drafting in 2023, it offers a historical perspective for readers and researchers who may wish to build upon it or approach the topic with updated methodologies.</p>
                <p> Thank you once again for your review and valuable input.</p>
            </body>
        </sub-article>
    </sub-article>
    <sub-article article-type="reviewer-report" id="report327680">
        <front-stub>
            <article-id pub-id-type="doi">10.5256/f1000research.167164.r327680</article-id>
            <title-group>
                <article-title>Reviewer response for version 2</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Abdelrahman</surname>
                        <given-names>Mahitab</given-names>
                    </name>
                    <xref ref-type="aff" rid="r327680a1">1</xref>
                    <role>Referee</role>
                    <uri content-type="orcid">https://orcid.org/0000-0001-8582-5762</uri>
                </contrib>
                <aff id="r327680a1">
                    <label>1</label>Suez Canal University, Ismailia, Ismailia Governorate, Egypt</aff>
            </contrib-group>
            <author-notes>
                <fn fn-type="conflict">
                    <p>
                        <bold>Competing interests: </bold>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>15</day>
                <month>10</month>
                <year>2024</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2024 Abdelrahman M</copyright-statement>
                <copyright-year>2024</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access peer review report distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <related-article ext-link-type="doi" id="relatedArticleReport327680" related-article-type="peer-reviewed-article" xlink:href="10.12688/f1000research.141325.2"/>
            <custom-meta-group>
                <custom-meta>
                    <meta-name>recommendation</meta-name>
                    <meta-value>approve-with-reservations</meta-value>
                </custom-meta>
            </custom-meta-group>
        </front-stub>
        <body>
            <p>Overall, your research offers an insightful exploration of a concept that is seldom addressed within the healthcare field. However, there are a few minor concerns I would like to outline in more detail below:</p>
            <p> Literature Search: Please include specific examples of the exclusion criteria used to filter sources in your search.</p>
            <p> Introduction: The focus on Saudi Arabia in the introduction needs clarification.&#x00a0;</p>
            <p> Supplementary File: Consider attaching a table in a supplementary file listing the articles included in your study. The table should include the following details: Authors (Year), Article Title, Source Title, and Volume (Issue).</p>
            <p> Figures: Please provide the copyright details for the software or program used to generate the figure in your article.</p>
            <p> Limitations: As you acknowledged in your study's limitations, more recent articles were not included. Please specify the exact timeframe for the articles reviewed.</p>
            <p>Is the review written in accessible language?</p>
            <p>Yes</p>
            <p>Are all factual statements correct and adequately supported by citations?</p>
            <p>Yes</p>
            <p>Are the conclusions drawn appropriate in the context of the current research literature?</p>
            <p>Yes</p>
            <p>Is the topic of the review discussed comprehensively in the context of the current literature?</p>
            <p>Yes</p>
            <p>Reviewer Expertise:</p>
            <p>My areas of research are nursing administration, education, motivation, and leadership.</p>
            <p>I confirm that I have read this submission and believe that I have an appropriate level of expertise to confirm that it is of an acceptable scientific standard, however I have significant reservations, as outlined above.</p>
        </body>
        <sub-article article-type="response" id="comment12650-327680">
            <front-stub>
                <contrib-group>
                    <contrib contrib-type="author">
                        <name>
                            <surname>Nashwan</surname>
                            <given-names>Abdulqadir</given-names>
                        </name>
                        <aff>Hamad Medical Corporation, Qatar</aff>
                    </contrib>
                </contrib-group>
                <author-notes>
                    <fn fn-type="conflict">
                        <p>
                            <bold>Competing interests: </bold>None</p>
                    </fn>
                </author-notes>
                <pub-date pub-type="epub">
                    <day>16</day>
                    <month>10</month>
                    <year>2024</year>
                </pub-date>
            </front-stub>
            <body>
                <p>
                    <list list-type="bullet">
                        <list-item>
                            <p>Overall, your research offers an insightful exploration of a concept that is seldom addressed within the healthcare field. However, there are a few minor concerns I would like to outline in more detail below:</p>
                            <p> Literature Search: Please include specific examples of the exclusion criteria used to filter sources in your search.</p>
                        </list-item>
                    </list> Response: Thank you for your constructive feedback. I would like to clarify that this study is a narrative review, and no systematic search was conducted due to the heterogeneity of the literature available in this field. This approach allowed for greater flexibility in selecting relevant studies and perspectives across a broad range of publications, making it difficult to apply traditional exclusion criteria as seen in systematic reviews. 
