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<?covid-19-tdm?>
<article xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article" dtd-version="2.0">
  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">JMIR</journal-id>
      <journal-id journal-id-type="nlm-ta">J Med Internet Res</journal-id>
      <journal-title>Journal of Medical Internet Research</journal-title>
      <issn pub-type="epub">1438-8871</issn>
      <publisher>
        <publisher-name>JMIR Publications</publisher-name>
        <publisher-loc>Toronto, Canada</publisher-loc>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="publisher-id">v23i9e28700</article-id>
      <article-id pub-id-type="pmid">34519657</article-id>
      <article-id pub-id-type="doi">10.2196/28700</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Original Paper</subject>
        </subj-group>
        <subj-group subj-group-type="article-type">
          <subject>Original Paper</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Longitudinal Relationships Among Fear of COVID-19, Smartphone Online Self-Disclosure, Happiness, and Psychological Well-being: Survey Study</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="editor">
          <name>
            <surname>Basch</surname>
            <given-names>Corey</given-names>
          </name>
        </contrib>
      </contrib-group>
      <contrib-group>
        <contrib contrib-type="reviewer">
          <name>
            <surname>Leung</surname>
            <given-names>Candi</given-names>
          </name>
        </contrib>
        <contrib contrib-type="reviewer">
          <name>
            <surname>Rusll</surname>
            <given-names>Micheal</given-names>
          </name>
        </contrib>
      </contrib-group>
      <contrib-group>
        <contrib id="contrib1" contrib-type="author">
          <name name-style="western">
            <surname>Matthes</surname>
            <given-names>Jörg</given-names>
          </name>
          <degrees>Prof Dr</degrees>
          <xref rid="aff1" ref-type="aff">1</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0001-9408-955X</ext-link>
        </contrib>
        <contrib id="contrib2" contrib-type="author" corresp="yes">
          <name name-style="western">
            <surname>Koban</surname>
            <given-names>Kevin</given-names>
          </name>
          <degrees>PhD</degrees>
          <xref rid="aff1" ref-type="aff">1</xref>
          <address>
            <institution>Department of Communication</institution>
            <institution>University of Vienna</institution>
            <addr-line>Währinger Straße 29</addr-line>
            <addr-line>R. 7.45</addr-line>
            <addr-line>Vienna, 1090</addr-line>
            <country>Austria</country>
            <phone>43 1 4277 493 39</phone>
            <email>kevin.koban@univie.ac.at</email>
          </address>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0002-9275-9270</ext-link>
        </contrib>
        <contrib id="contrib3" contrib-type="author">
          <name name-style="western">
            <surname>Neureiter</surname>
            <given-names>Ariadne</given-names>
          </name>
          <degrees>MSc, Mag</degrees>
          <xref rid="aff1" ref-type="aff">1</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0002-2121-9402</ext-link>
        </contrib>
        <contrib id="contrib4" contrib-type="author">
          <name name-style="western">
            <surname>Stevic</surname>
            <given-names>Anja</given-names>
          </name>
          <degrees>PhD</degrees>
          <xref rid="aff1" ref-type="aff">1</xref>
          <ext-link ext-link-type="orcid">https://orcid.org/0000-0001-9703-2225</ext-link>
        </contrib>
      </contrib-group>
      <aff id="aff1">
        <label>1</label>
        <institution>Department of Communication</institution>
        <institution>University of Vienna</institution>
        <addr-line>Vienna</addr-line>
        <country>Austria</country>
      </aff>
      <author-notes>
        <corresp>Corresponding Author: Kevin Koban <email>kevin.koban@univie.ac.at</email></corresp>
      </author-notes>
      <pub-date pub-type="collection">
        <month>9</month>
        <year>2021</year>
      </pub-date>
      <pub-date pub-type="epub">
        <day>27</day>
        <month>9</month>
        <year>2021</year>
      </pub-date>
      <volume>23</volume>
      <issue>9</issue>
      <elocation-id>e28700</elocation-id>
      <history>
        <date date-type="received">
          <day>11</day>
          <month>3</month>
          <year>2021</year>
        </date>
        <date date-type="rev-request">
          <day>6</day>
          <month>7</month>
          <year>2021</year>
        </date>
        <date date-type="rev-recd">
          <day>23</day>
          <month>8</month>
          <year>2021</year>
        </date>
        <date date-type="accepted">
          <day>29</day>
          <month>8</month>
          <year>2021</year>
        </date>
      </history>
      <copyright-statement>©Jörg Matthes, Kevin Koban, Ariadne Neureiter, Anja Stevic. Originally published in the Journal of Medical Internet Research (https://www.jmir.org), 27.09.2021.</copyright-statement>
      <copyright-year>2021</copyright-year>
      <license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/">
        <p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in the Journal of Medical Internet Research, is properly cited. The complete bibliographic information, a link to the original publication on https://www.jmir.org/, as well as this copyright and license information must be included.</p>
      </license>
      <self-uri xlink:href="https://www.jmir.org/2021/9/e28700" xlink:type="simple"/>
      <abstract>
        <sec sec-type="background">
          <title>Background</title>
          <p>Given that governmental prevention measures restricted most face-to-face communications, online self-disclosure via smartphones emerged as an alternative coping strategy that aimed at reducing the impact of the COVID-19 pandemic on people’s psychological health. Prepandemic research demonstrated that online self-disclosure benefits people’s psychological health by establishing meaningful relationships, obtaining social support, and achieving self-acceptance, particularly in times of crisis. However, it is unclear whether these dynamics transition well to lockdown conditions where online self-disclosure must stand almost entirely on its own. Longitudinal investigations are needed to gain insights into the psychological functionalities of online self-disclosure during the COVID-19 pandemic.</p>
        </sec>
        <sec sec-type="objective">
          <title>Objective</title>
          <p>This study aimed to determine the temporal associations between smartphone online self-disclosure (as a communicative behavior) and critical indicators of psychological health (including psychopathological, as well as hedonic and eudaimonic states) during the first COVID-19 lockdown in Austria.</p>
        </sec>
        <sec sec-type="methods">
          <title>Methods</title>
          <p>We conducted a representative 2-wave panel survey between late March/April 2020 and May 2020. A total of 416 participants completed both waves (43.1% attrition rate, given n=731 participants who completed the first wave). A partially metric measurement invariant overtime structural equation model was used to determine the temporal associations among online self-disclosure, fear of COVID-19, happiness, and psychological well-being.</p>
        </sec>
        <sec sec-type="results">
          <title>Results</title>
          <p>The analysis revealed that fear of COVID-19 significantly predicted online self-disclosure over time (<italic>b</italic>=0.24, <italic>P</italic>=.003) and happiness over time (<italic>b</italic>=−0.14, <italic>P</italic>=.04), but not psychological well-being (<italic>b</italic>=0.03, <italic>P</italic>=.48), that is, stronger COVID-19 fears at T1 prompted more online self-disclosure and less happiness at T2. Online self-disclosure, on the other hand, significantly predicted happiness (<italic>b</italic>=0.09, <italic>P</italic>=.02), but neither fear of COVID-19 (<italic>b</italic>=−0.01, <italic>P</italic>=.57) nor psychological well-being (<italic>b</italic>=−0.01, <italic>P</italic>=.57) over time. Participants who engaged more strongly in online self-disclosure at T1 felt happier at T2, but they did not differ from less-disclosing participants concerning COVID-19 fears and psychological well-being at T2. Importantly, happiness and psychological well-being were significantly related over time (happiness T1 → psychological well-being T2: <italic>b</italic>=0.11, <italic>P</italic>&#60;.001; psychological well-being T1 → happiness T2: <italic>b</italic>=0.42, <italic>P</italic>&#60;.001).</p>
        </sec>
        <sec sec-type="conclusions">
          <title>Conclusions</title>
          <p>Our findings suggest that online self-disclosure might play a pivotal role in coping with pandemic stressors. With restrictions on their options, individuals increasingly turn to their smartphones and social media to disclose their feelings, problems, and concerns during lockdown. While online self-disclosure might not alleviate fears or improve psychological well-being, our results demonstrate that it made people experience more happiness during this crisis. This psychological resource may help them withstand the severe psychological consequences of the COVID-19 crisis over longer timeframes.</p>
        </sec>
      </abstract>
      <kwd-group>
        <kwd>COVID-19 pandemic</kwd>
        <kwd>fear</kwd>
        <kwd>self-disclosure</kwd>
        <kwd>happiness, well-being</kwd>
        <kwd>panel study</kwd>
        <kwd>smartphones</kwd>
        <kwd>online platform</kwd>
        <kwd>social media</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec sec-type="introduction">
      <title>Introduction</title>
      <sec>
        <title>Background</title>
        <p>Across the world, fears (ie, an intense emotion emerging from a perceived imminent threat [<xref ref-type="bibr" rid="ref1">1</xref>]) related to the COVID-19 pandemic are having a pervasive influence on people’s psychological health (understood in a “balanced” way as a continuum that includes both the <italic>absence</italic> of psychopathological and the <italic>presence</italic> of positive psychological states [<xref ref-type="bibr" rid="ref2">2</xref>]) that extends beyond its immediate threat to physical health [<xref ref-type="bibr" rid="ref3">3</xref>] and warrants extensive research efforts to face current and future challenges [<xref ref-type="bibr" rid="ref4">4</xref>]. With respect to these COVID-19 fears, Schimmenti et al [<xref ref-type="bibr" rid="ref5">5</xref>] used the apocalyptical label of the “four horsemen” to emphasize how significant various states of fear are in explaining people’s behavior during the pandemic. According to them, COVID-19 fear involves the following four domains that are mutually connected: fear of/for the body (ie, the body as a potential source of danger and hypervigilance), fear of/for significant others (ie, interpersonal relationships as a potential threat and source for sorrow), fear of (not) knowing (ie, information as a potentially unsettling necessity), and fear of (in)action (ie, decisions that once made or avoided can be potentially harmful). Empirical evidence broadly supports their emphasis showing enhanced levels of fear and other harmful emotional states (such as depressive tendencies and stress) during the COVID-19 pandemic [<xref ref-type="bibr" rid="ref6">6</xref>-<xref ref-type="bibr" rid="ref9">9</xref>].</p>
        <p>In addition to the fear of getting infected, most governments issued prevention orders that minimized public life and called for physical distance as the appropriate interpersonal norm for private and public gatherings. Consequently, unrestricted face-to-face social environments disappeared almost completely. To deal with this profound change and related adverse psychosocial states, individuals exercised various coping strategies [<xref ref-type="bibr" rid="ref10">10</xref>,<xref ref-type="bibr" rid="ref11">11</xref>].</p>
        <p>This study focuses on one key coping strategy, <italic>online self-disclosure.</italic> Self-disclosure is defined as the communication of self-related private information to other people [<xref ref-type="bibr" rid="ref1">1</xref>]. Self-disclosure has long been established as a critical coping behavior in institutionalized therapeutic contexts [<xref ref-type="bibr" rid="ref12">12</xref>] and informal private settings [<xref ref-type="bibr" rid="ref13">13</xref>]. In times of the pandemic and particularly during lockdowns, self-disclosure may instead be exercised frequently on social media, most notably via mobile devices such as smartphones. Affordances in such online contexts differ from most offline contexts when it comes to the frequency, breadth (ie, diversity), and depth (ie, intimacy) of self-disclosures [<xref ref-type="bibr" rid="ref14">14</xref>,<xref ref-type="bibr" rid="ref15">15</xref>]. Yet, prior research suggests that online self-disclosure can directly contribute to people’s psychological health (as an efficient coping behavior) and indirectly by prompting offline self-disclosure as an additional coping resource [<xref ref-type="bibr" rid="ref16">16</xref>].</p>
        <p>Against this background, this study looks at the consequences of online self-disclosures during the first lockdown period of the COVID-19 pandemic in 2020.</p>