                    <list list-type="bullet">
                        <list-item>
                            <p>Introduction: The focus on Saudi Arabia in the introduction needs clarification.&#x00a0;</p>
                        </list-item>
                    </list> Response: we gave only some examples from the available literature.&#x00a0; 
                    <list list-type="bullet">
                        <list-item>
                            <p>Supplementary File: Consider attaching a table in a supplementary file listing the articles included in your study. The table should include the following details: Authors (Year), Article Title, Source Title, and Volume (Issue).</p>
                        </list-item>
                    </list> Response: Again, this is a narrative review, and no systematic search was conducted. This table will not add much to the literature due to the huge variability of methods, settings, determinants, etc.&#x00a0; 
                    <list list-type="bullet">
                        <list-item>
                            <p>Figures: Please provide the copyright details for the software or program used to generate the figure in your article.</p>
                        </list-item>
                    </list> Response: We already mentioned this statement as per the journal's policy [This figure is an original figure produced by the authors for this review article.] 
                    <list list-type="bullet">
                        <list-item>
                            <p>Limitations: As you acknowledged in your study's limitations, more recent articles were not included. Please specify the exact timeframe for the articles reviewed.</p>
                        </list-item>
                    </list> Response: I agree with you, this is mostly due to the delayed peer review process by the journal.</p>
            </body>
        </sub-article>
    </sub-article>
    <sub-article article-type="reviewer-report" id="report229584">
        <front-stub>
            <article-id pub-id-type="doi">10.5256/f1000research.154759.r229584</article-id>
            <title-group>
                <article-title>Reviewer response for version 1</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Dagne</surname>
                        <given-names>Henok</given-names>
                    </name>
                    <xref ref-type="aff" rid="r229584a1">1</xref>
                    <xref ref-type="aff" rid="r229584a2">2</xref>
                    <role>Referee</role>
                </contrib>
                <aff id="r229584a1">
                    <label>1</label>Department of Environmental and Occupational Health and Safety, Institute of Public Health, University of Gondar, Gondar, Ethiopia</aff>
                <aff id="r229584a2">
                    <label>2</label>University of Tasmania (Ringgold ID: 3925), Hobart, Tasmania, Australia</aff>
            </contrib-group>
            <author-notes>
                <fn fn-type="conflict">
                    <p>
                        <bold>Competing interests: </bold>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>20</day>
                <month>12</month>
                <year>2023</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2023 Dagne H</copyright-statement>
                <copyright-year>2023</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access peer review report distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <related-article ext-link-type="doi" id="relatedArticleReport229584" related-article-type="peer-reviewed-article" xlink:href="10.12688/f1000research.141325.1"/>
            <custom-meta-group>
                <custom-meta>
                    <meta-name>recommendation</meta-name>
                    <meta-value>approve-with-reservations</meta-value>
                </custom-meta>
            </custom-meta-group>
        </front-stub>
        <body>
            <p>Overall comments</p>
            <p> While the review raises important and relevant topics, evidence from qualitative studies is lacking. As experience is better captured using qualitative studies, including qualitative studies would have enriched the findings of this study.&#x00a0;</p>
            <p> There are concepts that need definition in the review. These include concepts such as pre-covid era and post-covid era, the digital age, engagement theory, healthy social media use, excessive social media use and others which are confusing unless appropriately defined.</p>
            <p> Detailed transparent search strategy: one limitation of this review is the lack of rigorous methodology. Although it is not expected to have every detail of the search strategy as a systematic review, the review could have benefited from a detailed method section.&#x00a0; Authors may include the search strategy and search terms used as an appendix in the revised version. As long as the search strategy is systematic, a clear description of how the articles have been screened, who screed them, and how disagreements have been solved has to be described.&#x00a0;</p>
            <p> The review did not include limitations. Including review limitations will strengthen the review so that readers will be able to read the findings keeping in mind the limitations.&#x00a0;</p>
            <p> </p>
            <p> Specific comments&#x00a0;</p>
            <p> Abstract: The abstract failed to summarise the review results. What is written in the abstract section is too general.</p>
            <p> Introduction: The introduction lacks focus. Authors may reduce significant portion of the following "In December 2019, an outbreak of pneumonia with an unknown cause was reported in Wuhan, China. Investigation revealed that the cases were linked to the Huanan Seafood Wholesale Market. Scientists were able to isolate a novel respiratory virus from respiratory samples, which was later identified as a new coronavirus belonging to the same family as the virus causing severe acute respiratory syndrome (SARS).