        <p>This study contributes to our understanding of digital media’s roles in times of a pandemic in several ways. First, we, for the first time, shed light on how self-disclosure via smartphones can help individuals cope with pandemic-related stressors, ultimately fostering psychological health. Second, and related to that, we focus on people’s online self-disclosure as a communicative <italic>behavior</italic> rather than on <italic>experiential</italic> constructs such as perceived social support and feelings of loneliness. Third, from a methodological standpoint, this study contrasts itself from the great abundance of cross-sectional research by reporting results from a 2-wave longitudinal survey that took place during the first COVID-19 lockdown in Austria. Our sample followed representative quota data, allowing for greater generalizability of the results. Moreover, by employing measurement invariant overtime structural equation models, we can provide the first glimpse into temporal order and directional associations between key constructs. Overall, our study aims at providing the first empirical evidence about how online self-disclosure in times of COVID-19 serves as an effective coping behavior that is provoked by COVID-related fears and leads to improved psychological health.</p>
      </sec>
      <sec>
        <title>Fear of COVID-19 as a Predictor of Online Self-Disclosure, Happiness, and Psychological Well-being</title>
        <p>In comparison to previous years, overall media use has been on the rise during the COVID-19 pandemic [<xref ref-type="bibr" rid="ref17">17</xref>,<xref ref-type="bibr" rid="ref18">18</xref>]. Interestingly, a study by Ohme et al [<xref ref-type="bibr" rid="ref19">19</xref>] revealed that people tend to prioritize mobile messengers over more public social media platforms when confronted with pandemic-related developments, indicating an immediate need for social support. Large-scale analyses of people’s public social media activities exhibited more verbal expressions that would typically be considered as symptomatic of mental health hazards (eg, anxiety, depression, stress, and suicidal ideation), and outreaches for emotional and informational support [<xref ref-type="bibr" rid="ref20">20</xref>]. Such private and public media activities align with the basic premise of the fever model of disclosure [<xref ref-type="bibr" rid="ref21">21</xref>]. According to this theoretical approach, self-disclosure is understood as a self-regulative behavior that emerges as a function of experienced distress and aims for maintaining psychological health. Self-disclosing communications are assumed to become more likely under elevated levels of distress to elicit support from close others that may help people cope.</p>
        <p>Undoubtedly, the COVID-19 pandemic has been a significant stressor for individuals, especially with respect to fear, as people are “worried, fearful, and uncertain about COVID-19 and the consequences it will have for themselves, their families, communities, and the nation” [<xref ref-type="bibr" rid="ref6">6</xref>]. Following the fever model of disclosure [<xref ref-type="bibr" rid="ref21">21</xref>], we theorize that online self-disclosure is one possible coping strategy that individuals use to deal with these fears during lockdown. Following this argumentation, we expected that COVID-19 fears lead to more frequent online self-disclosures. The first hypothesis (H1) was as follows: Fear of COVID-19 positively predicts online self-disclosure on social media over time.</p>
        <p>Except occasionally for playful media-induced feelings [<xref ref-type="bibr" rid="ref22">22</xref>], fear is generally regarded as a negatively experienced emotion with high valence and arousal [<xref ref-type="bibr" rid="ref23">23</xref>] that, if not reappraised or extinguished, can damage people’s psychological health [<xref ref-type="bibr" rid="ref24">24</xref>,<xref ref-type="bibr" rid="ref25">25</xref>]. Protection measures (such as intensified online self-disclosure) may not always suffice to reappraise or eliminate the complex web of fears. In the case of the COVID-19 pandemic (in particular, during the first lockdown), people have been continuously afraid of and hypervigilant about any yet unknown or newly arising threats [<xref ref-type="bibr" rid="ref5">5</xref>]. It is, therefore, not surprising that findings point toward a negative link between people’s COVID-19 fears and their psychological health [<xref ref-type="bibr" rid="ref26">26</xref>]. Since there were no major alleviating events during the timeframe of this study (ie, March/April to May 2020) that may have mitigated its impact, we hypothesized that people’s COVID-19–related fear will have a negative influence on the following two key indicators of psychological health: happiness and psychological well-being. These indicators were selected because each reflects one of the following two dominant traditions in positive psychology: hedonism and eudaimonism [<xref ref-type="bibr" rid="ref27">27</xref>,<xref ref-type="bibr" rid="ref28">28</xref>]. More specifically, we follow a previous report [<xref ref-type="bibr" rid="ref29">29</xref>] in their definition of <italic>happiness</italic> as the presence of pleasant and the absence of unpleasant emotions, and their definition of <italic>psychological well-being</italic> as an umbrella term that includes various eudaimonic experiences, such as meaning and purpose in life, satisfied psychological needs, and self-acceptance. While both indicators contribute individually to psychological health, it is their interaction that can lead people to flourish [<xref ref-type="bibr" rid="ref30">30</xref>,<xref ref-type="bibr" rid="ref31">31</xref>]. Due to this mutually reinforcing role in promoting the proverbial good life, we examined both their relationships with fear over time. The second hypothesis (H2) was as follows: Fear of COVID-19 negatively predicts (1) happiness and (2) psychological well-being over time.</p>
      </sec>
      <sec>
        <title>Online Self-Disclosure as a Predictor of Happiness, Psychological Well-being, and Fear of COVID-19</title>
        <p>Everything considered, prepandemic research suggests that online self-disclosure can have positive consequences for psychological health. Luo and Hancock [<xref ref-type="bibr" rid="ref32">32</xref>] detailed different mechanisms through which people may benefit. Most notably, disclosing personal feelings to others in social media constitutes the basis for meaningful online conversations that promote social capital [<xref ref-type="bibr" rid="ref33">33</xref>] and interpersonal relatedness [<xref ref-type="bibr" rid="ref34">34</xref>], and help against loneliness [<xref ref-type="bibr" rid="ref35">35</xref>] and stressful life events [<xref ref-type="bibr" rid="ref36">36</xref>]. As evidenced in the study by Trepte et al [<xref ref-type="bibr" rid="ref16">16</xref>], online self-disclosure may also provide a fertile ground for long-term impacts, since it reinforces online self-disclosure in the course of time and carries over to offline (ie, face-to-face) self-disclosures.</p>
        <p>This advantageousness might be reinforced during COVID-19 as people may have become more aware and intentional of their online self-disclosures [<xref ref-type="bibr" rid="ref37">37</xref>]. Within formal therapeutic settings, research has highlighted how online treatments during the pandemic can facilitate self-disclosures and their benefits for psychological health [<xref ref-type="bibr" rid="ref38">38</xref>,<xref ref-type="bibr" rid="ref39">39</xref>]. More informally, the unique affordances of social media have been argued to facilitate self-disclosures during COVID-19 that, in turn, may help people to maintain a sense of control [<xref ref-type="bibr" rid="ref40">40</xref>]. Nevertheless, Canale et al [<xref ref-type="bibr" rid="ref41">41</xref>] did not find a significant direct correlation between emotional online self-disclosure and psychological health during COVID-19. Indirect effects, however, align with prepandemic links between online self-disclosure and social support. Here, cross-sectional studies have validated the positive effect of social support, very likely following online self-disclosure, on individuals’ psychological health [<xref ref-type="bibr" rid="ref41">41</xref>,<xref ref-type="bibr" rid="ref42">42</xref>]. In other words, individuals who disclosed their COVID-19–related concerns online were more likely to receive immediate social support, such that they understood or got the impression that they are not alone. Based on these findings, we assumed that online self-disclosure should be positively related to happiness and psychological well-being during the pandemic. The third hypothesis (H3) was as follows: Online self-disclosure on social media positively predicts (1) happiness and (2) psychological well-being over time.</p>
        <p>Online self-disclosure during the pandemic may help to not only improve positive psychological states at large but also cope with adverse feelings. The first cross-sectional evidence supports this position. As presented in the study by Canale et al [<xref ref-type="bibr" rid="ref41">41</xref>], expressing emotions deliberately in online conversations was found to be beneficially associated with coping with COVID-19–related trauma. In this context, emotional online self-disclosures may be understood as a behavioral manifestation linked to adaptive emotion regulation strategies (such as acceptance and perspectivization) that help people cope with their COVID fears [<xref ref-type="bibr" rid="ref43">43</xref>]. However, cross-sectional investigations cannot determine the directions in which these associations may work. Participants in the study by Canale et al [<xref ref-type="bibr" rid="ref41">41</xref>] may have overcome COVID-19 trauma due to stronger self-disclosure activities; yet, considering that online conversations are often biased toward displaying positive information [<xref ref-type="bibr" rid="ref44">44</xref>], it is equally possible that those participants who had scored lower on COVID-19 trauma were merely more motivated to disclose their feelings online. Still, following the report by Luo and Hancock [<xref ref-type="bibr" rid="ref32">32</xref>], we assumed that people who engage in online self-disclosure during the pandemic might experience less fear about it at a later point in time. The fourth hypothesis (H4) was as follows: Online self-disclosure on social media negatively predicts fear of COVID-19 over time. The full theoretical model is shown in <xref rid="figure1" ref-type="fig">Figure 1</xref>.</p>
        <fig id="figure1" position="float">
          <label>Figure 1</label>
          <caption>
            <p>Full theoretical model of this study. Solid lines indicate the paths that were included in the hypotheses, and dashed lines indicate the paths that were involved in statistical analysis.</p>
          </caption>
          <graphic xlink:href="jmir_v23i9e28700_fig1.png" alt-version="no" mimetype="image" position="float" xlink:type="simple"/>
        </fig>
      </sec>
    </sec>
    <sec sec-type="methods">
      <title>Methods</title>
      <sec>
        <title>Data Statement</title>
        <p>The data of this paper (which is available at Open Science Framework Project Space [<xref ref-type="bibr" rid="ref45">45</xref>]) is part of a more comprehensive project examining longitudinal relationships between smartphone use in times of COVID-19 and well-being. Importantly, the paper only reports variables that are relevant to the present research interest.</p>
      </sec>
      <sec>
        <title>Sampling and Procedure</title>
        <p>We conducted a 2-wave panel survey during the first COVID-19 lockdown in Austria. Data collection took place in late March/early April 2020 (T1) and May 2020 (T2) within a 1-month interval. This 1-month (ie, on average) interval was chosen because we were looking at medium-term processes unfolding over several weeks. There was a strong and unpredictable dynamic during the early stages of the COVID-19 pandemic. A larger time span (eg, 6 or 12 months) may have been problematic because several confounding events could have occurred during data collection, making the findings of a larger time-frame meaningless.</p>
        <p>Before we started collecting data, we sought ethical clearance from the Institutional Review Board of the Department of Communication at the University of Vienna. Participants were recruited by the professional online polling institute Dynata. Complementarily, another sample was collected simultaneously at the University of Vienna using the same questionnaire, methodology, and quota plan. We used representative quotas for age, gender, and educational level in Austria. For participants to take part in the data collection, they were required to provide their consent, report whether they are using a smartphone, and be at least 16 years of age.</p>
        <p>A total of 731 participants (mean age 40.49 years, SD 13.33 years; 394 [53.9%] women; 150 [20.5%] with lower secondary education or less, 340 [46.5%] with vocational school education or secondary education, and 241 [33.0%] with complete university education) completed the survey in the first wave. Among these participants, 416 also completed the second wave (mean age 41.97 years, SD 13.59 years; 226 [54.3%] women; 90 [21.6%] with lower secondary education or less, 187 [45.0%] with vocational school education or secondary education, and 139 [33.4%] with complete university education). The attrition rate between the two waves was 43.1%. There was no significant difference between participants who dropped out after the first wave (T1; n=315) and participants who also completed the second wave (T2; n=416) regarding gender (<italic>χ</italic><sup>2</sup><sub>2</sub>=1.37, <italic>P</italic>=.50, Cramér <italic>V</italic>=0.043), education (<italic>χ</italic><sup>2</sup><sub>5</sub>=5.33, <italic>P</italic>=.38, <italic>V</italic>=0.085), fear of COVID-19 (<italic>t</italic><sub>729</sub>=0.50, <italic>P</italic>=.62, Cohen <italic>d</italic>=0.037), online self-disclosure on social media (<italic>t</italic><sub>729</sub>=−1.45, <italic>P</italic>=.15, <italic>d</italic>=−0.108), happiness (<italic>t</italic><sub>729</sub>=0.40, <italic>P</italic>=.69, <italic>d</italic>=0.030), and psychological well-being (<italic>t</italic><sub>631.01</sub>=0.42, <italic>P</italic>=.68, <italic>d</italic>=0.032). Participants who dropped out at T2 had a lower age (mean 38.53 years, SD 12.80 years) than participants who participated in both surveys (mean 41.98 years, SD 13.55 years; <italic>t</italic><sub>729</sub>=3.49, <italic>P</italic>=.001, <italic>d</italic>=0.261).</p>
      </sec>
      <sec>
        <title>Measures</title>
        <p>All implemented measures were based on established scales. Given that this study was part of a more comprehensive survey, we opted for short scales that were constructed using high-loading items of these established scales to reduce dropout and prevent respondent fatigue while at the same time minimize reliability and validity losses.</p>
        <sec>
          <title>Fear of COVID-19</title>
          <p>Similar to Ahorsu et al [<xref ref-type="bibr" rid="ref8">8</xref>], we employed 2 items measuring fear of COVID-19. We asked participants to indicate their agreement to the following 2 statements: “The coronavirus scares me” and “I am afraid that I could get infected with the coronavirus.” Participants answered on a 5-point Likert scale ranging from “strongly disagree” to “strongly agree” (T1: Cronbach <italic>α</italic>=.76; mean 2.77, SD 1.07; T2: <italic>α</italic>=.80; mean 2.42, SD 1.07). Principal component analysis resulted in a 1-dimensional scale (eigenvalue=1.61; accounting for 80.03% of the variance).</p>
        </sec>
        <sec>
          <title>Online Self-Disclosure on Social Media</title>
          <p>We measured online self-disclosure on social media, with 4 items adapted from Schouten et al [<xref ref-type="bibr" rid="ref35">35</xref>,<xref ref-type="bibr" rid="ref46">46</xref>]. We asked participants how often they have used their smartphones during the last week to communicate the following content on social media platforms: “personal feelings about the corona crisis,” “concerns about the novel coronavirus,” “private problems regarding the corona crisis,” and “fears of the novel coronavirus.” Participants answered on a 7-point Likert scale ranging from “never” to “very often” (T1: <italic>α</italic>=.91; mean 2.30, SD 1.57; T2: <italic>α</italic>=.92; mean 1.87, SD 1.32). Principal component analysis indicated a 1-dimensional scale (eigenvalue=3.12; accounting for 78.00% of the variance).</p>
        </sec>
        <sec>
          <title>Happiness</title>
          <p>We assessed happiness with 3 items derived from Wirth et al [<xref ref-type="bibr" rid="ref47">47</xref>,<xref ref-type="bibr" rid="ref48">48</xref>] on a 7-point Likert scale ranging from “never” to “very often.” Participants were asked how often they were “in a good mood,” “happy,” and “joyful” in the last week (T1: <italic>α</italic>=.92, mean 4.86, SD 1.40; T2: <italic>α</italic>=.94, mean 5.20, SD 1.36). Principal component analysis showed that happiness is a 1-dimensional scale (eigenvalue=2.59; accounting for 86.44% of the variance).</p>
        </sec>
        <sec>
          <title>Psychological Well-being</title>
          <p>For psychological well-being, we used 7 items derived from Diener et al [<xref ref-type="bibr" rid="ref29">29</xref>]. We asked participants to indicate their agreement to the following 7 statements on a 5-point Likert scale ranging from “strongly disagree” to “strongly agree:” “I lead a purposeful and meaningful life,” “I am optimistic about my future,” “My social relationships are supportive and rewarding,” “I am engaged and interested in my daily activities,” “I actively contribute to the happiness and well-being of others,” “I am competent and capable in the activities that are important to me,” and “I am a good person and live a good life” (T1: <italic>α</italic>=.88, mean 3.97, SD 0.72; T2: <italic>α</italic>=.90, mean 3.95, SD 0.77). Principal component analysis resulted in a 1-dimensional scale (eigenvalue=4.05; accounting for 57.85% of variance).</p>
        </sec>
        <sec>
          <title>Control Variables</title>
          <p>As controls, we assessed participants’ age, gender (1=male; 2=female), and education (compulsory school levels=low; secondary school levels=moderate; high school and university levels=high). Additionally, we controlled for the sampling method using a dummy variable (0=polling quota sample data; 1=university quota sample data).</p>
        </sec>
      </sec>
      <sec>
        <title>Statistical Analysis</title>
        <p>Using SPSS Amos [<xref ref-type="bibr" rid="ref49">49</xref>], we conducted structural equation modeling with full information maximum likelihood estimation. Apart from our control variables, we controlled for autoregressive effects (eg, fear of COVID-19 at T1 as a predictor of fear of COVID-19 at T2). Furthermore, we estimated all reciprocal effects.</p>
        <p>Before we conducted the data analysis, we additionally checked for longitudinal measurement invariance of all outcome variables by constraining all factor loadings of our latent variables at T1 and T2 [<xref ref-type="bibr" rid="ref50">50</xref>]. Based on the comparative fit index (CFI), Tucker-Lewis Index (TLI), Bentler-Bonett Normed Fit Index (NFI), chi-square to degrees of freedom ratio (<italic>χ</italic><sup>2</sup>/df), and root mean square error of approximation (RMSEA), the goodness of fit of the model can be considered as good (CFI=0.95; TLI=0.93; NFI=0.91; <italic>χ</italic><sup>2</sup>/df=2.26, <italic>P</italic>&#60;.001; RMSEA=0.04; 90% CI 0.04-0.05). We established a partial metric invariance model that does not fit the data worse compared to the unconstrained model (<italic>χ</italic><sup>2</sup><sub>9</sub>=16.54, <italic>P</italic>=.06). For this partial metric invariance model, 1 factor loading for happiness and 2 for well-being were not forced to be equal over time. Thus, partial metric invariance over time was established, indicating no substantial differences in meaning of all latent variables over time [<xref ref-type="bibr" rid="ref50">50</xref>].</p>
      </sec>
    </sec>
    <sec sec-type="results">
      <title>Results</title>
      <p>Zero-order correlations and the main results of the structural model are shown in Table S1 and Table S2 in <xref ref-type="supplementary-material" rid="app1">Multimedia Appendix 1</xref>. In line with H1, findings from the autoregressive latent variable model suggests that fear of COVID-19 positively predicts online self-disclosure on social media over time (<italic>b</italic>=0.24, SE=0.08, <italic>P</italic>=.003) (<xref rid="figure2" ref-type="fig">Figure 2</xref>). Neither happiness nor psychological well-being measured at T1 predicted online self-disclosure on social media at T2. However, we found that higher educated individuals were more likely to self-disclose online over time (<italic>b</italic>=0.30, SE=0.13, <italic>P=</italic>.03).</p>
      <p>In H2, we assumed that fear of COVID-19 negatively predicts (1) happiness and (2) psychological well-being over time. While we found support for H2a (<italic>b</italic>=−0.14, SE=0.07, <italic>P=</italic>.04), there was no support for H2b (<italic>b</italic>=0.03, SE=0.04, <italic>P=</italic>.48). Furthermore, there were significant positive relationships between age and psychological well-being (<italic>b</italic>=0.01, SE=0.00, <italic>P=</italic>.004), as well as between female gender and psychological well-being (<italic>b</italic>=0.13, SE=0.06, <italic>P=</italic>.03).</p>
      <p>In line with H3a, we found that online self-disclosure on social media positively predicted happiness (<italic>b</italic>=0.09, SE=0.04, <italic>P=</italic>.02). However, against the expectation formulated in H3b, online self-disclosure was found to be unrelated to psychological well-being over time (<italic>b</italic>=−0.01, SE=0.02, <italic>P=</italic>.57). Yet, it is important to note that psychological well-being and happiness were significantly related over time (happiness T1 → psychological well-being T2: <italic>b</italic>=0.11, SE=0.03, <italic>P&#60;</italic>.001; psychological well-being T1 → happiness T2: <italic>b</italic>=0.42, SE=0.09, <italic>P&#60;</italic>.001).</p>
      <p>Finally, we found no support for H4, as online self-disclosure was not a significant negative predictor of fear of COVID-19 over time (<italic>b</italic>=−0.01, SE=0.02, <italic>P=</italic>.57). Combined with the findings for our first hypothesis, this suggests that fear can prompt self-disclosure, but the reciprocal relationship cannot be observed. Moreover, fear was not significantly predicted by any other variable in our data set, except for psychological well-being, indicating that individuals with high psychological well-being are less likely to experience fear of COVID-19 over time compared to individuals with lower scores (<italic>b</italic>=−0.15, SE=0.07, <italic>P=</italic>.04).</p>
      <fig id="figure2" position="float">
        <label>Figure 2</label>
        <caption>
          <p>Summary of the principal results of the autoregressive structural equation model. Solid lines indicate the paths (presented with unstandardized path coefficients and standard errors in parentheses) that were included in the hypotheses, and dashed lines indicate the paths that were involved in statistical analysis (for detailed results including covariates, see <xref ref-type="supplementary-material" rid="app1">Multimedia Appendix 1</xref>). Significant paths are displayed in green, and nonsignificant paths are displayed in red.</p>
        </caption>
        <graphic xlink:href="jmir_v23i9e28700_fig2.png" alt-version="no" mimetype="image" position="float" xlink:type="simple"/>
      </fig>
    </sec>
    <sec sec-type="discussion">
      <title>Discussion</title>
      <sec>
        <title>Principal Findings</title>
        <p>This study provides empirical support for the coping strategy of online self-disclosure. More specifically, our main findings reveal that more intense COVID-19 fears at the beginning of the first COVID-19 lockdown (T1) predicted greater online self-disclosure at the end of the lockdown 1 month later (T2), indicating that it has been considered a relevant means of coping in light of governmental restrictions. Further, the study shows that greater engagement in online self-disclosure at T1 coincides with increased feelings of happiness at T2, suggesting coping effectiveness with regard to hedonic emotional states. Notably, psychological well-being at T2 was not linked to COVID-19 fears and online-self disclosure at T1.</p>
        <p>In the time of COVID-19, people all over the world have been confronted with significant psychological stressors, such as the likelihood of being infected or the social isolation resulting from lockdown measures. Social media provide a way to cope with these stressors, especially by disclosing self-related private information to other people. Such online self-disclosure has an important psychological function. By disclosing their concerns, fears, or personal problems during the lockdown, individuals connect with others and maintain the feeling of not being alone, which may save them from harmful health-related consequences.</p>
        <p>In this study, using partially metric measurement invariant structural equation modeling, we found the first empirical evidence that fear of COVID-19 increased smartphone-based self-disclosure on social media, which, in turn, fostered individuals’ happiness. Three aspects of our findings are particularly noteworthy. First, while fear of COVID-19 fostered online self-disclosure over time, we did not observe any evidence for the reverse effect. This means fear leads people to disclose their concerns using digital media, but this does not help to alleviate fear. Interestingly, happiness, which was positively predicted by online self-disclosure, did not reduce fear of COVID-19 over time either. In order to interpret these findings, we need to keep in mind that the study was conducted during the first lockdown in Austria in spring 2020, where the uncertainty regarding the pandemic, the epidemiologic characteristics of the coronavirus, and its consequences for human life were arguably at its peak in many countries. In other words, no matter the amount of online self-disclosure, fears of COVID-19 remained present, most likely due to the ongoing risks and uncertainties associated with it. In fact, the only construct that was found to reduce fear over time was psychological well-being. Individuals who report a high degree of psychological well-being may have more confidence in their ability to master or control the virus or exhibit stronger resilience against adverse psychological states [<xref ref-type="bibr" rid="ref51">51</xref>]. Clearly, more empirical insight is needed to explain this finding.</p>