                <sup>
                    <ext-link ext-link-type="uri" xlink:href="https://f1000research.com/my/referee/report/229584#ref2">2</ext-link>
                </sup>&#x00a0;This new coronavirus was named SARS-CoV-2 and is responsible for the disease known as COVID-19. The rapid global spread of SARS-CoV-2 and the significant number of deaths led to the declaration of a pandemic by the World Health Organization in March 2020.
                <sup>
                    <ext-link ext-link-type="uri" xlink:href="https://f1000research.com/my/referee/report/229584#ref2">2</ext-link>
                </sup>&#x00a0;Beside the increased morbidity and mortality that resulted from the spread of this virus, the impact of the COVID-19 pandemic has been immense; as governments around the world have implemented lockdown measures to isolate the infection, resulting in economic consequences, and increased poverty worldwide.&#x00a0;" and focus more on the impact of the pandemic on loneliness.</p>
            <p> Lots of information is cited from a single study reference #5. This may not always be wrong, but authors could have included other studies, too.&#x00a0;</p>
            <p> The definition provided in paragraph 3 is misplaced. Authors may define the concept before the last statement of the first paragraph.&#x00a0;</p>
            <p> The introduction should show the relevance of the review by uncovering the reasons that led to undertaking the narrative review.&#x00a0;</p>
            <p> Along with this, why authors have opted for narrative reviews over the other types of reviews could have been justified.&#x00a0;</p>
            <p> Literature search: SANARA guideline is not a guide lane for search strategy it is a reporting quality appraisal tool. "&#x00a0;systematic search strategy was employed that adhered to the SANRA guidelines." is confusing.&#x00a0; Authors may clearly show how many articles were screed for full text and how many of them were included in the last narrative review.&#x00a0;</p>
            <p> 3. The pre-covid state of loneliness</p>
            <p> The first statement is repetition.</p>
            <p> &#x00a0;The next statement "Studies have revealed that loneliness...." cited a single reference 15.&#x00a0;</p>
            <p> 6.&#x00a0;&#x00a0;The post-COVID scenario and the evolving role of social media</p>
            <p> "While numerous studies have explored the immediate impact of COVID-19 loneliness on the mental health..." cite at least some of these studies.</p>
            <p> Figure 1: How did the authors reach at numbers displayed in the figure as 30%, 45%, 60%, 70% etc. ?</p>
            <p> &#x00a0;8. conclusion</p>
            <p> "Unique loneliness experiences of medical students compared to other students stress the need for specific understanding and support." This needs to be supported with evidence in the main text. While the authors mentioned medical students are more prone to loneliness as compared to the general population, the case is not well developed for comparing medical students with students of other disciplines.&#x00a0;&#x00a0;</p>
            <p> "Longitudinal studies to investigate the long-term impact of pandemic-induced loneliness on medical students' mental health, career choices, and overall functioning are essential. this statement has a number of issues; first, is it really unique for medical students? second, whether studies on the long-term effect of loneliness on career choice are available from the main text. It appears in the conclusion section out of nowhere.&#x00a0;</p>
            <p> Also "There is an urgent need to develop specific interventions targeting medical students' unique needs in the post-COVID era, as current interventions remain insufficient."&#x00a0; The literature in the main text did not show current interventions remain insufficient.</p>
            <p>Is the review written in accessible language?</p>
            <p>Yes</p>
            <p>Are all factual statements correct and adequately supported by citations?</p>
            <p>Yes</p>
            <p>Are the conclusions drawn appropriate in the context of the current research literature?</p>
            <p>No</p>
            <p>Is the topic of the review discussed comprehensively in the context of the current literature?</p>
            <p>Partly</p>
            <p>Reviewer Expertise:</p>
            <p>Public Health, Epidemiology, Reviews (Scoping, methodological, systematic and meta-analysis)</p>
            <p>I confirm that I have read this submission and believe that I have an appropriate level of expertise to confirm that it is of an acceptable scientific standard, however I have significant reservations, as outlined above.</p>
        </body>
        <sub-article article-type="response" id="comment11642-229584">
            <front-stub>
                <contrib-group>
                    <contrib contrib-type="author">
                        <name>
                            <surname>Nashwan</surname>
                            <given-names>Abdulqadir</given-names>
                        </name>
                        <aff>Hamad Medical Corporation, Qatar</aff>
                    </contrib>
                </contrib-group>
                <author-notes>
                    <fn fn-type="conflict">
                        <p>
                            <bold>Competing interests: </bold>None</p>
                    </fn>
                </author-notes>