        <p>Second, it is noteworthy that, compared to happiness, we did not observe a relationship between online self-disclosure and psychological well-being. Happiness can be understood as a relatively transient hedonic emotional state in which individuals experience pleasure and joy [<xref ref-type="bibr" rid="ref29">29</xref>]. By contrast, psychological well-being includes more stable and long-term eudaimonic indicators such as life satisfaction and quality of life [<xref ref-type="bibr" rid="ref52">52</xref>]. This refers to the notion that our current life and our life achievements are perceived as being close to our general ideals and goals in life [<xref ref-type="bibr" rid="ref53">53</xref>]. The inconsistent effectiveness of online self-disclosure for coping may be explained by the contrast in both indicators’ scopes. Disclosing to others how one personally feels about COVID-19, even if done repeatedly over the course of 4 weeks, may come as a habitualized temporal relief from pandemic-related stressors; however, it might not by itself be capable of changing the bleak circumstances that created these stressors in the first place (nor stressors unrelated to the pandemic) in such a brief period. Within 4 weeks, online self-disclosure may therefore “only” facilitate ephemeral affective states that got repeatedly threatened by COVID-19 but not more stable long-term self-evaluations that most likely go beyond the circumstances of the pandemic. However, as evident in our data, happiness and psychological well-being are positively and reciprocally related over time. This may suggest that online self-disclosure may impact psychological well-being indirectly, that is, by affecting happiness in the first place, which then influences individuals’ psychological well-being. Unfortunately, with only 2 panel waves, we lack the data to test such mediated relationships.</p>
        <p>Notwithstanding this limitation, one could argue that happiness serves as an important psychological resource in times of crisis. In states of happiness, individuals are likely to select and process emotionally congruent (ie, positive) information, which may facilitate self-confidence and prevent the emergence of depressive tendencies [<xref ref-type="bibr" rid="ref54">54</xref>]. One could also assume that happy individuals differ from unhappy individuals in the ways in which they cope with the flow of negative media information surrounding the COVID-19 pandemic [<xref ref-type="bibr" rid="ref55">55</xref>]. Of course, additional data are needed to firmly test these conjectures.</p>
        <p>Third and finally, online self-disclosure was only predicted by fear and not by happiness and psychological well-being, pointing to the very nature of self-disclosure, that is, self-disclosure can be understood as a means to cope with <italic>negative</italic> stressors and not to communicate <italic>positive</italic> experiences. Accordingly, online self-disclosure is not reduced (nor enhanced) in positive life situations. The combination of these findings supports the notion that online self-disclosure comes as a suitable coping strategy in the face of physical distance and government restrictions impeding face-to-face–based coping that appears to withstand the general positivity bias in social media environments.</p>
      </sec>
      <sec>
        <title>Limitations</title>
        <p>Some limitations need to be acknowledged. Lockdowns and other government measures to fight COVID-19 differ between countries, which may have a significant impact on self-disclosure behaviors. Thus, findings from Austria may not be generalizable to other countries, necessitating additional empirical evidence. Related to this, data collection in this study started at the beginning of the lockdown in March/April 2020, lasting until the end of the lockdown in May 2020 in Austria. The findings may thus not be generalizable to the entire period of the COVID-19 pandemic, such as subsequent COVID-19 lockdowns, that is, individuals may behave in different ways during a second lockdown than they did during the first lockdown. Therefore, familiarity with a lockdown situation and compliance with government measures should be taken into account in future research. Moreover, future studies should use more measurements, ideally spanning over lockdown and nonlockdown periods.</p>
        <p>With regard to methodology, we relied on participants’ self-reports to measure online self-disclosure. Clearly, self-report data have limitations as they are prone to social desirability and other measurement errors. Participants in this study may have underestimated or overestimated their levels of online self-disclosure. Related to this, our measures and data allow no assumptions about the content of online self-disclosure. Individuals may have enclosed several emotional states, such as fears, practical problems, economic issues, and health-related aspects. In order to shed light on the content of self-disclosure during the pandemic, qualitative methodologies are particularly warranted. Moreover, although we could observe effects over the course of 1 month, our research design did not allow any conclusions about longitudinal mediation mechanisms. Future research should continue this work with more panel waves. Such data would also account for mediation paths among fear of COVID-19, online self-disclosure, and psychological outcomes.</p>
        <p>Finally, the relationship between online self-disclosure and psychological well-being may depend on individual predispositions. For instance, chronically distressed individuals may not benefit from online self-disclosure [<xref ref-type="bibr" rid="ref32">32</xref>]. The reason can be found in their distress-related tendency to share more negative or inauthentic information, which is usually accompanied by more negative received feedback. Future research should investigate these individual-level contingent conditions.</p>
      </sec>
      <sec>
        <title>Conclusions</title>
        <p>Taken together, our findings suggest that self-disclosure in online digital media can play a major role in restoring people’s happiness during COVID-19 and the lockdowns it has brought upon us. With the worldwide spread of COVID-19, fear was a prevalent emotional reaction among many people. To deal with this fear, individuals used digital media, especially social media via their smartphones, to disclose their feelings, problems, and concerns. We showed that such online self-disclosure opportunities contributed to the psychological health of individuals. Although online self-disclosure did not affect psychological well-being, it made people happier over time, which is an important psychological resource in times of uncertainty, crisis, and stress.</p>
      </sec>
    </sec>
  </body>
  <back>
    <app-group>
      <supplementary-material id="app1">
        <label>Multimedia Appendix 1</label>
        <p>Zero-order correlations and results of the structural equation model.</p>
        <media xlink:href="jmir_v23i9e28700_app1.docx" xlink:title="DOCX File , 25 KB"/>
      </supplementary-material>
    </app-group>
    <glossary>
      <title>Abbreviations</title>
      <def-list>
        <def-item>
          <term id="abb1">CFI</term>
          <def>
            <p>comparative fit index</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb2">NFI</term>
          <def>
            <p>Bentler-Bonett Normed Fit Index</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb3">RMSEA</term>
          <def>
            <p>root mean square error of approximation</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb4">TLI</term>
          <def>
            <p>Tucker-Lewis Index</p>
          </def>
        </def-item>
      </def-list>
    </glossary>
    <ack>
      <p>We would like to thank the group of master’s students at the University of Vienna, namely Nadja Daurer, Katharina Feistritzer, Paula Gerhardus, Vera Odorizzi, Aminta Mahmoudi, Raphael Schörkhuber, Stefan Stangassinger, Patrick Stelzl, and Kerstin Widler, for their assistance with the recruitment of participants.</p>
    </ack>
    <fn-group>
      <fn fn-type="con">
        <p>JM and KK drafted the initial manuscript and reviewed and revised the manuscript. JM conceptualized the study and conducted the statistical analysis. AN and AS administered and conceptualized the study, wrote sections of the manuscript, and reviewed and revised the manuscript. All authors approved the final manuscript as submitted and agreed to be accountable for all aspects of the work.</p>
      </fn>
      <fn fn-type="conflict">
        <p>None declared.</p>
      </fn>
    </fn-group>
    <ref-list>
      <ref id="ref1">
        <label>1</label>
        <nlm-citation citation-type="web">
          <article-title>APA Dictionary of Psychology</article-title>
          <source>American Psychological Association</source>
          <access-date>2021-09-18</access-date>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://dictionary.apa.org/browse">https://dictionary.apa.org/browse</ext-link>
          </comment>
        </nlm-citation>
      </ref>
      <ref id="ref2">
        <label>2</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Seligman</surname>
              <given-names>MEP</given-names>
            </name>
            <name name-style="western">
              <surname>Parks</surname>
              <given-names>AC</given-names>
            </name>
            <name name-style="western">
              <surname>Steen</surname>
              <given-names>T</given-names>
            </name>
          </person-group>
          <article-title>A balanced psychology and a full life</article-title>
          <source>Philos Trans R Soc Lond B Biol Sci</source>
          <year>2004</year>
          <month>09</month>
          <day>29</day>
          <volume>359</volume>
          <issue>1449</issue>
          <fpage>1379</fpage>
          <lpage>81</lpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="http://europepmc.org/abstract/MED/15347529"/>
          </comment>
          <pub-id pub-id-type="doi">10.1098/rstb.2004.1513</pub-id>
          <pub-id pub-id-type="medline">15347529</pub-id>
          <pub-id pub-id-type="pii">EMABJQHHMAMDKMLN</pub-id>
          <pub-id pub-id-type="pmcid">PMC1693422</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref3">
        <label>3</label>
        <nlm-citation citation-type="web">
          <article-title>Mental health and psychosocial considerations during the COVID-19 outbreak</article-title>
          <source>World Health Organization</source>
          <year>2020</year>
          <access-date>2021-09-18</access-date>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://apps.who.int/iris/bitstream/handle/10665/331490/WHO-2019-nCoV-MentalHealth-2020.1-eng.pdf">https://apps.who.int/iris/bitstream/handle/10665/331490/WHO-2019-nCoV-MentalHealth-2020.1-eng.pdf</ext-link>
          </comment>
        </nlm-citation>
      </ref>
      <ref id="ref4">
        <label>4</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Holmes</surname>
              <given-names>EA</given-names>
            </name>
            <name name-style="western">
              <surname>O'Connor</surname>
              <given-names>RC</given-names>
            </name>
            <name name-style="western">
              <surname>Perry</surname>
              <given-names>VH</given-names>
            </name>
            <name name-style="western">
              <surname>Tracey</surname>
              <given-names>I</given-names>
            </name>
            <name name-style="western">
              <surname>Wessely</surname>
              <given-names>S</given-names>
            </name>
            <name name-style="western">
              <surname>Arseneault</surname>
              <given-names>L</given-names>
            </name>
            <name name-style="western">
              <surname>Ballard</surname>
              <given-names>C</given-names>
            </name>
            <name name-style="western">
              <surname>Christensen</surname>
              <given-names>H</given-names>
            </name>
            <name name-style="western">
              <surname>Cohen Silver</surname>
              <given-names>R</given-names>
            </name>
            <name name-style="western">
              <surname>Everall</surname>
              <given-names>I</given-names>
            </name>
            <name name-style="western">
              <surname>Ford</surname>
              <given-names>T</given-names>
            </name>
            <name name-style="western">
              <surname>John</surname>
              <given-names>A</given-names>
            </name>
            <name name-style="western">
              <surname>Kabir</surname>
              <given-names>T</given-names>
            </name>
            <name name-style="western">
              <surname>King</surname>
              <given-names>K</given-names>
            </name>
            <name name-style="western">
              <surname>Madan</surname>
              <given-names>I</given-names>
            </name>
            <name name-style="western">
              <surname>Michie</surname>
              <given-names>S</given-names>
            </name>
            <name name-style="western">
              <surname>Przybylski</surname>
              <given-names>AK</given-names>
            </name>
            <name name-style="western">
              <surname>Shafran</surname>
              <given-names>R</given-names>
            </name>
            <name name-style="western">
              <surname>Sweeney</surname>
              <given-names>A</given-names>
            </name>
            <name name-style="western">
              <surname>Worthman</surname>
              <given-names>CM</given-names>
            </name>
            <name name-style="western">
              <surname>Yardley</surname>
              <given-names>L</given-names>
            </name>
            <name name-style="western">
              <surname>Cowan</surname>
              <given-names>K</given-names>
            </name>
            <name name-style="western">
              <surname>Cope</surname>
              <given-names>C</given-names>
            </name>
            <name name-style="western">
              <surname>Hotopf</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>Bullmore</surname>
              <given-names>E</given-names>
            </name>
          </person-group>
          <article-title>Multidisciplinary research priorities for the COVID-19 pandemic: a call for action for mental health science</article-title>
          <source>The Lancet Psychiatry</source>
          <year>2020</year>
          <month>06</month>
          <day>15</day>
          <volume>7</volume>
          <issue>6</issue>
          <fpage>547</fpage>
          <lpage>560</lpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="http://europepmc.org/abstract/MED/32304649"/>
          </comment>
          <pub-id pub-id-type="doi">10.1016/S2215-0366(20)30168-1</pub-id>
          <pub-id pub-id-type="medline">32304649</pub-id>
          <pub-id pub-id-type="pii">S2215-0366(20)30168-1</pub-id>
          <pub-id pub-id-type="pmcid">PMC7159850</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref5">
        <label>5</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Schimmenti</surname>
              <given-names>A</given-names>
            </name>
            <name name-style="western">
              <surname>Billieux</surname>
              <given-names>J</given-names>
            </name>
            <name name-style="western">
              <surname>Starcevic</surname>
              <given-names>V</given-names>
            </name>
          </person-group>
          <article-title>The four horsemen of fear: An integrated model of understanding fear experiences during the COVID-19 pandemic</article-title>
          <source>Clinical Neuropsychiatry</source>
          <year>2020</year>
          <volume>17</volume>
          <issue>2</issue>
          <fpage>41</fpage>
          <lpage>45</lpage>
          <pub-id pub-id-type="doi">10.36131/CN20200202</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref6">
        <label>6</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Fitzpatrick</surname>
              <given-names>KM</given-names>
            </name>
            <name name-style="western">
              <surname>Harris</surname>
              <given-names>C</given-names>
            </name>
            <name name-style="western">
              <surname>Drawve</surname>
              <given-names>G</given-names>
            </name>
          </person-group>
          <article-title>Fear of COVID-19 and the mental health consequences in America</article-title>
          <source>Psychol Trauma</source>
          <year>2020</year>
          <month>08</month>
          <volume>12</volume>
          <issue>S1</issue>
          <fpage>S17</fpage>
          <lpage>S21</lpage>
          <pub-id pub-id-type="doi">10.1037/tra0000924</pub-id>
          <pub-id pub-id-type="medline">32496100</pub-id>
          <pub-id pub-id-type="pii">2020-38568-001</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref7">
        <label>7</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Salari</surname>
              <given-names>N</given-names>
            </name>
            <name name-style="western">
              <surname>Hosseinian-Far</surname>
              <given-names>A</given-names>
            </name>
            <name name-style="western">
              <surname>Jalali</surname>
              <given-names>R</given-names>
            </name>
            <name name-style="western">
              <surname>Vaisi-Raygani</surname>
              <given-names>A</given-names>
            </name>
            <name name-style="western">
              <surname>Rasoulpoor</surname>
              <given-names>S</given-names>
            </name>
            <name name-style="western">
              <surname>Mohammadi</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>Rasoulpoor</surname>
              <given-names>S</given-names>
            </name>
            <name name-style="western">
              <surname>Khaledi-Paveh</surname>
              <given-names>B</given-names>
            </name>
          </person-group>
          <article-title>Prevalence of stress, anxiety, depression among the general population during the COVID-19 pandemic: a systematic review and meta-analysis</article-title>
          <source>Global Health</source>
          <year>2020</year>
          <month>07</month>
          <day>06</day>
          <volume>16</volume>
          <issue>1</issue>
          <fpage>57</fpage>
          <lpage>11</lpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://globalizationandhealth.biomedcentral.com/articles/10.1186/s12992-020-00589-w"/>
          </comment>
          <pub-id pub-id-type="doi">10.1186/s12992-020-00589-w</pub-id>
          <pub-id pub-id-type="medline">32631403</pub-id>
          <pub-id pub-id-type="pii">10.1186/s12992-020-00589-w</pub-id>
          <pub-id pub-id-type="pmcid">PMC7338126</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref8">
        <label>8</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Ahorsu</surname>
              <given-names>DK</given-names>
            </name>
            <name name-style="western">
              <surname>Lin</surname>
              <given-names>CY</given-names>
            </name>
            <name name-style="western">
              <surname>Imani</surname>
              <given-names>V</given-names>
            </name>
            <name name-style="western">
              <surname>Saffari</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>Griffiths</surname>
              <given-names>MD</given-names>
            </name>
            <name name-style="western">
              <surname>Pakpour</surname>
              <given-names>AH</given-names>
            </name>
          </person-group>
          <article-title>The Fear of COVID-19 Scale: Development and Initial Validation</article-title>
          <source>Int J Ment Health Addiction</source>
          <year>2020</year>
          <month>03</month>
          <day>27</day>
          <fpage>1</fpage>
          <lpage>9</lpage>
          <pub-id pub-id-type="doi">10.1007/s11469-020-00270-8</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref9">
        <label>9</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Coelho</surname>
              <given-names>CM</given-names>
            </name>
            <name name-style="western">
              <surname>Suttiwan</surname>
              <given-names>P</given-names>
            </name>
            <name name-style="western">
              <surname>Arato</surname>
              <given-names>N</given-names>
            </name>
            <name name-style="western">
              <surname>Zsido</surname>
              <given-names>AN</given-names>
            </name>
          </person-group>
          <article-title>On the Nature of Fear and Anxiety Triggered by COVID-19</article-title>
          <source>Front Psychol</source>
          <year>2020</year>
          <month>11</month>
          <day>9</day>
          <volume>11</volume>
          <fpage>581314</fpage>
          <lpage>8</lpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://doi.org/10.3389/fpsyg.2020.581314"/>
          </comment>
          <pub-id pub-id-type="doi">10.3389/fpsyg.2020.581314</pub-id>
          <pub-id pub-id-type="medline">33240172</pub-id>
          <pub-id pub-id-type="pmcid">PMC7680724</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref10">
        <label>10</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Figueroa</surname>
              <given-names>CA</given-names>
            </name>
            <name name-style="western">
              <surname>Aguilera</surname>
              <given-names>A</given-names>
            </name>
          </person-group>
          <article-title>The Need for a Mental Health Technology Revolution in the COVID-19 Pandemic</article-title>
          <source>Front Psychiatry</source>
          <year>2020</year>
          <month>6</month>
          <day>3</day>
          <volume>11</volume>
          <fpage>523</fpage>
          <lpage>5</lpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://doi.org/10.3389/fpsyt.2020.00523"/>
          </comment>
          <pub-id pub-id-type="doi">10.3389/fpsyt.2020.00523</pub-id>
          <pub-id pub-id-type="medline">32581891</pub-id>
          <pub-id pub-id-type="pmcid">PMC7283500</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref11">
        <label>11</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Garfin</surname>
              <given-names>DR</given-names>
            </name>
          </person-group>
          <article-title>Technology as a coping tool during the coronavirus disease 2019 (COVID-19) pandemic: Implications and recommendations</article-title>
          <source>Stress Health</source>
          <year>2020</year>
          <month>10</month>
          <day>13</day>
          <volume>36</volume>
          <issue>4</issue>
          <fpage>555</fpage>
          <lpage>559</lpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="http://europepmc.org/abstract/MED/32762116"/>
          </comment>
          <pub-id pub-id-type="doi">10.1002/smi.2975</pub-id>
          <pub-id pub-id-type="medline">32762116</pub-id>
          <pub-id pub-id-type="pmcid">PMC7436915</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref12">
        <label>12</label>
        <nlm-citation citation-type="book">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Corcoran</surname>
              <given-names>P</given-names>
            </name>
          </person-group>
          <person-group person-group-type="editor">
            <name name-style="western">
              <surname>Corcoran</surname>
              <given-names>P</given-names>
            </name>
            <name name-style="western">
              <surname>Spencer</surname>
              <given-names>V</given-names>
            </name>
          </person-group>
          <article-title>Therapeutic Self-Disclosure: The Talking Cure</article-title>
          <source>Disclosures</source>
          <year>2000</year>
          <publisher-loc>London, UK</publisher-loc>
          <publisher-name>Routledge</publisher-name>
          <fpage>118</fpage>
          <lpage>148</lpage>
        </nlm-citation>
      </ref>
      <ref id="ref13">
        <label>13</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Dindia</surname>
              <given-names>K</given-names>
            </name>
            <name name-style="western">
              <surname>Fitzpatrick</surname>
              <given-names>MA</given-names>
            </name>
            <name name-style="western">
              <surname>Kenny</surname>
              <given-names>DA</given-names>
            </name>
          </person-group>
          <article-title>Self-Disclosure in Spouse and Stranger Interaction A Social Relations Analysis</article-title>
          <source>Human Comm Res</source>
          <year>1997</year>
          <month>03</month>
          <volume>23</volume>
          <issue>3</issue>
          <fpage>388</fpage>
          <lpage>412</lpage>
          <pub-id pub-id-type="doi">10.1111/j.1468-2958.1997.tb00402.x</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref14">
        <label>14</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Clark-Gordon</surname>
              <given-names>CV</given-names>
            </name>
            <name name-style="western">
              <surname>Bowman</surname>
              <given-names>ND</given-names>
            </name>
            <name name-style="western">
              <surname>Goodboy</surname>
              <given-names>AK</given-names>
            </name>
            <name name-style="western">
              <surname>Wright</surname>
              <given-names>A</given-names>
            </name>
          </person-group>
          <article-title>Anonymity and Online Self-Disclosure: A Meta-Analysis</article-title>
          <source>Communication Reports</source>
          <year>2019</year>
          <month>05</month>
          <day>07</day>
          <volume>32</volume>
          <issue>2</issue>
          <fpage>98</fpage>
          <lpage>111</lpage>
          <pub-id pub-id-type="doi">10.1080/08934215.2019.1607516</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref15">
        <label>15</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Nguyen</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>Bin</surname>
              <given-names>YS</given-names>
            </name>
            <name name-style="western">
              <surname>Campbell</surname>
              <given-names>A</given-names>
            </name>
          </person-group>
          <article-title>Comparing online and offline self-disclosure: a systematic review</article-title>
          <source>Cyberpsychol Behav Soc Netw</source>
          <year>2012</year>
          <month>02</month>
          <volume>15</volume>
          <issue>2</issue>
          <fpage>103</fpage>
          <lpage>11</lpage>
          <pub-id pub-id-type="doi">10.1089/cyber.2011.0277</pub-id>
          <pub-id pub-id-type="medline">22032794</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref16">
        <label>16</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Trepte</surname>
              <given-names>S</given-names>
            </name>
            <name name-style="western">
              <surname>Masur</surname>
              <given-names>PK</given-names>
            </name>
            <name name-style="western">
              <surname>Scharkow</surname>
              <given-names>M</given-names>
            </name>
          </person-group>
          <article-title>Mutual friends' social support and self-disclosure in face-to-face and instant messenger communication</article-title>
          <source>J Soc Psychol</source>
          <year>2018</year>
          <month>12</month>
          <day>26</day>
          <volume>158</volume>
          <issue>4</issue>
          <fpage>430</fpage>
          <lpage>445</lpage>
          <pub-id pub-id-type="doi">10.1080/00224545.2017.1398707</pub-id>
          <pub-id pub-id-type="medline">29099670</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref17">