                <pub-date pub-type="epub">
                    <day>25</day>
                    <month>5</month>
                    <year>2024</year>
                </pub-date>
            </front-stub>
            <body>
                <p>Response to Overall Comments:</p>
                <p> </p>
                <p> - We acknowledge the importance of qualitative evidence in capturing experiential aspects. However, this is not a systematic review and is not meant to capture all the published literature.</p>
                <p> </p>
                <p> - We agree that clarity is essential for understanding. However, this will be beyond the aim and focus of this review.&#x00a0;</p>
                <p> </p>
                <p> - We appreciate the feedback on our search strategy and methodology. Again, this is a narrative review and not expected to follow a systematic search strategy same as systematic reviews.</p>
                <p> </p>
                <p> We will add a section on our review's limitations. "This narrative review has several limitations that should be considered when interpreting the findings. Firstly, while the review aims to synthesize a broad range of literature, including primarily English-language studies may have omitted relevant findings published in other languages, potentially introducing language bias. Secondly, the narrative approach, although beneficial for a comprehensive overview, does not allow for the quantitative synthesis of data which might lead to less precise conclusions compared to systematic reviews or meta-analyses. The reliance on published literature may also introduce publication bias, as studies with significant or positive results are more likely to be published than those with null or negative outcomes. Moreover, the definitions of key concepts such as "loneliness" and "social media use" were broadly interpreted and might vary between studies, potentially affecting the consistency of the results. Finally, the evolving nature of research on COVID-19 means that more recent studies or emerging data might not have been included, which could affect the review&#x2019;s comprehensiveness and relevance over time."</p>
                <p> </p>
                <p> Abstract: We will revise the abstract to ensure it concisely summarizes the key results of the review, focusing more on specific findings rather than general statements. "This narrative review explores loneliness among medical students, particularly heightened during the COVID-19 pandemic. This review aims to narratively describe how the digital age, both pre- and post-pandemic, influences loneliness and to assess the psychological effects of the pandemic on medical students. Our literature search, adhering to SANRA guidelines, scrutinized studies published in the last ten years focusing on loneliness among medical students. Our findings reveal that medical students experienced significant loneliness during the pandemic, attributed to virtual learning environments and decreased social interactions. Notably, the transition to online education has mitigated and exacerbated feelings of isolation. The review also highlights the dual role of social media in either alleviating or intensifying loneliness, depending on usage patterns and platform types. Overall, our study underscores the need for targeted interventions and support systems to address the mental well-being of medical students in the digital age and beyond, providing crucial insights for future research and policy-making in educational and psychological support frameworks."</p>
                <p> </p>
                <p> - The introduction will be sharpened to focus specifically on the pandemic's impact on loneliness, reducing the background details on COVID-19&#x2019;s origins and global impact, which, while informative, detract from the main topic.</p>
                <p> </p>
                <p> - We will broaden our citation base to include multiple sources, ensuring a more robust representation of existing research and reducing the reliance on single study references.</p>
                <p> </p>
                <p> - We will rearrange the placement of key definitions to appear earlier in the text, ensuring they are established before extensive discussion.</p>
                <p> </p>
                <p> -&#x00a0; The rationale for opting for a narrative review over other review types will be clearly articulated, highlighting its relevance and effectiveness in addressing the research questions.</p>
                <p> </p>
                <p> - We will correct the confusion regarding the SANRA guidelines and clarify the actual process used in the literature search, including the number of articles screened and included.</p>
                <p> </p>
                <p> - Figure 1 Clarification: we mainly relayed on several estimates such as https://www.sciencedirect.com/science/article/pii/S0165032722012319#t0005 and https://www.ingentaconnect.com/content/ben/cpsr/2015/00000011/00000002/art00003.</p>
                <p> </p>
                <p> - We will ensure that statements in the conclusion about the unique experiences of medical students are well-supported with evidence from the main text. We will also clarify the scope and necessity of proposed longitudinal studies and interventions tailored to medical students, ensuring the discussion is directly tied to evidence presented in the review.</p>
            </body>
        </sub-article>
    </sub-article>
</article>