        <label>17</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Mihelj</surname>
              <given-names>S</given-names>
            </name>
            <name name-style="western">
              <surname>Kondor</surname>
              <given-names>K</given-names>
            </name>
            <name name-style="western">
              <surname>Štětka</surname>
              <given-names>V</given-names>
            </name>
          </person-group>
          <article-title>Audience Engagement with COVID-19 News: The Impact of Lockdown and Live Coverage, and the Role of Polarization</article-title>
          <source>Journalism Studies</source>
          <year>2021</year>
          <month>05</month>
          <day>25</day>
          <fpage>1</fpage>
          <lpage>19</lpage>
          <pub-id pub-id-type="doi">10.1080/1461670x.2021.1931410</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref18">
        <label>18</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Van Aelst</surname>
              <given-names>P</given-names>
            </name>
            <name name-style="western">
              <surname>Toth</surname>
              <given-names>F</given-names>
            </name>
            <name name-style="western">
              <surname>Castro</surname>
              <given-names>L</given-names>
            </name>
            <name name-style="western">
              <surname>Štětka</surname>
              <given-names>V</given-names>
            </name>
            <name name-style="western">
              <surname>Vreese</surname>
              <given-names>CD</given-names>
            </name>
            <name name-style="western">
              <surname>Aalberg</surname>
              <given-names>T</given-names>
            </name>
            <name name-style="western">
              <surname>Cardenal</surname>
              <given-names>AS</given-names>
            </name>
            <name name-style="western">
              <surname>Corbu</surname>
              <given-names>N</given-names>
            </name>
            <name name-style="western">
              <surname>Esser</surname>
              <given-names>F</given-names>
            </name>
            <name name-style="western">
              <surname>Hopmann</surname>
              <given-names>DN</given-names>
            </name>
            <name name-style="western">
              <surname>Koc-Michalska</surname>
              <given-names>K</given-names>
            </name>
            <name name-style="western">
              <surname>Matthes</surname>
              <given-names>J</given-names>
            </name>
            <name name-style="western">
              <surname>Schemer</surname>
              <given-names>C</given-names>
            </name>
            <name name-style="western">
              <surname>Sheafer</surname>
              <given-names>T</given-names>
            </name>
            <name name-style="western">
              <surname>Splendore</surname>
              <given-names>S</given-names>
            </name>
            <name name-style="western">
              <surname>Stanyer</surname>
              <given-names>J</given-names>
            </name>
            <name name-style="western">
              <surname>Stępińska</surname>
              <given-names>A</given-names>
            </name>
            <name name-style="western">
              <surname>Strömbäck</surname>
              <given-names>J</given-names>
            </name>
            <name name-style="western">
              <surname>Theocharis</surname>
              <given-names>Y</given-names>
            </name>
          </person-group>
          <article-title>Does a Crisis Change News Habits? A Comparative Study of the Effects of COVID-19 on News Media Use in 17 European Countries</article-title>
          <source>Digital Journalism</source>
          <year>2021</year>
          <month>07</month>
          <day>21</day>
          <fpage>1</fpage>
          <lpage>31</lpage>
          <pub-id pub-id-type="doi">10.1080/21670811.2021.1943481</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref19">
        <label>19</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Ohme</surname>
              <given-names>J</given-names>
            </name>
            <name name-style="western">
              <surname>Vanden Abeele</surname>
              <given-names>MMP</given-names>
            </name>
            <name name-style="western">
              <surname>Van Gaeveren</surname>
              <given-names>K</given-names>
            </name>
            <name name-style="western">
              <surname>Durnez</surname>
              <given-names>W</given-names>
            </name>
            <name name-style="western">
              <surname>De Marez</surname>
              <given-names>L</given-names>
            </name>
          </person-group>
          <article-title>Staying Informed and Bridging "Social Distance": Smartphone News Use and Mobile Messaging Behaviors of Flemish Adults during the First Weeks of the COVID-19 Pandemic</article-title>
          <source>Socius</source>
          <year>2020</year>
          <volume>6</volume>
          <fpage>2378023120950190</fpage>
          <lpage>14</lpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://journals.sagepub.com/doi/10.1177/2378023120950190?url_ver=Z39.88-2003&#38;rfr_id=ori:rid:crossref.org&#38;rfr_dat=cr_pub%3dpubmed"/>
          </comment>
          <pub-id pub-id-type="doi">10.1177/2378023120950190</pub-id>
          <pub-id pub-id-type="medline">34192139</pub-id>
          <pub-id pub-id-type="pii">10.1177_2378023120950190</pub-id>
          <pub-id pub-id-type="pmcid">PMC7472194</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref20">
        <label>20</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Saha</surname>
              <given-names>K</given-names>
            </name>
            <name name-style="western">
              <surname>Torous</surname>
              <given-names>J</given-names>
            </name>
            <name name-style="western">
              <surname>Caine</surname>
              <given-names>ED</given-names>
            </name>
            <name name-style="western">
              <surname>De Choudhury</surname>
              <given-names>M</given-names>
            </name>
          </person-group>
          <article-title>Psychosocial Effects of the COVID-19 Pandemic: Large-scale Quasi-Experimental Study on Social Media</article-title>
          <source>J Med Internet Res</source>
          <year>2020</year>
          <month>11</month>
          <day>24</day>
          <volume>22</volume>
          <issue>11</issue>
          <fpage>e22600</fpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://www.jmir.org/2020/11/e22600/"/>
          </comment>
          <pub-id pub-id-type="doi">10.2196/22600</pub-id>
          <pub-id pub-id-type="medline">33156805</pub-id>
          <pub-id pub-id-type="pii">v22i11e22600</pub-id>
          <pub-id pub-id-type="pmcid">PMC7690250</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref21">
        <label>21</label>
        <nlm-citation citation-type="book">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Stiles</surname>
              <given-names>W</given-names>
            </name>
          </person-group>
          <person-group person-group-type="editor">
            <name name-style="western">
              <surname>Derlega</surname>
              <given-names>VJ</given-names>
            </name>
            <name name-style="western">
              <surname>Berg</surname>
              <given-names>JH</given-names>
            </name>
          </person-group>
          <article-title>“I Have to Talk to Somebody”</article-title>
          <source>Self-Disclosure. Perspectives in Social Psychology</source>
          <year>1987</year>
          <publisher-loc>Boston, MA</publisher-loc>
          <publisher-name>Springer</publisher-name>
          <fpage>257</fpage>
          <lpage>282</lpage>
        </nlm-citation>
      </ref>
      <ref id="ref22">
        <label>22</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Martin</surname>
              <given-names>GN</given-names>
            </name>
          </person-group>
          <article-title>(Why) Do You Like Scary Movies? A Review of the Empirical Research on Psychological Responses to Horror Films</article-title>
          <source>Front Psychol</source>
          <year>2019</year>
          <month>10</month>
          <day>18</day>
          <volume>10</volume>
          <fpage>2298</fpage>
          <lpage>22</lpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://doi.org/10.3389/fpsyg.2019.02298"/>
          </comment>
          <pub-id pub-id-type="doi">10.3389/fpsyg.2019.02298</pub-id>
          <pub-id pub-id-type="medline">31681095</pub-id>
          <pub-id pub-id-type="pmcid">PMC6813198</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref23">
        <label>23</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Russell</surname>
              <given-names>JA</given-names>
            </name>
            <name name-style="western">
              <surname>Mehrabian</surname>
              <given-names>A</given-names>
            </name>
          </person-group>
          <article-title>Evidence for a three-factor theory of emotions</article-title>
          <source>Journal of Research in Personality</source>
          <year>1977</year>
          <month>9</month>
          <volume>11</volume>
          <issue>3</issue>
          <fpage>273</fpage>
          <lpage>294</lpage>
          <pub-id pub-id-type="doi">10.1016/0092-6566(77)90037-x</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref24">
        <label>24</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Reichert</surname>
              <given-names>A</given-names>
            </name>
            <name name-style="western">
              <surname>Tauchmann</surname>
              <given-names>H</given-names>
            </name>
          </person-group>
          <article-title>The Causal Impact of Fear of Unemployment on Psychological Health</article-title>
          <source>SSRN Journal</source>
          <year>2011</year>
          <month>7</month>
          <day>8</day>
          <fpage>3</fpage>
          <lpage>23</lpage>
          <pub-id pub-id-type="doi">10.2139/ssrn.1880938</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref25">
        <label>25</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Stafford</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>Chandola</surname>
              <given-names>T</given-names>
            </name>
            <name name-style="western">
              <surname>Marmot</surname>
              <given-names>M</given-names>
            </name>
          </person-group>
          <article-title>Association Between Fear of Crime and Mental Health and Physical Functioning</article-title>
          <source>Am J Public Health</source>
          <year>2007</year>
          <month>11</month>
          <volume>97</volume>
          <issue>11</issue>
          <fpage>2076</fpage>
          <lpage>2081</lpage>
          <pub-id pub-id-type="doi">10.2105/ajph.2006.097154</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref26">
        <label>26</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Sønderskov</surname>
              <given-names>KM</given-names>
            </name>
            <name name-style="western">
              <surname>Dinesen</surname>
              <given-names>PT</given-names>
            </name>
            <name name-style="western">
              <surname>Santini</surname>
              <given-names>ZI</given-names>
            </name>
            <name name-style="western">
              <surname>Østergaard</surname>
              <given-names>SD</given-names>
            </name>
          </person-group>
          <article-title>Increased psychological well-being after the apex of the COVID-19 pandemic</article-title>
          <source>Acta Neuropsychiatr</source>
          <year>2020</year>
          <month>10</month>
          <day>06</day>
          <volume>32</volume>
          <issue>5</issue>
          <fpage>277</fpage>
          <lpage>279</lpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="http://europepmc.org/abstract/MED/32624036"/>
          </comment>
          <pub-id pub-id-type="doi">10.1017/neu.2020.26</pub-id>
          <pub-id pub-id-type="medline">32624036</pub-id>
          <pub-id pub-id-type="pii">S0924270820000265</pub-id>
          <pub-id pub-id-type="pmcid">PMC7385325</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref27">
        <label>27</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Delle Fave</surname>
              <given-names>A</given-names>
            </name>
            <name name-style="western">
              <surname>Brdar</surname>
              <given-names>I</given-names>
            </name>
            <name name-style="western">
              <surname>Freire</surname>
              <given-names>T</given-names>
            </name>
            <name name-style="western">
              <surname>Vella-Brodrick</surname>
              <given-names>D</given-names>
            </name>
            <name name-style="western">
              <surname>Wissing</surname>
              <given-names>MP</given-names>
            </name>
          </person-group>
          <article-title>The Eudaimonic and Hedonic Components of Happiness: Qualitative and Quantitative Findings</article-title>
          <source>Soc Indic Res</source>
          <year>2010</year>
          <month>5</month>
          <day>4</day>
          <volume>100</volume>
          <issue>2</issue>
          <fpage>185</fpage>
          <lpage>207</lpage>
          <pub-id pub-id-type="doi">10.1007/s11205-010-9632-5</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref28">
        <label>28</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Huta</surname>
              <given-names>V</given-names>
            </name>
            <name name-style="western">
              <surname>Waterman</surname>
              <given-names>AS</given-names>
            </name>
          </person-group>
          <article-title>Eudaimonia and Its Distinction from Hedonia: Developing a Classification and Terminology for Understanding Conceptual and Operational Definitions</article-title>
          <source>J Happiness Stud</source>
          <year>2013</year>
          <month>12</month>
          <day>29</day>
          <volume>15</volume>
          <issue>6</issue>
          <fpage>1425</fpage>
          <lpage>1456</lpage>
          <pub-id pub-id-type="doi">10.1007/s10902-013-9485-0</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref29">
        <label>29</label>
        <nlm-citation citation-type="book">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Diener</surname>
              <given-names>E</given-names>
            </name>
            <name name-style="western">
              <surname>Wirtz</surname>
              <given-names>D</given-names>
            </name>
            <name name-style="western">
              <surname>Biswas-Diener</surname>
              <given-names>R</given-names>
            </name>
            <name name-style="western">
              <surname>Tov</surname>
              <given-names>W</given-names>
            </name>
            <name name-style="western">
              <surname>Kim-Prieto</surname>
              <given-names>C</given-names>
            </name>
            <name name-style="western">
              <surname>Choi</surname>
              <given-names>DW</given-names>
            </name>
            <name name-style="western">
              <surname>Oishi</surname>
              <given-names>S</given-names>
            </name>
          </person-group>
          <person-group person-group-type="editor">
            <name name-style="western">
              <surname>Diener</surname>
              <given-names>E</given-names>
            </name>
          </person-group>
          <article-title>New Measures of Well-Being</article-title>
          <source>Assessing Well-Being. Social Indicators Research Series, vol 39</source>
          <year>2009</year>
          <publisher-loc>Dordrecht</publisher-loc>
          <publisher-name>Springer</publisher-name>
          <fpage>247</fpage>
          <lpage>266</lpage>
        </nlm-citation>
      </ref>
      <ref id="ref30">
        <label>30</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Keyes</surname>
              <given-names>CLM</given-names>
            </name>
            <name name-style="western">
              <surname>Annas</surname>
              <given-names>J</given-names>
            </name>
          </person-group>
          <article-title>Feeling good and functioning well: distinctive concepts in ancient philosophy and contemporary science</article-title>
          <source>The Journal of Positive Psychology</source>
          <year>2009</year>
          <month>05</month>
          <day>14</day>
          <volume>4</volume>
          <issue>3</issue>
          <fpage>197</fpage>
          <lpage>201</lpage>
          <pub-id pub-id-type="doi">10.1080/17439760902844228</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref31">
        <label>31</label>
        <nlm-citation citation-type="book">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Seligman</surname>
              <given-names>MEP</given-names>
            </name>
          </person-group>
          <source>Flourish: A Visionary New Understanding of Happiness and Well-Being</source>
          <year>2011</year>
          <publisher-loc>New York, NY</publisher-loc>
          <publisher-name>Free Press</publisher-name>
        </nlm-citation>
      </ref>
      <ref id="ref32">
        <label>32</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Luo</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>Hancock</surname>
              <given-names>JT</given-names>
            </name>
          </person-group>
          <article-title>Self-disclosure and social media: motivations, mechanisms and psychological well-being</article-title>
          <source>Curr Opin Psychol</source>
          <year>2020</year>
          <month>02</month>
          <volume>31</volume>
          <fpage>110</fpage>
          <lpage>115</lpage>
          <pub-id pub-id-type="doi">10.1016/j.copsyc.2019.08.019</pub-id>
          <pub-id pub-id-type="medline">31563107</pub-id>
          <pub-id pub-id-type="pii">S2352-250X(19)30142-3</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref33">
        <label>33</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Chen</surname>
              <given-names>HT</given-names>
            </name>
            <name name-style="western">
              <surname>Li</surname>
              <given-names>X</given-names>
            </name>
          </person-group>
          <article-title>The contribution of mobile social media to social capital and psychological well-being: Examining the role of communicative use, friending and self-disclosure</article-title>
          <source>Computers in Human Behavior</source>
          <year>2017</year>
          <month>10</month>
          <volume>75</volume>
          <fpage>958</fpage>
          <lpage>965</lpage>
          <pub-id pub-id-type="doi">10.1016/j.chb.2017.06.011</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref34">
        <label>34</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Utz</surname>
              <given-names>S</given-names>
            </name>
          </person-group>
          <article-title>The function of self-disclosure on social network sites: Not only intimate, but also positive and entertaining self-disclosures increase the feeling of connection</article-title>
          <source>Computers in Human Behavior</source>
          <year>2015</year>
          <month>04</month>
          <volume>45</volume>
          <fpage>1</fpage>
          <lpage>10</lpage>
          <pub-id pub-id-type="doi">10.1016/j.chb.2014.11.076</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref35">
        <label>35</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Karsay</surname>
              <given-names>K</given-names>
            </name>
            <name name-style="western">
              <surname>Schmuck</surname>
              <given-names>D</given-names>
            </name>
            <name name-style="western">
              <surname>Matthes</surname>
              <given-names>J</given-names>
            </name>
            <name name-style="western">
              <surname>Stevic</surname>
              <given-names>A</given-names>
            </name>
          </person-group>
          <article-title>Longitudinal Effects of Excessive Smartphone Use on Stress and Loneliness: The Moderating Role of Self-Disclosure</article-title>
          <source>Cyberpsychol Behav Soc Netw</source>
          <year>2019</year>
          <month>11</month>
          <day>01</day>
          <volume>22</volume>
          <issue>11</issue>
          <fpage>706</fpage>
          <lpage>713</lpage>
          <pub-id pub-id-type="doi">10.1089/cyber.2019.0255</pub-id>
          <pub-id pub-id-type="medline">31697600</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref36">
        <label>36</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Zhang</surname>
              <given-names>R</given-names>
            </name>
          </person-group>
          <article-title>The stress-buffering effect of self-disclosure on Facebook: An examination of stressful life events, social support, and mental health among college students</article-title>
          <source>Computers in Human Behavior</source>
          <year>2017</year>
          <month>10</month>
          <volume>75</volume>
          <fpage>527</fpage>
          <lpage>537</lpage>
          <pub-id pub-id-type="doi">10.1016/j.chb.2017.05.043</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref37">
        <label>37</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Nabity-Grover</surname>
              <given-names>T</given-names>
            </name>
            <name name-style="western">
              <surname>Cheung</surname>
              <given-names>CMK</given-names>
            </name>
            <name name-style="western">
              <surname>Thatcher</surname>
              <given-names>JB</given-names>
            </name>
          </person-group>
          <article-title>Inside out and outside in: How the COVID-19 pandemic affects self-disclosure on social media</article-title>
          <source>Int J Inf Manage</source>
          <year>2020</year>
          <month>12</month>
          <volume>55</volume>
          <fpage>102188</fpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="http://europepmc.org/abstract/MED/32836645"/>
          </comment>
          <pub-id pub-id-type="doi">10.1016/j.ijinfomgt.2020.102188</pub-id>
          <pub-id pub-id-type="medline">32836645</pub-id>
          <pub-id pub-id-type="pii">102188</pub-id>
          <pub-id pub-id-type="pmcid">PMC7320916</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref38">
        <label>38</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Feijt</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>de Kort</surname>
              <given-names>Y</given-names>
            </name>
            <name name-style="western">
              <surname>Bongers</surname>
              <given-names>I</given-names>
            </name>
            <name name-style="western">
              <surname>Bierbooms</surname>
              <given-names>J</given-names>
            </name>
            <name name-style="western">
              <surname>Westerink</surname>
              <given-names>J</given-names>
            </name>
            <name name-style="western">
              <surname>IJsselsteijn</surname>
              <given-names>W</given-names>
            </name>
          </person-group>
          <article-title>Mental Health Care Goes Online: Practitioners' Experiences of Providing Mental Health Care During the COVID-19 Pandemic</article-title>
          <source>Cyberpsychol Behav Soc Netw</source>
          <year>2020</year>
          <month>12</month>
          <volume>23</volume>
          <issue>12</issue>
          <fpage>860</fpage>
          <lpage>864</lpage>
          <pub-id pub-id-type="doi">10.1089/cyber.2020.0370</pub-id>
          <pub-id pub-id-type="medline">32815742</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref39">
        <label>39</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Weinberg</surname>
              <given-names>H</given-names>
            </name>
          </person-group>
          <article-title>Online group psychotherapy: Challenges and possibilities during COVID-19—A practice review</article-title>
          <source>Group Dynamics: Theory, Research, and Practice</source>
          <year>2020</year>
          <month>09</month>
          <volume>24</volume>
          <issue>3</issue>
          <fpage>201</fpage>
          <lpage>211</lpage>
          <pub-id pub-id-type="doi">10.1037/gdn0000140</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref40">
        <label>40</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Wiederhold</surname>
              <given-names>BK</given-names>
            </name>
          </person-group>
          <article-title>Using Social Media to Our Advantage: Alleviating Anxiety During a Pandemic</article-title>
          <source>Cyberpsychol Behav Soc Netw</source>
          <year>2020</year>
          <month>04</month>
          <day>01</day>
          <volume>23</volume>
          <issue>4</issue>
          <fpage>197</fpage>
          <lpage>198</lpage>
          <pub-id pub-id-type="doi">10.1089/cyber.2020.29180.bkw</pub-id>
          <pub-id pub-id-type="medline">32207630</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref41">
        <label>41</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Canale</surname>
              <given-names>N</given-names>
            </name>
            <name name-style="western">
              <surname>Marino</surname>
              <given-names>C</given-names>
            </name>
            <name name-style="western">
              <surname>Lenzi</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>Vieno</surname>
              <given-names>A</given-names>
            </name>
            <name name-style="western">
              <surname>Griffiths</surname>
              <given-names>MD</given-names>
            </name>
            <name name-style="western">
              <surname>Gaboardi</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>Giraldo</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>Cervone</surname>
              <given-names>C</given-names>
            </name>
            <name name-style="western">
              <surname>Massimo</surname>
              <given-names>S</given-names>
            </name>
          </person-group>
          <article-title>How Communication Technology Fosters Individual and Social Wellbeing During the Covid-19 Pandemic: Preliminary Support For a Digital Interaction Model</article-title>
          <source>J Happiness Stud</source>
          <year>2021</year>
          <month>06</month>
          <day>19</day>
          <fpage>1</fpage>
          <lpage>19</lpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="http://europepmc.org/abstract/MED/34177363"/>
          </comment>
          <pub-id pub-id-type="doi">10.1007/s10902-021-00421-1</pub-id>
          <pub-id pub-id-type="medline">34177363</pub-id>
          <pub-id pub-id-type="pii">421</pub-id>
          <pub-id pub-id-type="pmcid">PMC8214064</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref42">
        <label>42</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Qi</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>Zhou</surname>
              <given-names>S</given-names>
            </name>
            <name name-style="western">
              <surname>Guo</surname>
              <given-names>Z</given-names>
            </name>
            <name name-style="western">
              <surname>Zhang</surname>
              <given-names>L</given-names>
            </name>
            <name name-style="western">
              <surname>Min</surname>
              <given-names>H</given-names>
            </name>
            <name name-style="western">
              <surname>Li</surname>
              <given-names>X</given-names>
            </name>
            <name name-style="western">
              <surname>Chen</surname>
              <given-names>J</given-names>
            </name>
          </person-group>
          <article-title>The Effect of Social Support on Mental Health in Chinese Adolescents During the Outbreak of COVID-19</article-title>
          <source>J Adolesc Health</source>
          <year>2020</year>
          <month>10</month>
          <day>01</day>
          <volume>67</volume>
          <issue>4</issue>
          <fpage>514</fpage>
          <lpage>518</lpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="http://europepmc.org/abstract/MED/32753347"/>
          </comment>
          <pub-id pub-id-type="doi">10.1016/j.jadohealth.2020.07.001</pub-id>
          <pub-id pub-id-type="medline">32753347</pub-id>
          <pub-id pub-id-type="pii">S1054-139X(20)30369-4</pub-id>
          <pub-id pub-id-type="pmcid">PMC7395830</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref43">
        <label>43</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Jungmann</surname>
              <given-names>SM</given-names>
            </name>
            <name name-style="western">
              <surname>Witthöft</surname>
              <given-names>M</given-names>
            </name>
          </person-group>
          <article-title>Health anxiety, cyberchondria, and coping in the current COVID-19 pandemic: Which factors are related to coronavirus anxiety?</article-title>
          <source>J Anxiety Disord</source>
          <year>2020</year>
          <month>06</month>
          <volume>73</volume>
          <fpage>102239</fpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="http://europepmc.org/abstract/MED/32502806"/>
          </comment>
          <pub-id pub-id-type="doi">10.1016/j.janxdis.2020.102239</pub-id>
          <pub-id pub-id-type="medline">32502806</pub-id>
          <pub-id pub-id-type="pii">S0887-6185(20)30053-0</pub-id>
          <pub-id pub-id-type="pmcid">PMC7239023</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref44">
        <label>44</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Reinecke</surname>
              <given-names>L</given-names>
            </name>
            <name name-style="western">
              <surname>Trepte</surname>
              <given-names>S</given-names>
            </name>
          </person-group>
          <article-title>Authenticity and well-being on social network sites: A two-wave longitudinal study on the effects of online authenticity and the positivity bias in SNS communication</article-title>
          <source>Computers in Human Behavior</source>
          <year>2014</year>
          <month>1</month>
          <volume>30</volume>
          <fpage>95</fpage>
          <lpage>102</lpage>
          <pub-id pub-id-type="doi">10.1016/j.chb.2013.07.030</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref45">
        <label>45</label>
        <nlm-citation citation-type="web">
          <article-title>Emotionally Connected: Longitudinal Relationships between Fear of COVID-19, Smartphone Online Self-Disclosure, and Psychological Health</article-title>
          <source>Open Science Framework</source>
          <access-date>2021-09-18</access-date>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://osf.io/kjrv8/?view_only=3364ca552ecb428c9e19638caec08134">https://osf.io/kjrv8/?view_only=3364ca552ecb428c9e19638caec08134</ext-link>
          </comment>
        </nlm-citation>
      </ref>
      <ref id="ref46">
        <label>46</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Schouten</surname>
              <given-names>AP</given-names>
            </name>
            <name name-style="western">
              <surname>Valkenburg</surname>
              <given-names>PM</given-names>
            </name>
            <name name-style="western">
              <surname>Peter</surname>
              <given-names>J</given-names>
            </name>
          </person-group>
          <article-title>Precursors and Underlying Processes of Adolescents' Online Self-Disclosure: Developing and Testing an “Internet-Attribute-Perception” Model</article-title>
          <source>Media Psychology</source>
          <year>2007</year>
          <month>06</month>
          <day>29</day>
          <volume>10</volume>
          <issue>2</issue>
          <fpage>292</fpage>
          <lpage>315</lpage>
          <pub-id pub-id-type="doi">10.1080/15213260701375686</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref47">
        <label>47</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Wirth</surname>
              <given-names>W</given-names>
            </name>
            <name name-style="western">
              <surname>Schemer</surname>
              <given-names>C</given-names>
            </name>
            <name name-style="western">
              <surname>Matthes</surname>
              <given-names>J</given-names>
            </name>
          </person-group>
          <article-title>Trivializing the News? Affective Context Effects of Commercials on the Perception of Television News</article-title>
          <source>Mass Communication and Society</source>
          <year>2010</year>
          <month>04</month>
          <day>09</day>
          <volume>13</volume>
          <issue>2</issue>
          <fpage>139</fpage>
          <lpage>156</lpage>
          <pub-id pub-id-type="doi">10.1080/15205430903128924</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref48">
        <label>48</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Heiss</surname>
              <given-names>R</given-names>
            </name>
            <name name-style="western">
              <surname>Matthes</surname>
              <given-names>J</given-names>
            </name>
          </person-group>
          <article-title>Funny Cats and Politics: Do Humorous Context Posts Impede or Foster the Elaboration of News Posts on Social Media?</article-title>
          <source>Communication Research</source>
          <year>2019</year>
          <month>02</month>
          <day>09</day>
          <volume>48</volume>
          <issue>1</issue>
          <fpage>100</fpage>
          <lpage>124</lpage>
          <pub-id pub-id-type="doi">10.1177/0093650219826006</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref49">
        <label>49</label>
        <nlm-citation citation-type="web">
          <article-title>SPSS Amos</article-title>
          <source>IBM</source>
          <access-date>2021-09-20</access-date>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://www.ibm.com/in-en/products/structural-equation-modeling-sem">https://www.ibm.com/in-en/products/structural-equation-modeling-sem</ext-link>
          </comment>
        </nlm-citation>
      </ref>
      <ref id="ref50">
        <label>50</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Vandenberg</surname>
              <given-names>RJ</given-names>
            </name>
            <name name-style="western">
              <surname>Lance</surname>
              <given-names>CE</given-names>
            </name>
          </person-group>
          <article-title>A Review and Synthesis of the Measurement Invariance Literature: Suggestions, Practices, and Recommendations for Organizational Research</article-title>
          <source>Organizational Research Methods</source>
          <year>2016</year>
          <month>06</month>
          <day>29</day>
          <volume>3</volume>
          <issue>1</issue>
          <fpage>4</fpage>
          <lpage>70</lpage>
          <pub-id pub-id-type="doi">10.1177/109442810031002</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref51">
        <label>51</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Vos</surname>
              <given-names>L</given-names>
            </name>
            <name name-style="western">
              <surname>Habibović</surname>
              <given-names>M</given-names>
            </name>
            <name name-style="western">
              <surname>Nyklíček</surname>
              <given-names>I</given-names>
            </name>
            <name name-style="western">
              <surname>Smeets</surname>
              <given-names>T</given-names>
            </name>
            <name name-style="western">
              <surname>Mertens</surname>
              <given-names>G</given-names>
            </name>
          </person-group>
          <article-title>Optimism, mindfulness, and resilience as potential protective factors for the mental health consequences of fear of the coronavirus</article-title>
          <source>Psychiatry Res</source>
          <year>2021</year>
          <month>06</month>
          <volume>300</volume>
          <fpage>113927</fpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://linkinghub.elsevier.com/retrieve/pii/S0165-1781(21)00224-9"/>
          </comment>
          <pub-id pub-id-type="doi">10.1016/j.psychres.2021.113927</pub-id>
          <pub-id pub-id-type="medline">33848964</pub-id>
          <pub-id pub-id-type="pii">S0165-1781(21)00224-9</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref52">
        <label>52</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Diener</surname>
              <given-names>E</given-names>
            </name>
            <name name-style="western">
              <surname>Oishi</surname>
              <given-names>S</given-names>
            </name>
            <name name-style="western">
              <surname>Tay</surname>
              <given-names>L</given-names>
            </name>
          </person-group>
          <article-title>Advances in subjective well-being research</article-title>
          <source>Nat Hum Behav</source>
          <year>2018</year>
          <month>04</month>
          <day>12</day>
          <volume>2</volume>
          <issue>4</issue>
          <fpage>253</fpage>
          <lpage>260</lpage>
          <pub-id pub-id-type="doi">10.1038/s41562-018-0307-6</pub-id>
          <pub-id pub-id-type="medline">30936533</pub-id>
          <pub-id pub-id-type="pii">10.1038/s41562-018-0307-6</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref53">
        <label>53</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Matthes</surname>
              <given-names>J</given-names>
            </name>
            <name name-style="western">
              <surname>Karsay</surname>
              <given-names>K</given-names>
            </name>
            <name name-style="western">
              <surname>Schmuck</surname>
              <given-names>D</given-names>
            </name>
            <name name-style="western">
              <surname>Stevic</surname>
              <given-names>A</given-names>
            </name>
          </person-group>
          <article-title>“Too much to handle”: Impact of mobile social networking sites on information overload, depressive symptoms, and well-being</article-title>
          <source>Computers in Human Behavior</source>
          <year>2020</year>
          <month>04</month>
          <volume>105</volume>
          <issue>6</issue>
          <fpage>106217</fpage>
          <pub-id pub-id-type="doi">10.1016/j.chb.2019.106217</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref54">
        <label>54</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Forgas</surname>
              <given-names>JP</given-names>
            </name>
          </person-group>
          <article-title>Mood and judgment: the affect infusion model (AIM)</article-title>
          <source>Psychol Bull</source>
          <year>1995</year>
          <month>01</month>
          <volume>117</volume>
          <issue>1</issue>
          <fpage>39</fpage>
          <lpage>66</lpage>
          <pub-id pub-id-type="doi">10.1037/0033-2909.117.1.39</pub-id>
          <pub-id pub-id-type="medline">7870863</pub-id>
        </nlm-citation>
      </ref>
      <ref id="ref55">
        <label>55</label>
        <nlm-citation citation-type="journal">
          <person-group person-group-type="author">
            <name name-style="western">
              <surname>Fredrickson</surname>
              <given-names>BL</given-names>
            </name>
          </person-group>
          <article-title>The broaden-and-build theory of positive emotions</article-title>
          <source>Philos Trans R Soc Lond B Biol Sci</source>
          <year>2004</year>
          <month>09</month>
          <day>29</day>
          <volume>359</volume>
          <issue>1449</issue>
          <fpage>1367</fpage>
          <lpage>78</lpage>
          <comment>
            <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="http://europepmc.org/abstract/MED/15347528"/>
          </comment>
          <pub-id pub-id-type="doi">10.1098/rstb.2004.1512</pub-id>
          <pub-id pub-id-type="medline">15347528</pub-id>
          <pub-id pub-id-type="pii">DH5NJJTNQCAMP8UT</pub-id>
          <pub-id pub-id-type="pmcid">PMC1693418</pub-id>
        </nlm-citation>
      </ref>
    </ref-list>
  </back>
</article>
